SYMBOL INDEX (31427 symbols across 1931 files) FILE: build/libomp.rb class Libomp (line 4) | class Libomp < Formula method install (line 19) | def install method caveats (line 26) | def caveats FILE: docs/samples/Microsoft.ML.AutoML.Samples/AutoFit/BinaryClassificationExperiment.cs class BinaryClassificationExperiment (line 9) | public static class BinaryClassificationExperiment method Run (line 16) | public static void Run() method PrintMetrics (line 62) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.AutoML.Samples/AutoFit/MulticlassClassificationExperiment.cs class MulticlassClassificationExperiment (line 9) | public static class MulticlassClassificationExperiment method Run (line 17) | public static void Run() method PrintMetrics (line 63) | private static void PrintMetrics(MulticlassClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.AutoML.Samples/AutoFit/RankingExperiment.cs class RankingExperiment (line 11) | public static class RankingExperiment method Run (line 20) | public static void Run() method PrintMetrics (line 82) | private static void PrintMetrics(RankingMetrics metrics) FILE: docs/samples/Microsoft.ML.AutoML.Samples/AutoFit/RecommendationExperiment.cs class RecommendationExperiment (line 13) | public static class RecommendationExperiment method Run (line 23) | public static void Run() method PrintMetrics (line 84) | private static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.AutoML.Samples/AutoFit/RegressionExperiment.cs class RegressionExperiment (line 9) | public static class RegressionExperiment method Run (line 17) | public static void Run() method PrintMetrics (line 68) | private static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.AutoML.Samples/AutoMLExperiment.cs class AutoMLExperiment (line 10) | public static class AutoMLExperiment method RunAsync (line 12) | public static async Task RunAsync() method GenerateRandomBinaryClassificationDataPoints (line 85) | private static IEnumerable GenerateRand... class BinaryClassificationDataPoint (line 110) | private class BinaryClassificationDataPoint class Prediction (line 119) | private class Prediction method PrintMetrics (line 128) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.AutoML.Samples/Cifar10.cs class Cifar10 (line 9) | public static class Cifar10 method Run (line 16) | public static void Run() class ModelInput (line 49) | class ModelInput FILE: docs/samples/Microsoft.ML.AutoML.Samples/DataStructures/Movie.cs class Movie (line 9) | public class Movie FILE: docs/samples/Microsoft.ML.AutoML.Samples/DataStructures/MovieRatingPrediction.cs class MovieRatingPrediction (line 9) | public class MovieRatingPrediction FILE: docs/samples/Microsoft.ML.AutoML.Samples/DataStructures/PixelData.cs class PixelData (line 5) | public class PixelData FILE: docs/samples/Microsoft.ML.AutoML.Samples/DataStructures/PixelPrediction.cs class PixelPrediction (line 5) | public class PixelPrediction FILE: docs/samples/Microsoft.ML.AutoML.Samples/DataStructures/SearchData.cs class SearchData (line 9) | public class SearchData FILE: docs/samples/Microsoft.ML.AutoML.Samples/DataStructures/SearchDataPrediction.cs class SearchDataPrediction (line 5) | public class SearchDataPrediction FILE: docs/samples/Microsoft.ML.AutoML.Samples/DataStructures/SentimentIssue.cs class SentimentIssue (line 5) | public class SentimentIssue FILE: docs/samples/Microsoft.ML.AutoML.Samples/DataStructures/SentimentPrediction.cs class SentimentPrediction (line 5) | public class SentimentPrediction FILE: docs/samples/Microsoft.ML.AutoML.Samples/DataStructures/TaxiTrip.cs class TaxiTrip (line 5) | public class TaxiTrip FILE: docs/samples/Microsoft.ML.AutoML.Samples/DataStructures/TaxiTripFarePrediction.cs class TaxiTripFarePrediction (line 5) | public class TaxiTripFarePrediction FILE: docs/samples/Microsoft.ML.AutoML.Samples/Program.cs class Program (line 5) | public class Program method Main (line 7) | public static void Main(string[] args) FILE: docs/samples/Microsoft.ML.AutoML.Samples/Sweepable/ParameterExample.cs class ParameterExample (line 8) | public static class ParameterExample method Run (line 10) | public static void Run() FILE: docs/samples/Microsoft.ML.AutoML.Samples/Sweepable/SearchSpaceExample.cs class SearchSpaceExample (line 12) | public static class SearchSpaceExample method Run (line 14) | public static void Run() class MyParameter (line 40) | public class MyParameter class NestParameter (line 61) | public class NestParameter FILE: docs/samples/Microsoft.ML.AutoML.Samples/Sweepable/SweepableLightGBMBinaryExperiment.cs class SweepableLightGBMBinaryExperiment (line 11) | public static class SweepableLightGBMBinaryExperiment class LightGBMOption (line 13) | class LightGBMOption method RunAsync (line 22) | public static async Task RunAsync() method GenerateRandomBinaryClassificationDataPoints (line 112) | private static IEnumerable GenerateRand... class BinaryClassificationDataPoint (line 137) | private class BinaryClassificationDataPoint class Prediction (line 146) | private class Prediction method PrintMetrics (line 155) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.GenAI.Samples/Llama/LlamaSample.cs class LlamaSample (line 17) | internal class LlamaSample method RunLlama (line 19) | public static async Task RunLlama(string weightFolder, string checkPoi... FILE: docs/samples/Microsoft.ML.GenAI.Samples/Llama/SFT_Llama_3_2_1B.cs class SFT_Llama_3_2_1B (line 20) | internal class SFT_Llama_3_2_1B method Train (line 22) | public static async Task Train(string weightFolder, string checkPointN... method LoadModel (line 81) | public static ICausalLMPipeline L... type Data (line 99) | public record class Data(string input, string output); method CreateDataset (line 101) | public static CausalLMDataset CreateDataset(IEnumerable dataset,... FILE: docs/samples/Microsoft.ML.GenAI.Samples/MEAI/Llama3_1.cs class Llama3_1 (line 18) | internal class Llama3_1 method RunAsync (line 20) | public static async Task RunAsync(string weightFolder, string checkPoi... FILE: docs/samples/Microsoft.ML.GenAI.Samples/MEAI/Phi3.cs class Phi3 (line 15) | internal class Phi3 method RunAsync (line 17) | public static async Task RunAsync(string weightFolder) FILE: docs/samples/Microsoft.ML.GenAI.Samples/Mistral/Mistral_7B_Instruct.cs class Mistral_7B_Instruct (line 13) | public partial class Mistral_7B_Instruct method GetWeather (line 21) | [Function] method RunAsync (line 27) | public static async Task RunAsync() method Embedding (line 58) | public static void Embedding() method WeatherChatAsync (line 112) | public static async Task WeatherChatAsync() FILE: docs/samples/Microsoft.ML.GenAI.Samples/Phi3Mini/AutoGenSample.cs class AutoGenSample (line 16) | public class AutoGenSample method RunAsync (line 18) | public static async Task RunAsync() FILE: docs/samples/Microsoft.ML.GenAI.Samples/Phi3Mini/SemanticKernelSample.cs class SemanticKernelSample (line 12) | public class SemanticKernelSample method RunChatCompletionSample (line 14) | public static async Task RunChatCompletionSample() method RunTextGenerationSample (line 45) | public static async Task RunTextGenerationSample() FILE: docs/samples/Microsoft.ML.Samples.GPU/Program.cs class Program (line 7) | public static class Program method Main (line 9) | public static void Main(string[] args) => RunAll(); method RunAll (line 11) | internal static void RunAll() FILE: docs/samples/Microsoft.ML.Samples.OneDal/Program.cs class Program (line 12) | class Program method LoadData (line 14) | public static IDataView[] LoadData( method GetFeaturesArray (line 49) | public static string[] GetFeaturesArray(IDataView data, string labelNa... method RunRandomForestClassification (line 64) | public static double[] RunRandomForestClassification(MLContext mlConte... method RunRandomForestRegression (line 96) | public static double[] RunRandomForestRegression(MLContext mlContext, ... method RunOLSRegression (line 128) | public static double[] RunOLSRegression(MLContext mlContext, IDataView... method Main (line 156) | static void Main(string[] args) FILE: docs/samples/Microsoft.ML.Samples.OneDal/run_bench.py function convert_to_csv (line 15) | def convert_to_csv(data, filename, label='target'): function read_output_from_command (line 21) | def read_output_from_command(command, env): function run_case (line 27) | def run_case(n_samples, n_features, n_trees, n_leaves, n_runs, task_type): FILE: docs/samples/Microsoft.ML.Samples/Dynamic/DataOperations/BootstrapSample.cs class BootstrapSample (line 6) | public static class BootstrapSample method Example (line 8) | public static void Example() class DataPoint (line 84) | private class DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/DataOperations/Cache.cs class Cache (line 7) | public static class Cache method Example (line 9) | public static void Example() method TimeToScanIDataView (line 59) | private static (int lines, double columnAverage, double elapsedSeconds) class HousingRegression (line 87) | public sealed class HousingRegression FILE: docs/samples/Microsoft.ML.Samples/Dynamic/DataOperations/CrossValidationSplit.cs class CrossValidationSplit (line 10) | public static class CrossValidationSplit method Example (line 12) | public static void Example() method GenerateRandomDataPoints (line 175) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 194) | private class DataPoint method PrintPreviewRows (line 202) | private static void PrintPreviewRows(IEnumerable trainSet, FILE: docs/samples/Microsoft.ML.Samples/Dynamic/DataOperations/DataViewEnumerable.cs class DataViewEnumerable (line 7) | public static class DataViewEnumerable method Example (line 11) | public static void Example() class SampleTemperatureData (line 67) | private class SampleTemperatureData class SampleTemperatureDataWithLatitude (line 73) | private class SampleTemperatureDataWithLatitude method GetSampleTemperatureData (line 85) | private static IEnumerable GetSampleTemperature... FILE: docs/samples/Microsoft.ML.Samples/Dynamic/DataOperations/FilterRowsByColumn.cs class FilterRowsByColumn (line 7) | public static class FilterRowsByColumn method Example (line 11) | public static void Example() class SampleTemperatureData (line 74) | private class SampleTemperatureData method GetSampleTemperatureData (line 85) | private static IEnumerable GetSampleTemperature... FILE: docs/samples/Microsoft.ML.Samples/Dynamic/DataOperations/FilterRowsByCustomPredicate.cs class FilterRowsByCustomPredicate (line 6) | public static class FilterRowsByCustomPredicate method Example (line 9) | public static void Example() class InputData (line 71) | private class InputData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/DataOperations/FilterRowsByKeyColumnFraction.cs class FilterRowsByKeyColumnFraction (line 10) | public static class FilterRowsByKeyColumnFraction method Example (line 12) | public static void Example() class DataPoint (line 118) | private class DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/DataOperations/FilterRowsByMissingValues.cs class FilterRowsByMissingValues (line 8) | public class FilterRowsByMissingValues method Example (line 13) | public static void Example() class DataPoint (line 57) | private class DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/DataOperations/FilterRowsByStatefulCustomPredicate.cs class FilterRowsByStatefulCustomPredicate (line 6) | public static class FilterRowsByStatefulCustomPredicate method Example (line 9) | public static void Example() class InputData (line 78) | private class InputData class State (line 84) | private class State FILE: docs/samples/Microsoft.ML.Samples/Dynamic/DataOperations/LoadFromEnumerable.cs class LoadFromEnumerable (line 8) | public static class LoadFromEnumerable method Example (line 17) | public static void Example() class DataPoint (line 96) | public class DataPoint class DataPointVector (line 101) | public class DataPointVector FILE: docs/samples/Microsoft.ML.Samples/Dynamic/DataOperations/LoadingSvmLight.cs class LoadingSvmLight (line 9) | public static class LoadingSvmLight method Example (line 12) | public static void Example() method PrintSchema (line 82) | private static void PrintSchema(IDataView svmData) method PrintData (line 88) | private static void PrintData(IDataView svmData) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/DataOperations/LoadingText.cs class LoadingText (line 10) | public static class LoadingText method Example (line 13) | public static void Example() method PrintRowCount (line 184) | private static void PrintRowCount(IDataView idv) class Data (line 196) | private class Data FILE: docs/samples/Microsoft.ML.Samples/Dynamic/DataOperations/SaveAndLoadFromBinary.cs class SaveAndLoadFromBinary (line 8) | public static class SaveAndLoadFromBinary method Example (line 10) | public static void Example() class DataPoint (line 57) | private class DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/DataOperations/SaveAndLoadFromText.cs class SaveAndLoadFromText (line 8) | public static class SaveAndLoadFromText method Example (line 10) | public static void Example() class DataPoint (line 57) | private class DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/DataOperations/ShuffleRows.cs class ShuffleRows (line 7) | public static class ShuffleRows method Example (line 11) | public static void Example() class SampleTemperatureData (line 62) | private class SampleTemperatureData method GetSampleTemperatureData (line 73) | private static IEnumerable GetSampleTemperature... FILE: docs/samples/Microsoft.ML.Samples/Dynamic/DataOperations/SkipRows.cs class SkipRows (line 7) | public static class SkipRows method Example (line 10) | public static void Example() class SampleTemperatureData (line 66) | private class SampleTemperatureData method GetSampleTemperatureData (line 77) | private static IEnumerable GetSampleTemperature... FILE: docs/samples/Microsoft.ML.Samples/Dynamic/DataOperations/TakeRows.cs class TakeRows (line 7) | public static class TakeRows method Example (line 11) | public static void Example() class SampleTemperatureData (line 67) | private class SampleTemperatureData method GetSampleTemperatureData (line 78) | private static IEnumerable GetSampleTemperature... FILE: docs/samples/Microsoft.ML.Samples/Dynamic/DataOperations/TrainTestSplit.cs class TrainTestSplit (line 10) | public static class TrainTestSplit method Example (line 12) | public static void Example() method GenerateRandomDataPoints (line 82) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 101) | private class DataPoint method PrintPreviewRows (line 109) | private static void PrintPreviewRows(IEnumerable trainSet, FILE: docs/samples/Microsoft.ML.Samples/Dynamic/ModelOperations/OnnxConversion.cs class OnnxConversion (line 10) | public static class OnnxConversion class ScoreValue (line 12) | private class ScoreValue class OnnxScoreValue (line 17) | private class OnnxScoreValue method PrintScore (line 22) | private static void PrintScore(IEnumerable values, int num... method PrintScore (line 28) | private static void PrintScore(IEnumerable values, int... method Example (line 34) | public static void Example() FILE: docs/samples/Microsoft.ML.Samples/Dynamic/ModelOperations/SaveLoadModel.cs class SaveLoadModel (line 8) | public class SaveLoadModel method Example (line 10) | public static void Example() class Data (line 52) | private class Data class Transformation (line 57) | private class Transformation FILE: docs/samples/Microsoft.ML.Samples/Dynamic/ModelOperations/SaveLoadModelFile.cs class SaveLoadModelFile (line 8) | public class SaveLoadModelFile method Example (line 10) | public static void Example() class Data (line 51) | private class Data class Transformation (line 56) | private class Transformation FILE: docs/samples/Microsoft.ML.Samples/Dynamic/NgramExtraction.cs class TransformSamples (line 8) | public static partial class TransformSamples method Example (line 10) | public static void Example() class SampleSentimentData (line 121) | public class SampleSentimentData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/SimpleDataViewImplementation.cs class SimpleDataViewImplementation (line 18) | public static class SimpleDataViewImplementation method Example (line 20) | public static void Example() class InputObject (line 87) | private sealed class InputObject method InputObject (line 92) | public InputObject(bool label, string text) class InputObjectDataView (line 146) | private sealed class InputObjectDataView : IDataView method InputObjectDataView (line 159) | public InputObjectDataView(IEnumerable data) method GetRowCount (line 169) | public long? GetRowCount() => null; method GetRowCursor (line 171) | public DataViewRowCursor GetRowCursor( method GetRowCursorSet (line 178) | public DataViewRowCursor[] GetRowCursorSet( class Cursor (line 242) | private sealed class Cursor : DataViewRowCursor method Cursor (line 253) | public Cursor(InputObjectDataView parent, bool wantsLabel, method Dispose (line 272) | protected override void Dispose(bool disposing) method LabelGetterImplementation (line 285) | private void LabelGetterImplementation(ref bool value) method TextGetterImplementation (line 288) | private void TextGetterImplementation( method IdGetterImplementation (line 293) | private void IdGetterImplementation(ref DataViewRowId id) method GetGetter (line 296) | public override ValueGetter GetGetter( method GetIdGetter (line 305) | public override ValueGetter GetIdGetter() method IsColumnActive (line 308) | public override bool IsColumnActive(DataViewSchema.Column column) method MoveNext (line 311) | public override bool MoveNext() FILE: docs/samples/Microsoft.ML.Samples/Dynamic/TensorFlow/ImageClassification.cs class ImageClassification (line 15) | public static class ImageClassification method Example (line 20) | public static void Example() class TensorData (line 89) | public class TensorData method GetTensorData (line 98) | public static TensorData[] GetTensorData() class OutputScores (line 113) | class OutputScores method Download (line 118) | private static async Task Download(string baseGitPath, string ... method Unzip (line 139) | private static void Unzip(string path, string targetDir) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/TensorFlow/TextClassification.cs class TextClassification (line 8) | public static class TextClassification method Example (line 14) | public static void Example() class IMDBSentiment (line 146) | public class IMDBSentiment class IntermediateFeatures (line 163) | public class IntermediateFeatures class OutputScores (line 174) | class OutputScores FILE: docs/samples/Microsoft.ML.Samples/Dynamic/TextTransform.cs class TextTransform (line 9) | public static class TextTransform method Example (line 11) | public static void Example() class SampleSentimentData (line 128) | public class SampleSentimentData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/AnomalyDetection/RandomizedPcaSample.cs class RandomizedPcaSample (line 9) | public static class RandomizedPcaSample method Example (line 11) | public static void Example() class DataPoint (line 81) | private class DataPoint class Result (line 88) | private class Result FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/AnomalyDetection/RandomizedPcaSampleWithOptions.cs class RandomizedPcaSampleWithOptions (line 9) | public static class RandomizedPcaSampleWithOptions method Example (line 11) | public static void Example() class DataPoint (line 91) | private class DataPoint class Result (line 98) | private class Result FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/AveragedPerceptron.cs class AveragedPerceptron (line 9) | public static class AveragedPerceptron method Example (line 11) | public static void Example() method GenerateRandomDataPoints (line 84) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 109) | private class DataPoint class Prediction (line 117) | private class Prediction method PrintMetrics (line 126) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/AveragedPerceptronWithOptions.cs class AveragedPerceptronWithOptions (line 10) | public static class AveragedPerceptronWithOptions method Example (line 12) | public static void Example() method GenerateRandomDataPoints (line 95) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 120) | private class DataPoint class Prediction (line 128) | private class Prediction method PrintMetrics (line 137) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/Calibrators/FixedPlatt.cs class FixedPlatt (line 8) | public static class FixedPlatt method Example (line 10) | public static void Example() method PrintScore (line 76) | private static void PrintScore(IEnumerable values, int num... method PrintScoreAndProbability (line 82) | private static void PrintScoreAndProbability( class ScoreValue (line 91) | private class ScoreValue class ScoreAndProbabilityValue (line 96) | private class ScoreAndProbabilityValue FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/Calibrators/Isotonic.cs class Isotonic (line 8) | public static class Isotonic method Example (line 10) | public static void Example() method PrintScore (line 76) | private static void PrintScore(IEnumerable values, int num... method PrintScoreAndProbability (line 82) | private static void PrintScoreAndProbability( class ScoreValue (line 92) | private class ScoreValue class ScoreAndProbabilityValue (line 97) | private class ScoreAndProbabilityValue FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/Calibrators/Naive.cs class Naive (line 8) | public static class Naive method Example (line 10) | public static void Example() method PrintScore (line 76) | private static void PrintScore(IEnumerable values, int num... method PrintScoreAndProbability (line 82) | private static void PrintScoreAndProbability( class ScoreValue (line 92) | private class ScoreValue class ScoreAndProbabilityValue (line 97) | private class ScoreAndProbabilityValue FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/Calibrators/Platt.cs class Platt (line 8) | public static class Platt method Example (line 10) | public static void Example() method PrintScore (line 76) | private static void PrintScore(IEnumerable values, int num... method PrintScoreAndProbability (line 82) | private static void PrintScoreAndProbability( class ScoreValue (line 92) | private class ScoreValue class ScoreAndProbabilityValue (line 97) | private class ScoreAndProbabilityValue FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/FactorizationMachine.cs class FactorizationMachine (line 9) | public static class FactorizationMachine method Example (line 11) | public static void Example() method GenerateRandomDataPoints (line 92) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 117) | private class DataPoint class Prediction (line 125) | private class Prediction method PrintMetrics (line 134) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/FastForest.cs class FastForest (line 9) | public static class FastForest method Example (line 14) | public static void Example() method GenerateRandomDataPoints (line 87) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 112) | private class DataPoint class Prediction (line 120) | private class Prediction method PrintMetrics (line 129) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/FastForestWithOptions.cs class FastForestWithOptions (line 10) | public static class FastForestWithOptions method Example (line 15) | public static void Example() method GenerateRandomDataPoints (line 99) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 124) | private class DataPoint class Prediction (line 132) | private class Prediction method PrintMetrics (line 141) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/FastTree.cs class FastTree (line 9) | public static class FastTree method Example (line 14) | public static void Example() method GenerateRandomDataPoints (line 90) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 115) | private class DataPoint class Prediction (line 123) | private class Prediction method PrintMetrics (line 132) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/FastTreeWithOptions.cs class FastTreeWithOptions (line 10) | public static class FastTreeWithOptions method Example (line 15) | public static void Example() method GenerateRandomDataPoints (line 102) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 127) | private class DataPoint class Prediction (line 135) | private class Prediction method PrintMetrics (line 144) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/FieldAwareFactorizationMachine.cs class FieldAwareFactorizationMachine (line 9) | public static class FieldAwareFactorizationMachine method Example (line 14) | public static void Example() class DataPoint (line 107) | private class DataPoint class Result (line 128) | public class Result method GenerateRandomDataPoints (line 141) | private static IEnumerable GenerateRandomDataPoints( method PrintMetrics (line 191) | private static void PrintMetrics( FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/FieldAwareFactorizationMachineWithOptions.cs class FieldAwareFactorizationMachineWithOptions (line 10) | public static class FieldAwareFactorizationMachineWithOptions method Example (line 15) | public static void Example() class DataPoint (line 118) | private class DataPoint class Result (line 139) | public class Result method GenerateRandomDataPoints (line 152) | private static IEnumerable GenerateRandomDataPoints( method PrintMetrics (line 202) | private static void PrintMetrics( FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/Gam.cs class Gam (line 8) | public static class Gam method Example (line 13) | public static void Example() class Data (line 124) | private class Data method GenerateData (line 141) | private static IEnumerable GenerateData(int numExamples = 25000, method Parabola (line 162) | private static float Parabola(float x) => x * x; method SimplePiecewise (line 164) | private static float SimplePiecewise(float x) method Sigmoid (line 174) | private static double Sigmoid(double x) => 1.0 / (1.0 + Math.Exp(-1 * ... FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/GamWithOptions.cs class GamWithOptions (line 9) | public static class GamWithOptions method Example (line 14) | public static void Example() class Data (line 131) | private class Data method GenerateData (line 148) | private static IEnumerable GenerateData(int numExamples = 25000, method Parabola (line 169) | private static float Parabola(float x) => x * x; method SimplePiecewise (line 171) | private static float SimplePiecewise(float x) method Sigmoid (line 181) | private static double Sigmoid(double x) => 1.0 / (1.0 + Math.Exp(-1 * ... FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/LbfgsLogisticRegression.cs class LbfgsLogisticRegression (line 9) | public static class LbfgsLogisticRegression method Example (line 11) | public static void Example() method GenerateRandomDataPoints (line 87) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 112) | private class DataPoint class Prediction (line 120) | private class Prediction method PrintMetrics (line 129) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/LbfgsLogisticRegressionWithOptions.cs class LbfgsLogisticRegressionWithOptions (line 10) | public static class LbfgsLogisticRegressionWithOptions method Example (line 12) | public static void Example() method GenerateRandomDataPoints (line 96) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 121) | private class DataPoint class Prediction (line 129) | private class Prediction method PrintMetrics (line 138) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/LdSvm.cs class LdSvm (line 9) | public static class LdSvm method Example (line 11) | public static void Example() method GenerateRandomDataPoints (line 84) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 109) | private class DataPoint class Prediction (line 117) | private class Prediction method PrintMetrics (line 126) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/LdSvmWithOptions.cs class LdSvmWithOptions (line 10) | public static class LdSvmWithOptions method Example (line 12) | public static void Example() method GenerateRandomDataPoints (line 93) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 118) | private class DataPoint class Prediction (line 126) | private class Prediction method PrintMetrics (line 135) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/LightGbm.cs class LightGbm (line 9) | public static class LightGbm method Example (line 14) | public static void Example() method GenerateRandomDataPoints (line 87) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 112) | private class DataPoint class Prediction (line 120) | private class Prediction method PrintMetrics (line 129) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/LightGbmWithOptions.cs class LightGbmWithOptions (line 10) | public static class LightGbmWithOptions method Example (line 15) | public static void Example() method GenerateRandomDataPoints (line 98) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 123) | private class DataPoint class Prediction (line 131) | private class Prediction method PrintMetrics (line 140) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/LinearSvm.cs class LinearSvm (line 9) | public static class LinearSvm method Example (line 11) | public static void Example() method GenerateRandomDataPoints (line 84) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 109) | private class DataPoint class Prediction (line 117) | private class Prediction method PrintMetrics (line 126) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/LinearSvmWithOptions.cs class LinearSvmWithOptions (line 10) | public static class LinearSvmWithOptions method Example (line 12) | public static void Example() method GenerateRandomDataPoints (line 93) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 118) | private class DataPoint class Prediction (line 126) | private class Prediction method PrintMetrics (line 135) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/PermutationFeatureImportance.cs class PermutationFeatureImportance (line 8) | public static class PermutationFeatureImportance method Example (line 10) | public static void Example() class Data (line 74) | private class Data method GenerateData (line 97) | private static IEnumerable GenerateData(int nExamples = 10000, method Sigmoid (line 118) | private static double Sigmoid(double x) => 1.0 / (1.0 + Math.Exp(-1 * ... FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/PermutationFeatureImportanceLoadFromDisk.cs class PermutationFeatureImportanceLoadFromDisk (line 11) | public static class PermutationFeatureImportanceLoadFromDisk method Example (line 13) | public static void Example() class Data (line 73) | private class Data method GenerateData (line 83) | private static IEnumerable GenerateData(int nExamples = 10000, method Sigmoid (line 104) | private static double Sigmoid(double x) => 1.0 / (1.0 + Math.Exp(-1 * ... FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/PriorTrainer.cs class Prior (line 9) | public static class Prior method Example (line 11) | public static void Example() method GenerateRandomDataPoints (line 84) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 109) | private class DataPoint class Prediction (line 117) | private class Prediction method PrintMetrics (line 126) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/SdcaLogisticRegression.cs class SdcaLogisticRegression (line 9) | public static class SdcaLogisticRegression method Example (line 11) | public static void Example() method GenerateRandomDataPoints (line 92) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 117) | private class DataPoint class Prediction (line 125) | private class Prediction method PrintMetrics (line 134) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/SdcaLogisticRegressionWithOptions.cs class SdcaLogisticRegressionWithOptions (line 10) | public static class SdcaLogisticRegressionWithOptions method Example (line 12) | public static void Example() method GenerateRandomDataPoints (line 104) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 129) | private class DataPoint class Prediction (line 137) | private class Prediction method PrintMetrics (line 146) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/SdcaNonCalibrated.cs class SdcaNonCalibrated (line 9) | public static class SdcaNonCalibrated method Example (line 11) | public static void Example() method GenerateRandomDataPoints (line 91) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 116) | private class DataPoint class Prediction (line 124) | private class Prediction method PrintMetrics (line 133) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/SdcaNonCalibratedWithOptions.cs class SdcaNonCalibratedWithOptions (line 10) | public static class SdcaNonCalibratedWithOptions method Example (line 12) | public static void Example() method GenerateRandomDataPoints (line 106) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 131) | private class DataPoint class Prediction (line 139) | private class Prediction method PrintMetrics (line 148) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/SgdCalibrated.cs class SgdCalibrated (line 9) | public static class SgdCalibrated method Example (line 11) | public static void Example() method GenerateRandomDataPoints (line 84) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 109) | private class DataPoint class Prediction (line 117) | private class Prediction method PrintMetrics (line 126) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/SgdCalibratedWithOptions.cs class SgdCalibratedWithOptions (line 10) | public static class SgdCalibratedWithOptions method Example (line 12) | public static void Example() method GenerateRandomDataPoints (line 96) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 121) | private class DataPoint class Prediction (line 129) | private class Prediction method PrintMetrics (line 138) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/SgdNonCalibrated.cs class SgdNonCalibrated (line 9) | public static class SgdNonCalibrated method Example (line 11) | public static void Example() method GenerateRandomDataPoints (line 84) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 109) | private class DataPoint class Prediction (line 117) | private class Prediction method PrintMetrics (line 126) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/SgdNonCalibratedWithOptions.cs class SgdNonCalibratedWithOptions (line 10) | public static class SgdNonCalibratedWithOptions method Example (line 12) | public static void Example() method GenerateRandomDataPoints (line 93) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 118) | private class DataPoint class Prediction (line 126) | private class Prediction method PrintMetrics (line 135) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/SymbolicSgdLogisticRegression.cs class SymbolicSgdLogisticRegression (line 9) | public static class SymbolicSgdLogisticRegression method Example (line 14) | public static void Example() method GenerateRandomDataPoints (line 87) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 112) | private class DataPoint class Prediction (line 120) | private class Prediction method PrintMetrics (line 129) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/BinaryClassification/SymbolicSgdLogisticRegressionWithOptions.cs class SymbolicSgdLogisticRegressionWithOptions (line 10) | public static class SymbolicSgdLogisticRegressionWithOptions method Example (line 15) | public static void Example() method GenerateRandomDataPoints (line 96) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 121) | private class DataPoint class Prediction (line 129) | private class Prediction method PrintMetrics (line 138) | private static void PrintMetrics(BinaryClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Clustering/KMeans.cs class KMeans (line 9) | public static class KMeans method Example (line 11) | public static void Example() method GenerateRandomDataPoints (line 92) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 115) | private class DataPoint class Prediction (line 127) | private class Prediction method PrintMetrics (line 136) | private static void PrintMetrics(ClusteringMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Clustering/KMeansWithOptions.cs class KMeansWithOptions (line 10) | public static class KMeansWithOptions method Example (line 12) | public static void Example() method GenerateRandomDataPoints (line 100) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 123) | private class DataPoint class Prediction (line 135) | private class Prediction method PrintMetrics (line 144) | private static void PrintMetrics(ClusteringMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/MulticlassClassification/ImageClassification/ImageClassificationDefault.cs class ImageClassificationDefault (line 17) | public class ImageClassificationDefault method Example (line 19) | public static void Example() method MlContext_Log (line 117) | private static void MlContext_Log(object sender, LoggingEventArgs e) method TrySinglePrediction (line 126) | private static void TrySinglePrediction(string imagesForPredictions, method EvaluateModel (line 152) | private static void EvaluateModel(MLContext mlContext, method LoadImagesFromDirectory (line 169) | public static IEnumerable LoadImagesFromDirectory(string fo... method LoadInMemoryImagesFromDirectory (line 204) | public static IEnumerable method DownloadImageSet (line 240) | public static string DownloadImageSet(string imagesDownloadFolder) method Download (line 255) | public static async Task Download(string url, string destDir, st... method UnZip (line 289) | public static void UnZip(String gzArchiveName, String destFolder) method GetAbsolutePath (line 307) | public static string GetAbsolutePath(string relativePath) class InMemoryImageData (line 320) | public class InMemoryImageData class ImageData (line 330) | public class ImageData class ImagePrediction (line 340) | public class ImagePrediction FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/MulticlassClassification/ImageClassification/LearningRateSchedulingCifarResnetTransferLearning.cs class LearningRateSchedulingCifarResnetTransferLearning (line 18) | public class LearningRateSchedulingCifarResnetTransferLearning method Example (line 20) | public static void Example() method TrySinglePrediction (line 152) | private static void TrySinglePrediction(string imagesForPredictions, method EvaluateModel (line 178) | private static void EvaluateModel(MLContext mlContext, method LoadImagesFromDirectory (line 195) | public static IEnumerable LoadImagesFromDirectory(string fo... method LoadInMemoryImagesFromDirectory (line 232) | public static IEnumerable method DownloadImageSet (line 270) | public static string DownloadImageSet(string imagesDownloadFolder) method Download (line 287) | public static async Task Download(string url, string destDir, st... method UnZip (line 321) | public static void UnZip(String gzArchiveName, String destFolder) method GetAbsolutePath (line 348) | public static string GetAbsolutePath(string relativePath) class InMemoryImageData (line 361) | public class InMemoryImageData class ImageData (line 371) | public class ImageData class ImagePrediction (line 381) | public class ImagePrediction FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/MulticlassClassification/ImageClassification/ResnetV2101TransferLearningEarlyStopping.cs class ResnetV2101TransferLearningEarlyStopping (line 18) | public class ResnetV2101TransferLearningEarlyStopping method Example (line 20) | public static void Example() method TrySinglePrediction (line 147) | private static void TrySinglePrediction(string imagesForPredictions, method EvaluateModel (line 176) | private static void EvaluateModel(MLContext mlContext, method LoadImagesFromDirectory (line 193) | public static IEnumerable LoadImagesFromDirectory(string fo... method DownloadImageSet (line 228) | public static string DownloadImageSet(string imagesDownloadFolder) method Download (line 243) | public static async Task Download(string url, string destDir, st... method UnZip (line 277) | public static void UnZip(String gzArchiveName, String destFolder) method GetAbsolutePath (line 304) | public static string GetAbsolutePath(string relativePath) class ImageData (line 317) | public class ImageData class ImagePrediction (line 327) | public class ImagePrediction FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/MulticlassClassification/ImageClassification/ResnetV2101TransferLearningTrainTestSplit.cs class ResnetV2101TransferLearningTrainTestSplit (line 18) | public class ResnetV2101TransferLearningTrainTestSplit method Example (line 20) | public static void Example() method TrySinglePrediction (line 135) | private static void TrySinglePrediction(string imagesForPredictions, method EvaluateModel (line 161) | private static void EvaluateModel(MLContext mlContext, method LoadImagesFromDirectory (line 178) | public static IEnumerable LoadImagesFromDirectory(string fo... method LoadInMemoryImagesFromDirectory (line 213) | public static IEnumerable method DownloadImageSet (line 249) | public static string DownloadImageSet(string imagesDownloadFolder) method Download (line 264) | public static async Task Download(string url, string destDir, st... method UnZip (line 298) | public static void UnZip(String gzArchiveName, String destFolder) method GetAbsolutePath (line 325) | public static string GetAbsolutePath(string relativePath) class InMemoryImageData (line 338) | public class InMemoryImageData class ImageData (line 348) | public class ImageData class ImagePrediction (line 358) | public class ImagePrediction FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/MulticlassClassification/LbfgsMaximumEntropy.cs class LbfgsMaximumEntropy (line 9) | public static class LbfgsMaximumEntropy method Example (line 11) | public static void Example() method GenerateRandomDataPoints (line 88) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 113) | private class DataPoint class Prediction (line 121) | private class Prediction method PrintMetrics (line 130) | public static void PrintMetrics(MulticlassClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/MulticlassClassification/LbfgsMaximumEntropyWithOptions.cs class LbfgsMaximumEntropyWithOptions (line 10) | public static class LbfgsMaximumEntropyWithOptions method Example (line 12) | public static void Example() method GenerateRandomDataPoints (line 96) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 121) | private class DataPoint class Prediction (line 129) | private class Prediction method PrintMetrics (line 138) | public static void PrintMetrics(MulticlassClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/MulticlassClassification/LightGbm.cs class LightGbm (line 9) | public static class LightGbm method Example (line 14) | public static void Example() method GenerateRandomDataPoints (line 91) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 116) | private class DataPoint class Prediction (line 124) | private class Prediction method PrintMetrics (line 133) | public static void PrintMetrics(MulticlassClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/MulticlassClassification/LightGbmWithOptions.cs class LightGbmWithOptions (line 10) | public static class LightGbmWithOptions method Example (line 15) | public static void Example() method GenerateRandomDataPoints (line 101) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 126) | private class DataPoint class Prediction (line 134) | private class Prediction method PrintMetrics (line 143) | public static void PrintMetrics(MulticlassClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/MulticlassClassification/LogLossPerClass.cs class LogLossPerClass (line 9) | public static class LogLossPerClass method Example (line 11) | public static void Example() method GenerateRandomDataPoints (line 71) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 96) | private class DataPoint class Prediction (line 104) | private class Prediction FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/MulticlassClassification/NaiveBayes.cs class NaiveBayes (line 9) | public static class NaiveBayes method Example (line 17) | public static void Example() method GenerateRandomDataPoints (line 96) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 121) | private class DataPoint class Prediction (line 129) | private class Prediction method PrintMetrics (line 138) | public static void PrintMetrics(MulticlassClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/MulticlassClassification/OneVersusAll.cs class OneVersusAll (line 9) | public static class OneVersusAll method Example (line 11) | public static void Example() method GenerateRandomDataPoints (line 89) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 114) | private class DataPoint class Prediction (line 122) | private class Prediction method PrintMetrics (line 131) | public static void PrintMetrics(MulticlassClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/MulticlassClassification/PairwiseCoupling.cs class PairwiseCoupling (line 9) | public static class PairwiseCoupling method Example (line 11) | public static void Example() method GenerateRandomDataPoints (line 89) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 114) | private class DataPoint class Prediction (line 122) | private class Prediction method PrintMetrics (line 131) | public static void PrintMetrics(MulticlassClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/MulticlassClassification/PermutationFeatureImportance.cs class PermutationFeatureImportance (line 8) | public static class PermutationFeatureImportance method Example (line 10) | public static void Example() class Data (line 78) | private class Data method GenerateData (line 101) | private static IEnumerable GenerateData(int nExamples = 10000, FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/MulticlassClassification/PermutationFeatureImportanceLoadFromDisk.cs class PermutationFeatureImportanceLoadFromDisk (line 11) | public static class PermutationFeatureImportanceLoadFromDisk method Example (line 13) | public static void Example() class Data (line 87) | private class Data method GenerateData (line 110) | private static IEnumerable GenerateData(int nExamples = 10000, FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/MulticlassClassification/SdcaMaximumEntropy.cs class SdcaMaximumEntropy (line 9) | public static class SdcaMaximumEntropy method Example (line 11) | public static void Example() method GenerateRandomDataPoints (line 95) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 120) | private class DataPoint class Prediction (line 128) | private class Prediction method PrintMetrics (line 137) | public static void PrintMetrics(MulticlassClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/MulticlassClassification/SdcaMaximumEntropyWithOptions.cs class SdcaMaximumEntropyWithOptions (line 10) | public static class SdcaMaximumEntropyWithOptions method Example (line 12) | public static void Example() method GenerateRandomDataPoints (line 105) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 130) | private class DataPoint class Prediction (line 138) | private class Prediction method PrintMetrics (line 147) | public static void PrintMetrics(MulticlassClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/MulticlassClassification/SdcaNonCalibrated.cs class SdcaNonCalibrated (line 9) | public static class SdcaNonCalibrated method Example (line 11) | public static void Example() method GenerateRandomDataPoints (line 96) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 121) | private class DataPoint class Prediction (line 129) | private class Prediction method PrintMetrics (line 138) | public static void PrintMetrics(MulticlassClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/MulticlassClassification/SdcaNonCalibratedWithOptions.cs class SdcaNonCalibratedWithOptions (line 10) | public static class SdcaNonCalibratedWithOptions method Example (line 12) | public static void Example() method GenerateRandomDataPoints (line 105) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 130) | private class DataPoint class Prediction (line 138) | private class Prediction method PrintMetrics (line 147) | public static void PrintMetrics(MulticlassClassificationMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Ranking/FastTree.cs class FastTree (line 9) | public static class FastTree method Example (line 14) | public static void Example() method GenerateRandomDataPoints (line 71) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 94) | private class DataPoint class Prediction (line 105) | private class Prediction method PrintMetrics (line 114) | public static void PrintMetrics(RankingMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Ranking/FastTreeWithOptions.cs class FastTreeWithOptions (line 10) | public static class FastTreeWithOptions method Example (line 15) | public static void Example() method GenerateRandomDataPoints (line 85) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 108) | private class DataPoint class Prediction (line 119) | private class Prediction method PrintMetrics (line 128) | public static void PrintMetrics(RankingMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Ranking/LightGbm.cs class LightGbm (line 9) | public static class LightGbm method Example (line 14) | public static void Example() method GenerateRandomDataPoints (line 71) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 94) | private class DataPoint class Prediction (line 105) | private class Prediction method PrintMetrics (line 114) | public static void PrintMetrics(RankingMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Ranking/LightGbmWithOptions.cs class LightGbmWithOptions (line 10) | public static class LightGbmWithOptions method Example (line 15) | public static void Example() method GenerateRandomDataPoints (line 86) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 109) | private class DataPoint class Prediction (line 120) | private class Prediction method PrintMetrics (line 129) | public static void PrintMetrics(RankingMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Ranking/PermutationFeatureImportance.cs class PermutationFeatureImportance (line 8) | public static class PermutationFeatureImportance method Example (line 10) | public static void Example() class Data (line 79) | private class Data method GenerateData (line 110) | private static IEnumerable GenerateData(int nExamples = 10000, FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Ranking/PermutationFeatureImportanceLoadFromDisk.cs class PermutationFeatureImportanceLoadFromDisk (line 10) | public static class PermutationFeatureImportanceLoadFromDisk method Example (line 12) | public static void Example() class Data (line 86) | private class Data method GenerateData (line 117) | private static IEnumerable GenerateData(int nExamples = 10000, FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Recommendation/MatrixFactorization.cs class MatrixFactorization (line 9) | public static class MatrixFactorization method Example (line 18) | public static void Example() method GenerateMatrix (line 90) | private static List GenerateMatrix() class MatrixElement (line 107) | private class MatrixElement method PrintMetrics (line 125) | private static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Recommendation/MatrixFactorizationWithOptions.cs class MatrixFactorizationWithOptions (line 10) | public static class MatrixFactorizationWithOptions method Example (line 19) | public static void Example() method GenerateMatrix (line 114) | private static List GenerateMatrix() class MatrixElement (line 131) | private class MatrixElement method PrintMetrics (line 149) | private static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Recommendation/OneClassMatrixFactorizationWithOptions.cs class OneClassMatrixFactorizationWithOptions (line 10) | public static class OneClassMatrixFactorizationWithOptions method Example (line 24) | public static void Example() class MatrixElement (line 142) | private class MatrixElement method GetOneClassMatrix (line 164) | private static void GetOneClassMatrix( FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/FastForest.cs class FastForestRegression (line 9) | public static class FastForestRegression method Example (line 14) | public static void Example() method GenerateRandomDataPoints (line 72) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 91) | private class DataPoint class Prediction (line 99) | private class Prediction method PrintMetrics (line 108) | private static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/FastForestWithOptions.cs class FastForestWithOptionsRegression (line 10) | public static class FastForestWithOptionsRegression method Example (line 15) | public static void Example() method GenerateRandomDataPoints (line 85) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 104) | private class DataPoint class Prediction (line 112) | private class Prediction method PrintMetrics (line 121) | private static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/FastTree.cs class FastTreeRegression (line 9) | public static class FastTreeRegression method Example (line 14) | public static void Example() method GenerateRandomDataPoints (line 72) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 91) | private class DataPoint class Prediction (line 99) | private class Prediction method PrintMetrics (line 108) | private static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/FastTreeTweedie.cs class FastTreeTweedieRegression (line 9) | public static class FastTreeTweedieRegression method Example (line 14) | public static void Example() method GenerateRandomDataPoints (line 72) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 91) | private class DataPoint class Prediction (line 99) | private class Prediction method PrintMetrics (line 108) | private static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/FastTreeTweedieWithOptions.cs class FastTreeTweedieWithOptionsRegression (line 10) | public static class FastTreeTweedieWithOptionsRegression method Example (line 15) | public static void Example() method GenerateRandomDataPoints (line 87) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 106) | private class DataPoint class Prediction (line 114) | private class Prediction method PrintMetrics (line 123) | private static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/FastTreeWithOptions.cs class FastTreeWithOptionsRegression (line 10) | public static class FastTreeWithOptionsRegression method Example (line 15) | public static void Example() method GenerateRandomDataPoints (line 88) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 107) | private class DataPoint class Prediction (line 115) | private class Prediction method PrintMetrics (line 124) | private static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/Gam.cs class Gam (line 9) | public static class Gam method Example (line 14) | public static void Example() method GenerateRandomDataPoints (line 72) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 91) | private class DataPoint class Prediction (line 99) | private class Prediction method PrintMetrics (line 108) | private static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/GamAdvanced.cs class GamAdvanced (line 8) | public static class GamAdvanced method Example (line 13) | public static void Example() class Data (line 123) | private class Data method GenerateData (line 140) | private static IEnumerable GenerateData(int numExamples = 25000, method Parabola (line 160) | private static float Parabola(float x) => x * x; method SimplePiecewise (line 162) | private static float SimplePiecewise(float x) method Sigmoid (line 172) | private static double Sigmoid(double x) => 1.0 / (1.0 + Math.Exp(-1 * ... FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/GamWithOptions.cs class GamWithOptions (line 10) | public static class GamWithOptions method Example (line 15) | public static void Example() method GenerateRandomDataPoints (line 83) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 102) | private class DataPoint class Prediction (line 110) | private class Prediction method PrintMetrics (line 119) | private static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/GamWithOptionsAdvanced.cs class GamWithOptionsAdvanced (line 9) | public static class GamWithOptionsAdvanced method Example (line 14) | public static void Example() class Data (line 131) | private class Data method GenerateData (line 148) | private static IEnumerable GenerateData(int numExamples = 25000, method Parabola (line 168) | private static float Parabola(float x) => x * x; method SimplePiecewise (line 170) | private static float SimplePiecewise(float x) method Sigmoid (line 180) | private static double Sigmoid(double x) => 1.0 / (1.0 + Math.Exp(-1 * ... FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/LbfgsPoissonRegression.cs class LbfgsPoissonRegression (line 9) | public static class LbfgsPoissonRegression method Example (line 11) | public static void Example() method GenerateRandomDataPoints (line 70) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 89) | private class DataPoint class Prediction (line 97) | private class Prediction method PrintMetrics (line 106) | private static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/LbfgsPoissonRegressionWithOptions.cs class LbfgsPoissonRegressionWithOptions (line 10) | public static class LbfgsPoissonRegressionWithOptions method Example (line 12) | public static void Example() method GenerateRandomDataPoints (line 84) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 103) | private class DataPoint class Prediction (line 111) | private class Prediction method PrintMetrics (line 120) | private static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/LightGbm.cs class LightGbm (line 9) | public static class LightGbm method Example (line 14) | public static void Example() method GenerateRandomDataPoints (line 73) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 92) | private class DataPoint class Prediction (line 100) | private class Prediction method PrintMetrics (line 109) | private static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/LightGbmAdvanced.cs class LightGbmAdvanced (line 8) | class LightGbmAdvanced method Example (line 13) | public static void Example() method PrintMetrics (line 75) | private static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/LightGbmWithOptions.cs class LightGbmWithOptions (line 10) | public static class LightGbmWithOptions method Example (line 15) | public static void Example() method GenerateRandomDataPoints (line 92) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 111) | private class DataPoint class Prediction (line 119) | private class Prediction method PrintMetrics (line 128) | private static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/LightGbmWithOptionsAdvanced.cs class LightGbmWithOptionsAdvanced (line 9) | class LightGbmWithOptionsAdvanced method Example (line 14) | public static void Example() method PrintMetrics (line 84) | public static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/OnlineGradientDescent.cs class OnlineGradientDescent (line 9) | public static class OnlineGradientDescent method Example (line 11) | public static void Example() method GenerateRandomDataPoints (line 61) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 80) | private class DataPoint class Prediction (line 88) | private class Prediction method PrintMetrics (line 97) | private static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/OnlineGradientDescentWithOptions.cs class OnlineGradientDescentWithOptions (line 10) | public static class OnlineGradientDescentWithOptions method Example (line 12) | public static void Example() method GenerateRandomDataPoints (line 77) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 96) | private class DataPoint class Prediction (line 104) | private class Prediction method PrintMetrics (line 113) | private static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/OrdinaryLeastSquares.cs class Ols (line 9) | public static class Ols method Example (line 11) | public static void Example() method GenerateRandomDataPoints (line 69) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 88) | private class DataPoint class Prediction (line 96) | private class Prediction method PrintMetrics (line 105) | private static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/OrdinaryLeastSquaresAdvanced.cs class OrdinaryLeastSquaresAdvanced (line 8) | public static class OrdinaryLeastSquaresAdvanced method Example (line 16) | public static void Example() method PrintMetrics (line 76) | public static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/OrdinaryLeastSquaresWithOptions.cs class OlsWithOptions (line 10) | public static class OlsWithOptions method Example (line 12) | public static void Example() method GenerateRandomDataPoints (line 81) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 100) | private class DataPoint class Prediction (line 108) | private class Prediction method PrintMetrics (line 117) | private static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/OrdinaryLeastSquaresWithOptionsAdvanced.cs class OrdinaryLeastSquaresWithOptionsAdvanced (line 9) | public static class OrdinaryLeastSquaresWithOptionsAdvanced method Example (line 17) | public static void Example() method PrintMetrics (line 80) | public static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/PermutationFeatureImportance.cs class PermutationFeatureImportance (line 8) | public static class PermutationFeatureImportance method Example (line 10) | public static void Example() class Data (line 84) | private class Data method GenerateData (line 107) | private static IEnumerable GenerateData(int nExamples = 10000, FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/PermutationFeatureImportanceLoadFromDisk.cs class PermutationFeatureImportanceLoadFromDisk (line 10) | public static class PermutationFeatureImportanceLoadFromDisk method Example (line 12) | public static void Example() class Data (line 91) | private class Data method GenerateData (line 114) | private static IEnumerable GenerateData(int nExamples = 10000, FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/Sdca.cs class Sdca (line 9) | public static class Sdca method Example (line 11) | public static void Example() method GenerateRandomDataPoints (line 69) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 88) | private class DataPoint class Prediction (line 96) | private class Prediction method PrintMetrics (line 105) | private static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/SdcaWithOptions.cs class SdcaWithOptions (line 10) | public static class SdcaWithOptions method Example (line 12) | public static void Example() method GenerateRandomDataPoints (line 85) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 104) | private class DataPoint class Prediction (line 112) | private class Prediction method PrintMetrics (line 121) | private static void PrintMetrics(RegressionMetrics metrics) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/ApplyONNXModelWithInMemoryImages.cs class ApplyOnnxModelWithInMemoryImages (line 9) | public static class ApplyOnnxModelWithInMemoryImages method Example (line 12) | public static void Example() class ImageDataPoint (line 83) | private class ImageDataPoint method ImageDataPoint (line 101) | public ImageDataPoint() method ImageDataPoint (line 106) | public ImageDataPoint(byte red, byte green, byte blue) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/ApplyOnnxModel.cs class ApplyOnnxModel (line 9) | public static class ApplyOnnxModel method Example (line 11) | public static void Example() class TensorData (line 63) | public class TensorData method GetTensorData (line 70) | public static TensorData[] GetTensorData() class Prediction (line 85) | class Prediction FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/ApproximatedKernelMap.cs class ApproximatedKernelMap (line 10) | public static class ApproximatedKernelMap method Example (line 14) | public static void Example() class DataPoint (line 53) | private class DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/CalculateFeatureContribution.cs class CalculateFeatureContribution (line 8) | public static class CalculateFeatureContribution method Example (line 10) | public static void Example() class Data (line 90) | private class Data class ScoredData (line 99) | private class ScoredData : Data method GenerateData (line 116) | private static IEnumerable GenerateData(int nExamples = 10000, FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/CalculateFeatureContributionCalibrated.cs class CalculateFeatureContributionCalibrated (line 8) | public static class CalculateFeatureContributionCalibrated method Example (line 10) | public static void Example() class Data (line 93) | private class Data class ScoredData (line 102) | private class ScoredData : Data method GenerateData (line 123) | private static IEnumerable GenerateData(int nExamples = 10000, method Sigmoid (line 143) | private static double Sigmoid(double x) => 1.0 / (1.0 + Math.Exp(-1 * ... FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Categorical/OneHotEncoding.cs class OneHotEncoding (line 8) | public static class OneHotEncoding method Example (line 10) | public static void Example() method PrintDataColumn (line 74) | private static void PrintDataColumn(IDataView transformedData, class DataPoint (line 89) | private class DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Categorical/OneHotEncodingMultiColumn.cs class OneHotEncodingMultiColumn (line 6) | public static class OneHotEncodingMultiColumn method Example (line 8) | public static void Example() class DataPoint (line 61) | private class DataPoint class TransformedData (line 68) | private class TransformedData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Categorical/OneHotHashEncoding.cs class OneHotHashEncoding (line 8) | public static class OneHotHashEncoding method Example (line 10) | public static void Example() method PrintDataColumn (line 74) | private static void PrintDataColumn(IDataView transformedData, class DataPoint (line 88) | private class DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Categorical/OneHotHashEncodingMultiColumn.cs class OneHotHashEncodingMultiColumn (line 6) | public static class OneHotHashEncodingMultiColumn method Example (line 8) | public static void Example() class DataPoint (line 64) | private class DataPoint class TransformedData (line 71) | private class TransformedData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Concatenate.cs class Concatenate (line 8) | public static class Concatenate method Example (line 10) | public static void Example() class InputData (line 78) | private class InputData class TransformedData (line 86) | private sealed class TransformedData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Conversion/ConvertType.cs class ConvertType (line 7) | public static class ConvertType method Example (line 9) | public static void Example() class InputData (line 49) | private class InputData class TransformedData (line 54) | private sealed class TransformedData : InputData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Conversion/ConvertTypeMultiColumn.cs class ConvertTypeMultiColumn (line 11) | public static class ConvertTypeMultiColumn method Example (line 13) | public static void Example() class InputData (line 78) | private class InputData class TransformedData (line 87) | private class TransformedData : InputData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Conversion/Hash.cs class Hash (line 8) | public static class Hash method Example (line 10) | public static void Example() class DataPoint (line 97) | public class DataPoint class TransformedDataPoint (line 103) | public class TransformedDataPoint : DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Conversion/HashWithOptions.cs class HashWithOptions (line 10) | public static class HashWithOptions method Example (line 12) | public static void Example() class DataPoint (line 111) | public class DataPoint class TransformedDataPoint (line 117) | public class TransformedDataPoint : DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Conversion/KeyToValueToKey.cs class KeyToValueToKey (line 10) | public class KeyToValueToKey method Example (line 12) | public static void Example() class DataPoint (line 109) | private class DataPoint class TransformedData (line 114) | private class TransformedData : DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Conversion/MapKeyToBinaryVector.cs class MapKeyToBinaryVector (line 8) | class MapKeyToBinaryVector method Example (line 16) | public static void Example() class DataPoint (line 60) | private class DataPoint class TransformedData (line 67) | private class TransformedData : DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Conversion/MapKeyToValueMultiColumn.cs class MapKeyToValueMultiColumn (line 11) | public class MapKeyToValueMultiColumn method Example (line 13) | public static void Example() class DataPoint (line 80) | private class DataPoint method GenerateRandomDataPoints (line 87) | private static List GenerateRandomDataPoints(int count, class TransformedData (line 117) | private class TransformedData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Conversion/MapKeyToVector.cs class MapKeyToVector (line 9) | class MapKeyToVector method Example (line 15) | public static void Example() class DataPoint (line 77) | private class DataPoint class TransformedData (line 86) | private class TransformedData : DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Conversion/MapKeyToVectorMultiColumn.cs class MapKeyToVectorMultiColumn (line 8) | public class MapKeyToVectorMultiColumn method Example (line 15) | public static void Example() class DataPoint (line 67) | private class DataPoint class TransformedData (line 79) | private class TransformedData : DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Conversion/MapValue.cs class MapValue (line 7) | public static class MapValue method Example (line 12) | public static void Example() class DataPoint (line 93) | private class DataPoint class TransformedData (line 99) | private class TransformedData : DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Conversion/MapValueIdvLookup.cs class MapValueIdvLookup (line 7) | public static class MapValueIdvLookup method Example (line 12) | public static void Example() class LookupMap (line 73) | private class LookupMap class DataPoint (line 79) | private class DataPoint class TransformedData (line 84) | private class TransformedData : DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Conversion/MapValueToArray.cs class MapValueToArray (line 7) | public static class MapValueToArray method Example (line 15) | public static void Example() class DataPoint (line 69) | public class DataPoint class TransformedData (line 74) | public class TransformedData : DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Conversion/MapValueToKeyMultiColumn.cs class MapValueToKeyMultiColumn (line 7) | public static class MapValueToKeyMultiColumn method Example (line 13) | public static void Example() class DataPoint (line 112) | private class DataPoint class TransformedData (line 118) | private class TransformedData : DataPoint class LookupMap (line 125) | private class LookupMap FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/CopyColumns.cs class CopyColumns (line 7) | public static class CopyColumns method Example (line 9) | public static void Example() class InputData (line 77) | private class InputData class TransformedData (line 83) | private class TransformedData : InputData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/CountTargetEncoding.cs class CountTargetEncoding (line 10) | public static class CountTargetEncoding method Example (line 12) | public static void Example() class DataPoint (line 104) | private class DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/CustomMapping.cs class CustomMapping (line 7) | public static class CustomMapping method Example (line 13) | public static void Example() class CustomMappingOutput (line 64) | private class CustomMappingOutput class InputData (line 70) | private class InputData class TransformedData (line 77) | private class TransformedData : InputData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/CustomMappingSaveAndLoad.cs class CustomMappingSaveAndLoad (line 8) | public static class CustomMappingSaveAndLoad method Example (line 16) | public static void Example() class IsUnderThirtyCustomAction (line 82) | [CustomMappingFactoryAttribute("IsUnderThirty")] method CustomAction (line 88) | public static void CustomAction(InputData input, CustomMappingOutput method GetMapping (line 91) | public override Action GetMapping() class CustomMappingOutput (line 97) | private class CustomMappingOutput class InputData (line 103) | private class InputData class TransformedData (line 110) | private class TransformedData : InputData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/CustomMappingWithInMemoryCustomType.cs class CustomMappingWithInMemoryCustomType (line 9) | class CustomMappingWithInMemoryCustomType method Example (line 21) | public static void Example() class AlienBody (line 68) | private class AlienBody method AlienBody (line 75) | public AlienBody(int age, float height, float weight, int handCount) class AlienTypeAttributeAttribute (line 89) | private sealed class AlienTypeAttributeAttribute : DataViewTypeAttribute method AlienTypeAttributeAttribute (line 94) | public AlienTypeAttributeAttribute(int raceId) method Register (line 101) | public override void Register() method Equals (line 107) | public override bool Equals(DataViewTypeAttribute other) method GetHashCode (line 114) | public override int GetHashCode() => RaceId.GetHashCode(); class AlienHero (line 130) | private class AlienHero method AlienHero (line 140) | public AlienHero() method AlienHero (line 147) | public AlienHero(string name, class DataViewAlienBodyType (line 163) | private class DataViewAlienBodyType : StructuredDataViewType method DataViewAlienBodyType (line 167) | public DataViewAlienBodyType(int id) : base(typeof(AlienBody)) method Equals (line 172) | public override bool Equals(DataViewType other) method GetHashCode (line 179) | public override int GetHashCode() class SuperAlienHero (line 189) | private class SuperAlienHero method SuperAlienHero (line 196) | public SuperAlienHero() class AlienFusionProcess (line 205) | private class AlienFusionProcess method MergeBody (line 207) | public static void MergeBody(AlienHero input, SuperAlienHero output) method GetMapping (line 216) | public static Action GetMapping() FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/DropColumns.cs class DropColumns (line 7) | public static class DropColumns method Example (line 9) | public static void Example() class InputData (line 89) | private class InputData class TransformedData (line 97) | private class TransformedData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Expression.cs class Expression (line 8) | public static class Expression method Example (line 10) | public static void Example() class InputData (line 74) | private class InputData method InputData (line 85) | public InputData(float f, float[] fv, int i, string s, bool b, strin... class TransformedData (line 96) | private sealed class TransformedData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/FeatureSelection/SelectFeaturesBasedOnCount.cs class SelectFeaturesBasedOnCount (line 8) | public static class SelectFeaturesBasedOnCount method Example (line 10) | public static void Example() class TransformedData (line 62) | public class TransformedData class InputData (line 69) | public class InputData method GetData (line 81) | public static IEnumerable GetData() FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/FeatureSelection/SelectFeaturesBasedOnCountMultiColumn.cs class SelectFeaturesBasedOnCountMultiColumn (line 8) | public static class SelectFeaturesBasedOnCountMultiColumn method Example (line 10) | public static void Example() class TransformedData (line 62) | private class TransformedData class InputData (line 69) | public class InputData method GetData (line 81) | public static IEnumerable GetData() FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/FeatureSelection/SelectFeaturesBasedOnMutualInformation.cs class SelectFeaturesBasedOnMutualInformation (line 8) | public static class SelectFeaturesBasedOnMutualInformation method Example (line 10) | public static void Example() class TransformedData (line 59) | public class TransformedData class NumericData (line 64) | public class NumericData method GetData (line 75) | public static IEnumerable GetData() FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/FeatureSelection/SelectFeaturesBasedOnMutualInformationMultiColumn.cs class SelectFeaturesBasedOnMutualInformationMultiColumn (line 8) | public static class SelectFeaturesBasedOnMutualInformationMultiColumn method Example (line 10) | public static void Example() class TransformedData (line 63) | private class TransformedData class NumericData (line 70) | public class NumericData method GetData (line 84) | public static IEnumerable GetData() FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/ImageAnalytics/ConvertToGrayScale.cs class ConvertToGrayscale (line 8) | public static class ConvertToGrayscale method Example (line 12) | public static void Example() method PrintColumns (line 60) | private static void PrintColumns(IDataView transformedData) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/ImageAnalytics/ConvertToGrayScaleInMemory.cs class ConvertToGrayScaleInMemory (line 8) | class ConvertToGrayScaleInMemory method Example (line 10) | public static void Example() class ImageDataPoint (line 84) | private class ImageDataPoint method ImageDataPoint (line 92) | public ImageDataPoint() method ImageDataPoint (line 98) | public ImageDataPoint(int width, int height, byte red, byte green, b... FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/ImageAnalytics/ConvertToImage.cs class ConvertToImage (line 9) | public static class ConvertToImage method Example (line 18) | public static void Example() method PrintColumns (line 48) | private static void PrintColumns(IDataView transformedData) class DataPoint (line 88) | private class DataPoint method GenerateRandomDataPoints (line 94) | private static IEnumerable GenerateRandomDataPoints(int count, FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/ImageAnalytics/DnnFeaturizeImage.cs class DnnFeaturizeImage (line 8) | public static class DnnFeaturizeImage method Example (line 10) | public static void Example() FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/ImageAnalytics/ExtractPixels.cs class ExtractPixels (line 9) | public static class ExtractPixels method Example (line 14) | public static void Example() method PrintColumns (line 67) | private static void PrintColumns(IDataView transformedData) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/ImageAnalytics/LoadImages.cs class LoadImages (line 8) | public static class LoadImages method Example (line 11) | public static void Example() method PrintColumns (line 58) | private static void PrintColumns(IDataView transformedData) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/ImageAnalytics/ResizeImages.cs class ResizeImages (line 8) | public static class ResizeImages method Example (line 11) | public static void Example() method PrintColumns (line 62) | private static void PrintColumns(IDataView transformedData) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/IndicateMissingValues.cs class IndicateMissingValues (line 9) | public static class IndicateMissingValues method Example (line 11) | public static void Example() class DataPoint (line 56) | private class DataPoint class SampleDataTransformed (line 62) | private sealed class SampleDataTransformed : DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/IndicateMissingValuesMultiColumn.cs class IndicateMissingValuesMultiColumn (line 8) | public static class IndicateMissingValuesMultiColumn method Example (line 10) | public static void Example() class DataPoint (line 66) | private class DataPoint class SampleDataTransformed (line 74) | private sealed class SampleDataTransformed : DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/NormalizeBinning.cs class NormalizeBinning (line 11) | public class NormalizeBinning method Example (line 13) | public static void Example() class DataPoint (line 117) | private class DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/NormalizeBinningMulticolumn.cs class NormalizeBinningMulticolumn (line 11) | public class NormalizeBinningMulticolumn method Example (line 13) | public static void Example() class DataPoint (line 63) | private class DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/NormalizeGlobalContrast.cs class NormalizeGlobalContrast (line 9) | class NormalizeGlobalContrast method Example (line 11) | public static void Example() class DataPoint (line 47) | private class DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/NormalizeLogMeanVariance.cs class NormalizeLogMeanVariance (line 11) | public class NormalizeLogMeanVariance method Example (line 13) | public static void Example() class DataPoint (line 95) | private class DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/NormalizeLogMeanVarianceFixZero.cs class NormalizeLogMeanVarianceFixZero (line 11) | public class NormalizeLogMeanVarianceFixZero method Example (line 13) | public static void Example() class DataPoint (line 76) | private class DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/NormalizeLpNorm.cs class NormalizeLpNorm (line 10) | class NormalizeLpNorm method Example (line 12) | public static void Example() class DataPoint (line 48) | private class DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/NormalizeMeanVariance.cs class NormalizeMeanVariance (line 11) | public class NormalizeMeanVariance method Example (line 13) | public static void Example() class DataPoint (line 97) | private class DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/NormalizeMinMax.cs class NormalizeMinMax (line 11) | public class NormalizeMinMax method Example (line 13) | public static void Example() class DataPoint (line 85) | private class DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/NormalizeMinMaxMulticolumn.cs class NormalizeMinMaxMulticolumn (line 11) | class NormalizeMinMaxMulticolumn method Example (line 13) | public static void Example() class DataPoint (line 123) | private class DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/NormalizeSupervisedBinning.cs class NormalizeSupervisedBinning (line 11) | public class NormalizeSupervisedBinning method Example (line 13) | public static void Example() class DataPoint (line 136) | private class DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Projection/VectorWhiten.cs class VectorWhiten (line 9) | public sealed class VectorWhiten method Example (line 14) | public static void Example() class SampleVectorOfNumbersData (line 72) | private class SampleVectorOfNumbersData method GetVectorOfNumbersData (line 81) | private static IEnumerable FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Projection/VectorWhitenWithOptions.cs class VectorWhitenWithOptions (line 9) | public sealed class VectorWhitenWithOptions method Example (line 13) | public static void Example() class SampleVectorOfNumbersData (line 71) | private class SampleVectorOfNumbersData method GetVectorOfNumbersData (line 80) | private static IEnumerable FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/ReplaceMissingValues.cs class ReplaceMissingValues (line 10) | class ReplaceMissingValues method Example (line 12) | public static void Example() class DataPoint (line 92) | private class DataPoint class SampleDataTransformed (line 98) | private sealed class SampleDataTransformed : DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/ReplaceMissingValuesMultiColumn.cs class ReplaceMissingValuesMultiColumn (line 9) | class ReplaceMissingValuesMultiColumn method Example (line 11) | public static void Example() class DataPoint (line 105) | private class DataPoint class SampleDataTransformed (line 113) | private sealed class SampleDataTransformed : DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/SelectColumns.cs class SelectColumns (line 7) | public static class SelectColumns method Example (line 9) | public static void Example() class InputData (line 79) | private class InputData class TransformedData (line 87) | private class TransformedData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/StatefulCustomMapping.cs class StatefulCustomMapping (line 7) | public static class StatefulCustomMapping method Example (line 9) | public static void Example() class CustomMappingOutput (line 83) | private class CustomMappingOutput class InputData (line 89) | private class InputData class State (line 94) | private class State class TransformedData (line 102) | private class TransformedData : InputData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Text/ApplyCustomWordEmbedding.cs class ApplyCustomWordEmbedding (line 8) | public static class ApplyCustomWordEmbedding method Example (line 10) | public static void Example() class TextData (line 82) | private class TextData class TransformedTextData (line 87) | private class TransformedTextData : TextData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Text/ApplyWordEmbedding.cs class ApplyWordEmbedding (line 8) | public static class ApplyWordEmbedding method Example (line 10) | public static void Example() class TextData (line 72) | private class TextData class TransformedTextData (line 77) | private class TransformedTextData : TextData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Text/FeaturizeText.cs class FeaturizeText (line 7) | public static class FeaturizeText method Example (line 9) | public static void Example() class TextData (line 80) | private class TextData class TransformedTextData (line 85) | private class TransformedTextData : TextData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Text/FeaturizeTextWithOptions.cs class FeaturizeTextWithOptions (line 8) | public static class FeaturizeTextWithOptions method Example (line 10) | public static void Example() class TextData (line 102) | private class TextData class TransformedTextData (line 107) | private class TransformedTextData : TextData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Text/LatentDirichletAllocation.cs class LatentDirichletAllocation (line 7) | public static class LatentDirichletAllocation method Example (line 9) | public static void Example() method PrintLdaFeatures (line 72) | private static void PrintLdaFeatures(TransformedTextData prediction) class TextData (line 79) | private class TextData class TransformedTextData (line 84) | private class TransformedTextData : TextData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Text/NormalizeText.cs class NormalizeText (line 8) | public static class NormalizeText method Example (line 10) | public static void Example() class TextData (line 57) | private class TextData class TransformedTextData (line 62) | private class TransformedTextData : TextData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Text/ProduceHashedNgrams.cs class ProduceHashedNgrams (line 8) | public static class ProduceHashedNgrams method Example (line 10) | public static void Example() class TextData (line 100) | private class TextData class TransformedTextData (line 105) | private class TransformedTextData : TextData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Text/ProduceHashedWordBags.cs class ProduceHashedWordBags (line 8) | public static class ProduceHashedWordBags method Example (line 10) | public static void Example() class TextData (line 101) | private class TextData class TransformedTextData (line 106) | private class TransformedTextData : TextData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Text/ProduceNgrams.cs class ProduceNgrams (line 9) | public static class ProduceNgrams method Example (line 11) | public static void Example() class TextData (line 107) | private class TextData class TransformedTextData (line 112) | private class TransformedTextData : TextData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Text/ProduceWordBags.cs class ProduceWordBags (line 9) | public static class ProduceWordBags method Example (line 11) | public static void Example() class TextData (line 107) | private class TextData class TransformedTextData (line 112) | private class TransformedTextData : TextData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Text/RemoveDefaultStopWords.cs class RemoveDefaultStopWords (line 8) | public static class RemoveDefaultStopWords method Example (line 10) | public static void Example() class TextData (line 67) | private class TextData class TransformedTextData (line 72) | private class TransformedTextData : TextData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Text/RemoveStopWords.cs class RemoveStopWords (line 7) | public static class RemoveStopWords method Example (line 9) | public static void Example() class TextData (line 66) | private class TextData class TransformedTextData (line 71) | private class TransformedTextData : TextData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Text/TokenizeIntoCharactersAsKeys.cs class TokenizeIntoCharactersAsKeys (line 7) | public static class TokenizeIntoCharactersAsKeys method Example (line 9) | public static void Example() class TextData (line 67) | private class TextData class TransformedTextData (line 72) | private class TransformedTextData : TextData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/Text/TokenizeIntoWords.cs class TokenizeIntoWords (line 7) | public static class TokenizeIntoWords method Example (line 9) | public static void Example() class TextData (line 61) | private class TextData class TransformedTextData (line 66) | private class TransformedTextData : TextData FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/TimeSeries/DetectAnomalyBySrCnn.cs class DetectAnomalyBySrCnn (line 10) | public static class DetectAnomalyBySrCnn method Example (line 15) | public static void Example() method PrintPrediction (line 111) | private static void PrintPrediction(float value, SrCnnAnomalyDetection class TimeSeriesData (line 116) | private class TimeSeriesData method TimeSeriesData (line 120) | public TimeSeriesData(float value) class SrCnnAnomalyDetection (line 126) | private class SrCnnAnomalyDetection FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/TimeSeries/DetectAnomalyBySrCnnBatchPrediction.cs class DetectAnomalyBySrCnnBatchPrediction (line 8) | public static class DetectAnomalyBySrCnnBatchPrediction method Example (line 10) | public static void Example() method PrintPrediction (line 85) | private static void PrintPrediction(float value, SrCnnAnomalyDetection class TimeSeriesData (line 90) | private class TimeSeriesData method TimeSeriesData (line 94) | public TimeSeriesData(float value) class SrCnnAnomalyDetection (line 100) | private class SrCnnAnomalyDetection FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/TimeSeries/DetectChangePointBySsa.cs class DetectChangePointBySsa (line 10) | public static class DetectChangePointBySsa method Example (line 18) | public static void Example() method PrintPrediction (line 126) | private static void PrintPrediction(float value, ChangePointPrediction class ChangePointPrediction (line 132) | class ChangePointPrediction class TimeSeriesData (line 138) | class TimeSeriesData method TimeSeriesData (line 142) | public TimeSeriesData(float value) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/TimeSeries/DetectChangePointBySsaBatchPrediction.cs class DetectChangePointBySsaBatchPrediction (line 8) | public static class DetectChangePointBySsaBatchPrediction method Example (line 14) | public static void Example() method PrintPrediction (line 102) | private static void PrintPrediction(float value, ChangePointPrediction class ChangePointPrediction (line 108) | class ChangePointPrediction class TimeSeriesData (line 114) | class TimeSeriesData method TimeSeriesData (line 118) | public TimeSeriesData(float value) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/TimeSeries/DetectChangePointBySsaStream.cs class DetectChangePointBySsaStream (line 10) | public static class DetectChangePointBySsaStream method Example (line 18) | public static void Example() method PrintPrediction (line 130) | private static void PrintPrediction(float value, ChangePointPrediction class ChangePointPrediction (line 136) | class ChangePointPrediction class TimeSeriesData (line 142) | class TimeSeriesData method TimeSeriesData (line 146) | public TimeSeriesData(float value) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/TimeSeries/DetectEntireAnomalyBySrCnn.cs class DetectEntireAnomalyBySrCnn (line 9) | public static class DetectEntireAnomalyBySrCnn method Example (line 11) | public static void Example() method PrintPrediction (line 83) | private static void PrintPrediction(int idx, double value, SrCnnAnomal... class TimeSeriesData (line 88) | private class TimeSeriesData class SrCnnAnomalyDetection (line 93) | private class SrCnnAnomalyDetection FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/TimeSeries/DetectIidChangePoint.cs class DetectIidChangePoint (line 14) | public static class DetectIidChangePoint method Example (line 19) | public static void Example() method PrintPrediction (line 141) | private static void PrintPrediction(float value, ChangePointPrediction class ChangePointPrediction (line 147) | class ChangePointPrediction class TimeSeriesData (line 153) | class TimeSeriesData method TimeSeriesData (line 157) | public TimeSeriesData(float value) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/TimeSeries/DetectIidChangePointBatchPrediction.cs class DetectIidChangePointBatchPrediction (line 12) | public static class DetectIidChangePointBatchPrediction method Example (line 17) | public static void Example() method PrintPrediction (line 92) | private static void PrintPrediction(float value, ChangePointPrediction class ChangePointPrediction (line 98) | class ChangePointPrediction class TimeSeriesData (line 104) | class TimeSeriesData method TimeSeriesData (line 108) | public TimeSeriesData(float value) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/TimeSeries/DetectIidSpike.cs class DetectIidSpike (line 10) | public static class DetectIidSpike method Example (line 15) | public static void Example() method PrintPrediction (line 104) | private static void PrintPrediction(float value, IidSpikePrediction class TimeSeriesData (line 110) | class TimeSeriesData method TimeSeriesData (line 114) | public TimeSeriesData(float value) class IidSpikePrediction (line 120) | class IidSpikePrediction FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/TimeSeries/DetectIidSpikeBatchPrediction.cs class DetectIidSpikeBatchPrediction (line 8) | public static class DetectIidSpikeBatchPrediction method Example (line 13) | public static void Example() method PrintPrediction (line 79) | private static void PrintPrediction(float value, IidSpikePrediction class TimeSeriesData (line 85) | class TimeSeriesData method TimeSeriesData (line 89) | public TimeSeriesData(float value) class IidSpikePrediction (line 95) | class IidSpikePrediction FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/TimeSeries/DetectSeasonality.cs class DetectSeasonality (line 9) | public static class DetectSeasonality method Example (line 11) | public static void Example() class TimeSeriesData (line 40) | private class TimeSeriesData method TimeSeriesData (line 44) | public TimeSeriesData(double value) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/TimeSeries/DetectSpikeBySsa.cs class DetectSpikeBySsa (line 10) | public static class DetectSpikeBySsa method Example (line 16) | public static void Example() method PrintPrediction (line 116) | private static void PrintPrediction(float value, SsaSpikePrediction class TimeSeriesData (line 122) | class TimeSeriesData method TimeSeriesData (line 126) | public TimeSeriesData(float value) class SsaSpikePrediction (line 132) | class SsaSpikePrediction FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/TimeSeries/DetectSpikeBySsaBatchPrediction.cs class DetectSpikeBySsaBatchPrediction (line 8) | public static class DetectSpikeBySsaBatchPrediction method Example (line 14) | public static void Example() method PrintPrediction (line 105) | private static void PrintPrediction(float value, SsaSpikePrediction class TimeSeriesData (line 111) | class TimeSeriesData method TimeSeriesData (line 115) | public TimeSeriesData(float value) class SsaSpikePrediction (line 121) | class SsaSpikePrediction FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/TimeSeries/Forecasting.cs class Forecasting (line 9) | public static class Forecasting method Example (line 13) | public static void Example() class ForecastResult (line 97) | class ForecastResult class TimeSeriesData (line 102) | class TimeSeriesData method TimeSeriesData (line 106) | public TimeSeriesData(float value) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/TimeSeries/ForecastingWithConfidenceInterval.cs class ForecastingWithConfidenceInternal (line 9) | public static class ForecastingWithConfidenceInternal method Example (line 13) | public static void Example() method PrintForecastValuesAndIntervals (line 109) | static void PrintForecastValuesAndIntervals(float[] forecast, float[] class ForecastResult (line 121) | class ForecastResult class TimeSeriesData (line 128) | class TimeSeriesData method TimeSeriesData (line 132) | public TimeSeriesData(float value) FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/TimeSeries/LocalizeRootCause.cs class LocalizeRootCause (line 8) | public static class LocalizeRootCause method Example (line 12) | public static void Example() method GetPoints (line 38) | private static List GetPoints() method GetAnomalyDimension (line 99) | private static Dictionary GetAnomalyDimension() method GetTimestamp (line 109) | private static DateTime GetTimestamp() FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/TimeSeries/LocalizeRootCauseMultidimension.cs class LocalizeRootCauseMultipleDimensions (line 9) | public static class LocalizeRootCauseMultipleDimensions method Example (line 13) | public static void Example() method GetTimeSeriesPoints (line 44) | private static List GetTimeSeriesPoints() method GetAnomalyDimension (line 125) | private static Dictionary GetAnomalyDimension() method GetTimestamp (line 135) | private static DateTime GetTimestamp() FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/TreeFeaturization/FastForestBinaryFeaturizationWithOptions.cs class FastForestBinaryFeaturizationWithOptions (line 10) | public static class FastForestBinaryFeaturizationWithOptions method Example (line 14) | public static void Example() method GenerateRandomDataPoints (line 122) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 144) | private class DataPoint class TransformedDataPoint (line 152) | private class TransformedDataPoint : DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/TreeFeaturization/FastForestRegressionFeaturizationWithOptions.cs class FastForestRegressionFeaturizationWithOptions (line 10) | public static class FastForestRegressionFeaturizationWithOptions method Example (line 14) | public static void Example() method GenerateRandomDataPoints (line 123) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 142) | private class DataPoint class TransformedDataPoint (line 150) | private class TransformedDataPoint : DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/TreeFeaturization/FastTreeBinaryFeaturizationWithOptions.cs class FastTreeBinaryFeaturizationWithOptions (line 10) | public static class FastTreeBinaryFeaturizationWithOptions method Example (line 14) | public static void Example() method GenerateRandomDataPoints (line 124) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 146) | private class DataPoint class TransformedDataPoint (line 154) | private class TransformedDataPoint : DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/TreeFeaturization/FastTreeRankingFeaturizationWithOptions.cs class FastTreeRankingFeaturizationWithOptions (line 10) | public static class FastTreeRankingFeaturizationWithOptions method Example (line 14) | public static void Example() method GenerateRandomDataPoints (line 120) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 143) | private class DataPoint class TransformedDataPoint (line 154) | private class TransformedDataPoint : DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/TreeFeaturization/FastTreeRegressionFeaturizationWithOptions.cs class FastTreeRegressionFeaturizationWithOptions (line 10) | public static class FastTreeRegressionFeaturizationWithOptions method Example (line 14) | public static void Example() method GenerateRandomDataPoints (line 123) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 142) | private class DataPoint class TransformedDataPoint (line 150) | private class TransformedDataPoint : DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/TreeFeaturization/FastTreeTweedieFeaturizationWithOptions.cs class FastTreeTweedieFeaturizationWithOptions (line 10) | public static class FastTreeTweedieFeaturizationWithOptions method Example (line 14) | public static void Example() method GenerateRandomDataPoints (line 123) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 142) | private class DataPoint class TransformedDataPoint (line 150) | private class TransformedDataPoint : DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/Transforms/TreeFeaturization/PretrainedTreeEnsembleFeaturizationWithOptions.cs class PretrainedTreeEnsembleFeaturizationWithOptions (line 10) | public static class PretrainedTreeEnsembleFeaturizationWithOptions method Example (line 12) | public static void Example() method GenerateRandomDataPoints (line 131) | private static IEnumerable GenerateRandomDataPoints(int count, class DataPoint (line 153) | private class DataPoint class TransformedDataPoint (line 161) | private class TransformedDataPoint : DataPoint FILE: docs/samples/Microsoft.ML.Samples/Dynamic/WithOnFitDelegate.cs class WithOnFitDelegate (line 12) | public class WithOnFitDelegate method Example (line 14) | public static void Example() class DataPoint (line 81) | private class DataPoint FILE: docs/samples/Microsoft.ML.Samples/Program.cs class Program (line 7) | public static class Program method Main (line 9) | public static void Main(string[] args) => RunAll(args.Length == 0 ? nu... method RunAll (line 11) | internal static void RunAll(string name = null) FILE: eng/common/cross/install-debs.py function download_file (line 19) | async def download_file(session, url, dest_path, max_retries=3, retry_de... function download_deb_files_parallel (line 42) | async def download_deb_files_parallel(mirror, packages, tmp_dir): function download_package_index_parallel (line 58) | async def download_package_index_parallel(mirror, arch, suites): function fetch_and_decompress (line 80) | async def fetch_and_decompress(session, url): function parse_debian_version (line 95) | def parse_debian_version(version): function compare_upstream_version (line 103) | def compare_upstream_version(v1, v2): function compare_debian_versions (line 121) | def compare_debian_versions(version1, version2): function resolve_dependencies (line 135) | def resolve_dependencies(packages, aliases, desired_packages): function parse_package_index (line 160) | def parse_package_index(content): function install_packages (line 196) | def install_packages(mirror, packages_info, aliases, tmp_dir, extract_di... function extract_deb_file (line 230) | def extract_deb_file(deb_file, tmp_dir, extract_dir, ar_tool): function finalize_setup (line 273) | def finalize_setup(rootfsdir): FILE: src/Common/tests/RetryHelper.cs class RetryHelper (line 13) | public static partial class RetryHelper method Execute (line 24) | public static void Execute(Action test, int maxAttempts = 5, Func test, int maxAttempts... FILE: src/Microsoft.Data.Analysis.Interactive/DataFrameKernelExtension.cs class DataFrameKernelExtension (line 18) | public class DataFrameKernelExtension : IKernelExtension method OnLoadAsync (line 20) | public async Task OnLoadAsync(Kernel kernel) method LoadExtensionApiAsync (line 29) | private static async Task LoadExtensionApiAsync(Kernel cSharpKernel) method RegisterDataFrame (line 35) | public static void RegisterDataFrame() method BuildHideRowsScript (line 134) | private static string BuildHideRowsScript(long uniqueId) method BuildPageScript (line 141) | private static string BuildPageScript(long uniqueId, int size) method GotoPageIndex (line 149) | private static string GotoPageIndex(long uniqueId, long page) method UpdatePageIndex (line 155) | private static string UpdatePageIndex(long uniqueId, int step, long ma... FILE: src/Microsoft.Data.Analysis.Interactive/TabularDataResourceExtensions.cs class TabularDataResourceExtensions (line 13) | public static class TabularDataResourceExtensions method ToDataFrame (line 15) | public static DataFrame ToDataFrame(this TabularDataResource tabularDa... FILE: src/Microsoft.Data.Analysis/ColumnArithmetic.OperationEnums.cs type BinaryOperation (line 9) | internal enum BinaryOperation type BinaryIntOperation (line 21) | internal enum BinaryIntOperation type ComparisonOperation (line 27) | internal enum ComparisonOperation FILE: src/Microsoft.Data.Analysis/Computations/Arithmetic.cs class Arithmetic (line 11) | internal class Arithmetic : IArithmetic method HandleOperation (line 18) | public void HandleOperation(BinaryOperation operation, ReadOnlySpan... method HandleOperation (line 49) | public void HandleOperation(BinaryOperation operation, ReadOnlySpan... method HandleOperation (line 80) | public void HandleOperation(BinaryOperation operation, T x, ReadOnlySp... method HandleOperation (line 111) | public T HandleOperation(BinaryOperation operation, T x, T y) method HandleOperation (line 125) | public void HandleOperation(BinaryIntOperation operation, ReadOnlySpan... method HandleOperation (line 141) | public void HandleOperation(ComparisonOperation operation, ReadOnlySpa... method HandleOperation (line 166) | public void HandleOperation(ComparisonOperation operation, ReadOnlySpa... method Add (line 194) | protected virtual void Add(ReadOnlySpan x, ReadOnlySpan y, Span<... method Add (line 195) | protected virtual void Add(ReadOnlySpan x, T y, Span destination... method Add (line 196) | protected virtual void Add(T x, ReadOnlySpan y, Span destination... method Subtract (line 197) | protected virtual void Subtract(ReadOnlySpan x, ReadOnlySpan y, ... method Subtract (line 198) | protected virtual void Subtract(ReadOnlySpan x, T y, Span destin... method Subtract (line 199) | protected virtual void Subtract(T x, ReadOnlySpan y, Span destin... method Multiply (line 200) | protected virtual void Multiply(ReadOnlySpan x, ReadOnlySpan y, ... method Multiply (line 201) | protected virtual void Multiply(ReadOnlySpan x, T y, Span destin... method Multiply (line 202) | protected virtual void Multiply(T x, ReadOnlySpan y, Span destin... method Divide (line 203) | protected virtual void Divide(ReadOnlySpan x, ReadOnlySpan y, Sp... method Divide (line 204) | protected virtual void Divide(ReadOnlySpan x, T y, Span destinat... method Divide (line 205) | protected virtual void Divide(T x, ReadOnlySpan y, Span destinat... method Modulo (line 206) | protected virtual void Modulo(ReadOnlySpan x, ReadOnlySpan y, Sp... method Modulo (line 207) | protected virtual void Modulo(ReadOnlySpan x, T y, Span destinat... method Modulo (line 208) | protected virtual void Modulo(T x, ReadOnlySpan y, Span destinat... method Divide (line 210) | protected virtual T Divide(T x, T y) => throw new NotSupportedExceptio... method Modulo (line 211) | protected virtual T Modulo(T x, T y) => throw new NotSupportedExceptio... method And (line 213) | protected virtual void And(ReadOnlySpan x, ReadOnlySpan y, Span<... method And (line 214) | protected virtual void And(ReadOnlySpan x, T y, Span destination... method And (line 215) | protected virtual void And(T x, ReadOnlySpan y, Span destination... method Or (line 216) | protected virtual void Or(ReadOnlySpan x, ReadOnlySpan y, Span x, T y, Span destination)... method Or (line 218) | protected virtual void Or(T x, ReadOnlySpan y, Span destination)... method Xor (line 219) | protected virtual void Xor(ReadOnlySpan x, ReadOnlySpan y, Span<... method Xor (line 220) | protected virtual void Xor(ReadOnlySpan x, T y, Span destination... method Xor (line 221) | protected virtual void Xor(T x, ReadOnlySpan y, Span destination... method LeftShift (line 223) | protected virtual void LeftShift(ReadOnlySpan x, int y, Span des... method RightShift (line 224) | protected virtual void RightShift(ReadOnlySpan x, int y, Span de... method ElementwiseEquals (line 226) | protected virtual void ElementwiseEquals(ReadOnlySpan x, ReadOnlySp... method ElementwiseEquals (line 227) | protected virtual void ElementwiseEquals(ReadOnlySpan x, T y, Span<... method ElementwiseNotEquals (line 228) | protected virtual void ElementwiseNotEquals(ReadOnlySpan x, ReadOnl... method ElementwiseNotEquals (line 229) | protected virtual void ElementwiseNotEquals(ReadOnlySpan x, T y, Sp... method ElementwiseGreaterThanOrEqual (line 230) | protected virtual void ElementwiseGreaterThanOrEqual(ReadOnlySpan x... method ElementwiseGreaterThanOrEqual (line 231) | protected virtual void ElementwiseGreaterThanOrEqual(ReadOnlySpan x... method ElementwiseLessThanOrEqual (line 232) | protected virtual void ElementwiseLessThanOrEqual(ReadOnlySpan x, R... method ElementwiseLessThanOrEqual (line 233) | protected virtual void ElementwiseLessThanOrEqual(ReadOnlySpan x, T... method ElementwiseGreaterThan (line 234) | protected virtual void ElementwiseGreaterThan(ReadOnlySpan x, ReadO... method ElementwiseGreaterThan (line 235) | protected virtual void ElementwiseGreaterThan(ReadOnlySpan x, T y, ... method ElementwiseLessThan (line 236) | protected virtual void ElementwiseLessThan(ReadOnlySpan x, ReadOnly... method ElementwiseLessThan (line 237) | protected virtual void ElementwiseLessThan(ReadOnlySpan x, T y, Spa... FILE: src/Microsoft.Data.Analysis/Computations/Arithmetic.net8.cs class Arithmetic (line 14) | internal static partial class Arithmetic type IBitwiseOperations (line 17) | private interface IBitwiseOperations method And (line 20) | static abstract void And(ReadOnlySpan x, ReadOnlySpan y, Span<... method And (line 21) | static abstract void And(ReadOnlySpan x, T y, Span destination); method And (line 22) | static abstract void And(T x, ReadOnlySpan y, Span destination); method Or (line 23) | static abstract void Or(ReadOnlySpan x, ReadOnlySpan y, Span x, T y, Span destination); method Or (line 25) | static abstract void Or(T x, ReadOnlySpan y, Span destination); method Xor (line 26) | static abstract void Xor(ReadOnlySpan x, ReadOnlySpan y, Span<... method Xor (line 27) | static abstract void Xor(ReadOnlySpan x, T y, Span destination); method Xor (line 28) | static abstract void Xor(T x, ReadOnlySpan y, Span destination); type IShiftOperations (line 31) | private interface IShiftOperations method LeftShift (line 34) | static abstract void LeftShift(ReadOnlySpan x, int shiftAmount, S... method RightShift (line 35) | static abstract void RightShift(ReadOnlySpan x, int shiftAmount, ... type INumericOperations (line 38) | private interface INumericOperations method Add (line 41) | static abstract void Add(ReadOnlySpan x, ReadOnlySpan y, Span<... method Add (line 42) | static abstract void Add(ReadOnlySpan x, T y, Span destination); method Add (line 43) | static abstract void Add(T x, ReadOnlySpan y, Span destination); method Subtract (line 44) | static abstract void Subtract(ReadOnlySpan x, ReadOnlySpan y, ... method Subtract (line 45) | static abstract void Subtract(ReadOnlySpan x, T y, Span destin... method Subtract (line 46) | static abstract void Subtract(T x, ReadOnlySpan y, Span destin... method Multiply (line 47) | static abstract void Multiply(ReadOnlySpan x, ReadOnlySpan y, ... method Multiply (line 48) | static abstract void Multiply(ReadOnlySpan x, T y, Span destin... method Multiply (line 49) | static abstract void Multiply(T x, ReadOnlySpan y, Span destin... method Divide (line 50) | static abstract void Divide(ReadOnlySpan x, ReadOnlySpan y, Sp... method Divide (line 51) | static abstract void Divide(ReadOnlySpan x, T y, Span destinat... method Divide (line 52) | static abstract void Divide(T x, ReadOnlySpan y, Span destinat... method Divide (line 53) | static abstract T Divide(T x, T y); method Modulo (line 54) | static abstract void Modulo(ReadOnlySpan x, ReadOnlySpan y, Sp... method Modulo (line 55) | static abstract void Modulo(ReadOnlySpan x, T y, Span destinat... method Modulo (line 56) | static abstract void Modulo(T x, ReadOnlySpan y, Span destinat... method Modulo (line 57) | static abstract T Modulo(T x, T y); method ElementwiseEquals (line 59) | static abstract void ElementwiseEquals(ReadOnlySpan x, ReadOnlySp... method ElementwiseEquals (line 60) | static abstract void ElementwiseEquals(ReadOnlySpan x, T y, Span<... method ElementwiseNotEquals (line 61) | static abstract void ElementwiseNotEquals(ReadOnlySpan x, ReadOnl... method ElementwiseNotEquals (line 62) | static abstract void ElementwiseNotEquals(ReadOnlySpan x, T y, Sp... method ElementwiseGreaterThanOrEqual (line 63) | static abstract void ElementwiseGreaterThanOrEqual(ReadOnlySpan x... method ElementwiseGreaterThanOrEqual (line 64) | static abstract void ElementwiseGreaterThanOrEqual(ReadOnlySpan x... method ElementwiseLessThanOrEqual (line 65) | static abstract void ElementwiseLessThanOrEqual(ReadOnlySpan x, R... method ElementwiseLessThanOrEqual (line 66) | static abstract void ElementwiseLessThanOrEqual(ReadOnlySpan x, T... method ElementwiseGreaterThan (line 67) | static abstract void ElementwiseGreaterThan(ReadOnlySpan x, ReadO... method ElementwiseGreaterThan (line 68) | static abstract void ElementwiseGreaterThan(ReadOnlySpan x, T y, ... method ElementwiseLessThan (line 69) | static abstract void ElementwiseLessThan(ReadOnlySpan x, ReadOnly... method ElementwiseLessThan (line 70) | static abstract void ElementwiseLessThan(ReadOnlySpan x, T y, Spa... type BitwiseOperations (line 73) | private readonly struct BitwiseOperations : IBitwiseOperations method And (line 76) | public static void And(ReadOnlySpan x, ReadOnlySpan y, Span... method And (line 77) | public static void And(ReadOnlySpan x, T y, Span destination) ... method And (line 78) | public static void And(T x, ReadOnlySpan y, Span destination) ... method Or (line 79) | public static void Or(ReadOnlySpan x, ReadOnlySpan y, Span ... method Or (line 80) | public static void Or(ReadOnlySpan x, T y, Span destination) =... method Or (line 81) | public static void Or(T x, ReadOnlySpan y, Span destination) =... method Xor (line 82) | public static void Xor(ReadOnlySpan x, ReadOnlySpan y, Span... method Xor (line 83) | public static void Xor(ReadOnlySpan x, T y, Span destination) ... method Xor (line 84) | public static void Xor(T x, ReadOnlySpan y, Span destination) ... type ShiftOperations (line 87) | private readonly struct ShiftOperations : IShiftOperations method LeftShift (line 90) | public static void LeftShift(ReadOnlySpan x, int shiftAmount, Spa... method RightShift (line 91) | public static void RightShift(ReadOnlySpan x, int shiftAmount, Sp... type NumericOperations (line 94) | private readonly struct NumericOperations : INumericOperations method Add (line 97) | public static void Add(ReadOnlySpan x, ReadOnlySpan y, Span... method Add (line 98) | public static void Add(ReadOnlySpan x, T y, Span destination) ... method Add (line 99) | public static void Add(T x, ReadOnlySpan y, Span destination) ... method Subtract (line 100) | public static void Subtract(ReadOnlySpan x, ReadOnlySpan y, Sp... method Subtract (line 101) | public static void Subtract(ReadOnlySpan x, T y, Span destinat... method Subtract (line 102) | public static void Subtract(T x, ReadOnlySpan y, Span destinat... method Multiply (line 103) | public static void Multiply(ReadOnlySpan x, ReadOnlySpan y, Sp... method Multiply (line 104) | public static void Multiply(ReadOnlySpan x, T y, Span destinat... method Multiply (line 105) | public static void Multiply(T x, ReadOnlySpan y, Span destinat... method Divide (line 106) | public static void Divide(ReadOnlySpan x, ReadOnlySpan y, Span... method Divide (line 107) | public static void Divide(ReadOnlySpan x, T y, Span destinatio... method Divide (line 108) | public static void Divide(T x, ReadOnlySpan y, Span destinatio... method Divide (line 109) | public static T Divide(T x, T y) => x / y; method Modulo (line 111) | public static void Modulo(ReadOnlySpan x, ReadOnlySpan y, Span... method Modulo (line 119) | public static void Modulo(ReadOnlySpan x, T y, Span destination) method Modulo (line 127) | public static void Modulo(T x, ReadOnlySpan y, Span destination) method Modulo (line 135) | public static T Modulo(T x, T y) => x % y; method ElementwiseEquals (line 137) | public static void ElementwiseEquals(ReadOnlySpan x, ReadOnlySpan... method ElementwiseEquals (line 145) | public static void ElementwiseEquals(ReadOnlySpan x, T y, Span x, ReadOnlyS... method ElementwiseNotEquals (line 161) | public static void ElementwiseNotEquals(ReadOnlySpan x, T y, Span... method ElementwiseGreaterThanOrEqual (line 169) | public static void ElementwiseGreaterThanOrEqual(ReadOnlySpan x, ... method ElementwiseGreaterThanOrEqual (line 177) | public static void ElementwiseGreaterThanOrEqual(ReadOnlySpan x, ... method ElementwiseLessThanOrEqual (line 185) | public static void ElementwiseLessThanOrEqual(ReadOnlySpan x, Rea... method ElementwiseLessThanOrEqual (line 193) | public static void ElementwiseLessThanOrEqual(ReadOnlySpan x, T y... method ElementwiseGreaterThan (line 201) | public static void ElementwiseGreaterThan(ReadOnlySpan x, ReadOnl... method ElementwiseGreaterThan (line 209) | public static void ElementwiseGreaterThan(ReadOnlySpan x, T y, Sp... method ElementwiseLessThan (line 217) | public static void ElementwiseLessThan(ReadOnlySpan x, ReadOnlySp... method ElementwiseLessThan (line 225) | public static void ElementwiseLessThan(ReadOnlySpan x, T y, Span<... class CompositeArithmetic (line 236) | private class CompositeArithmetic : IArithmetic method HandleOperation (line 240) | public virtual void HandleOperation(BinaryOperation operation, ReadO... method HandleOperation (line 264) | public virtual void HandleOperation(BinaryOperation operation, ReadO... method HandleOperation (line 288) | public virtual void HandleOperation(BinaryOperation operation, T x, ... method HandleOperation (line 312) | public T HandleOperation(BinaryOperation operation, T x, T y) method HandleOperation (line 323) | public virtual void HandleOperation(BinaryIntOperation operation, Re... method HandleOperation (line 328) | public void HandleOperation(ComparisonOperation operation, ReadOnlyS... method HandleOperation (line 355) | public void HandleOperation(ComparisonOperation operation, ReadOnlyS... method HandleOperation (line 388) | public override void HandleOperation(BinaryOperation operation, Read... method HandleOperation (line 406) | public override void HandleOperation(BinaryOperation operation, Read... method HandleOperation (line 424) | public override void HandleOperation(BinaryOperation operation, T x,... method HandleOperation (line 450) | public override void HandleOperation(BinaryIntOperation operation, R... class CompositeArithmetic (line 383) | private class CompositeArithmetic method ElementwiseEquals (line 469) | protected override void ElementwiseEquals(ReadOnlySpan x, ... method ElementwiseEquals (line 477) | protected override void ElementwiseEquals(ReadOnlySpan x, ... method ElementwiseNotEquals (line 485) | protected override void ElementwiseNotEquals(ReadOnlySpan ... method ElementwiseNotEquals (line 493) | protected override void ElementwiseNotEquals(ReadOnlySpan ... method ElementwiseGreaterThanOrEqual (line 501) | protected override void ElementwiseGreaterThanOrEqual(ReadOnlySpan x... method ElementwiseLessThan (line 557) | protected override void ElementwiseLessThan(ReadOnlySpan x... class BoolArithmetic (line 566) | internal class BoolArithmetic : Arithmetic method And (line 568) | protected override void And(ReadOnlySpan x, ReadOnlySpan... method And (line 579) | protected override void And(ReadOnlySpan x, bool y, Span... method And (line 590) | protected override void And(bool x, ReadOnlySpan y, Span... method Or (line 601) | protected override void Or(ReadOnlySpan x, ReadOnlySpan ... method Or (line 612) | protected override void Or(ReadOnlySpan x, bool y, Span ... method Or (line 623) | protected override void Or(bool x, ReadOnlySpan y, Span ... method Xor (line 634) | protected override void Xor(ReadOnlySpan x, ReadOnlySpan... method Xor (line 645) | protected override void Xor(ReadOnlySpan x, bool y, Span... method Xor (line 656) | protected override void Xor(bool x, ReadOnlySpan y, Span... method ElementwiseEquals (line 667) | protected override void ElementwiseEquals(ReadOnlySpan x, Read... method ElementwiseEquals (line 675) | protected override void ElementwiseEquals(ReadOnlySpan x, bool... method ElementwiseNotEquals (line 683) | protected override void ElementwiseNotEquals(ReadOnlySpan x, R... method ElementwiseNotEquals (line 691) | protected override void ElementwiseNotEquals(ReadOnlySpan x, b... method GetArithmetic (line 701) | internal static IArithmetic GetArithmetic() FILE: src/Microsoft.Data.Analysis/Computations/Arithmetic.netstandard.cs class Arithmetic (line 21) | internal static partial class Arithmetic class BoolArithmetic (line 25) | internal class BoolArithmetic : Arithmetic method And (line 28) | protected override void And(ReadOnlySpan x, ReadOnlySpan... method And (line 39) | protected override void And(ReadOnlySpan x, bool y, Span... method And (line 50) | protected override void And(bool x, ReadOnlySpan y, Span... method Or (line 61) | protected override void Or(ReadOnlySpan x, ReadOnlySpan ... method Or (line 72) | protected override void Or(ReadOnlySpan x, bool y, Span ... method Or (line 83) | protected override void Or(bool x, ReadOnlySpan y, Span ... method Xor (line 94) | protected override void Xor(ReadOnlySpan x, ReadOnlySpan... method Xor (line 105) | protected override void Xor(ReadOnlySpan x, bool y, Span... method Xor (line 116) | protected override void Xor(bool x, ReadOnlySpan y, Span... method ElementwiseEquals (line 127) | protected override void ElementwiseEquals(ReadOnlySpan x, Read... method ElementwiseEquals (line 135) | protected override void ElementwiseEquals(ReadOnlySpan x, bool... method ElementwiseNotEquals (line 143) | protected override void ElementwiseNotEquals(ReadOnlySpan x, R... method ElementwiseNotEquals (line 151) | protected override void ElementwiseNotEquals(ReadOnlySpan x, b... class ByteArithmetic (line 159) | internal class ByteArithmetic : Arithmetic method Add (line 162) | protected override void Add(ReadOnlySpan x, ReadOnlySpan... method Add (line 194) | protected override void Add(ReadOnlySpan x, byte y, Span... method Add (line 205) | protected override void Add(byte x, ReadOnlySpan y, Span... method Subtract (line 216) | protected override void Subtract(ReadOnlySpan x, ReadOnlySpan<... method Subtract (line 248) | protected override void Subtract(ReadOnlySpan x, byte y, Span<... method Subtract (line 259) | protected override void Subtract(byte x, ReadOnlySpan y, Span<... method Multiply (line 270) | protected override void Multiply(ReadOnlySpan x, ReadOnlySpan<... method Multiply (line 302) | protected override void Multiply(ReadOnlySpan x, byte y, Span<... method Multiply (line 313) | protected override void Multiply(byte x, ReadOnlySpan y, Span<... method Divide (line 324) | protected override byte Divide(byte x, byte y) method Divide (line 329) | protected override void Divide(ReadOnlySpan x, ReadOnlySpan x, byte y, Span y, Span x, ReadOnlySpan x, byte y, Span y, Span x, ReadOnlySpan... method And (line 432) | protected override void And(ReadOnlySpan x, byte y, Span... method And (line 443) | protected override void And(byte x, ReadOnlySpan y, Span... method Or (line 454) | protected override void Or(ReadOnlySpan x, ReadOnlySpan ... method Or (line 465) | protected override void Or(ReadOnlySpan x, byte y, Span ... method Or (line 476) | protected override void Or(byte x, ReadOnlySpan y, Span ... method Xor (line 487) | protected override void Xor(ReadOnlySpan x, ReadOnlySpan... method Xor (line 498) | protected override void Xor(ReadOnlySpan x, byte y, Span... method Xor (line 509) | protected override void Xor(byte x, ReadOnlySpan y, Span... method LeftShift (line 520) | protected override void LeftShift(ReadOnlySpan x, int y, Span<... method RightShift (line 526) | protected override void RightShift(ReadOnlySpan x, int y, Span... method ElementwiseEquals (line 532) | protected override void ElementwiseEquals(ReadOnlySpan x, Read... method ElementwiseEquals (line 540) | protected override void ElementwiseEquals(ReadOnlySpan x, byte... method ElementwiseNotEquals (line 548) | protected override void ElementwiseNotEquals(ReadOnlySpan x, R... method ElementwiseNotEquals (line 556) | protected override void ElementwiseNotEquals(ReadOnlySpan x, b... method ElementwiseGreaterThanOrEqual (line 564) | protected override void ElementwiseGreaterThanOrEqual(ReadOnlySpan x,... method ElementwiseGreaterThan (line 604) | protected override void ElementwiseGreaterThan(ReadOnlySpan x,... method ElementwiseLessThan (line 612) | protected override void ElementwiseLessThan(ReadOnlySpan x, Re... method ElementwiseLessThan (line 620) | protected override void ElementwiseLessThan(ReadOnlySpan x, by... class CharArithmetic (line 628) | internal class CharArithmetic : Arithmetic method Add (line 631) | protected override void Add(ReadOnlySpan x, ReadOnlySpan... method Add (line 663) | protected override void Add(ReadOnlySpan x, char y, Span... method Add (line 674) | protected override void Add(char x, ReadOnlySpan y, Span... method Subtract (line 685) | protected override void Subtract(ReadOnlySpan x, ReadOnlySpan<... method Subtract (line 717) | protected override void Subtract(ReadOnlySpan x, char y, Span<... method Subtract (line 728) | protected override void Subtract(char x, ReadOnlySpan y, Span<... method Multiply (line 739) | protected override void Multiply(ReadOnlySpan x, ReadOnlySpan<... method Multiply (line 771) | protected override void Multiply(ReadOnlySpan x, char y, Span<... method Multiply (line 782) | protected override void Multiply(char x, ReadOnlySpan y, Span<... method Divide (line 793) | protected override char Divide(char x, char y) method Divide (line 798) | protected override void Divide(ReadOnlySpan x, ReadOnlySpan x, char y, Span y, Span x, ReadOnlySpan x, char y, Span y, Span x, ReadOnlySpan... method And (line 901) | protected override void And(ReadOnlySpan x, char y, Span... method And (line 912) | protected override void And(char x, ReadOnlySpan y, Span... method Or (line 923) | protected override void Or(ReadOnlySpan x, ReadOnlySpan ... method Or (line 934) | protected override void Or(ReadOnlySpan x, char y, Span ... method Or (line 945) | protected override void Or(char x, ReadOnlySpan y, Span ... method Xor (line 956) | protected override void Xor(ReadOnlySpan x, ReadOnlySpan... method Xor (line 967) | protected override void Xor(ReadOnlySpan x, char y, Span... method Xor (line 978) | protected override void Xor(char x, ReadOnlySpan y, Span... method LeftShift (line 989) | protected override void LeftShift(ReadOnlySpan x, int y, Span<... method RightShift (line 995) | protected override void RightShift(ReadOnlySpan x, int y, Span... method ElementwiseEquals (line 1001) | protected override void ElementwiseEquals(ReadOnlySpan x, Read... method ElementwiseEquals (line 1009) | protected override void ElementwiseEquals(ReadOnlySpan x, char... method ElementwiseNotEquals (line 1017) | protected override void ElementwiseNotEquals(ReadOnlySpan x, R... method ElementwiseNotEquals (line 1025) | protected override void ElementwiseNotEquals(ReadOnlySpan x, c... method ElementwiseGreaterThanOrEqual (line 1033) | protected override void ElementwiseGreaterThanOrEqual(ReadOnlySpan x,... method ElementwiseGreaterThan (line 1073) | protected override void ElementwiseGreaterThan(ReadOnlySpan x,... method ElementwiseLessThan (line 1081) | protected override void ElementwiseLessThan(ReadOnlySpan x, Re... method ElementwiseLessThan (line 1089) | protected override void ElementwiseLessThan(ReadOnlySpan x, ch... class DecimalArithmetic (line 1097) | internal class DecimalArithmetic : Arithmetic method Add (line 1100) | protected override void Add(ReadOnlySpan x, ReadOnlySpan x, decimal y, Span... method Add (line 1122) | protected override void Add(decimal x, ReadOnlySpan y, Span... method Subtract (line 1133) | protected override void Subtract(ReadOnlySpan x, ReadOnlySp... method Subtract (line 1144) | protected override void Subtract(ReadOnlySpan x, decimal y,... method Subtract (line 1155) | protected override void Subtract(decimal x, ReadOnlySpan y,... method Multiply (line 1166) | protected override void Multiply(ReadOnlySpan x, ReadOnlySp... method Multiply (line 1177) | protected override void Multiply(ReadOnlySpan x, decimal y,... method Multiply (line 1188) | protected override void Multiply(decimal x, ReadOnlySpan y,... method Divide (line 1199) | protected override decimal Divide(decimal x, decimal y) method Divide (line 1204) | protected override void Divide(ReadOnlySpan x, ReadOnlySpan... method Divide (line 1215) | protected override void Divide(ReadOnlySpan x, decimal y, S... method Divide (line 1226) | protected override void Divide(decimal x, ReadOnlySpan y, S... method Modulo (line 1237) | protected override decimal Modulo(decimal x, decimal y) method Modulo (line 1242) | protected override void Modulo(ReadOnlySpan x, ReadOnlySpan... method Modulo (line 1253) | protected override void Modulo(ReadOnlySpan x, decimal y, S... method Modulo (line 1264) | protected override void Modulo(decimal x, ReadOnlySpan y, S... method ElementwiseEquals (line 1275) | protected override void ElementwiseEquals(ReadOnlySpan x, R... method ElementwiseEquals (line 1283) | protected override void ElementwiseEquals(ReadOnlySpan x, d... method ElementwiseNotEquals (line 1291) | protected override void ElementwiseNotEquals(ReadOnlySpan x... method ElementwiseNotEquals (line 1299) | protected override void ElementwiseNotEquals(ReadOnlySpan x... method ElementwiseGreaterThanOrEqual (line 1307) | protected override void ElementwiseGreaterThanOrEqual(ReadOnlySpan... method ElementwiseGreaterThan (line 1347) | protected override void ElementwiseGreaterThan(ReadOnlySpan... method ElementwiseLessThan (line 1355) | protected override void ElementwiseLessThan(ReadOnlySpan x,... method ElementwiseLessThan (line 1363) | protected override void ElementwiseLessThan(ReadOnlySpan x,... class DoubleArithmetic (line 1371) | internal class DoubleArithmetic : Arithmetic method Add (line 1374) | protected override void Add(ReadOnlySpan x, ReadOnlySpan x, double y, Span y, Span x, ReadOnlySpa... method Subtract (line 1460) | protected override void Subtract(ReadOnlySpan x, double y, S... method Subtract (line 1471) | protected override void Subtract(double x, ReadOnlySpan y, S... method Multiply (line 1482) | protected override void Multiply(ReadOnlySpan x, ReadOnlySpa... method Multiply (line 1514) | protected override void Multiply(ReadOnlySpan x, double y, S... method Multiply (line 1525) | protected override void Multiply(double x, ReadOnlySpan y, S... method Divide (line 1536) | protected override double Divide(double x, double y) method Divide (line 1541) | protected override void Divide(ReadOnlySpan x, ReadOnlySpan<... method Divide (line 1573) | protected override void Divide(ReadOnlySpan x, double y, Spa... method Divide (line 1584) | protected override void Divide(double x, ReadOnlySpan y, Spa... method Modulo (line 1595) | protected override double Modulo(double x, double y) method Modulo (line 1600) | protected override void Modulo(ReadOnlySpan x, ReadOnlySpan<... method Modulo (line 1611) | protected override void Modulo(ReadOnlySpan x, double y, Spa... method Modulo (line 1622) | protected override void Modulo(double x, ReadOnlySpan y, Spa... method ElementwiseEquals (line 1633) | protected override void ElementwiseEquals(ReadOnlySpan x, Re... method ElementwiseEquals (line 1641) | protected override void ElementwiseEquals(ReadOnlySpan x, do... method ElementwiseNotEquals (line 1649) | protected override void ElementwiseNotEquals(ReadOnlySpan x,... method ElementwiseNotEquals (line 1657) | protected override void ElementwiseNotEquals(ReadOnlySpan x,... method ElementwiseGreaterThanOrEqual (line 1665) | protected override void ElementwiseGreaterThanOrEqual(ReadOnlySpan ... method ElementwiseGreaterThan (line 1705) | protected override void ElementwiseGreaterThan(ReadOnlySpan ... method ElementwiseLessThan (line 1713) | protected override void ElementwiseLessThan(ReadOnlySpan x, ... method ElementwiseLessThan (line 1721) | protected override void ElementwiseLessThan(ReadOnlySpan x, ... class FloatArithmetic (line 1729) | internal class FloatArithmetic : Arithmetic method Add (line 1732) | protected override void Add(ReadOnlySpan x, ReadOnlySpan x, float y, Span y, Span x, ReadOnlySpan... method Subtract (line 1818) | protected override void Subtract(ReadOnlySpan x, float y, Spa... method Subtract (line 1829) | protected override void Subtract(float x, ReadOnlySpan y, Spa... method Multiply (line 1840) | protected override void Multiply(ReadOnlySpan x, ReadOnlySpan... method Multiply (line 1872) | protected override void Multiply(ReadOnlySpan x, float y, Spa... method Multiply (line 1883) | protected override void Multiply(float x, ReadOnlySpan y, Spa... method Divide (line 1894) | protected override float Divide(float x, float y) method Divide (line 1899) | protected override void Divide(ReadOnlySpan x, ReadOnlySpan x, float y, Span<... method Divide (line 1942) | protected override void Divide(float x, ReadOnlySpan y, Span<... method Modulo (line 1953) | protected override float Modulo(float x, float y) method Modulo (line 1958) | protected override void Modulo(ReadOnlySpan x, ReadOnlySpan x, float y, Span<... method Modulo (line 1980) | protected override void Modulo(float x, ReadOnlySpan y, Span<... method ElementwiseEquals (line 1991) | protected override void ElementwiseEquals(ReadOnlySpan x, Rea... method ElementwiseEquals (line 1999) | protected override void ElementwiseEquals(ReadOnlySpan x, flo... method ElementwiseNotEquals (line 2007) | protected override void ElementwiseNotEquals(ReadOnlySpan x, ... method ElementwiseNotEquals (line 2015) | protected override void ElementwiseNotEquals(ReadOnlySpan x, ... method ElementwiseGreaterThanOrEqual (line 2023) | protected override void ElementwiseGreaterThanOrEqual(ReadOnlySpan x... method ElementwiseGreaterThan (line 2063) | protected override void ElementwiseGreaterThan(ReadOnlySpan x... method ElementwiseLessThan (line 2071) | protected override void ElementwiseLessThan(ReadOnlySpan x, R... method ElementwiseLessThan (line 2079) | protected override void ElementwiseLessThan(ReadOnlySpan x, f... class IntArithmetic (line 2087) | internal class IntArithmetic : Arithmetic method Add (line 2090) | protected override void Add(ReadOnlySpan x, ReadOnlySpan y... method Add (line 2122) | protected override void Add(ReadOnlySpan x, int y, Span de... method Add (line 2133) | protected override void Add(int x, ReadOnlySpan y, Span de... method Subtract (line 2144) | protected override void Subtract(ReadOnlySpan x, ReadOnlySpan x, int y, Span y, Span x, ReadOnlySpan x, int y, Span y, Span x, ReadOnlySpan x, int y, Span... method Divide (line 2300) | protected override void Divide(int x, ReadOnlySpan y, Span... method Modulo (line 2311) | protected override int Modulo(int x, int y) method Modulo (line 2316) | protected override void Modulo(ReadOnlySpan x, ReadOnlySpan x, int y, Span... method Modulo (line 2338) | protected override void Modulo(int x, ReadOnlySpan y, Span... method And (line 2349) | protected override void And(ReadOnlySpan x, ReadOnlySpan y... method And (line 2360) | protected override void And(ReadOnlySpan x, int y, Span de... method And (line 2371) | protected override void And(int x, ReadOnlySpan y, Span de... method Or (line 2382) | protected override void Or(ReadOnlySpan x, ReadOnlySpan y,... method Or (line 2393) | protected override void Or(ReadOnlySpan x, int y, Span des... method Or (line 2404) | protected override void Or(int x, ReadOnlySpan y, Span des... method Xor (line 2415) | protected override void Xor(ReadOnlySpan x, ReadOnlySpan y... method Xor (line 2426) | protected override void Xor(ReadOnlySpan x, int y, Span de... method Xor (line 2437) | protected override void Xor(int x, ReadOnlySpan y, Span de... method LeftShift (line 2448) | protected override void LeftShift(ReadOnlySpan x, int y, Span x, int y, Span<... method ElementwiseEquals (line 2460) | protected override void ElementwiseEquals(ReadOnlySpan x, ReadO... method ElementwiseEquals (line 2468) | protected override void ElementwiseEquals(ReadOnlySpan x, int y... method ElementwiseNotEquals (line 2476) | protected override void ElementwiseNotEquals(ReadOnlySpan x, Re... method ElementwiseNotEquals (line 2484) | protected override void ElementwiseNotEquals(ReadOnlySpan x, in... method ElementwiseGreaterThanOrEqual (line 2492) | protected override void ElementwiseGreaterThanOrEqual(ReadOnlySpan... method ElementwiseLessThanOrEqual (line 2516) | protected override void ElementwiseLessThanOrEqual(ReadOnlySpan... method ElementwiseGreaterThan (line 2524) | protected override void ElementwiseGreaterThan(ReadOnlySpan x, ... method ElementwiseGreaterThan (line 2532) | protected override void ElementwiseGreaterThan(ReadOnlySpan x, ... method ElementwiseLessThan (line 2540) | protected override void ElementwiseLessThan(ReadOnlySpan x, Rea... method ElementwiseLessThan (line 2548) | protected override void ElementwiseLessThan(ReadOnlySpan x, int... class LongArithmetic (line 2556) | internal class LongArithmetic : Arithmetic method Add (line 2559) | protected override void Add(ReadOnlySpan x, ReadOnlySpan... method Add (line 2591) | protected override void Add(ReadOnlySpan x, long y, Span... method Add (line 2602) | protected override void Add(long x, ReadOnlySpan y, Span... method Subtract (line 2613) | protected override void Subtract(ReadOnlySpan x, ReadOnlySpan<... method Subtract (line 2645) | protected override void Subtract(ReadOnlySpan x, long y, Span<... method Subtract (line 2656) | protected override void Subtract(long x, ReadOnlySpan y, Span<... method Multiply (line 2667) | protected override void Multiply(ReadOnlySpan x, ReadOnlySpan<... method Multiply (line 2699) | protected override void Multiply(ReadOnlySpan x, long y, Span<... method Multiply (line 2710) | protected override void Multiply(long x, ReadOnlySpan y, Span<... method Divide (line 2721) | protected override long Divide(long x, long y) method Divide (line 2726) | protected override void Divide(ReadOnlySpan x, ReadOnlySpan x, long y, Span y, Span x, ReadOnlySpan x, long y, Span y, Span x, ReadOnlySpan... method And (line 2829) | protected override void And(ReadOnlySpan x, long y, Span... method And (line 2840) | protected override void And(long x, ReadOnlySpan y, Span... method Or (line 2851) | protected override void Or(ReadOnlySpan x, ReadOnlySpan ... method Or (line 2862) | protected override void Or(ReadOnlySpan x, long y, Span ... method Or (line 2873) | protected override void Or(long x, ReadOnlySpan y, Span ... method Xor (line 2884) | protected override void Xor(ReadOnlySpan x, ReadOnlySpan... method Xor (line 2895) | protected override void Xor(ReadOnlySpan x, long y, Span... method Xor (line 2906) | protected override void Xor(long x, ReadOnlySpan y, Span... method LeftShift (line 2917) | protected override void LeftShift(ReadOnlySpan x, int y, Span<... method RightShift (line 2923) | protected override void RightShift(ReadOnlySpan x, int y, Span... method ElementwiseEquals (line 2929) | protected override void ElementwiseEquals(ReadOnlySpan x, Read... method ElementwiseEquals (line 2937) | protected override void ElementwiseEquals(ReadOnlySpan x, long... method ElementwiseNotEquals (line 2945) | protected override void ElementwiseNotEquals(ReadOnlySpan x, R... method ElementwiseNotEquals (line 2953) | protected override void ElementwiseNotEquals(ReadOnlySpan x, l... method ElementwiseGreaterThanOrEqual (line 2961) | protected override void ElementwiseGreaterThanOrEqual(ReadOnlySpan x,... method ElementwiseGreaterThan (line 3001) | protected override void ElementwiseGreaterThan(ReadOnlySpan x,... method ElementwiseLessThan (line 3009) | protected override void ElementwiseLessThan(ReadOnlySpan x, Re... method ElementwiseLessThan (line 3017) | protected override void ElementwiseLessThan(ReadOnlySpan x, lo... class SByteArithmetic (line 3025) | internal class SByteArithmetic : Arithmetic method Add (line 3028) | protected override void Add(ReadOnlySpan x, ReadOnlySpan x, sbyte y, Span y, Span x, ReadOnlySpan... method Subtract (line 3114) | protected override void Subtract(ReadOnlySpan x, sbyte y, Spa... method Subtract (line 3125) | protected override void Subtract(sbyte x, ReadOnlySpan y, Spa... method Multiply (line 3136) | protected override void Multiply(ReadOnlySpan x, ReadOnlySpan... method Multiply (line 3168) | protected override void Multiply(ReadOnlySpan x, sbyte y, Spa... method Multiply (line 3179) | protected override void Multiply(sbyte x, ReadOnlySpan y, Spa... method Divide (line 3190) | protected override sbyte Divide(sbyte x, sbyte y) method Divide (line 3195) | protected override void Divide(ReadOnlySpan x, ReadOnlySpan x, sbyte y, Span<... method Divide (line 3238) | protected override void Divide(sbyte x, ReadOnlySpan y, Span<... method Modulo (line 3249) | protected override sbyte Modulo(sbyte x, sbyte y) method Modulo (line 3254) | protected override void Modulo(ReadOnlySpan x, ReadOnlySpan x, sbyte y, Span<... method Modulo (line 3276) | protected override void Modulo(sbyte x, ReadOnlySpan y, Span<... method And (line 3287) | protected override void And(ReadOnlySpan x, ReadOnlySpan x, sbyte y, Span y, Span x, ReadOnlySpan x, sbyte y, Span y, Span x, ReadOnlySpan x, sbyte y, Span y, Span x, int y, Span... method RightShift (line 3392) | protected override void RightShift(ReadOnlySpan x, int y, Spa... method ElementwiseEquals (line 3398) | protected override void ElementwiseEquals(ReadOnlySpan x, Rea... method ElementwiseEquals (line 3406) | protected override void ElementwiseEquals(ReadOnlySpan x, sby... method ElementwiseNotEquals (line 3414) | protected override void ElementwiseNotEquals(ReadOnlySpan x, ... method ElementwiseNotEquals (line 3422) | protected override void ElementwiseNotEquals(ReadOnlySpan x, ... method ElementwiseGreaterThanOrEqual (line 3430) | protected override void ElementwiseGreaterThanOrEqual(ReadOnlySpan x... method ElementwiseGreaterThan (line 3470) | protected override void ElementwiseGreaterThan(ReadOnlySpan x... method ElementwiseLessThan (line 3478) | protected override void ElementwiseLessThan(ReadOnlySpan x, R... method ElementwiseLessThan (line 3486) | protected override void ElementwiseLessThan(ReadOnlySpan x, s... class ShortArithmetic (line 3494) | internal class ShortArithmetic : Arithmetic method Add (line 3497) | protected override void Add(ReadOnlySpan x, ReadOnlySpan x, short y, Span y, Span x, ReadOnlySpan... method Subtract (line 3583) | protected override void Subtract(ReadOnlySpan x, short y, Spa... method Subtract (line 3594) | protected override void Subtract(short x, ReadOnlySpan y, Spa... method Multiply (line 3605) | protected override void Multiply(ReadOnlySpan x, ReadOnlySpan... method Multiply (line 3637) | protected override void Multiply(ReadOnlySpan x, short y, Spa... method Multiply (line 3648) | protected override void Multiply(short x, ReadOnlySpan y, Spa... method Divide (line 3659) | protected override short Divide(short x, short y) method Divide (line 3664) | protected override void Divide(ReadOnlySpan x, ReadOnlySpan x, short y, Span<... method Divide (line 3707) | protected override void Divide(short x, ReadOnlySpan y, Span<... method Modulo (line 3718) | protected override short Modulo(short x, short y) method Modulo (line 3723) | protected override void Modulo(ReadOnlySpan x, ReadOnlySpan x, short y, Span<... method Modulo (line 3745) | protected override void Modulo(short x, ReadOnlySpan y, Span<... method And (line 3756) | protected override void And(ReadOnlySpan x, ReadOnlySpan x, short y, Span y, Span x, ReadOnlySpan x, short y, Span y, Span x, ReadOnlySpan x, short y, Span y, Span x, int y, Span... method RightShift (line 3861) | protected override void RightShift(ReadOnlySpan x, int y, Spa... method ElementwiseEquals (line 3867) | protected override void ElementwiseEquals(ReadOnlySpan x, Rea... method ElementwiseEquals (line 3875) | protected override void ElementwiseEquals(ReadOnlySpan x, sho... method ElementwiseNotEquals (line 3883) | protected override void ElementwiseNotEquals(ReadOnlySpan x, ... method ElementwiseNotEquals (line 3891) | protected override void ElementwiseNotEquals(ReadOnlySpan x, ... method ElementwiseGreaterThanOrEqual (line 3899) | protected override void ElementwiseGreaterThanOrEqual(ReadOnlySpan x... method ElementwiseGreaterThan (line 3939) | protected override void ElementwiseGreaterThan(ReadOnlySpan x... method ElementwiseLessThan (line 3947) | protected override void ElementwiseLessThan(ReadOnlySpan x, R... method ElementwiseLessThan (line 3955) | protected override void ElementwiseLessThan(ReadOnlySpan x, s... class UIntArithmetic (line 3963) | internal class UIntArithmetic : Arithmetic method Add (line 3966) | protected override void Add(ReadOnlySpan x, ReadOnlySpan... method Add (line 3998) | protected override void Add(ReadOnlySpan x, uint y, Span... method Add (line 4009) | protected override void Add(uint x, ReadOnlySpan y, Span... method Subtract (line 4020) | protected override void Subtract(ReadOnlySpan x, ReadOnlySpan<... method Subtract (line 4052) | protected override void Subtract(ReadOnlySpan x, uint y, Span<... method Subtract (line 4063) | protected override void Subtract(uint x, ReadOnlySpan y, Span<... method Multiply (line 4074) | protected override void Multiply(ReadOnlySpan x, ReadOnlySpan<... method Multiply (line 4106) | protected override void Multiply(ReadOnlySpan x, uint y, Span<... method Multiply (line 4117) | protected override void Multiply(uint x, ReadOnlySpan y, Span<... method Divide (line 4128) | protected override uint Divide(uint x, uint y) method Divide (line 4133) | protected override void Divide(ReadOnlySpan x, ReadOnlySpan x, uint y, Span y, Span x, ReadOnlySpan x, uint y, Span y, Span x, ReadOnlySpan... method And (line 4236) | protected override void And(ReadOnlySpan x, uint y, Span... method And (line 4247) | protected override void And(uint x, ReadOnlySpan y, Span... method Or (line 4258) | protected override void Or(ReadOnlySpan x, ReadOnlySpan ... method Or (line 4269) | protected override void Or(ReadOnlySpan x, uint y, Span ... method Or (line 4280) | protected override void Or(uint x, ReadOnlySpan y, Span ... method Xor (line 4291) | protected override void Xor(ReadOnlySpan x, ReadOnlySpan... method Xor (line 4302) | protected override void Xor(ReadOnlySpan x, uint y, Span... method Xor (line 4313) | protected override void Xor(uint x, ReadOnlySpan y, Span... method LeftShift (line 4324) | protected override void LeftShift(ReadOnlySpan x, int y, Span<... method RightShift (line 4330) | protected override void RightShift(ReadOnlySpan x, int y, Span... method ElementwiseEquals (line 4336) | protected override void ElementwiseEquals(ReadOnlySpan x, Read... method ElementwiseEquals (line 4344) | protected override void ElementwiseEquals(ReadOnlySpan x, uint... method ElementwiseNotEquals (line 4352) | protected override void ElementwiseNotEquals(ReadOnlySpan x, R... method ElementwiseNotEquals (line 4360) | protected override void ElementwiseNotEquals(ReadOnlySpan x, u... method ElementwiseGreaterThanOrEqual (line 4368) | protected override void ElementwiseGreaterThanOrEqual(ReadOnlySpan x,... method ElementwiseGreaterThan (line 4408) | protected override void ElementwiseGreaterThan(ReadOnlySpan x,... method ElementwiseLessThan (line 4416) | protected override void ElementwiseLessThan(ReadOnlySpan x, Re... method ElementwiseLessThan (line 4424) | protected override void ElementwiseLessThan(ReadOnlySpan x, ui... class ULongArithmetic (line 4432) | internal class ULongArithmetic : Arithmetic method Add (line 4435) | protected override void Add(ReadOnlySpan x, ReadOnlySpan x, ulong y, Span y, Span x, ReadOnlySpan... method Subtract (line 4521) | protected override void Subtract(ReadOnlySpan x, ulong y, Spa... method Subtract (line 4532) | protected override void Subtract(ulong x, ReadOnlySpan y, Spa... method Multiply (line 4543) | protected override void Multiply(ReadOnlySpan x, ReadOnlySpan... method Multiply (line 4575) | protected override void Multiply(ReadOnlySpan x, ulong y, Spa... method Multiply (line 4586) | protected override void Multiply(ulong x, ReadOnlySpan y, Spa... method Divide (line 4597) | protected override ulong Divide(ulong x, ulong y) method Divide (line 4602) | protected override void Divide(ReadOnlySpan x, ReadOnlySpan x, ulong y, Span<... method Divide (line 4645) | protected override void Divide(ulong x, ReadOnlySpan y, Span<... method Modulo (line 4656) | protected override ulong Modulo(ulong x, ulong y) method Modulo (line 4661) | protected override void Modulo(ReadOnlySpan x, ReadOnlySpan x, ulong y, Span<... method Modulo (line 4683) | protected override void Modulo(ulong x, ReadOnlySpan y, Span<... method And (line 4694) | protected override void And(ReadOnlySpan x, ReadOnlySpan x, ulong y, Span y, Span x, ReadOnlySpan x, ulong y, Span y, Span x, ReadOnlySpan x, ulong y, Span y, Span x, int y, Span... method RightShift (line 4799) | protected override void RightShift(ReadOnlySpan x, int y, Spa... method ElementwiseEquals (line 4805) | protected override void ElementwiseEquals(ReadOnlySpan x, Rea... method ElementwiseEquals (line 4813) | protected override void ElementwiseEquals(ReadOnlySpan x, ulo... method ElementwiseNotEquals (line 4821) | protected override void ElementwiseNotEquals(ReadOnlySpan x, ... method ElementwiseNotEquals (line 4829) | protected override void ElementwiseNotEquals(ReadOnlySpan x, ... method ElementwiseGreaterThanOrEqual (line 4837) | protected override void ElementwiseGreaterThanOrEqual(ReadOnlySpan x... method ElementwiseGreaterThan (line 4877) | protected override void ElementwiseGreaterThan(ReadOnlySpan x... method ElementwiseLessThan (line 4885) | protected override void ElementwiseLessThan(ReadOnlySpan x, R... method ElementwiseLessThan (line 4893) | protected override void ElementwiseLessThan(ReadOnlySpan x, u... class UShortArithmetic (line 4901) | internal class UShortArithmetic : Arithmetic method Add (line 4904) | protected override void Add(ReadOnlySpan x, ReadOnlySpan x, ushort y, Span y, Span x, ReadOnlySpa... method Subtract (line 4990) | protected override void Subtract(ReadOnlySpan x, ushort y, S... method Subtract (line 5001) | protected override void Subtract(ushort x, ReadOnlySpan y, S... method Multiply (line 5012) | protected override void Multiply(ReadOnlySpan x, ReadOnlySpa... method Multiply (line 5044) | protected override void Multiply(ReadOnlySpan x, ushort y, S... method Multiply (line 5055) | protected override void Multiply(ushort x, ReadOnlySpan y, S... method Divide (line 5066) | protected override ushort Divide(ushort x, ushort y) method Divide (line 5071) | protected override void Divide(ReadOnlySpan x, ReadOnlySpan<... method Divide (line 5103) | protected override void Divide(ReadOnlySpan x, ushort y, Spa... method Divide (line 5114) | protected override void Divide(ushort x, ReadOnlySpan y, Spa... method Modulo (line 5125) | protected override ushort Modulo(ushort x, ushort y) method Modulo (line 5130) | protected override void Modulo(ReadOnlySpan x, ReadOnlySpan<... method Modulo (line 5141) | protected override void Modulo(ReadOnlySpan x, ushort y, Spa... method Modulo (line 5152) | protected override void Modulo(ushort x, ReadOnlySpan y, Spa... method And (line 5163) | protected override void And(ReadOnlySpan x, ReadOnlySpan x, ushort y, Span y, Span x, ReadOnlySpan x, ushort y, Span y, Span x, ReadOnlySpan x, ushort y, Span y, Span x, int y, Spa... method RightShift (line 5268) | protected override void RightShift(ReadOnlySpan x, int y, Sp... method ElementwiseEquals (line 5274) | protected override void ElementwiseEquals(ReadOnlySpan x, Re... method ElementwiseEquals (line 5282) | protected override void ElementwiseEquals(ReadOnlySpan x, us... method ElementwiseNotEquals (line 5290) | protected override void ElementwiseNotEquals(ReadOnlySpan x,... method ElementwiseNotEquals (line 5298) | protected override void ElementwiseNotEquals(ReadOnlySpan x,... method ElementwiseGreaterThanOrEqual (line 5306) | protected override void ElementwiseGreaterThanOrEqual(ReadOnlySpan ... method ElementwiseGreaterThan (line 5346) | protected override void ElementwiseGreaterThan(ReadOnlySpan ... method ElementwiseLessThan (line 5354) | protected override void ElementwiseLessThan(ReadOnlySpan x, ... method ElementwiseLessThan (line 5362) | protected override void ElementwiseLessThan(ReadOnlySpan x, ... class DateTimeArithmetic (line 5370) | internal class DateTimeArithmetic : Arithmetic method ElementwiseEquals (line 5373) | protected override void ElementwiseEquals(ReadOnlySpan x, ... method ElementwiseEquals (line 5381) | protected override void ElementwiseEquals(ReadOnlySpan x, ... method ElementwiseNotEquals (line 5389) | protected override void ElementwiseNotEquals(ReadOnlySpan ... method ElementwiseNotEquals (line 5397) | protected override void ElementwiseNotEquals(ReadOnlySpan ... method GetArithmetic (line 5407) | internal static IArithmetic GetArithmetic() method AsVector (line 5441) | [MethodImpl(MethodImplOptions.AggressiveInlining)] FILE: src/Microsoft.Data.Analysis/Computations/IArithmetic.cs type IArithmetic (line 11) | internal interface IArithmetic method HandleOperation (line 15) | void HandleOperation(BinaryOperation operation, ReadOnlySpan x, Rea... method HandleOperation (line 16) | void HandleOperation(BinaryOperation operation, ReadOnlySpan x, T y... method HandleOperation (line 17) | void HandleOperation(BinaryOperation operation, T x, ReadOnlySpan y... method HandleOperation (line 19) | T HandleOperation(BinaryOperation operation, T x, T y); method HandleOperation (line 22) | void HandleOperation(BinaryIntOperation operation, ReadOnlySpan x, ... method HandleOperation (line 25) | void HandleOperation(ComparisonOperation operation, ReadOnlySpan x,... method HandleOperation (line 26) | void HandleOperation(ComparisonOperation operation, ReadOnlySpan x,... FILE: src/Microsoft.Data.Analysis/Converters.cs type IByteConverter (line 13) | internal interface IByteConverter method GetByte (line 15) | byte GetByte(T value); class ByteConverter (line 17) | internal static class ByteConverter method GetByteConverter (line 23) | public static IByteConverter GetByteConverter() class ByteConverter (line 21) | internal static class ByteConverter method GetByteConverter (line 23) | public static IByteConverter GetByteConverter() class ByteByteConverter (line 36) | internal class ByteByteConverter : IByteConverter method GetByte (line 38) | public byte GetByte(byte value) class SByteByteConverter (line 43) | internal class SByteByteConverter : IByteConverter method GetByte (line 45) | public byte GetByte(sbyte value) type ISByteConverter (line 50) | internal interface ISByteConverter method GetSByte (line 52) | sbyte GetSByte(T value); class SByteConverter (line 54) | internal static class SByteConverter method GetSByteConverter (line 60) | public static ISByteConverter GetSByteConverter() class SByteConverter (line 58) | internal static class SByteConverter method GetSByteConverter (line 60) | public static ISByteConverter GetSByteConverter() class ByteSByteConverter (line 73) | internal class ByteSByteConverter : ISByteConverter method GetSByte (line 75) | public sbyte GetSByte(byte value) class SByteSByteConverter (line 80) | internal class SByteSByteConverter : ISByteConverter method GetSByte (line 82) | public sbyte GetSByte(sbyte value) type IInt16Converter (line 87) | internal interface IInt16Converter method GetInt16 (line 89) | short GetInt16(T value); class Int16Converter (line 91) | internal static class Int16Converter method GetInt16Converter (line 97) | public static IInt16Converter GetInt16Converter() class Int16Converter (line 95) | internal static class Int16Converter method GetInt16Converter (line 97) | public static IInt16Converter GetInt16Converter() class ByteInt16Converter (line 118) | internal class ByteInt16Converter : IInt16Converter method GetInt16 (line 120) | public short GetInt16(byte value) class SByteInt16Converter (line 125) | internal class SByteInt16Converter : IInt16Converter method GetInt16 (line 127) | public short GetInt16(sbyte value) class Int16Int16Converter (line 132) | internal class Int16Int16Converter : IInt16Converter method GetInt16 (line 134) | public short GetInt16(short value) class UInt16Int16Converter (line 139) | internal class UInt16Int16Converter : IInt16Converter method GetInt16 (line 141) | public short GetInt16(ushort value) type IUInt16Converter (line 146) | internal interface IUInt16Converter method GetUInt16 (line 148) | ushort GetUInt16(T value); class UInt16Converter (line 150) | internal static class UInt16Converter method GetUInt16Converter (line 156) | public static IUInt16Converter GetUInt16Converter() class UInt16Converter (line 154) | internal static class UInt16Converter method GetUInt16Converter (line 156) | public static IUInt16Converter GetUInt16Converter() class ByteUInt16Converter (line 177) | internal class ByteUInt16Converter : IUInt16Converter method GetUInt16 (line 179) | public ushort GetUInt16(byte value) class SByteUInt16Converter (line 184) | internal class SByteUInt16Converter : IUInt16Converter method GetUInt16 (line 186) | public ushort GetUInt16(sbyte value) class Int16UInt16Converter (line 191) | internal class Int16UInt16Converter : IUInt16Converter method GetUInt16 (line 193) | public ushort GetUInt16(short value) class UInt16UInt16Converter (line 198) | internal class UInt16UInt16Converter : IUInt16Converter method GetUInt16 (line 200) | public ushort GetUInt16(ushort value) type IInt32Converter (line 205) | internal interface IInt32Converter method GetInt32 (line 207) | int GetInt32(T value); class Int32Converter (line 209) | internal static class Int32Converter method GetInt32Converter (line 215) | public static IInt32Converter GetInt32Converter() class Int32Converter (line 213) | internal static class Int32Converter method GetInt32Converter (line 215) | public static IInt32Converter GetInt32Converter() class ByteInt32Converter (line 244) | internal class ByteInt32Converter : IInt32Converter method GetInt32 (line 246) | public int GetInt32(byte value) class SByteInt32Converter (line 251) | internal class SByteInt32Converter : IInt32Converter method GetInt32 (line 253) | public int GetInt32(sbyte value) class Int16Int32Converter (line 258) | internal class Int16Int32Converter : IInt32Converter method GetInt32 (line 260) | public int GetInt32(short value) class UInt16Int32Converter (line 265) | internal class UInt16Int32Converter : IInt32Converter method GetInt32 (line 267) | public int GetInt32(ushort value) class Int32Int32Converter (line 272) | internal class Int32Int32Converter : IInt32Converter method GetInt32 (line 274) | public int GetInt32(int value) class UInt32Int32Converter (line 279) | internal class UInt32Int32Converter : IInt32Converter method GetInt32 (line 281) | public int GetInt32(uint value) type IUInt32Converter (line 286) | internal interface IUInt32Converter method GetUInt32 (line 288) | uint GetUInt32(T value); class UInt32Converter (line 290) | internal static class UInt32Converter method GetUInt32Converter (line 296) | public static IUInt32Converter GetUInt32Converter() class UInt32Converter (line 294) | internal static class UInt32Converter method GetUInt32Converter (line 296) | public static IUInt32Converter GetUInt32Converter() class ByteUInt32Converter (line 325) | internal class ByteUInt32Converter : IUInt32Converter method GetUInt32 (line 327) | public uint GetUInt32(byte value) class SByteUInt32Converter (line 332) | internal class SByteUInt32Converter : IUInt32Converter method GetUInt32 (line 334) | public uint GetUInt32(sbyte value) class Int16UInt32Converter (line 339) | internal class Int16UInt32Converter : IUInt32Converter method GetUInt32 (line 341) | public uint GetUInt32(short value) class UInt16UInt32Converter (line 346) | internal class UInt16UInt32Converter : IUInt32Converter method GetUInt32 (line 348) | public uint GetUInt32(ushort value) class Int32UInt32Converter (line 353) | internal class Int32UInt32Converter : IUInt32Converter method GetUInt32 (line 355) | public uint GetUInt32(int value) class UInt32UInt32Converter (line 360) | internal class UInt32UInt32Converter : IUInt32Converter method GetUInt32 (line 362) | public uint GetUInt32(uint value) type IInt64Converter (line 367) | internal interface IInt64Converter method GetInt64 (line 369) | long GetInt64(T value); class Int64Converter (line 371) | internal static class Int64Converter method GetInt64Converter (line 377) | public static IInt64Converter GetInt64Converter() class Int64Converter (line 375) | internal static class Int64Converter method GetInt64Converter (line 377) | public static IInt64Converter GetInt64Converter() class ByteInt64Converter (line 414) | internal class ByteInt64Converter : IInt64Converter method GetInt64 (line 416) | public long GetInt64(byte value) class SByteInt64Converter (line 421) | internal class SByteInt64Converter : IInt64Converter method GetInt64 (line 423) | public long GetInt64(sbyte value) class Int16Int64Converter (line 428) | internal class Int16Int64Converter : IInt64Converter method GetInt64 (line 430) | public long GetInt64(short value) class UInt16Int64Converter (line 435) | internal class UInt16Int64Converter : IInt64Converter method GetInt64 (line 437) | public long GetInt64(ushort value) class Int32Int64Converter (line 442) | internal class Int32Int64Converter : IInt64Converter method GetInt64 (line 444) | public long GetInt64(int value) class UInt32Int64Converter (line 449) | internal class UInt32Int64Converter : IInt64Converter method GetInt64 (line 451) | public long GetInt64(uint value) class Int64Int64Converter (line 456) | internal class Int64Int64Converter : IInt64Converter method GetInt64 (line 458) | public long GetInt64(long value) class UInt64Int64Converter (line 463) | internal class UInt64Int64Converter : IInt64Converter method GetInt64 (line 465) | public long GetInt64(ulong value) type IUInt64Converter (line 470) | internal interface IUInt64Converter method GetUInt64 (line 472) | ulong GetUInt64(T value); class UInt64Converter (line 474) | internal static class UInt64Converter method GetUInt64Converter (line 480) | public static IUInt64Converter GetUInt64Converter() class UInt64Converter (line 478) | internal static class UInt64Converter method GetUInt64Converter (line 480) | public static IUInt64Converter GetUInt64Converter() class ByteUInt64Converter (line 517) | internal class ByteUInt64Converter : IUInt64Converter method GetUInt64 (line 519) | public ulong GetUInt64(byte value) class SByteUInt64Converter (line 524) | internal class SByteUInt64Converter : IUInt64Converter method GetUInt64 (line 526) | public ulong GetUInt64(sbyte value) class Int16UInt64Converter (line 531) | internal class Int16UInt64Converter : IUInt64Converter method GetUInt64 (line 533) | public ulong GetUInt64(short value) class UInt16UInt64Converter (line 538) | internal class UInt16UInt64Converter : IUInt64Converter method GetUInt64 (line 540) | public ulong GetUInt64(ushort value) class Int32UInt64Converter (line 545) | internal class Int32UInt64Converter : IUInt64Converter method GetUInt64 (line 547) | public ulong GetUInt64(int value) class UInt32UInt64Converter (line 552) | internal class UInt32UInt64Converter : IUInt64Converter method GetUInt64 (line 554) | public ulong GetUInt64(uint value) class Int64UInt64Converter (line 559) | internal class Int64UInt64Converter : IUInt64Converter method GetUInt64 (line 561) | public ulong GetUInt64(long value) class UInt64UInt64Converter (line 566) | internal class UInt64UInt64Converter : IUInt64Converter method GetUInt64 (line 568) | public ulong GetUInt64(ulong value) type ISingleConverter (line 573) | internal interface ISingleConverter method GetSingle (line 575) | float GetSingle(T value); class SingleConverter (line 577) | internal static class SingleConverter method GetSingleConverter (line 583) | public static ISingleConverter GetSingleConverter() class SingleConverter (line 581) | internal static class SingleConverter method GetSingleConverter (line 583) | public static ISingleConverter GetSingleConverter() class ByteSingleConverter (line 624) | internal class ByteSingleConverter : ISingleConverter method GetSingle (line 626) | public float GetSingle(byte value) class SByteSingleConverter (line 631) | internal class SByteSingleConverter : ISingleConverter method GetSingle (line 633) | public float GetSingle(sbyte value) class Int16SingleConverter (line 638) | internal class Int16SingleConverter : ISingleConverter method GetSingle (line 640) | public float GetSingle(short value) class UInt16SingleConverter (line 645) | internal class UInt16SingleConverter : ISingleConverter method GetSingle (line 647) | public float GetSingle(ushort value) class Int32SingleConverter (line 652) | internal class Int32SingleConverter : ISingleConverter method GetSingle (line 654) | public float GetSingle(int value) class UInt32SingleConverter (line 659) | internal class UInt32SingleConverter : ISingleConverter method GetSingle (line 661) | public float GetSingle(uint value) class Int64SingleConverter (line 666) | internal class Int64SingleConverter : ISingleConverter method GetSingle (line 668) | public float GetSingle(long value) class UInt64SingleConverter (line 673) | internal class UInt64SingleConverter : ISingleConverter method GetSingle (line 675) | public float GetSingle(ulong value) class SingleSingleConverter (line 680) | internal class SingleSingleConverter : ISingleConverter method GetSingle (line 682) | public float GetSingle(float value) type IDoubleConverter (line 687) | internal interface IDoubleConverter method GetDouble (line 689) | double GetDouble(T value); class DoubleConverter (line 691) | internal static class DoubleConverter method GetDoubleConverter (line 697) | public static IDoubleConverter GetDoubleConverter() class DoubleConverter (line 695) | internal static class DoubleConverter method GetDoubleConverter (line 697) | public static IDoubleConverter GetDoubleConverter() class ByteDoubleConverter (line 742) | internal class ByteDoubleConverter : IDoubleConverter method GetDouble (line 744) | public double GetDouble(byte value) class SByteDoubleConverter (line 749) | internal class SByteDoubleConverter : IDoubleConverter method GetDouble (line 751) | public double GetDouble(sbyte value) class Int16DoubleConverter (line 756) | internal class Int16DoubleConverter : IDoubleConverter method GetDouble (line 758) | public double GetDouble(short value) class UInt16DoubleConverter (line 763) | internal class UInt16DoubleConverter : IDoubleConverter method GetDouble (line 765) | public double GetDouble(ushort value) class Int32DoubleConverter (line 770) | internal class Int32DoubleConverter : IDoubleConverter method GetDouble (line 772) | public double GetDouble(int value) class UInt32DoubleConverter (line 777) | internal class UInt32DoubleConverter : IDoubleConverter method GetDouble (line 779) | public double GetDouble(uint value) class Int64DoubleConverter (line 784) | internal class Int64DoubleConverter : IDoubleConverter method GetDouble (line 786) | public double GetDouble(long value) class UInt64DoubleConverter (line 791) | internal class UInt64DoubleConverter : IDoubleConverter method GetDouble (line 793) | public double GetDouble(ulong value) class SingleDoubleConverter (line 798) | internal class SingleDoubleConverter : IDoubleConverter method GetDouble (line 800) | public double GetDouble(float value) class DoubleDoubleConverter (line 805) | internal class DoubleDoubleConverter : IDoubleConverter method GetDouble (line 807) | public double GetDouble(double value) type IDecimalConverter (line 812) | internal interface IDecimalConverter method GetDecimal (line 814) | decimal GetDecimal(T value); class DecimalConverter (line 816) | internal static class DecimalConverter method GetDecimalConverter (line 822) | public static IDecimalConverter GetDecimalConverter() class DecimalConverter (line 820) | internal static class DecimalConverter method GetDecimalConverter (line 822) | public static IDecimalConverter GetDecimalConverter() class ByteDecimalConverter (line 871) | internal class ByteDecimalConverter : IDecimalConverter method GetDecimal (line 873) | public decimal GetDecimal(byte value) class SByteDecimalConverter (line 878) | internal class SByteDecimalConverter : IDecimalConverter method GetDecimal (line 880) | public decimal GetDecimal(sbyte value) class Int16DecimalConverter (line 885) | internal class Int16DecimalConverter : IDecimalConverter method GetDecimal (line 887) | public decimal GetDecimal(short value) class UInt16DecimalConverter (line 892) | internal class UInt16DecimalConverter : IDecimalConverter method GetDecimal (line 894) | public decimal GetDecimal(ushort value) class Int32DecimalConverter (line 899) | internal class Int32DecimalConverter : IDecimalConverter method GetDecimal (line 901) | public decimal GetDecimal(int value) class UInt32DecimalConverter (line 906) | internal class UInt32DecimalConverter : IDecimalConverter method GetDecimal (line 908) | public decimal GetDecimal(uint value) class Int64DecimalConverter (line 913) | internal class Int64DecimalConverter : IDecimalConverter method GetDecimal (line 915) | public decimal GetDecimal(long value) class UInt64DecimalConverter (line 920) | internal class UInt64DecimalConverter : IDecimalConverter method GetDecimal (line 922) | public decimal GetDecimal(ulong value) class SingleDecimalConverter (line 927) | internal class SingleDecimalConverter : IDecimalConverter method GetDecimal (line 929) | public decimal GetDecimal(float value) class DoubleDecimalConverter (line 934) | internal class DoubleDecimalConverter : IDecimalConverter method GetDecimal (line 936) | public decimal GetDecimal(double value) class DecimalDecimalConverter (line 941) | internal class DecimalDecimalConverter : IDecimalConverter method GetDecimal (line 943) | public decimal GetDecimal(decimal value) FILE: src/Microsoft.Data.Analysis/DataFrame.Arrow.cs class DataFrame (line 12) | public partial class DataFrame method AppendDataFrameColumnFromArrowArray (line 14) | private static void AppendDataFrameColumnFromArrowArray(Field field, I... method FromArrowRecordBatch (line 155) | public static DataFrame FromArrowRecordBatch(RecordBatch recordBatch) method ToArrowRecordBatches (line 173) | public IEnumerable ToArrowRecordBatches() FILE: src/Microsoft.Data.Analysis/DataFrame.BinaryOperations.cs class DataFrame (line 13) | public partial class DataFrame method Add (line 15) | public DataFrame Add(IReadOnlyList values, bool inPlace = false) method Add (line 38) | public DataFrame Add(T value, bool inPlace = false) method Subtract (line 54) | public DataFrame Subtract(IReadOnlyList values, bool inPlace = f... method Subtract (line 77) | public DataFrame Subtract(T value, bool inPlace = false) method Multiply (line 93) | public DataFrame Multiply(IReadOnlyList values, bool inPlace = f... method Multiply (line 116) | public DataFrame Multiply(T value, bool inPlace = false) method Divide (line 132) | public DataFrame Divide(IReadOnlyList values, bool inPlace = false) method Divide (line 155) | public DataFrame Divide(T value, bool inPlace = false) method Modulo (line 171) | public DataFrame Modulo(IReadOnlyList values, bool inPlace = false) method Modulo (line 194) | public DataFrame Modulo(T value, bool inPlace = false) method And (line 210) | public DataFrame And(IReadOnlyList values, bool inPlace = false) method And (line 232) | public DataFrame And(bool value, bool inPlace = false) method Or (line 247) | public DataFrame Or(IReadOnlyList values, bool inPlace = false) method Or (line 269) | public DataFrame Or(bool value, bool inPlace = false) method Xor (line 284) | public DataFrame Xor(IReadOnlyList values, bool inPlace = false) method Xor (line 306) | public DataFrame Xor(bool value, bool inPlace = false) method LeftShift (line 324) | public DataFrame LeftShift(int value, bool inPlace = false) method RightShift (line 342) | public DataFrame RightShift(int value, bool inPlace = false) method ElementwiseEquals (line 357) | public DataFrame ElementwiseEquals(IReadOnlyList values) method ElementwiseEquals (line 377) | public DataFrame ElementwiseEquals(T value) method ElementwiseNotEquals (line 390) | public DataFrame ElementwiseNotEquals(IReadOnlyList values) method ElementwiseNotEquals (line 410) | public DataFrame ElementwiseNotEquals(T value) method ElementwiseGreaterThanOrEqual (line 423) | public DataFrame ElementwiseGreaterThanOrEqual(IReadOnlyList val... method ElementwiseGreaterThanOrEqual (line 443) | public DataFrame ElementwiseGreaterThanOrEqual(T value) method ElementwiseLessThanOrEqual (line 456) | public DataFrame ElementwiseLessThanOrEqual(IReadOnlyList values) method ElementwiseLessThanOrEqual (line 476) | public DataFrame ElementwiseLessThanOrEqual(T value) method ElementwiseGreaterThan (line 489) | public DataFrame ElementwiseGreaterThan(IReadOnlyList values) method ElementwiseGreaterThan (line 509) | public DataFrame ElementwiseGreaterThan(T value) method ElementwiseLessThan (line 522) | public DataFrame ElementwiseLessThan(IReadOnlyList values) method ElementwiseLessThan (line 542) | public DataFrame ElementwiseLessThan(T value) method ReverseAdd (line 559) | public DataFrame ReverseAdd(T value, bool inPlace = false) method ReverseSubtract (line 577) | public DataFrame ReverseSubtract(T value, bool inPlace = false) method ReverseMultiply (line 595) | public DataFrame ReverseMultiply(T value, bool inPlace = false) method ReverseDivide (line 613) | public DataFrame ReverseDivide(T value, bool inPlace = false) method ReverseModulo (line 631) | public DataFrame ReverseModulo(T value, bool inPlace = false) method ReverseAnd (line 649) | public DataFrame ReverseAnd(bool value, bool inPlace = false) method ReverseOr (line 666) | public DataFrame ReverseOr(bool value, bool inPlace = false) method ReverseXor (line 683) | public DataFrame ReverseXor(bool value, bool inPlace = false) FILE: src/Microsoft.Data.Analysis/DataFrame.BinaryOperators.cs class DataFrame (line 13) | public partial class DataFrame FILE: src/Microsoft.Data.Analysis/DataFrame.IDataView.cs class DataFrame (line 13) | public partial class DataFrame : IDataView method GetRowCount (line 41) | long? IDataView.GetRowCount() => Rows.Count; method GetRowCursorCore (line 43) | private DataViewRowCursor GetRowCursorCore(IEnumerable GetGetter(DataViewSchema... method GetIdGetter (line 122) | public override ValueGetter GetIdGetter() method IsColumnActive (line 127) | public override bool IsColumnActive(DataViewSchema.Column column) method MoveNext (line 132) | public override bool MoveNext() FILE: src/Microsoft.Data.Analysis/DataFrame.IO.cs class DataFrame (line 19) | public partial class DataFrame method DefaultGuessTypeFunction (line 23) | private static Type DefaultGuessTypeFunction(IEnumerable colum... method GuessKind (line 61) | private static Type GuessKind(int col, List<(long LineNumber, string[]... method DetermineType (line 70) | private static Type DetermineType(bool first, Type suggested, Type pre... method MaxKind (line 78) | private static Type MaxKind(Type a, Type b) method LoadCsv (line 106) | public static DataFrame LoadCsv(string filename, method LoadFrom (line 121) | public static DataFrame LoadFrom(IEnumerable> vals, ILis... method SaveTo (line 142) | public void SaveTo(DataTable table) method ToTable (line 175) | public DataTable ToTable() method FromSchema (line 182) | public static DataFrame FromSchema(DbDataReader reader) method LoadFrom (line 199) | public static async Task LoadFrom(DbDataReader reader) method LoadFrom (line 221) | public static async Task LoadFrom(DbDataAdapter adapter) method SaveTo (line 227) | public void SaveTo(DbDataAdapter dataAdapter, DbProviderFactory factory) method GetColumnName (line 269) | private static string GetColumnName(string[] columnNames, int columnIn... method CreateColumn (line 280) | private static DataFrameColumn CreateColumn(Type kind, string columnName) method CreateColumn (line 350) | private static DataFrameColumn CreateColumn(Type kind, string[] column... method ReadCsvLinesIntoDataFrame (line 355) | private static DataFrame ReadCsvLinesIntoDataFrame(WrappedStreamReader... class WrappedStreamReaderOrStringReader (line 486) | private class WrappedStreamReaderOrStringReader method WrappedStreamReaderOrStringReader (line 493) | public WrappedStreamReaderOrStringReader(Stream stream, Encoding enc... method WrappedStreamReaderOrStringReader (line 501) | public WrappedStreamReaderOrStringReader(string csvString) method GetTextReader (line 510) | public TextReader GetTextReader() method LoadCsvFromString (line 540) | public static DataFrame LoadCsvFromString(string csvString, method LoadCsv (line 567) | public static DataFrame LoadCsv(Stream csvStream, method WriteCsv (line 597) | [Obsolete("WriteCsv is obsolete and will be removed in a future versio... method SaveCsv (line 614) | public static void SaveCsv(DataFrame dataFrame, string path, method WriteCsv (line 635) | [Obsolete("WriteCsv is obsolete and will be removed in a future versio... method SaveCsv (line 652) | public static void SaveCsv(DataFrame dataFrame, Stream csvStream, method AppendValuesToRecord (line 694) | private static void AppendValuesToRecord(StringBuilder record, IEnumer... method SaveHeader (line 745) | private static void SaveHeader(StreamWriter csvFile, IReadOnlyList GetSortedListsIntersection(IReadOnlyList(DataFrame other, string leftJoinColumn, s... method Merge (line 171) | private static HashSet Merge(DataFrame retainedDataFrame, DataFr... method GetOccurences (line 192) | private static Dictionary> GetOccurences(DataF... method GetShrinkedOccurences (line 252) | private static Dictionary> GetShrinkedOccurenc... method PerformMerging (line 275) | private static HashSet PerformMerging(DataFrame retainedDataFram... method Merge (line 331) | public DataFrame Merge(DataFrame other, string[] leftJoinColumns, stri... FILE: src/Microsoft.Data.Analysis/DataFrame.cs type DropNullOptions (line 18) | public enum DropNullOptions class DataFrame (line 33) | public partial class DataFrame method DataFrame (line 44) | public DataFrame(IEnumerable columns) method DataFrame (line 50) | public DataFrame(params DataFrameColumn[] columns) method GetColumnNames (line 66) | internal IReadOnlyList GetColumnNames() => _columnCollection.G... method Filter (line 85) | public DataFrame Filter(PrimitiveDataFrameColumn filter) => Clon... method Filter (line 91) | public DataFrame Filter(PrimitiveDataFrameColumn rowIndices) => C... method Filter (line 97) | public DataFrame Filter(PrimitiveDataFrameColumn rowIndices) => ... method Head (line 169) | public DataFrame Head(int numberOfRows) method Tail (line 178) | public DataFrame Tail(int numberOfRows) method Clone (line 193) | public DataFrame Clone() method Clone (line 198) | private DataFrame Clone(DataFrameColumn mapIndices = null) method Info (line 211) | public DataFrame Info() method Description (line 234) | public DataFrame Description() method OrderBy (line 266) | public DataFrame OrderBy(string columnName, bool ascending = true, boo... method OrderByDescending (line 276) | public DataFrame OrderByDescending(string columnName, bool putNullValu... method Clamp (line 288) | public DataFrame Clamp(U min, U max, bool inPlace = false) method AddPrefix (line 304) | public DataFrame AddPrefix(string prefix, bool inPlace = false) method AddSuffix (line 319) | public DataFrame AddSuffix(string suffix, bool inPlace = false) method Sample (line 335) | public DataFrame Sample(int numberOfRows) method GroupBy (line 367) | public GroupBy GroupBy(string columnName) method GroupBy (line 383) | public GroupBy GroupBy(string columnName) method SetTableRowCount (line 397) | internal void SetTableRowCount(long rowCount) method DropNulls (line 412) | public DataFrame DropNulls(DropNullOptions options = DropNullOptions.Any) method FillNulls (line 465) | public DataFrame FillNulls(object value, bool inPlace = false) method FillNulls (line 481) | public DataFrame FillNulls(IList values, bool inPlace = false) method ResizeByOneAndAppend (line 494) | private void ResizeByOneAndAppend(DataFrameColumn column, object value) method Append (line 510) | public DataFrame Append(IEnumerable rows, bool inPlace =... method Append (line 528) | public DataFrame Append(IEnumerable row = null, bool inPlace =... method Append (line 611) | public DataFrame Append(IEnumerable> row,... method Melt (line 739) | public DataFrame Melt(IEnumerable idColumns, IEnumerable valueColumnList, bo... method InitializeIdColumns (line 861) | private List InitializeIdColumns(List idColum... method CreateValueColumn (line 877) | private DataFrameColumn CreateValueColumn(List valueColumnList... method FillMeltedData (line 901) | private void FillMeltedData(List idColumnList, List va... method OnColumnsChanged (line 942) | private void OnColumnsChanged() method Sort (line 947) | private DataFrame Sort(string columnName, bool ascending, bool putNull... method ToString (line 967) | public override string ToString() => ToString(DefaultMaxRowsToShowInPr... method ToString (line 974) | public string ToString(long rowsToShow) FILE: src/Microsoft.Data.Analysis/DataFrameBuffer.cs class DataFrameBuffer (line 15) | internal class DataFrameBuffer : ReadOnlyDataFrameBuffer method DataFrameBuffer (line 41) | public DataFrameBuffer(int capacity = 0) method DataFrameBuffer (line 51) | internal DataFrameBuffer(ReadOnlyMemory buffer, int length) method Append (line 58) | public void Append(T value) method IncreaseSize (line 66) | public void IncreaseSize(int numberOfValues) method EnsureCapacity (line 72) | public void EnsureCapacity(int numberOfValues) method GetMutableBuffer (line 103) | internal static DataFrameBuffer GetMutableBuffer(ReadOnlyDataFrameB... FILE: src/Microsoft.Data.Analysis/DataFrameColumn.BinaryOperations.cs class DataFrameColumn (line 13) | public abstract partial class DataFrameColumn method Add (line 18) | public virtual DataFrameColumn Add(DataFrameColumn column, bool inPlac... method Add (line 26) | public virtual DataFrameColumn Add(T value, bool inPlace = false) method ReverseAdd (line 34) | public virtual DataFrameColumn ReverseAdd(T value, bool inPlace = f... method Subtract (line 42) | public virtual DataFrameColumn Subtract(DataFrameColumn column, bool i... method Subtract (line 50) | public virtual DataFrameColumn Subtract(T value, bool inPlace = false) method ReverseSubtract (line 58) | public virtual DataFrameColumn ReverseSubtract(T value, bool inPlac... method Multiply (line 66) | public virtual DataFrameColumn Multiply(DataFrameColumn column, bool i... method Multiply (line 74) | public virtual DataFrameColumn Multiply(T value, bool inPlace = false) method ReverseMultiply (line 82) | public virtual DataFrameColumn ReverseMultiply(T value, bool inPlac... method Divide (line 90) | public virtual DataFrameColumn Divide(DataFrameColumn column, bool inP... method Divide (line 98) | public virtual DataFrameColumn Divide(T value, bool inPlace = false) method ReverseDivide (line 106) | public virtual DataFrameColumn ReverseDivide(T value, bool inPlace ... method Modulo (line 114) | public virtual DataFrameColumn Modulo(DataFrameColumn column, bool inP... method Modulo (line 122) | public virtual DataFrameColumn Modulo(T value, bool inPlace = false) method ReverseModulo (line 130) | public virtual DataFrameColumn ReverseModulo(T value, bool inPlace ... method And (line 138) | public virtual DataFrameColumn And(DataFrameColumn column, bool inPlac... method And (line 146) | public virtual PrimitiveDataFrameColumn And(bool value, bool inP... method ReverseAnd (line 154) | public virtual PrimitiveDataFrameColumn ReverseAnd(bool value, b... method Or (line 162) | public virtual DataFrameColumn Or(DataFrameColumn column, bool inPlace... method Or (line 170) | public virtual PrimitiveDataFrameColumn Or(bool value, bool inPl... method ReverseOr (line 178) | public virtual PrimitiveDataFrameColumn ReverseOr(bool value, bo... method Xor (line 186) | public virtual DataFrameColumn Xor(DataFrameColumn column, bool inPlac... method Xor (line 194) | public virtual PrimitiveDataFrameColumn Xor(bool value, bool inP... method ReverseXor (line 202) | public virtual PrimitiveDataFrameColumn ReverseXor(bool value, b... method LeftShift (line 210) | public virtual DataFrameColumn LeftShift(int value, bool inPlace = false) method RightShift (line 218) | public virtual DataFrameColumn RightShift(int value, bool inPlace = fa... method ElementwiseEquals (line 226) | public virtual PrimitiveDataFrameColumn ElementwiseEquals(DataFr... method ElementwiseEquals (line 234) | public virtual PrimitiveDataFrameColumn ElementwiseEquals(T v... method ElementwiseNotEquals (line 242) | public virtual PrimitiveDataFrameColumn ElementwiseNotEquals(Dat... method ElementwiseNotEquals (line 250) | public virtual PrimitiveDataFrameColumn ElementwiseNotEquals(... method ElementwiseGreaterThanOrEqual (line 258) | public virtual PrimitiveDataFrameColumn ElementwiseGreaterThanOr... method ElementwiseGreaterThanOrEqual (line 266) | public virtual PrimitiveDataFrameColumn ElementwiseGreaterThanOr... method ElementwiseLessThanOrEqual (line 274) | public virtual PrimitiveDataFrameColumn ElementwiseLessThanOrEqu... method ElementwiseLessThanOrEqual (line 282) | public virtual PrimitiveDataFrameColumn ElementwiseLessThanOrEqu... method ElementwiseGreaterThan (line 290) | public virtual PrimitiveDataFrameColumn ElementwiseGreaterThan(D... method ElementwiseGreaterThan (line 298) | public virtual PrimitiveDataFrameColumn ElementwiseGreaterThan ElementwiseLessThan(Data... method ElementwiseLessThan (line 314) | public virtual PrimitiveDataFrameColumn ElementwiseLessThan(T... method ElementwiseIsNull (line 322) | public virtual PrimitiveDataFrameColumn ElementwiseIsNull() method ElementwiseIsNotNull (line 330) | public virtual PrimitiveDataFrameColumn ElementwiseIsNotNull() FILE: src/Microsoft.Data.Analysis/DataFrameColumn.BinaryOperators.cs class DataFrameColumn (line 13) | public abstract partial class DataFrameColumn FILE: src/Microsoft.Data.Analysis/DataFrameColumn.Computations.cs class DataFrameColumn (line 13) | public abstract partial class DataFrameColumn method Abs (line 18) | public virtual DataFrameColumn Abs(bool inPlace = false) method All (line 26) | public virtual bool All() method Any (line 34) | public virtual bool Any() method CumulativeMax (line 42) | public virtual DataFrameColumn CumulativeMax(bool inPlace = false) method CumulativeMax (line 50) | public virtual DataFrameColumn CumulativeMax(IEnumerable rowIndi... method CumulativeMin (line 58) | public virtual DataFrameColumn CumulativeMin(bool inPlace = false) method CumulativeMin (line 66) | public virtual DataFrameColumn CumulativeMin(IEnumerable rowIndi... method CumulativeProduct (line 74) | public virtual DataFrameColumn CumulativeProduct(bool inPlace = false) method CumulativeProduct (line 82) | public virtual DataFrameColumn CumulativeProduct(IEnumerable row... method CumulativeSum (line 90) | public virtual DataFrameColumn CumulativeSum(bool inPlace = false) method CumulativeSum (line 98) | public virtual DataFrameColumn CumulativeSum(IEnumerable rowIndi... method Max (line 106) | public virtual object Max() method Max (line 114) | public virtual object Max(IEnumerable rowIndices) method Min (line 122) | public virtual object Min() method Min (line 130) | public virtual object Min(IEnumerable rowIndices) method Product (line 138) | public virtual object Product() method Product (line 146) | public virtual object Product(IEnumerable rowIndices) method Sum (line 154) | public virtual object Sum() method Sum (line 162) | public virtual object Sum(IEnumerable rowIndices) method Round (line 170) | public virtual DataFrameColumn Round(bool inPlace = false) FILE: src/Microsoft.Data.Analysis/DataFrameColumn.cs class DataFrameColumn (line 19) | public abstract partial class DataFrameColumn : IEnumerable method DataFrameColumn (line 27) | protected DataFrameColumn(string name, long length, Type type) method Create (line 42) | public static PrimitiveDataFrameColumn Create(string name, IEnum... method Create (line 55) | public static PrimitiveDataFrameColumn Create(string name, IEnum... method Create (line 67) | public static StringDataFrameColumn Create(string name, IEnumerable NullCount == 0 || this[inde... method GetValue (line 171) | protected abstract object GetValue(long rowIndex); method GetValues (line 179) | protected abstract IReadOnlyList GetValues(long startIndex, in... method SetValue (line 186) | protected abstract void SetValue(long rowIndex, object value); method GetEnumerator (line 199) | IEnumerator IEnumerable.GetEnumerator() => GetEnumeratorCore(); method GetEnumeratorCore (line 204) | protected abstract IEnumerator GetEnumeratorCore(); method Resize (line 210) | protected internal virtual void Resize(long length) => throw new NotIm... method Clone (line 217) | public DataFrameColumn Clone(long numberOfNullsToAppend = 0) => CloneI... method Clone (line 226) | public DataFrameColumn Clone(DataFrameColumn mapIndices, bool invertMa... method CloneImplementation (line 235) | protected abstract DataFrameColumn CloneImplementation(DataFrameColumn... method CloneImplementation (line 237) | protected abstract DataFrameColumn CloneImplementation(long numberOfNu... method Sort (line 244) | public DataFrameColumn Sort(bool ascending = true, bool putNullValuesL... method GroupColumnValues (line 255) | public virtual Dictionary> GroupColumnValues> GetGroupedOccurren... method GetGroupedOccurrences (line 272) | protected Dictionary> GetGroupedOccurrences throw new NotImplementedExce... method GroupBy (line 300) | public virtual GroupBy GroupBy(int columnIndex, DataFrame parent) => t... method FillNulls (line 308) | public virtual DataFrameColumn FillNulls(object value, bool inPlace = ... method FillNullsImplementation (line 310) | protected abstract DataFrameColumn FillNullsImplementation(object valu... method DropNulls (line 315) | public virtual DataFrameColumn DropNulls() => DropNullsImplementation(); method DropNullsImplementation (line 317) | protected abstract DataFrameColumn DropNullsImplementation(); method GetArrowField (line 320) | protected internal virtual Field GetArrowField() => throw new NotImple... method GetMaxRecordBatchLength (line 324) | protected internal virtual int GetMaxRecordBatchLength(long startIndex... method ToArrowArray (line 325) | protected internal virtual Apache.Arrow.Array ToArrowArray(long startI... method GetDataViewGetter (line 334) | protected internal virtual Delegate GetDataViewGetter(DataViewRowCurso... method AddDataViewColumn (line 342) | protected internal virtual void AddDataViewColumn(DataViewSchema.Build... method AddValueUsingCursor (line 349) | protected internal virtual void AddValueUsingCursor(DataViewRowCursor ... method GetValueGetterUsingCursor (line 356) | protected internal virtual Delegate GetValueGetterUsingCursor(DataView... method Clamp (line 365) | public virtual DataFrameColumn Clamp(U min, U max, bool inPlace = f... method ClampImplementation (line 374) | protected virtual DataFrameColumn ClampImplementation(U min, U max,... method Filter (line 382) | public virtual DataFrameColumn Filter(U min, U max) => FilterImplem... method FilterImplementation (line 390) | protected virtual DataFrameColumn FilterImplementation(U min, U max... method IsNumericColumn (line 395) | public virtual bool IsNumericColumn() => false; method Mean (line 400) | public virtual double Mean() => throw new NotImplementedException(); method Median (line 405) | public virtual double Median() => throw new NotImplementedException(); method HasDescription (line 410) | public virtual bool HasDescription() => false; method Info (line 415) | public virtual StringDataFrameColumn Info() method Description (line 426) | public virtual DataFrameColumn Description() => throw new NotImplement... method ToString (line 432) | public override string ToString() method ToString (line 437) | public string ToString(long rowsToShow) method GetSortIndices (line 463) | protected internal abstract PrimitiveDataFrameColumn GetSortIndi... method PopulateColumnSortIndicesWithHeap (line 469) | protected static void PopulateColumnSortIndicesWithHeap(SortedDicti... method FloorLog2PlusOne (line 525) | internal static int FloorLog2PlusOne(int n) method IntrospectiveSort (line 538) | internal static void IntrospectiveSort( method IntroSortRecursive (line 548) | internal static void IntroSortRecursive( method PickPivotAndPartition (line 596) | private static int PickPivotAndPartition( method Swap (line 647) | internal static void Swap(ref TKey a, ref TKey b) method HeapSort (line 654) | private static void HeapSort( method DownHeap (line 676) | private static void DownHeap( method InsertionSort (line 709) | private static void InsertionSort( method Sort3 (line 737) | private static void Sort3( method Sort2 (line 748) | private static void Sort2( FILE: src/Microsoft.Data.Analysis/DataFrameColumnCollection.cs class DataFrameColumnCollection (line 14) | public class DataFrameColumnCollection : Collection method DataFrameColumnCollection (line 21) | internal DataFrameColumnCollection(IEnumerable column... method GetColumnNames (line 31) | internal IReadOnlyList GetColumnNames() method RenameColumn (line 41) | public void RenameColumn(string currentName, string newName) method SetColumnName (line 47) | [Obsolete] method UpdateColumnNameMetadata (line 54) | internal void UpdateColumnNameMetadata(DataFrameColumn column, string ... method Insert (line 63) | public void Insert(int columnIndex, IEnumerable column, string c... method InsertItem (line 70) | protected override void InsertItem(int columnIndex, DataFrameColumn co... method SetItem (line 103) | protected override void SetItem(int columnIndex, DataFrameColumn column) method RemoveItem (line 125) | protected override void RemoveItem(int columnIndex) method Remove (line 143) | public void Remove(string columnName) method IndexOf (line 156) | public int IndexOf(string columnName) method ClearItems (line 165) | protected override void ClearItems() method GetPrimitiveColumn (line 214) | public PrimitiveDataFrameColumn GetPrimitiveColumn(string name) method GetDateTimeColumn (line 232) | public DateTimeDataFrameColumn GetDateTimeColumn(string name) method GetArrowStringColumn (line 249) | public ArrowStringDataFrameColumn GetArrowStringColumn(string name) method GetStringColumn (line 266) | public StringDataFrameColumn GetStringColumn(string name) method GetBooleanColumn (line 283) | public BooleanDataFrameColumn GetBooleanColumn(string name) method GetByteColumn (line 300) | public ByteDataFrameColumn GetByteColumn(string name) method GetCharColumn (line 317) | public CharDataFrameColumn GetCharColumn(string name) method GetDoubleColumn (line 334) | public DoubleDataFrameColumn GetDoubleColumn(string name) method GetDecimalColumn (line 351) | public DecimalDataFrameColumn GetDecimalColumn(string name) method GetSingleColumn (line 368) | public SingleDataFrameColumn GetSingleColumn(string name) method GetInt32Column (line 385) | public Int32DataFrameColumn GetInt32Column(string name) method GetInt64Column (line 402) | public Int64DataFrameColumn GetInt64Column(string name) method GetSByteColumn (line 419) | public SByteDataFrameColumn GetSByteColumn(string name) method GetInt16Column (line 436) | public Int16DataFrameColumn GetInt16Column(string name) method GetUInt32Column (line 453) | public UInt32DataFrameColumn GetUInt32Column(string name) method GetUInt64Column (line 470) | public UInt64DataFrameColumn GetUInt64Column(string name) method GetUInt16Column (line 487) | public UInt16DataFrameColumn GetUInt16Column(string name) FILE: src/Microsoft.Data.Analysis/DataFrameColumns/ArrowStringDataFrameColumn.cs class ArrowStringDataFrameColumn (line 21) | public partial class ArrowStringDataFrameColumn : DataFrameColumn, IEnum... method ArrowStringDataFrameColumn (line 31) | public ArrowStringDataFrameColumn(string name) : base(name, 0, typeof(... method ArrowStringDataFrameColumn (line 47) | public ArrowStringDataFrameColumn(string name, ReadOnlyMemory va... method IsValid (line 73) | public override bool IsValid(long index) => NullCount == 0 || GetValid... method GetValidityBit (line 75) | private bool GetValidityBit(long index) method SetValidityBit (line 91) | private void SetValidityBit(long index, bool value) method GetReadOnlyDataBuffers (line 141) | public IEnumerable> GetReadOnlyDataBuffers() method GetReadOnlyNullBitMapBuffers (line 155) | public IEnumerable> GetReadOnlyNullBitMapBuffers() method GetReadOnlyOffsetsBuffers (line 169) | public IEnumerable> GetReadOnlyOffsetsBuffers() method Append (line 181) | private void Append(ReadOnlySpan value) method GetBufferIndexContainingRowIndex (line 220) | private int GetBufferIndexContainingRowIndex(long rowIndex, out int in... method GetBytes (line 239) | private ReadOnlySpan GetBytes(long index) method GetValue (line 250) | protected override object GetValue(long rowIndex) => GetValueImplement... method GetValueImplementation (line 252) | private string GetValueImplementation(long rowIndex) method GetValues (line 267) | protected override IReadOnlyList GetValues(long startIndex, in... method SetValue (line 278) | protected override void SetValue(long rowIndex, object value) => throw... method GetEnumerator (line 314) | public IEnumerator GetEnumerator() method GetEnumeratorCore (line 323) | protected override IEnumerator GetEnumeratorCore() => GetEnumerator(); method GetArrowField (line 326) | protected internal override Field GetArrowField() => new Field(Name, S... method GetMaxRecordBatchLength (line 329) | protected internal override int GetMaxRecordBatchLength(long startIndex) method GetNullCount (line 338) | private int GetNullCount(long startIndex, int numberOfRows) method ToArrowArray (line 350) | protected internal override Apache.Arrow.Array ToArrowArray(long start... method GetSortIndices (line 366) | protected internal override PrimitiveDataFrameColumn GetSortIndi... method Clone (line 368) | public new ArrowStringDataFrameColumn Clone(long numberOfNullsToAppend... method Clone (line 373) | public new ArrowStringDataFrameColumn Clone(DataFrameColumn mapIndices... method CloneImplementation (line 379) | protected override DataFrameColumn CloneImplementation(long numberOfNu... method CloneImplementation (line 393) | protected override DataFrameColumn CloneImplementation(DataFrameColumn... method CloneImplementation (line 419) | private ArrowStringDataFrameColumn CloneImplementation(PrimitiveDataFr... method CloneImplementation (line 434) | private ArrowStringDataFrameColumn CloneImplementation(PrimitiveDataFr... method CloneImplementation (line 454) | private ArrowStringDataFrameColumn CloneImplementation(PrimitiveDataFr... method ValueCounts (line 475) | public override DataFrame ValueCounts() method GroupBy (line 482) | public override GroupBy GroupBy(int columnIndex, DataFrame parent) method GroupColumnValues (line 489) | public override Dictionary> GroupColumnValues<... method FillNulls (line 524) | public ArrowStringDataFrameColumn FillNulls(string value, bool inPlace... method FillNullsImplementation (line 546) | protected override DataFrameColumn FillNullsImplementation(object valu... method DropNulls (line 559) | public new ArrowStringDataFrameColumn DropNulls() method DropNullsImplementation (line 564) | protected override DataFrameColumn DropNullsImplementation() method Clamp (line 577) | public override DataFrameColumn Clamp(U min, U max, bool inPlace = ... method Filter (line 579) | public override DataFrameColumn Filter(U min, U max) => throw new N... method AddDataViewColumn (line 582) | protected internal override void AddDataViewColumn(DataViewSchema.Buil... method GetDataViewGetter (line 588) | protected internal override Delegate GetDataViewGetter(DataViewRowCurs... method CreateValueGetterDelegate (line 593) | private ValueGetter> CreateValueGetterDelegate(Da... method ElementwiseEquals (line 599) | public PrimitiveDataFrameColumn ElementwiseEquals(string value) method ElementwiseEquals (line 622) | public override PrimitiveDataFrameColumn ElementwiseEquals(T ... method ElementwiseEquals (line 632) | public override PrimitiveDataFrameColumn ElementwiseEquals(DataF... method ElementwiseNotEquals (line 640) | public PrimitiveDataFrameColumn ElementwiseNotEquals(string value) method ElementwiseNotEquals (line 663) | public override PrimitiveDataFrameColumn ElementwiseNotEquals... method ElementwiseNotEquals (line 673) | public override PrimitiveDataFrameColumn ElementwiseNotEquals(Da... method Apply (line 684) | public ArrowStringDataFrameColumn Apply(Func func) method GetGroupedOccurrences (line 697) | public override Dictionary> GetGroupedOccurren... FILE: src/Microsoft.Data.Analysis/DataFrameColumns/PrimitiveDataFrameColumns/BooleanDataFrameColumn.cs class BooleanDataFrameColumn (line 11) | public partial class BooleanDataFrameColumn : PrimitiveDataFrameColumn values) ... method BooleanDataFrameColumn (line 15) | public BooleanDataFrameColumn(string name, IEnumerable values) :... method BooleanDataFrameColumn (line 17) | public BooleanDataFrameColumn(string name, long length = 0) : base(nam... method BooleanDataFrameColumn (line 19) | public BooleanDataFrameColumn(string name, ReadOnlyMemory buffer... method BooleanDataFrameColumn (line 21) | internal BooleanDataFrameColumn(string name, PrimitiveColumnContainer<... method CreateNewColumn (line 23) | protected override PrimitiveDataFrameColumn CreateNewColumn(stri... method CreateNewColumn (line 28) | internal override PrimitiveDataFrameColumn CreateNewColumn(strin... FILE: src/Microsoft.Data.Analysis/DataFrameColumns/PrimitiveDataFrameColumns/ByteDataFrameColumn.cs class ByteDataFrameColumn (line 11) | public partial class ByteDataFrameColumn : PrimitiveDataFrameColumn method ByteDataFrameColumn (line 13) | public ByteDataFrameColumn(string name, IEnumerable values) : b... method ByteDataFrameColumn (line 15) | public ByteDataFrameColumn(string name, IEnumerable values) : ba... method ByteDataFrameColumn (line 17) | public ByteDataFrameColumn(string name, long length = 0) : base(name, ... method ByteDataFrameColumn (line 19) | public ByteDataFrameColumn(string name, ReadOnlyMemory buffer, R... method ByteDataFrameColumn (line 21) | internal ByteDataFrameColumn(string name, PrimitiveColumnContainer CreateNewColumn(stri... method CreateNewColumn (line 28) | internal override PrimitiveDataFrameColumn CreateNewColumn(strin... FILE: src/Microsoft.Data.Analysis/DataFrameColumns/PrimitiveDataFrameColumns/CharDataFrameColumn.cs class CharDataFrameColumn (line 11) | public partial class CharDataFrameColumn : PrimitiveDataFrameColumn method CharDataFrameColumn (line 13) | public CharDataFrameColumn(string name, IEnumerable values) : b... method CharDataFrameColumn (line 15) | public CharDataFrameColumn(string name, IEnumerable values) : ba... method CharDataFrameColumn (line 17) | public CharDataFrameColumn(string name, long length = 0) : base(name, ... method CharDataFrameColumn (line 19) | public CharDataFrameColumn(string name, ReadOnlyMemory buffer, R... method CharDataFrameColumn (line 21) | internal CharDataFrameColumn(string name, PrimitiveColumnContainer CreateNewColumn(stri... method CreateNewColumn (line 28) | internal override PrimitiveDataFrameColumn CreateNewColumn(strin... FILE: src/Microsoft.Data.Analysis/DataFrameColumns/PrimitiveDataFrameColumns/DateTimeDataFrameColumn.cs class DateTimeDataFrameColumn (line 11) | public partial class DateTimeDataFrameColumn : PrimitiveDataFrameColumn<... method DateTimeDataFrameColumn (line 13) | public DateTimeDataFrameColumn(string name, IEnumerable val... method DateTimeDataFrameColumn (line 15) | public DateTimeDataFrameColumn(string name, IEnumerable valu... method DateTimeDataFrameColumn (line 17) | public DateTimeDataFrameColumn(string name, long length = 0) : base(na... method DateTimeDataFrameColumn (line 19) | public DateTimeDataFrameColumn(string name, ReadOnlyMemory buffe... method DateTimeDataFrameColumn (line 21) | internal DateTimeDataFrameColumn(string name, PrimitiveColumnContainer... method CreateNewColumn (line 23) | protected override PrimitiveDataFrameColumn CreateNewColumn(... method CreateNewColumn (line 28) | internal override PrimitiveDataFrameColumn CreateNewColumn(s... FILE: src/Microsoft.Data.Analysis/DataFrameColumns/PrimitiveDataFrameColumns/DecimalDataFrameColumn.cs class DecimalDataFrameColumn (line 11) | public partial class DecimalDataFrameColumn : PrimitiveDataFrameColumn value... method DecimalDataFrameColumn (line 15) | public DecimalDataFrameColumn(string name, IEnumerable values... method DecimalDataFrameColumn (line 17) | public DecimalDataFrameColumn(string name, long length = 0) : base(nam... method DecimalDataFrameColumn (line 19) | public DecimalDataFrameColumn(string name, ReadOnlyMemory buffer... method DecimalDataFrameColumn (line 21) | internal DecimalDataFrameColumn(string name, PrimitiveColumnContainer<... method CreateNewColumn (line 23) | protected override PrimitiveDataFrameColumn CreateNewColumn(s... method CreateNewColumn (line 28) | internal override PrimitiveDataFrameColumn CreateNewColumn(st... FILE: src/Microsoft.Data.Analysis/DataFrameColumns/PrimitiveDataFrameColumns/DoubleDataFrameColumn.cs class DoubleDataFrameColumn (line 11) | public partial class DoubleDataFrameColumn : PrimitiveDataFrameColumn values)... method DoubleDataFrameColumn (line 15) | public DoubleDataFrameColumn(string name, IEnumerable values) ... method DoubleDataFrameColumn (line 17) | public DoubleDataFrameColumn(string name, long length = 0) : base(name... method DoubleDataFrameColumn (line 19) | public DoubleDataFrameColumn(string name, ReadOnlyMemory buffer,... method DoubleDataFrameColumn (line 21) | internal DoubleDataFrameColumn(string name, PrimitiveColumnContainer CreateNewColumn(st... method CreateNewColumn (line 28) | internal override PrimitiveDataFrameColumn CreateNewColumn(str... FILE: src/Microsoft.Data.Analysis/DataFrameColumns/PrimitiveDataFrameColumns/Int16DataFrameColumn.cs class Int16DataFrameColumn (line 11) | public partial class Int16DataFrameColumn : PrimitiveDataFrameColumn method Int16DataFrameColumn (line 13) | public Int16DataFrameColumn(string name, IEnumerable values) :... method Int16DataFrameColumn (line 15) | public Int16DataFrameColumn(string name, IEnumerable values) : ... method Int16DataFrameColumn (line 17) | public Int16DataFrameColumn(string name, long length = 0) : base(name,... method Int16DataFrameColumn (line 19) | public Int16DataFrameColumn(string name, ReadOnlyMemory buffer, ... method Int16DataFrameColumn (line 21) | internal Int16DataFrameColumn(string name, PrimitiveColumnContainer CreateNewColumn(str... method CreateNewColumn (line 28) | internal override PrimitiveDataFrameColumn CreateNewColumn(stri... FILE: src/Microsoft.Data.Analysis/DataFrameColumns/PrimitiveDataFrameColumns/Int32DataFrameColumn.cs class Int32DataFrameColumn (line 11) | public partial class Int32DataFrameColumn : PrimitiveDataFrameColumn method Int32DataFrameColumn (line 13) | public Int32DataFrameColumn(string name, IEnumerable values) : b... method Int32DataFrameColumn (line 15) | public Int32DataFrameColumn(string name, IEnumerable values) : ba... method Int32DataFrameColumn (line 17) | public Int32DataFrameColumn(string name, long length = 0) : base(name,... method Int32DataFrameColumn (line 19) | public Int32DataFrameColumn(string name, ReadOnlyMemory buffer, ... method Int32DataFrameColumn (line 21) | internal Int32DataFrameColumn(string name, PrimitiveColumnContainer CreateNewColumn(strin... method CreateNewColumn (line 28) | internal override PrimitiveDataFrameColumn CreateNewColumn(string... FILE: src/Microsoft.Data.Analysis/DataFrameColumns/PrimitiveDataFrameColumns/Int64DataFrameColumn.cs class Int64DataFrameColumn (line 11) | public partial class Int64DataFrameColumn : PrimitiveDataFrameColumn method Int64DataFrameColumn (line 13) | public Int64DataFrameColumn(string name, IEnumerable values) : ... method Int64DataFrameColumn (line 15) | public Int64DataFrameColumn(string name, IEnumerable values) : b... method Int64DataFrameColumn (line 17) | public Int64DataFrameColumn(string name, long length = 0) : base(name,... method Int64DataFrameColumn (line 19) | public Int64DataFrameColumn(string name, ReadOnlyMemory buffer, ... method Int64DataFrameColumn (line 21) | internal Int64DataFrameColumn(string name, PrimitiveColumnContainer CreateNewColumn(stri... method CreateNewColumn (line 28) | internal override PrimitiveDataFrameColumn CreateNewColumn(strin... FILE: src/Microsoft.Data.Analysis/DataFrameColumns/PrimitiveDataFrameColumns/SByteDataFrameColumn.cs class SByteDataFrameColumn (line 11) | public partial class SByteDataFrameColumn : PrimitiveDataFrameColumn method SByteDataFrameColumn (line 13) | public SByteDataFrameColumn(string name, IEnumerable values) :... method SByteDataFrameColumn (line 15) | public SByteDataFrameColumn(string name, IEnumerable values) : ... method SByteDataFrameColumn (line 17) | public SByteDataFrameColumn(string name, long length = 0) : base(name,... method SByteDataFrameColumn (line 19) | public SByteDataFrameColumn(string name, ReadOnlyMemory buffer, ... method SByteDataFrameColumn (line 21) | internal SByteDataFrameColumn(string name, PrimitiveColumnContainer CreateNewColumn(str... method CreateNewColumn (line 28) | internal override PrimitiveDataFrameColumn CreateNewColumn(stri... FILE: src/Microsoft.Data.Analysis/DataFrameColumns/PrimitiveDataFrameColumns/SingleDataFrameColumn.cs class SingleDataFrameColumn (line 11) | public partial class SingleDataFrameColumn : PrimitiveDataFrameColumn values) ... method SingleDataFrameColumn (line 15) | public SingleDataFrameColumn(string name, IEnumerable values) :... method SingleDataFrameColumn (line 17) | public SingleDataFrameColumn(string name, long length = 0) : base(name... method SingleDataFrameColumn (line 19) | public SingleDataFrameColumn(string name, ReadOnlyMemory buffer,... method SingleDataFrameColumn (line 21) | internal SingleDataFrameColumn(string name, PrimitiveColumnContainer CreateNewColumn(str... method CreateNewColumn (line 28) | internal override PrimitiveDataFrameColumn CreateNewColumn(stri... FILE: src/Microsoft.Data.Analysis/DataFrameColumns/PrimitiveDataFrameColumns/UInt16DataFrameColumn.cs class UInt16DataFrameColumn (line 11) | public partial class UInt16DataFrameColumn : PrimitiveDataFrameColumn values)... method UInt16DataFrameColumn (line 15) | public UInt16DataFrameColumn(string name, IEnumerable values) ... method UInt16DataFrameColumn (line 17) | public UInt16DataFrameColumn(string name, long length = 0) : base(name... method UInt16DataFrameColumn (line 19) | public UInt16DataFrameColumn(string name, ReadOnlyMemory buffer,... method UInt16DataFrameColumn (line 21) | internal UInt16DataFrameColumn(string name, PrimitiveColumnContainer CreateNewColumn(st... method CreateNewColumn (line 28) | internal override PrimitiveDataFrameColumn CreateNewColumn(str... FILE: src/Microsoft.Data.Analysis/DataFrameColumns/PrimitiveDataFrameColumns/UInt32DataFrameColumn.cs class UInt32DataFrameColumn (line 11) | public partial class UInt32DataFrameColumn : PrimitiveDataFrameColumn method UInt32DataFrameColumn (line 13) | public UInt32DataFrameColumn(string name, IEnumerable values) :... method UInt32DataFrameColumn (line 15) | public UInt32DataFrameColumn(string name, IEnumerable values) : ... method UInt32DataFrameColumn (line 17) | public UInt32DataFrameColumn(string name, long length = 0) : base(name... method UInt32DataFrameColumn (line 19) | public UInt32DataFrameColumn(string name, ReadOnlyMemory buffer,... method UInt32DataFrameColumn (line 21) | internal UInt32DataFrameColumn(string name, PrimitiveColumnContainer CreateNewColumn(stri... method CreateNewColumn (line 28) | internal override PrimitiveDataFrameColumn CreateNewColumn(strin... FILE: src/Microsoft.Data.Analysis/DataFrameColumns/PrimitiveDataFrameColumns/UInt64DataFrameColumn.cs class UInt64DataFrameColumn (line 11) | public partial class UInt64DataFrameColumn : PrimitiveDataFrameColumn values) ... method UInt64DataFrameColumn (line 15) | public UInt64DataFrameColumn(string name, IEnumerable values) :... method UInt64DataFrameColumn (line 17) | public UInt64DataFrameColumn(string name, long length = 0) : base(name... method UInt64DataFrameColumn (line 19) | public UInt64DataFrameColumn(string name, ReadOnlyMemory buffer,... method UInt64DataFrameColumn (line 21) | internal UInt64DataFrameColumn(string name, PrimitiveColumnContainer CreateNewColumn(str... method CreateNewColumn (line 28) | internal override PrimitiveDataFrameColumn CreateNewColumn(stri... FILE: src/Microsoft.Data.Analysis/DataFrameColumns/StringDataFrameColumn.cs class StringDataFrameColumn (line 19) | public partial class StringDataFrameColumn : DataFrameColumn, IEnumerabl... method StringDataFrameColumn (line 25) | public StringDataFrameColumn(string name, long length = 0) : base(name... method StringDataFrameColumn (line 41) | public StringDataFrameColumn(string name, IEnumerable values) ... method Resize (line 57) | protected internal override void Resize(long length) method Append (line 68) | public void Append(string value) method Apply (line 88) | public StringDataFrameColumn Apply(Func func, bool inP... method GetBufferIndexContainingRowIndex (line 103) | private int GetBufferIndexContainingRowIndex(long rowIndex) method GetValue (line 112) | protected override object GetValue(long rowIndex) method GetValues (line 118) | protected override IReadOnlyList GetValues(long startIndex, in... method SetValue (line 135) | protected override void SetValue(long rowIndex, object value) method GetEnumerator (line 183) | public IEnumerator GetEnumerator() method GetEnumeratorCore (line 194) | protected override IEnumerator GetEnumeratorCore() => GetEnumerator(); method Clamp (line 196) | public override DataFrameColumn Clamp(U min, U max, bool inPlace = ... method Filter (line 198) | public override DataFrameColumn Filter(U min, U max) => throw new N... method Sort (line 200) | public new StringDataFrameColumn Sort(bool ascending = true, bool putN... method GetSortIndices (line 205) | protected internal override PrimitiveDataFrameColumn GetSortIndi... method Clone (line 278) | public new StringDataFrameColumn Clone(DataFrameColumn mapIndices, boo... method Clone (line 283) | public new StringDataFrameColumn Clone(long numberOfNullsToAppend = 0) method CloneImplementation (line 288) | protected override DataFrameColumn CloneImplementation(long numberOfNu... method CloneImplementation (line 300) | protected override DataFrameColumn CloneImplementation(DataFrameColumn... method CloneImplementation (line 326) | private StringDataFrameColumn CloneImplementation(PrimitiveDataFrameCo... method CloneImplementation (line 340) | private StringDataFrameColumn CloneImplementation(PrimitiveDataFrameCo... method CloneImplementation (line 362) | private StringDataFrameColumn CloneImplementation(PrimitiveDataFrameCo... method ValueCountsImplementation (line 384) | internal static DataFrame ValueCountsImplementation(Dictionary> GroupColumnValues<... method FillNulls (line 448) | public StringDataFrameColumn FillNulls(string value, bool inPlace = fa... method FillNullsImplementation (line 462) | protected override DataFrameColumn FillNullsImplementation(object valu... method DropNulls (line 471) | public new StringDataFrameColumn DropNulls() method DropNullsImplementation (line 476) | protected override DataFrameColumn DropNullsImplementation() method AddDataViewColumn (line 494) | protected internal override void AddDataViewColumn(DataViewSchema.Buil... method GetDataViewGetter (line 499) | protected internal override Delegate GetDataViewGetter(DataViewRowCurs... method CreateValueGetterDelegate (line 504) | private ValueGetter> CreateValueGetterDelegate(Da... method AddValueUsingCursor (line 507) | protected internal override void AddValueUsingCursor(DataViewRowCursor... method GetValueGetterUsingCursor (line 529) | protected internal override Delegate GetValueGetterUsingCursor(DataVie... method GetGroupedOccurrences (line 534) | public override Dictionary> GetGroupedOccurren... FILE: src/Microsoft.Data.Analysis/DataFrameColumns/VBufferDataFrameColumn.cs class VBufferDataFrameColumn (line 18) | public partial class VBufferDataFrameColumn : DataFrameColumn, IEnume... method VBufferDataFrameColumn (line 29) | public VBufferDataFrameColumn(string name, long length = 0) : base(nam... method VBufferDataFrameColumn (line 44) | public VBufferDataFrameColumn(string name, IEnumerable> val... method Resize (line 59) | protected internal override void Resize(long length) method Append (line 70) | public void Append(VBuffer value) method GetBufferIndexContainingRowIndex (line 82) | private int GetBufferIndexContainingRowIndex(long rowIndex) method GetValue (line 92) | protected override object GetValue(long rowIndex) method GetTypedValue (line 97) | protected VBuffer GetTypedValue(long rowIndex) method GetValues (line 103) | protected override IReadOnlyList GetValues(long startIndex, in... method SetValue (line 120) | protected override void SetValue(long rowIndex, object value) method SetTypedValue (line 136) | protected void SetTypedValue(long rowIndex, VBuffer value) method GetEnumerator (line 151) | public IEnumerator> GetEnumerator() method GetEnumeratorCore (line 163) | protected override IEnumerator GetEnumeratorCore() => GetEnumerator(); method AddDataViewColumn (line 166) | protected internal override void AddDataViewColumn(DataViewSchema.Buil... method GetDataViewGetter (line 172) | protected internal override Delegate GetDataViewGetter(DataViewRowCurs... method CreateValueGetterDelegate (line 177) | private ValueGetter> CreateValueGetterDelegate(DataViewRowC... method GetGroupedOccurrences (line 180) | public override Dictionary> GetGroupedOccurren... method GetValueGetterUsingCursor (line 185) | protected internal override Delegate GetValueGetterUsingCursor(DataVie... method AddValueUsingCursor (line 190) | protected internal override void AddValueUsingCursor(DataViewRowCursor... method CloneImplementation (line 212) | private VBufferDataFrameColumn CloneImplementation(PrimitiveDataFra... method CloneImplementation (line 226) | private VBufferDataFrameColumn CloneImplementation(PrimitiveDataFra... method CloneImplementation (line 248) | private VBufferDataFrameColumn CloneImplementation(PrimitiveDataFra... method Clone (line 270) | public new VBufferDataFrameColumn Clone(DataFrameColumn mapIndices,... method Clone (line 275) | public new VBufferDataFrameColumn Clone(long numberOfNullsToAppend ... method CloneImplementation (line 280) | protected override DataFrameColumn CloneImplementation(DataFrameColumn... method CloneImplementation (line 303) | protected override DataFrameColumn CloneImplementation(long numberOfNu... method GetDataViewType (line 313) | private static VectorDataViewType GetDataViewType() method FillNullsImplementation (line 375) | protected override DataFrameColumn FillNullsImplementation(object valu... method DropNullsImplementation (line 381) | protected override DataFrameColumn DropNullsImplementation() method GetSortIndices (line 387) | protected internal override PrimitiveDataFrameColumn GetSortIndi... FILE: src/Microsoft.Data.Analysis/DataFrameRow.cs class DataFrameRow (line 17) | public class DataFrameRow : IEnumerable method DataFrameRow (line 22) | internal DataFrameRow(DataFrame df, long rowIndex) method GetEnumerator (line 32) | public IEnumerator GetEnumerator() method GetValues (line 40) | public IEnumerable> GetValues() method ToString (line 82) | public override string ToString() method GetEnumerator (line 92) | IEnumerator IEnumerable.GetEnumerator() => GetEnumerator(); FILE: src/Microsoft.Data.Analysis/DataFrameRowCollection.cs class DataFrameRowCollection (line 14) | public class DataFrameRowCollection : IEnumerable method DataFrameRowCollection (line 21) | internal DataFrameRowCollection(DataFrame dataFrame) method GetEnumerator (line 41) | public IEnumerator GetEnumerator() method GetEnumerator (line 54) | IEnumerator IEnumerable.GetEnumerator() => GetEnumerator(); FILE: src/Microsoft.Data.Analysis/DateTimeComputation.cs class DateTimeComputation (line 13) | internal class DateTimeComputation : IPrimitiveColumnComputation method Abs (line 15) | public void Abs(PrimitiveColumnContainer column) method All (line 20) | public void All(PrimitiveColumnContainer column, out bool ret) method Any (line 25) | public void Any(PrimitiveColumnContainer column, out bool ret) method CumulativeMax (line 30) | public void CumulativeMax(PrimitiveColumnContainer column) method CumulativeMax (line 54) | public void CumulativeMax(PrimitiveColumnContainer column, I... method CumulativeMin (line 102) | public void CumulativeMin(PrimitiveColumnContainer column) method CumulativeMin (line 126) | public void CumulativeMin(PrimitiveColumnContainer column, I... method CumulativeProduct (line 174) | public void CumulativeProduct(PrimitiveColumnContainer column) method CumulativeProduct (line 179) | public void CumulativeProduct(PrimitiveColumnContainer colum... method CumulativeSum (line 184) | public void CumulativeSum(PrimitiveColumnContainer column) method CumulativeSum (line 189) | public void CumulativeSum(PrimitiveColumnContainer column, I... method Max (line 194) | public void Max(PrimitiveColumnContainer column, out DateTim... method Max (line 222) | public void Max(PrimitiveColumnContainer column, IEnumerable... method Min (line 251) | public void Min(PrimitiveColumnContainer column, out DateTim... method Min (line 280) | public void Min(PrimitiveColumnContainer column, IEnumerable... method Product (line 309) | public void Product(PrimitiveColumnContainer column, out Dat... method Product (line 314) | public void Product(PrimitiveColumnContainer column, IEnumer... method Sum (line 319) | public void Sum(PrimitiveColumnContainer column, out DateTim... method Sum (line 324) | public void Sum(PrimitiveColumnContainer column, IEnumerable... method Round (line 329) | public void Round(PrimitiveColumnContainer column) FILE: src/Microsoft.Data.Analysis/Extensions.cs class Extensions (line 13) | public static class Extensions method CreateDataAdapter (line 15) | public static DbDataAdapter CreateDataAdapter(this DbProviderFactory f... method TryOpen (line 24) | public static bool TryOpen(this DbConnection connection) FILE: src/Microsoft.Data.Analysis/GroupBy.cs class GroupBy (line 16) | public abstract class GroupBy method Count (line 22) | public abstract DataFrame Count(params string[] columnNames); method First (line 28) | public abstract DataFrame First(params string[] columnNames); method Head (line 35) | public abstract DataFrame Head(int numberOfRows); method Tail (line 42) | public abstract DataFrame Tail(int numberOfRows); method Max (line 48) | public abstract DataFrame Max(params string[] columnNames); method Min (line 54) | public abstract DataFrame Min(params string[] columnNames); method Product (line 60) | public abstract DataFrame Product(params string[] columnNames); method Sum (line 66) | public abstract DataFrame Sum(params string[] columnNames); method Mean (line 72) | public abstract DataFrame Mean(params string[] columnNames); class Grouping (line 78) | private class Grouping : IGrouping method Grouping (line 83) | public Grouping(TKey key, IEnumerable rows) method GetEnumerator (line 91) | public IEnumerator GetEnumerator() method GetEnumerator (line 96) | IEnumerator IEnumerable.GetEnumerator() method GroupBy (line 108) | public GroupBy(DataFrame dataFrame, int groupByColumnIndex, IDictionar... method EnumerateColumnsWithRows (line 119) | private void EnumerateColumnsWithRows(GroupByColumnDelegate groupByCol... method Count (line 142) | public override DataFrame Count(params string[] columnNames) method First (line 185) | public override DataFrame First(params string[] columnNames) method Head (line 227) | public override DataFrame Head(int numberOfRows) method Tail (line 281) | public override DataFrame Tail(int numberOfRows) method ResizeAndInsertColumn (line 335) | private DataFrameColumn ResizeAndInsertColumn(int columnIndex, long ro... method Max (line 355) | public override DataFrame Max(params string[] columnNames) method Min (line 383) | public override DataFrame Min(params string[] columnNames) method Product (line 411) | public override DataFrame Product(params string[] columnNames) method Sum (line 439) | public override DataFrame Sum(params string[] columnNames) method Mean (line 467) | public override DataFrame Mean(params string[] columnNames) class GroupBy (line 75) | public class GroupBy : GroupBy method Count (line 22) | public abstract DataFrame Count(params string[] columnNames); method First (line 28) | public abstract DataFrame First(params string[] columnNames); method Head (line 35) | public abstract DataFrame Head(int numberOfRows); method Tail (line 42) | public abstract DataFrame Tail(int numberOfRows); method Max (line 48) | public abstract DataFrame Max(params string[] columnNames); method Min (line 54) | public abstract DataFrame Min(params string[] columnNames); method Product (line 60) | public abstract DataFrame Product(params string[] columnNames); method Sum (line 66) | public abstract DataFrame Sum(params string[] columnNames); method Mean (line 72) | public abstract DataFrame Mean(params string[] columnNames); class Grouping (line 78) | private class Grouping : IGrouping method Grouping (line 83) | public Grouping(TKey key, IEnumerable rows) method GetEnumerator (line 91) | public IEnumerator GetEnumerator() method GetEnumerator (line 96) | IEnumerator IEnumerable.GetEnumerator() method GroupBy (line 108) | public GroupBy(DataFrame dataFrame, int groupByColumnIndex, IDictionar... method EnumerateColumnsWithRows (line 119) | private void EnumerateColumnsWithRows(GroupByColumnDelegate groupByCol... method Count (line 142) | public override DataFrame Count(params string[] columnNames) method First (line 185) | public override DataFrame First(params string[] columnNames) method Head (line 227) | public override DataFrame Head(int numberOfRows) method Tail (line 281) | public override DataFrame Tail(int numberOfRows) method ResizeAndInsertColumn (line 335) | private DataFrameColumn ResizeAndInsertColumn(int columnIndex, long ro... method Max (line 355) | public override DataFrame Max(params string[] columnNames) method Min (line 383) | public override DataFrame Min(params string[] columnNames) method Product (line 411) | public override DataFrame Product(params string[] columnNames) method Sum (line 439) | public override DataFrame Sum(params string[] columnNames) method Mean (line 467) | public override DataFrame Mean(params string[] columnNames) FILE: src/Microsoft.Data.Analysis/IDataView.Extension.cs class IDataViewExtensions (line 12) | public static class IDataViewExtensions method ToDataFrame (line 22) | public static DataFrame ToDataFrame(this IDataView dataView, long maxR... method ToDataFrame (line 33) | public static DataFrame ToDataFrame(this IDataView dataView, params st... method ToDataFrame (line 45) | public static DataFrame ToDataFrame(this IDataView dataView, long maxR... method GetVectorDataFrame (line 151) | private static DataFrameColumn GetVectorDataFrame(VectorDataViewType v... FILE: src/Microsoft.Data.Analysis/PrimitiveColumnContainer.BinaryOperations.cs class PrimitiveColumnContainer (line 9) | internal partial class PrimitiveColumnContainer method HandleOperation (line 12) | public PrimitiveColumnContainer HandleOperation(BinaryOperation ope... method HandleOperation (line 58) | public PrimitiveColumnContainer HandleOperation(BinaryOperation ope... method HandleReverseOperation (line 71) | public PrimitiveColumnContainer HandleReverseOperation(BinaryOperat... method HandleOperation (line 95) | public PrimitiveColumnContainer HandleOperation(BinaryIntOperation ... method HandleOperation (line 108) | public PrimitiveColumnContainer HandleOperation(ComparisonOperat... method HandleOperation (line 150) | public PrimitiveColumnContainer HandleOperation(ComparisonOperat... method ValidityElementwiseAnd (line 192) | private static void ValidityElementwiseAnd(ReadOnlySpan left, Re... FILE: src/Microsoft.Data.Analysis/PrimitiveColumnContainer.cs class PrimitiveColumnContainer (line 19) | internal partial class PrimitiveColumnContainer : IEnumerable method PrimitiveColumnContainer (line 28) | public PrimitiveColumnContainer(IEnumerable values) method PrimitiveColumnContainer (line 37) | public PrimitiveColumnContainer(IEnumerable values) method PrimitiveColumnContainer (line 46) | public PrimitiveColumnContainer(ReadOnlyMemory buffer, ReadOnlyM... method PrimitiveColumnContainer (line 101) | public PrimitiveColumnContainer(long length = 0, T? defaulValue = null) method Resize (line 106) | public void Resize(long length) method Append (line 113) | public void Append(T? value) method AppendMany (line 133) | public void AppendMany(T? value, long count) method ApplyElementwise (line 178) | public void ApplyElementwise(Func func) method Apply (line 197) | public void Apply(Func func) method Apply (line 214) | [Obsolete] method FillNulls (line 239) | public void FillNulls(T value) method IsValid (line 260) | public bool IsValid(long index) => NullCount == 0 || GetValidityBit(in... method SetBit (line 262) | private byte SetBit(byte curBitMap, int index, bool value) method SetValidityBit (line 292) | private void SetValidityBit(Span bitMapBufferSpan, int index, bo... method SetValidityBit (line 307) | internal void SetValidityBit(long index, bool value) method GetValidityBit (line 327) | private bool GetValidityBit(long index) method GetIndexOfBufferContainingRowIndex (line 350) | public int GetIndexOfBufferContainingRowIndex(long rowIndex) method MaxRecordBatchLength (line 359) | internal int MaxRecordBatchLength(long startIndex) method GetEnumerator (line 415) | public IEnumerator GetEnumerator() method GetEnumerator (line 423) | IEnumerator IEnumerable.GetEnumerator() => GetEnumerator(); method ToString (line 425) | public override string ToString() method CloneNullBitMapBuffers (line 449) | private List> CloneNullBitMapBuffers() method Clone (line 460) | public PrimitiveColumnContainer Clone(PrimitiveColumnContainer Clone() method CloneAsBoolContainer (line 546) | internal PrimitiveColumnContainer CloneAsBoolContainer() method CloneAsByteContainer (line 572) | internal PrimitiveColumnContainer CloneAsByteContainer() method CloneAsSByteContainer (line 591) | internal PrimitiveColumnContainer CloneAsSByteContainer() method CloneAsDoubleContainer (line 610) | internal PrimitiveColumnContainer CloneAsDoubleContainer() method CloneAsDecimalContainer (line 629) | internal PrimitiveColumnContainer CloneAsDecimalContainer() method CloneAsShortContainer (line 648) | internal PrimitiveColumnContainer CloneAsShortContainer() method CloneAsUShortContainer (line 667) | internal PrimitiveColumnContainer CloneAsUShortContainer() method CloneAsIntContainer (line 686) | internal PrimitiveColumnContainer CloneAsIntContainer() method CloneAsUIntContainer (line 705) | internal PrimitiveColumnContainer CloneAsUIntContainer() method CloneAsLongContainer (line 724) | internal PrimitiveColumnContainer CloneAsLongContainer() method CloneAsULongContainer (line 743) | internal PrimitiveColumnContainer CloneAsULongContainer() method CloneAsFloatContainer (line 762) | internal PrimitiveColumnContainer CloneAsFloatContainer() FILE: src/Microsoft.Data.Analysis/PrimitiveColumnContainerHelpers.cs class PrimitiveColumnContainerHelpers (line 9) | internal static class PrimitiveColumnContainerHelpers method GetOrCreateMutable (line 11) | internal static DataFrameBuffer GetOrCreateMutable(this IList : DataFrameColumn method Add (line 18) | public override DataFrameColumn Add(DataFrameColumn column, bool inPla... method Subtract (line 56) | public override DataFrameColumn Subtract(DataFrameColumn column, bool ... method Multiply (line 94) | public override DataFrameColumn Multiply(DataFrameColumn column, bool ... method Divide (line 132) | public override DataFrameColumn Divide(DataFrameColumn column, bool in... method Modulo (line 170) | public override DataFrameColumn Modulo(DataFrameColumn column, bool in... method And (line 208) | public override DataFrameColumn And(DataFrameColumn column, bool inPla... method Or (line 246) | public override DataFrameColumn Or(DataFrameColumn column, bool inPlac... method Xor (line 284) | public override DataFrameColumn Xor(DataFrameColumn column, bool inPla... method Add (line 324) | public override DataFrameColumn Add(U value, bool inPlace = false) method ReverseAdd (line 335) | public override DataFrameColumn ReverseAdd(U value, bool inPlace = ... method Subtract (line 341) | public override DataFrameColumn Subtract(U value, bool inPlace = fa... method ReverseSubtract (line 352) | public override DataFrameColumn ReverseSubtract(U value, bool inPla... method Multiply (line 358) | public override DataFrameColumn Multiply(U value, bool inPlace = fa... method ReverseMultiply (line 369) | public override DataFrameColumn ReverseMultiply(U value, bool inPla... method Divide (line 375) | public override DataFrameColumn Divide(U value, bool inPlace = false) method ReverseDivide (line 386) | public override DataFrameColumn ReverseDivide(U value, bool inPlace... method Modulo (line 392) | public override DataFrameColumn Modulo(U value, bool inPlace = false) method ReverseModulo (line 403) | public override DataFrameColumn ReverseModulo(U value, bool inPlace... method And (line 409) | public override PrimitiveDataFrameColumn And(bool value, bool in... method Or (line 415) | public override PrimitiveDataFrameColumn Or(bool value, bool inP... method Xor (line 421) | public override PrimitiveDataFrameColumn Xor(bool value, bool in... method LeftShift (line 427) | public override DataFrameColumn LeftShift(int value, bool inPlace = fa... method RightShift (line 433) | public override DataFrameColumn RightShift(int value, bool inPlace = f... method ElementwiseEquals (line 439) | public override PrimitiveDataFrameColumn ElementwiseEquals(DataF... method ElementwiseEquals (line 480) | public override PrimitiveDataFrameColumn ElementwiseEquals(U ... method ElementwiseNotEquals (line 491) | public override PrimitiveDataFrameColumn ElementwiseNotEquals(Da... method ElementwiseNotEquals (line 532) | public override PrimitiveDataFrameColumn ElementwiseNotEquals... method ElementwiseGreaterThanOrEqual (line 543) | public override PrimitiveDataFrameColumn ElementwiseGreaterThanO... method ElementwiseGreaterThanOrEqual (line 582) | public override PrimitiveDataFrameColumn ElementwiseGreaterThanO... method ElementwiseLessThanOrEqual (line 593) | public override PrimitiveDataFrameColumn ElementwiseLessThanOrEq... method ElementwiseLessThanOrEqual (line 632) | public override PrimitiveDataFrameColumn ElementwiseLessThanOrEq... method ElementwiseGreaterThan (line 643) | public override PrimitiveDataFrameColumn ElementwiseGreaterThan(... method ElementwiseGreaterThan (line 682) | public override PrimitiveDataFrameColumn ElementwiseGreaterThan<... method ElementwiseLessThan (line 693) | public override PrimitiveDataFrameColumn ElementwiseLessThan(Dat... method ElementwiseLessThan (line 732) | public override PrimitiveDataFrameColumn ElementwiseLessThan(... FILE: src/Microsoft.Data.Analysis/PrimitiveDataFrameColumn.BinaryOperators.cs class ByteDataFrameColumn (line 15) | public partial class ByteDataFrameColumn class DecimalDataFrameColumn (line 62) | public partial class DecimalDataFrameColumn class DoubleDataFrameColumn (line 101) | public partial class DoubleDataFrameColumn class SingleDataFrameColumn (line 144) | public partial class SingleDataFrameColumn class Int32DataFrameColumn (line 187) | public partial class Int32DataFrameColumn class Int64DataFrameColumn (line 234) | public partial class Int64DataFrameColumn class SByteDataFrameColumn (line 277) | public partial class SByteDataFrameColumn class Int16DataFrameColumn (line 324) | public partial class Int16DataFrameColumn class UInt32DataFrameColumn (line 371) | public partial class UInt32DataFrameColumn class UInt64DataFrameColumn (line 418) | public partial class UInt64DataFrameColumn class UInt16DataFrameColumn (line 461) | public partial class UInt16DataFrameColumn class ByteDataFrameColumn (line 508) | public partial class ByteDataFrameColumn class DecimalDataFrameColumn (line 599) | public partial class DecimalDataFrameColumn class DoubleDataFrameColumn (line 674) | public partial class DoubleDataFrameColumn class SingleDataFrameColumn (line 757) | public partial class SingleDataFrameColumn class Int32DataFrameColumn (line 840) | public partial class Int32DataFrameColumn class Int64DataFrameColumn (line 931) | public partial class Int64DataFrameColumn class SByteDataFrameColumn (line 1014) | public partial class SByteDataFrameColumn class Int16DataFrameColumn (line 1105) | public partial class Int16DataFrameColumn class UInt32DataFrameColumn (line 1196) | public partial class UInt32DataFrameColumn class UInt64DataFrameColumn (line 1287) | public partial class UInt64DataFrameColumn class UInt16DataFrameColumn (line 1370) | public partial class UInt16DataFrameColumn class ByteDataFrameColumn (line 1461) | public partial class ByteDataFrameColumn class DecimalDataFrameColumn (line 1508) | public partial class DecimalDataFrameColumn class DoubleDataFrameColumn (line 1547) | public partial class DoubleDataFrameColumn class SingleDataFrameColumn (line 1590) | public partial class SingleDataFrameColumn class Int32DataFrameColumn (line 1633) | public partial class Int32DataFrameColumn class Int64DataFrameColumn (line 1680) | public partial class Int64DataFrameColumn class SByteDataFrameColumn (line 1723) | public partial class SByteDataFrameColumn class Int16DataFrameColumn (line 1770) | public partial class Int16DataFrameColumn class UInt32DataFrameColumn (line 1817) | public partial class UInt32DataFrameColumn class UInt64DataFrameColumn (line 1864) | public partial class UInt64DataFrameColumn class UInt16DataFrameColumn (line 1907) | public partial class UInt16DataFrameColumn class ByteDataFrameColumn (line 1954) | public partial class ByteDataFrameColumn class DecimalDataFrameColumn (line 2045) | public partial class DecimalDataFrameColumn class DoubleDataFrameColumn (line 2120) | public partial class DoubleDataFrameColumn class SingleDataFrameColumn (line 2203) | public partial class SingleDataFrameColumn class Int32DataFrameColumn (line 2286) | public partial class Int32DataFrameColumn class Int64DataFrameColumn (line 2377) | public partial class Int64DataFrameColumn class SByteDataFrameColumn (line 2460) | public partial class SByteDataFrameColumn class Int16DataFrameColumn (line 2551) | public partial class Int16DataFrameColumn class UInt32DataFrameColumn (line 2642) | public partial class UInt32DataFrameColumn class UInt64DataFrameColumn (line 2733) | public partial class UInt64DataFrameColumn class UInt16DataFrameColumn (line 2816) | public partial class UInt16DataFrameColumn class ByteDataFrameColumn (line 2907) | public partial class ByteDataFrameColumn class DecimalDataFrameColumn (line 2954) | public partial class DecimalDataFrameColumn class DoubleDataFrameColumn (line 2993) | public partial class DoubleDataFrameColumn class SingleDataFrameColumn (line 3036) | public partial class SingleDataFrameColumn class Int32DataFrameColumn (line 3079) | public partial class Int32DataFrameColumn class Int64DataFrameColumn (line 3126) | public partial class Int64DataFrameColumn class SByteDataFrameColumn (line 3169) | public partial class SByteDataFrameColumn class Int16DataFrameColumn (line 3216) | public partial class Int16DataFrameColumn class UInt32DataFrameColumn (line 3263) | public partial class UInt32DataFrameColumn class UInt64DataFrameColumn (line 3310) | public partial class UInt64DataFrameColumn class UInt16DataFrameColumn (line 3353) | public partial class UInt16DataFrameColumn class ByteDataFrameColumn (line 3400) | public partial class ByteDataFrameColumn class DecimalDataFrameColumn (line 3491) | public partial class DecimalDataFrameColumn class DoubleDataFrameColumn (line 3566) | public partial class DoubleDataFrameColumn class SingleDataFrameColumn (line 3649) | public partial class SingleDataFrameColumn class Int32DataFrameColumn (line 3732) | public partial class Int32DataFrameColumn class Int64DataFrameColumn (line 3823) | public partial class Int64DataFrameColumn class SByteDataFrameColumn (line 3906) | public partial class SByteDataFrameColumn class Int16DataFrameColumn (line 3997) | public partial class Int16DataFrameColumn class UInt32DataFrameColumn (line 4088) | public partial class UInt32DataFrameColumn class UInt64DataFrameColumn (line 4179) | public partial class UInt64DataFrameColumn class UInt16DataFrameColumn (line 4262) | public partial class UInt16DataFrameColumn class ByteDataFrameColumn (line 4353) | public partial class ByteDataFrameColumn class DecimalDataFrameColumn (line 4400) | public partial class DecimalDataFrameColumn class DoubleDataFrameColumn (line 4439) | public partial class DoubleDataFrameColumn class SingleDataFrameColumn (line 4482) | public partial class SingleDataFrameColumn class Int32DataFrameColumn (line 4525) | public partial class Int32DataFrameColumn class Int64DataFrameColumn (line 4572) | public partial class Int64DataFrameColumn class SByteDataFrameColumn (line 4615) | public partial class SByteDataFrameColumn class Int16DataFrameColumn (line 4662) | public partial class Int16DataFrameColumn class UInt32DataFrameColumn (line 4709) | public partial class UInt32DataFrameColumn class UInt64DataFrameColumn (line 4756) | public partial class UInt64DataFrameColumn class UInt16DataFrameColumn (line 4799) | public partial class UInt16DataFrameColumn class ByteDataFrameColumn (line 4846) | public partial class ByteDataFrameColumn class DecimalDataFrameColumn (line 4937) | public partial class DecimalDataFrameColumn class DoubleDataFrameColumn (line 5012) | public partial class DoubleDataFrameColumn class SingleDataFrameColumn (line 5095) | public partial class SingleDataFrameColumn class Int32DataFrameColumn (line 5178) | public partial class Int32DataFrameColumn class Int64DataFrameColumn (line 5269) | public partial class Int64DataFrameColumn class SByteDataFrameColumn (line 5352) | public partial class SByteDataFrameColumn class Int16DataFrameColumn (line 5443) | public partial class Int16DataFrameColumn class UInt32DataFrameColumn (line 5534) | public partial class UInt32DataFrameColumn class UInt64DataFrameColumn (line 5625) | public partial class UInt64DataFrameColumn class UInt16DataFrameColumn (line 5708) | public partial class UInt16DataFrameColumn class ByteDataFrameColumn (line 5799) | public partial class ByteDataFrameColumn class DecimalDataFrameColumn (line 5846) | public partial class DecimalDataFrameColumn class DoubleDataFrameColumn (line 5885) | public partial class DoubleDataFrameColumn class SingleDataFrameColumn (line 5928) | public partial class SingleDataFrameColumn class Int32DataFrameColumn (line 5971) | public partial class Int32DataFrameColumn class Int64DataFrameColumn (line 6018) | public partial class Int64DataFrameColumn class SByteDataFrameColumn (line 6061) | public partial class SByteDataFrameColumn class Int16DataFrameColumn (line 6108) | public partial class Int16DataFrameColumn class UInt32DataFrameColumn (line 6155) | public partial class UInt32DataFrameColumn class UInt64DataFrameColumn (line 6202) | public partial class UInt64DataFrameColumn class UInt16DataFrameColumn (line 6245) | public partial class UInt16DataFrameColumn class ByteDataFrameColumn (line 6292) | public partial class ByteDataFrameColumn class DecimalDataFrameColumn (line 6383) | public partial class DecimalDataFrameColumn class DoubleDataFrameColumn (line 6458) | public partial class DoubleDataFrameColumn class SingleDataFrameColumn (line 6541) | public partial class SingleDataFrameColumn class Int32DataFrameColumn (line 6624) | public partial class Int32DataFrameColumn class Int64DataFrameColumn (line 6715) | public partial class Int64DataFrameColumn class SByteDataFrameColumn (line 6798) | public partial class SByteDataFrameColumn class Int16DataFrameColumn (line 6889) | public partial class Int16DataFrameColumn class UInt32DataFrameColumn (line 6980) | public partial class UInt32DataFrameColumn class UInt64DataFrameColumn (line 7071) | public partial class UInt64DataFrameColumn class UInt16DataFrameColumn (line 7154) | public partial class UInt16DataFrameColumn class BooleanDataFrameColumn (line 7245) | public partial class BooleanDataFrameColumn class BooleanDataFrameColumn (line 7252) | public partial class BooleanDataFrameColumn class BooleanDataFrameColumn (line 7259) | public partial class BooleanDataFrameColumn class BooleanDataFrameColumn (line 7266) | public partial class BooleanDataFrameColumn class BooleanDataFrameColumn (line 7273) | public partial class BooleanDataFrameColumn class BooleanDataFrameColumn (line 7280) | public partial class BooleanDataFrameColumn class ByteDataFrameColumn (line 7287) | public partial class ByteDataFrameColumn class Int32DataFrameColumn (line 7294) | public partial class Int32DataFrameColumn class Int64DataFrameColumn (line 7301) | public partial class Int64DataFrameColumn class SByteDataFrameColumn (line 7308) | public partial class SByteDataFrameColumn class Int16DataFrameColumn (line 7315) | public partial class Int16DataFrameColumn class UInt32DataFrameColumn (line 7322) | public partial class UInt32DataFrameColumn class UInt64DataFrameColumn (line 7329) | public partial class UInt64DataFrameColumn class UInt16DataFrameColumn (line 7336) | public partial class UInt16DataFrameColumn class ByteDataFrameColumn (line 7343) | public partial class ByteDataFrameColumn class Int32DataFrameColumn (line 7350) | public partial class Int32DataFrameColumn class Int64DataFrameColumn (line 7357) | public partial class Int64DataFrameColumn class SByteDataFrameColumn (line 7364) | public partial class SByteDataFrameColumn class Int16DataFrameColumn (line 7371) | public partial class Int16DataFrameColumn class UInt32DataFrameColumn (line 7378) | public partial class UInt32DataFrameColumn class UInt64DataFrameColumn (line 7385) | public partial class UInt64DataFrameColumn class UInt16DataFrameColumn (line 7392) | public partial class UInt16DataFrameColumn FILE: src/Microsoft.Data.Analysis/PrimitiveDataFrameColumn.Computations.cs class PrimitiveDataFrameColumn (line 15) | public partial class PrimitiveDataFrameColumn : DataFrameColumn method Abs (line 19) | public override DataFrameColumn Abs(bool inPlace = false) method All (line 26) | public override bool All() method Any (line 32) | public override bool Any() method CumulativeMax (line 38) | public override DataFrameColumn CumulativeMax(bool inPlace = false) method CumulativeMax (line 45) | public override DataFrameColumn CumulativeMax(IEnumerable rowInd... method CumulativeMin (line 52) | public override DataFrameColumn CumulativeMin(bool inPlace = false) method CumulativeMin (line 59) | public override DataFrameColumn CumulativeMin(IEnumerable rowInd... method CumulativeProduct (line 66) | public override DataFrameColumn CumulativeProduct(bool inPlace = false) method CumulativeProduct (line 73) | public override DataFrameColumn CumulativeProduct(IEnumerable ro... method CumulativeSum (line 80) | public override DataFrameColumn CumulativeSum(bool inPlace = false) method CumulativeSum (line 87) | public override DataFrameColumn CumulativeSum(IEnumerable rowInd... method Max (line 94) | public override object Max() method Max (line 100) | public override object Max(IEnumerable rowIndices) method Min (line 106) | public override object Min() method Min (line 112) | public override object Min(IEnumerable rowIndices) method Product (line 118) | public override object Product() method Product (line 124) | public override object Product(IEnumerable rowIndices) method Sum (line 130) | public override object Sum() method Sum (line 136) | public override object Sum(IEnumerable rowIndices) method Round (line 142) | public override DataFrameColumn Round(bool inPlace = false) FILE: src/Microsoft.Data.Analysis/PrimitiveDataFrameColumn.Sort.cs class PrimitiveDataFrameColumn (line 12) | public partial class PrimitiveDataFrameColumn : DataFrameColumn method Sort (line 16) | public new PrimitiveDataFrameColumn Sort(bool ascending = true, boo... method GetSortIndices (line 21) | protected internal override PrimitiveDataFrameColumn GetSortIndi... FILE: src/Microsoft.Data.Analysis/PrimitiveDataFrameColumn.cs class PrimitiveDataFrameColumn (line 23) | public partial class PrimitiveDataFrameColumn : DataFrameColumn, IEnu... method PrimitiveDataFrameColumn (line 30) | internal PrimitiveDataFrameColumn(string name, PrimitiveColumnContaine... method PrimitiveDataFrameColumn (line 35) | public PrimitiveDataFrameColumn(string name, IEnumerable values) :... method PrimitiveDataFrameColumn (line 41) | public PrimitiveDataFrameColumn(string name, IEnumerable values) : ... method PrimitiveDataFrameColumn (line 47) | public PrimitiveDataFrameColumn(string name, long length = 0) : base(n... method PrimitiveDataFrameColumn (line 52) | public PrimitiveDataFrameColumn(string name, ReadOnlyMemory buff... method GetReadOnlyDataBuffers (line 62) | public IEnumerable> GetReadOnlyDataBuffers() method GetReadOnlyNullBitMapBuffers (line 75) | public IEnumerable> GetReadOnlyNullBitMapBuffers() method GetArrowType (line 84) | private IArrowType GetArrowType() method GetArrowField (line 114) | protected internal override Field GetArrowField() => new Field(Name, G... method GetMaxRecordBatchLength (line 116) | protected internal override int GetMaxRecordBatchLength(long startInde... method GetNullCount (line 118) | private int GetNullCount(long startIndex, int numberOfRows) method ToArrowArray (line 129) | protected internal override Apache.Arrow.Array ToArrowArray(long start... method GetValues (line 207) | protected override IReadOnlyList GetValues(long startIndex, in... method CreateNewColumn (line 223) | internal virtual PrimitiveDataFrameColumn CreateNewColumn(string na... method CreateNewColumn (line 228) | protected virtual PrimitiveDataFrameColumn CreateNewColumn(string n... method GetTypedValue (line 233) | protected T? GetTypedValue(long rowIndex) => _columnContainer[rowIndex]; method GetValue (line 235) | protected override object GetValue(long rowIndex) => GetTypedValue(row... method SetValue (line 237) | protected override void SetValue(long rowIndex, object value) method Median (line 256) | public override double Median() method Mean (line 276) | public override double Mean() method Resize (line 283) | protected internal override void Resize(long length) method Append (line 289) | public void Append(T? value) method AppendMany (line 295) | public void AppendMany(T? value, long count) method IsValid (line 312) | public override bool IsValid(long index) => _columnContainer.IsValid(i... method GetEnumerator (line 314) | public IEnumerator GetEnumerator() => _columnContainer.GetEnumerat... method GetEnumeratorCore (line 316) | protected override IEnumerator GetEnumeratorCore() => GetEnumerator(); method IsNumericColumn (line 319) | public override bool IsNumericColumn() method FillNulls (line 341) | public PrimitiveDataFrameColumn FillNulls(T value, bool inPlace = f... method FillNullsImplementation (line 348) | protected override DataFrameColumn FillNullsImplementation(object valu... method DropNulls (line 355) | public new PrimitiveDataFrameColumn DropNulls() method DropNullsImplementation (line 360) | protected override DataFrameColumn DropNullsImplementation() method ValueCounts (line 381) | public override DataFrame ValueCounts() method HasDescription (line 395) | public override bool HasDescription() method Clone (line 405) | public new PrimitiveDataFrameColumn Clone(long numberOfNullsToAppen... method Clone (line 417) | public new PrimitiveDataFrameColumn Clone(DataFrameColumn mapIndice... method CloneImplementation (line 423) | protected override DataFrameColumn CloneImplementation(DataFrameColumn... method CloneImplementation (line 449) | protected override DataFrameColumn CloneImplementation(long numberOfNu... method CloneImplementation (line 460) | private PrimitiveDataFrameColumn CloneImplementation(PrimitiveDataF... method CloneImplementation (line 475) | private PrimitiveDataFrameColumn CloneImplementation(PrimitiveDa... method Clone (line 497) | public PrimitiveDataFrameColumn Clone(PrimitiveDataFrameColumn Clone(PrimitiveDataFrameColumn... method Clone (line 513) | public PrimitiveDataFrameColumn Clone(IEnumerable mapIndices) method Clone (line 528) | public PrimitiveDataFrameColumn Clone(IEnumerable mapIndices) method CloneAsBooleanColumn (line 533) | internal BooleanDataFrameColumn CloneAsBooleanColumn() method CloneAsByteColumn (line 539) | internal ByteDataFrameColumn CloneAsByteColumn() method CloneAsSByteColumn (line 545) | internal SByteDataFrameColumn CloneAsSByteColumn() method CloneAsDoubleColumn (line 551) | internal DoubleDataFrameColumn CloneAsDoubleColumn() method CloneAsDecimalColumn (line 557) | internal DecimalDataFrameColumn CloneAsDecimalColumn() method CloneAsInt16Column (line 563) | internal Int16DataFrameColumn CloneAsInt16Column() method CloneAsUInt16Column (line 570) | internal UInt16DataFrameColumn CloneAsUInt16Column() method CloneAsInt32Column (line 576) | internal Int32DataFrameColumn CloneAsInt32Column() method CloneAsUInt32Column (line 582) | internal UInt32DataFrameColumn CloneAsUInt32Column() method CloneAsInt64Column (line 588) | internal Int64DataFrameColumn CloneAsInt64Column() method CloneAsUInt64Column (line 594) | internal UInt64DataFrameColumn CloneAsUInt64Column() method CloneAsSingleColumn (line 600) | internal SingleDataFrameColumn CloneAsSingleColumn() method GroupBy (line 607) | public override GroupBy GroupBy(int columnIndex, DataFrame parent) method GroupColumnValues (line 613) | public override Dictionary> GroupColumnValues<... method ApplyElementwise (line 658) | [Obsolete("Method is obsolete, use Apply(Func func, bool inPlace... method Apply (line 667) | public PrimitiveDataFrameColumn Apply(Func func, bool inPlace... method Apply (line 680) | [Obsolete("Method is obsolete, use Apply(Func func, bool inPlace... method Clamp (line 694) | public PrimitiveDataFrameColumn Clamp(T min, T max, bool inPlace = ... method ClampImplementation (line 714) | protected override DataFrameColumn ClampImplementation(U min, U max... method Filter (line 728) | public PrimitiveDataFrameColumn Filter(T min, T max) method FilterImplementation (line 744) | protected override DataFrameColumn FilterImplementation(U min, U max) method Description (line 753) | public override DataFrameColumn Description() method AddDataViewColumn (line 790) | protected internal override void AddDataViewColumn(DataViewSchema.Buil... method GetDataViewType (line 795) | private static DataViewType GetDataViewType() method GetDataViewGetter (line 859) | protected internal override Delegate GetDataViewGetter(DataViewRowCurs... method CreateValueGetterDelegate (line 882) | private ValueGetter CreateValueGetterDelegate(DataViewRowCursor cur... method CreateSingleValueGetterDelegate (line 885) | private static ValueGetter CreateSingleValueGetterDelegate(Data... method CreateDoubleValueGetterDelegate (line 888) | private static ValueGetter CreateDoubleValueGetterDelegate(Dat... method CreateCharValueGetterDelegate (line 891) | private static ValueGetter CreateCharValueGetterDelegate(DataV... method CreateDecimalValueGetterDelegate (line 894) | private static ValueGetter CreateDecimalValueGetterDelegate(Da... method AddValueUsingCursor (line 897) | protected internal override void AddValueUsingCursor(DataViewRowCursor... method GetValueGetterUsingCursor (line 918) | protected internal override Delegate GetValueGetterUsingCursor(DataVie... method GetGroupedOccurrences (line 923) | public override Dictionary> GetGroupedOccurren... method ElementwiseIsNull (line 928) | public override PrimitiveDataFrameColumn ElementwiseIsNull() method ElementwiseIsNotNull (line 940) | public override PrimitiveDataFrameColumn ElementwiseIsNotNull() method HandleOperationImplementation (line 952) | internal DataFrameColumn HandleOperationImplementation(BinaryOperat... method HandleOperationImplementation (line 1042) | internal DataFrameColumn HandleOperationImplementation(BinaryOperat... method HandleReverseOperationImplementation (line 1120) | internal DataFrameColumn HandleReverseOperationImplementation(Binar... method HandleBitwiseOperationImplementation (line 1196) | internal PrimitiveDataFrameColumn HandleBitwiseOperationImplemen... method HandleOperationImplementation (line 1215) | internal DataFrameColumn HandleOperationImplementation(BinaryIntOperat... method HandleOperationImplementation (line 1279) | internal PrimitiveDataFrameColumn HandleOperationImplementation<... method HandleOperationImplementation (line 1355) | internal PrimitiveDataFrameColumn HandleOperationImplementation<... FILE: src/Microsoft.Data.Analysis/PrimitiveDataFrameColumnComputations.cs type IPrimitiveColumnComputation (line 14) | internal interface IPrimitiveColumnComputation method Abs (line 17) | void Abs(PrimitiveColumnContainer column); method All (line 18) | void All(PrimitiveColumnContainer column, out bool ret); method Any (line 19) | void Any(PrimitiveColumnContainer column, out bool ret); method CumulativeMax (line 20) | void CumulativeMax(PrimitiveColumnContainer column); method CumulativeMax (line 21) | void CumulativeMax(PrimitiveColumnContainer column, IEnumerable column); method CumulativeMin (line 23) | void CumulativeMin(PrimitiveColumnContainer column, IEnumerable column); method CumulativeProduct (line 25) | void CumulativeProduct(PrimitiveColumnContainer column, IEnumerable... method CumulativeSum (line 26) | void CumulativeSum(PrimitiveColumnContainer column); method CumulativeSum (line 27) | void CumulativeSum(PrimitiveColumnContainer column, IEnumerable column, out T? ret); method Max (line 29) | void Max(PrimitiveColumnContainer column, IEnumerable rows, o... method Min (line 30) | void Min(PrimitiveColumnContainer column, out T? ret); method Min (line 31) | void Min(PrimitiveColumnContainer column, IEnumerable rows, o... method Product (line 32) | void Product(PrimitiveColumnContainer column, out T? ret); method Product (line 33) | void Product(PrimitiveColumnContainer column, IEnumerable row... method Sum (line 34) | void Sum(PrimitiveColumnContainer column, out T? ret); method Sum (line 35) | void Sum(PrimitiveColumnContainer column, IEnumerable rows, o... method Round (line 36) | void Round(PrimitiveColumnContainer column); class PrimitiveColumnComputation (line 39) | internal static class PrimitiveColumnComputation method GetComputation (line 47) | public static IPrimitiveColumnComputation GetComputation() class PrimitiveColumnComputation (line 45) | internal static class PrimitiveColumnComputation method GetComputation (line 47) | public static IPrimitiveColumnComputation GetComputation() class BoolComputation (line 115) | internal class BoolComputation : IPrimitiveColumnComputation method Abs (line 117) | public void Abs(PrimitiveColumnContainer column) method All (line 122) | public void All(PrimitiveColumnContainer column, out bool ret) method Any (line 140) | public void Any(PrimitiveColumnContainer column, out bool ret) method CumulativeMax (line 158) | public void CumulativeMax(PrimitiveColumnContainer column) method CumulativeMax (line 163) | public void CumulativeMax(PrimitiveColumnContainer column, IEnum... method CumulativeMin (line 168) | public void CumulativeMin(PrimitiveColumnContainer column) method CumulativeMin (line 173) | public void CumulativeMin(PrimitiveColumnContainer column, IEnum... method CumulativeProduct (line 178) | public void CumulativeProduct(PrimitiveColumnContainer column) method CumulativeProduct (line 183) | public void CumulativeProduct(PrimitiveColumnContainer column, I... method CumulativeSum (line 188) | public void CumulativeSum(PrimitiveColumnContainer column) method CumulativeSum (line 193) | public void CumulativeSum(PrimitiveColumnContainer column, IEnum... method Max (line 198) | public void Max(PrimitiveColumnContainer column, out bool? ret) method Max (line 203) | public void Max(PrimitiveColumnContainer column, IEnumerable column, out bool? ret) method Min (line 213) | public void Min(PrimitiveColumnContainer column, IEnumerable column, out bool? ret) method Product (line 223) | public void Product(PrimitiveColumnContainer column, IEnumerable... method Sum (line 228) | public void Sum(PrimitiveColumnContainer column, out bool? ret) method Sum (line 233) | public void Sum(PrimitiveColumnContainer column, IEnumerable column) class ByteComputation (line 244) | internal class ByteComputation : IPrimitiveColumnComputation method Abs (line 246) | public void Abs(PrimitiveColumnContainer column) method All (line 261) | public void All(PrimitiveColumnContainer column, out bool ret) method Any (line 266) | public void Any(PrimitiveColumnContainer column, out bool ret) method CumulativeMax (line 271) | public void CumulativeMax(PrimitiveColumnContainer column) method CumulativeMax (line 294) | public void CumulativeMax(PrimitiveColumnContainer column, IEnum... method CumulativeMin (line 335) | public void CumulativeMin(PrimitiveColumnContainer column) method CumulativeMin (line 358) | public void CumulativeMin(PrimitiveColumnContainer column, IEnum... method CumulativeProduct (line 399) | public void CumulativeProduct(PrimitiveColumnContainer column) method CumulativeProduct (line 422) | public void CumulativeProduct(PrimitiveColumnContainer column, I... method CumulativeSum (line 463) | public void CumulativeSum(PrimitiveColumnContainer column) method CumulativeSum (line 486) | public void CumulativeSum(PrimitiveColumnContainer column, IEnum... method Max (line 527) | public void Max(PrimitiveColumnContainer column, out byte? ret) method Max (line 550) | public void Max(PrimitiveColumnContainer column, IEnumerable column, out byte? ret) method Min (line 598) | public void Min(PrimitiveColumnContainer column, IEnumerable column, out byte? ret) method Product (line 642) | public void Product(PrimitiveColumnContainer column, IEnumerable... method Sum (line 667) | public void Sum(PrimitiveColumnContainer column, out byte? ret) method Sum (line 690) | public void Sum(PrimitiveColumnContainer column, IEnumerable column) class CharComputation (line 731) | internal class CharComputation : IPrimitiveColumnComputation method Abs (line 733) | public void Abs(PrimitiveColumnContainer column) method All (line 748) | public void All(PrimitiveColumnContainer column, out bool ret) method Any (line 753) | public void Any(PrimitiveColumnContainer column, out bool ret) method CumulativeMax (line 758) | public void CumulativeMax(PrimitiveColumnContainer column) method CumulativeMax (line 781) | public void CumulativeMax(PrimitiveColumnContainer column, IEnum... method CumulativeMin (line 822) | public void CumulativeMin(PrimitiveColumnContainer column) method CumulativeMin (line 845) | public void CumulativeMin(PrimitiveColumnContainer column, IEnum... method CumulativeProduct (line 886) | public void CumulativeProduct(PrimitiveColumnContainer column) method CumulativeProduct (line 909) | public void CumulativeProduct(PrimitiveColumnContainer column, I... method CumulativeSum (line 950) | public void CumulativeSum(PrimitiveColumnContainer column) method CumulativeSum (line 973) | public void CumulativeSum(PrimitiveColumnContainer column, IEnum... method Max (line 1014) | public void Max(PrimitiveColumnContainer column, out char? ret) method Max (line 1037) | public void Max(PrimitiveColumnContainer column, IEnumerable column, out char? ret) method Min (line 1085) | public void Min(PrimitiveColumnContainer column, IEnumerable column, out char? ret) method Product (line 1129) | public void Product(PrimitiveColumnContainer column, IEnumerable... method Sum (line 1154) | public void Sum(PrimitiveColumnContainer column, out char? ret) method Sum (line 1177) | public void Sum(PrimitiveColumnContainer column, IEnumerable column) class DecimalComputation (line 1218) | internal class DecimalComputation : IPrimitiveColumnComputation method Abs (line 1220) | public void Abs(PrimitiveColumnContainer column) method All (line 1235) | public void All(PrimitiveColumnContainer column, out bool ret) method Any (line 1240) | public void Any(PrimitiveColumnContainer column, out bool ret) method CumulativeMax (line 1245) | public void CumulativeMax(PrimitiveColumnContainer column) method CumulativeMax (line 1268) | public void CumulativeMax(PrimitiveColumnContainer column, IE... method CumulativeMin (line 1309) | public void CumulativeMin(PrimitiveColumnContainer column) method CumulativeMin (line 1332) | public void CumulativeMin(PrimitiveColumnContainer column, IE... method CumulativeProduct (line 1373) | public void CumulativeProduct(PrimitiveColumnContainer column) method CumulativeProduct (line 1396) | public void CumulativeProduct(PrimitiveColumnContainer column... method CumulativeSum (line 1437) | public void CumulativeSum(PrimitiveColumnContainer column) method CumulativeSum (line 1460) | public void CumulativeSum(PrimitiveColumnContainer column, IE... method Max (line 1501) | public void Max(PrimitiveColumnContainer column, out decimal?... method Max (line 1524) | public void Max(PrimitiveColumnContainer column, IEnumerable<... method Min (line 1549) | public void Min(PrimitiveColumnContainer column, out decimal?... method Min (line 1572) | public void Min(PrimitiveColumnContainer column, IEnumerable<... method Product (line 1597) | public void Product(PrimitiveColumnContainer column, out deci... method Product (line 1616) | public void Product(PrimitiveColumnContainer column, IEnumera... method Sum (line 1641) | public void Sum(PrimitiveColumnContainer column, out decimal?... method Sum (line 1664) | public void Sum(PrimitiveColumnContainer column, IEnumerable<... method Round (line 1689) | public void Round(PrimitiveColumnContainer column) class DoubleComputation (line 1705) | internal class DoubleComputation : IPrimitiveColumnComputation method Abs (line 1707) | public void Abs(PrimitiveColumnContainer column) method All (line 1722) | public void All(PrimitiveColumnContainer column, out bool ret) method Any (line 1727) | public void Any(PrimitiveColumnContainer column, out bool ret) method CumulativeMax (line 1732) | public void CumulativeMax(PrimitiveColumnContainer column) method CumulativeMax (line 1755) | public void CumulativeMax(PrimitiveColumnContainer column, IEn... method CumulativeMin (line 1796) | public void CumulativeMin(PrimitiveColumnContainer column) method CumulativeMin (line 1819) | public void CumulativeMin(PrimitiveColumnContainer column, IEn... method CumulativeProduct (line 1860) | public void CumulativeProduct(PrimitiveColumnContainer column) method CumulativeProduct (line 1883) | public void CumulativeProduct(PrimitiveColumnContainer column,... method CumulativeSum (line 1924) | public void CumulativeSum(PrimitiveColumnContainer column) method CumulativeSum (line 1947) | public void CumulativeSum(PrimitiveColumnContainer column, IEn... method Max (line 1988) | public void Max(PrimitiveColumnContainer column, out double? ret) method Max (line 2011) | public void Max(PrimitiveColumnContainer column, IEnumerable column, out double? ret) method Min (line 2059) | public void Min(PrimitiveColumnContainer column, IEnumerable column, out doubl... method Product (line 2103) | public void Product(PrimitiveColumnContainer column, IEnumerab... method Sum (line 2128) | public void Sum(PrimitiveColumnContainer column, out double? ret) method Sum (line 2151) | public void Sum(PrimitiveColumnContainer column, IEnumerable column) class FloatComputation (line 2192) | internal class FloatComputation : IPrimitiveColumnComputation method Abs (line 2194) | public void Abs(PrimitiveColumnContainer column) method All (line 2209) | public void All(PrimitiveColumnContainer column, out bool ret) method Any (line 2214) | public void Any(PrimitiveColumnContainer column, out bool ret) method CumulativeMax (line 2219) | public void CumulativeMax(PrimitiveColumnContainer column) method CumulativeMax (line 2242) | public void CumulativeMax(PrimitiveColumnContainer column, IEnu... method CumulativeMin (line 2283) | public void CumulativeMin(PrimitiveColumnContainer column) method CumulativeMin (line 2306) | public void CumulativeMin(PrimitiveColumnContainer column, IEnu... method CumulativeProduct (line 2347) | public void CumulativeProduct(PrimitiveColumnContainer column) method CumulativeProduct (line 2370) | public void CumulativeProduct(PrimitiveColumnContainer column, ... method CumulativeSum (line 2411) | public void CumulativeSum(PrimitiveColumnContainer column) method CumulativeSum (line 2434) | public void CumulativeSum(PrimitiveColumnContainer column, IEnu... method Max (line 2475) | public void Max(PrimitiveColumnContainer column, out float? ret) method Max (line 2498) | public void Max(PrimitiveColumnContainer column, IEnumerable column, out float? ret) method Min (line 2546) | public void Min(PrimitiveColumnContainer column, IEnumerable column, out float?... method Product (line 2590) | public void Product(PrimitiveColumnContainer column, IEnumerabl... method Sum (line 2615) | public void Sum(PrimitiveColumnContainer column, out float? ret) method Sum (line 2638) | public void Sum(PrimitiveColumnContainer column, IEnumerable column) class IntComputation (line 2679) | internal class IntComputation : IPrimitiveColumnComputation method Abs (line 2681) | public void Abs(PrimitiveColumnContainer column) method All (line 2696) | public void All(PrimitiveColumnContainer column, out bool ret) method Any (line 2701) | public void Any(PrimitiveColumnContainer column, out bool ret) method CumulativeMax (line 2706) | public void CumulativeMax(PrimitiveColumnContainer column) method CumulativeMax (line 2729) | public void CumulativeMax(PrimitiveColumnContainer column, IEnume... method CumulativeMin (line 2770) | public void CumulativeMin(PrimitiveColumnContainer column) method CumulativeMin (line 2793) | public void CumulativeMin(PrimitiveColumnContainer column, IEnume... method CumulativeProduct (line 2834) | public void CumulativeProduct(PrimitiveColumnContainer column) method CumulativeProduct (line 2857) | public void CumulativeProduct(PrimitiveColumnContainer column, IE... method CumulativeSum (line 2898) | public void CumulativeSum(PrimitiveColumnContainer column) method CumulativeSum (line 2921) | public void CumulativeSum(PrimitiveColumnContainer column, IEnume... method Max (line 2962) | public void Max(PrimitiveColumnContainer column, out int? ret) method Max (line 2985) | public void Max(PrimitiveColumnContainer column, IEnumerable column, out int? ret) method Min (line 3033) | public void Min(PrimitiveColumnContainer column, IEnumerable column, out int? ret) method Product (line 3077) | public void Product(PrimitiveColumnContainer column, IEnumerable<... method Sum (line 3102) | public void Sum(PrimitiveColumnContainer column, out int? ret) method Sum (line 3125) | public void Sum(PrimitiveColumnContainer column, IEnumerable column) class LongComputation (line 3166) | internal class LongComputation : IPrimitiveColumnComputation method Abs (line 3168) | public void Abs(PrimitiveColumnContainer column) method All (line 3183) | public void All(PrimitiveColumnContainer column, out bool ret) method Any (line 3188) | public void Any(PrimitiveColumnContainer column, out bool ret) method CumulativeMax (line 3193) | public void CumulativeMax(PrimitiveColumnContainer column) method CumulativeMax (line 3216) | public void CumulativeMax(PrimitiveColumnContainer column, IEnum... method CumulativeMin (line 3257) | public void CumulativeMin(PrimitiveColumnContainer column) method CumulativeMin (line 3280) | public void CumulativeMin(PrimitiveColumnContainer column, IEnum... method CumulativeProduct (line 3321) | public void CumulativeProduct(PrimitiveColumnContainer column) method CumulativeProduct (line 3344) | public void CumulativeProduct(PrimitiveColumnContainer column, I... method CumulativeSum (line 3385) | public void CumulativeSum(PrimitiveColumnContainer column) method CumulativeSum (line 3408) | public void CumulativeSum(PrimitiveColumnContainer column, IEnum... method Max (line 3449) | public void Max(PrimitiveColumnContainer column, out long? ret) method Max (line 3472) | public void Max(PrimitiveColumnContainer column, IEnumerable column, out long? ret) method Min (line 3520) | public void Min(PrimitiveColumnContainer column, IEnumerable column, out long? ret) method Product (line 3564) | public void Product(PrimitiveColumnContainer column, IEnumerable... method Sum (line 3589) | public void Sum(PrimitiveColumnContainer column, out long? ret) method Sum (line 3612) | public void Sum(PrimitiveColumnContainer column, IEnumerable column) class SByteComputation (line 3653) | internal class SByteComputation : IPrimitiveColumnComputation method Abs (line 3655) | public void Abs(PrimitiveColumnContainer column) method All (line 3670) | public void All(PrimitiveColumnContainer column, out bool ret) method Any (line 3675) | public void Any(PrimitiveColumnContainer column, out bool ret) method CumulativeMax (line 3680) | public void CumulativeMax(PrimitiveColumnContainer column) method CumulativeMax (line 3703) | public void CumulativeMax(PrimitiveColumnContainer column, IEnu... method CumulativeMin (line 3744) | public void CumulativeMin(PrimitiveColumnContainer column) method CumulativeMin (line 3767) | public void CumulativeMin(PrimitiveColumnContainer column, IEnu... method CumulativeProduct (line 3808) | public void CumulativeProduct(PrimitiveColumnContainer column) method CumulativeProduct (line 3831) | public void CumulativeProduct(PrimitiveColumnContainer column, ... method CumulativeSum (line 3872) | public void CumulativeSum(PrimitiveColumnContainer column) method CumulativeSum (line 3895) | public void CumulativeSum(PrimitiveColumnContainer column, IEnu... method Max (line 3936) | public void Max(PrimitiveColumnContainer column, out sbyte? ret) method Max (line 3959) | public void Max(PrimitiveColumnContainer column, IEnumerable column, out sbyte? ret) method Min (line 4007) | public void Min(PrimitiveColumnContainer column, IEnumerable column, out sbyte?... method Product (line 4051) | public void Product(PrimitiveColumnContainer column, IEnumerabl... method Sum (line 4076) | public void Sum(PrimitiveColumnContainer column, out sbyte? ret) method Sum (line 4099) | public void Sum(PrimitiveColumnContainer column, IEnumerable column) class ShortComputation (line 4140) | internal class ShortComputation : IPrimitiveColumnComputation method Abs (line 4142) | public void Abs(PrimitiveColumnContainer column) method All (line 4157) | public void All(PrimitiveColumnContainer column, out bool ret) method Any (line 4162) | public void Any(PrimitiveColumnContainer column, out bool ret) method CumulativeMax (line 4167) | public void CumulativeMax(PrimitiveColumnContainer column) method CumulativeMax (line 4190) | public void CumulativeMax(PrimitiveColumnContainer column, IEnu... method CumulativeMin (line 4231) | public void CumulativeMin(PrimitiveColumnContainer column) method CumulativeMin (line 4254) | public void CumulativeMin(PrimitiveColumnContainer column, IEnu... method CumulativeProduct (line 4295) | public void CumulativeProduct(PrimitiveColumnContainer column) method CumulativeProduct (line 4318) | public void CumulativeProduct(PrimitiveColumnContainer column, ... method CumulativeSum (line 4359) | public void CumulativeSum(PrimitiveColumnContainer column) method CumulativeSum (line 4382) | public void CumulativeSum(PrimitiveColumnContainer column, IEnu... method Max (line 4423) | public void Max(PrimitiveColumnContainer column, out short? ret) method Max (line 4446) | public void Max(PrimitiveColumnContainer column, IEnumerable column, out short? ret) method Min (line 4494) | public void Min(PrimitiveColumnContainer column, IEnumerable column, out short?... method Product (line 4538) | public void Product(PrimitiveColumnContainer column, IEnumerabl... method Sum (line 4563) | public void Sum(PrimitiveColumnContainer column, out short? ret) method Sum (line 4586) | public void Sum(PrimitiveColumnContainer column, IEnumerable column) class UIntComputation (line 4627) | internal class UIntComputation : IPrimitiveColumnComputation method Abs (line 4629) | public void Abs(PrimitiveColumnContainer column) method All (line 4644) | public void All(PrimitiveColumnContainer column, out bool ret) method Any (line 4649) | public void Any(PrimitiveColumnContainer column, out bool ret) method CumulativeMax (line 4654) | public void CumulativeMax(PrimitiveColumnContainer column) method CumulativeMax (line 4677) | public void CumulativeMax(PrimitiveColumnContainer column, IEnum... method CumulativeMin (line 4718) | public void CumulativeMin(PrimitiveColumnContainer column) method CumulativeMin (line 4741) | public void CumulativeMin(PrimitiveColumnContainer column, IEnum... method CumulativeProduct (line 4782) | public void CumulativeProduct(PrimitiveColumnContainer column) method CumulativeProduct (line 4805) | public void CumulativeProduct(PrimitiveColumnContainer column, I... method CumulativeSum (line 4846) | public void CumulativeSum(PrimitiveColumnContainer column) method CumulativeSum (line 4869) | public void CumulativeSum(PrimitiveColumnContainer column, IEnum... method Max (line 4910) | public void Max(PrimitiveColumnContainer column, out uint? ret) method Max (line 4933) | public void Max(PrimitiveColumnContainer column, IEnumerable column, out uint? ret) method Min (line 4981) | public void Min(PrimitiveColumnContainer column, IEnumerable column, out uint? ret) method Product (line 5025) | public void Product(PrimitiveColumnContainer column, IEnumerable... method Sum (line 5050) | public void Sum(PrimitiveColumnContainer column, out uint? ret) method Sum (line 5073) | public void Sum(PrimitiveColumnContainer column, IEnumerable column) class ULongComputation (line 5114) | internal class ULongComputation : IPrimitiveColumnComputation method Abs (line 5116) | public void Abs(PrimitiveColumnContainer column) method All (line 5131) | public void All(PrimitiveColumnContainer column, out bool ret) method Any (line 5136) | public void Any(PrimitiveColumnContainer column, out bool ret) method CumulativeMax (line 5141) | public void CumulativeMax(PrimitiveColumnContainer column) method CumulativeMax (line 5164) | public void CumulativeMax(PrimitiveColumnContainer column, IEnu... method CumulativeMin (line 5205) | public void CumulativeMin(PrimitiveColumnContainer column) method CumulativeMin (line 5228) | public void CumulativeMin(PrimitiveColumnContainer column, IEnu... method CumulativeProduct (line 5269) | public void CumulativeProduct(PrimitiveColumnContainer column) method CumulativeProduct (line 5292) | public void CumulativeProduct(PrimitiveColumnContainer column, ... method CumulativeSum (line 5333) | public void CumulativeSum(PrimitiveColumnContainer column) method CumulativeSum (line 5356) | public void CumulativeSum(PrimitiveColumnContainer column, IEnu... method Max (line 5397) | public void Max(PrimitiveColumnContainer column, out ulong? ret) method Max (line 5420) | public void Max(PrimitiveColumnContainer column, IEnumerable column, out ulong? ret) method Min (line 5468) | public void Min(PrimitiveColumnContainer column, IEnumerable column, out ulong?... method Product (line 5512) | public void Product(PrimitiveColumnContainer column, IEnumerabl... method Sum (line 5537) | public void Sum(PrimitiveColumnContainer column, out ulong? ret) method Sum (line 5560) | public void Sum(PrimitiveColumnContainer column, IEnumerable column) class UShortComputation (line 5601) | internal class UShortComputation : IPrimitiveColumnComputation method Abs (line 5603) | public void Abs(PrimitiveColumnContainer column) method All (line 5618) | public void All(PrimitiveColumnContainer column, out bool ret) method Any (line 5623) | public void Any(PrimitiveColumnContainer column, out bool ret) method CumulativeMax (line 5628) | public void CumulativeMax(PrimitiveColumnContainer column) method CumulativeMax (line 5651) | public void CumulativeMax(PrimitiveColumnContainer column, IEn... method CumulativeMin (line 5692) | public void CumulativeMin(PrimitiveColumnContainer column) method CumulativeMin (line 5715) | public void CumulativeMin(PrimitiveColumnContainer column, IEn... method CumulativeProduct (line 5756) | public void CumulativeProduct(PrimitiveColumnContainer column) method CumulativeProduct (line 5779) | public void CumulativeProduct(PrimitiveColumnContainer column,... method CumulativeSum (line 5820) | public void CumulativeSum(PrimitiveColumnContainer column) method CumulativeSum (line 5843) | public void CumulativeSum(PrimitiveColumnContainer column, IEn... method Max (line 5884) | public void Max(PrimitiveColumnContainer column, out ushort? ret) method Max (line 5907) | public void Max(PrimitiveColumnContainer column, IEnumerable column, out ushort? ret) method Min (line 5955) | public void Min(PrimitiveColumnContainer column, IEnumerable column, out ushor... method Product (line 5999) | public void Product(PrimitiveColumnContainer column, IEnumerab... method Sum (line 6024) | public void Sum(PrimitiveColumnContainer column, out ushort? ret) method Sum (line 6047) | public void Sum(PrimitiveColumnContainer column, IEnumerable column) FILE: src/Microsoft.Data.Analysis/ReadOnlyDataFrameBuffer.cs class ReadOnlyDataFrameBuffer (line 17) | internal class ReadOnlyDataFrameBuffer method ReadOnlyDataFrameBuffer (line 49) | public ReadOnlyDataFrameBuffer(int length = 0) method ReadOnlyDataFrameBuffer (line 59) | public ReadOnlyDataFrameBuffer(ReadOnlyMemory buffer, int length) method ToString (line 77) | public override string ToString() FILE: src/Microsoft.Data.Analysis/StringDataFrameColumn.BinaryOperations.cs class StringDataFrameColumn (line 13) | public partial class StringDataFrameColumn : DataFrameColumn method Add (line 16) | public override DataFrameColumn Add(DataFrameColumn column, bool inPla... method Add (line 40) | public static StringDataFrameColumn Add(string value, StringDataFrameC... method Add (line 55) | public StringDataFrameColumn Add(string value, bool inPlace = false) method Add (line 71) | public override DataFrameColumn Add(T value, bool inPlace = false) method ElementwiseEqualsImplementation (line 76) | internal static PrimitiveDataFrameColumn ElementwiseEqualsImplem... method ElementwiseEquals (line 92) | public override PrimitiveDataFrameColumn ElementwiseEquals(DataF... method ElementwiseEquals (line 100) | public PrimitiveDataFrameColumn ElementwiseEquals(string value) method ElementwiseEquals (line 111) | public override PrimitiveDataFrameColumn ElementwiseEquals(T ... method ElementwiseNotEqualsImplementation (line 120) | internal static PrimitiveDataFrameColumn ElementwiseNotEqualsImp... method ElementwiseIsNotNull (line 134) | public override PrimitiveDataFrameColumn ElementwiseIsNotNull() method ElementwiseIsNull (line 144) | public override PrimitiveDataFrameColumn ElementwiseIsNull() method ElementwiseNotEquals (line 154) | public PrimitiveDataFrameColumn ElementwiseNotEquals(string value) method ElementwiseNotEquals (line 165) | public override PrimitiveDataFrameColumn ElementwiseNotEquals(Da... method ElementwiseNotEquals (line 174) | public override PrimitiveDataFrameColumn ElementwiseNotEquals... FILE: src/Microsoft.Data.Analysis/Strings.Designer.cs class Strings (line 22) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("System.Resource... method Strings (line 31) | [global::System.Diagnostics.CodeAnalysis.SuppressMessageAttribute("Mic... FILE: src/Microsoft.Data.Analysis/TextFieldParser.cs type FieldType (line 17) | internal enum FieldType class QuoteDelimitedFieldBuilder (line 23) | internal class QuoteDelimitedFieldBuilder method QuoteDelimitedFieldBuilder (line 33) | public QuoteDelimitedFieldBuilder(Regex delimiterRegex, string spaceCh... method BuildField (line 50) | public void BuildField(string line, int startAt) class TextFieldParser (line 119) | internal class TextFieldParser : IDisposable method TextFieldParser (line 353) | public TextFieldParser(string path) method TextFieldParser (line 358) | public TextFieldParser(string path, Encoding defaultEncoding) method TextFieldParser (line 363) | public TextFieldParser(string path, Encoding defaultEncoding, bool det... method TextFieldParser (line 368) | public TextFieldParser(Stream stream) method TextFieldParser (line 373) | public TextFieldParser(Stream stream, Encoding defaultEncoding) method TextFieldParser (line 378) | public TextFieldParser(Stream stream, Encoding defaultEncoding, bool d... method TextFieldParser (line 383) | public TextFieldParser(Stream stream, Encoding defaultEncoding, bool d... method TextFieldParser (line 389) | public TextFieldParser(TextReader reader) method SetDelimiters (line 395) | public void SetDelimiters(params string[] delimiters) method SetFieldWidths (line 400) | public void SetFieldWidths(params int[] fieldWidths) method ReadLine (line 406) | public string ReadLine() method ReadFields (line 425) | public string[] ReadFields() method PeekChars (line 449) | public string PeekChars(int numberOfChars) method ReadToEnd (line 483) | public string ReadToEnd() method Close (line 496) | public void Close() method Dispose (line 501) | public void Dispose() method Dispose (line 507) | protected virtual void Dispose(bool disposing) method ValidateFieldTypeEnumValue (line 519) | private void ValidateFieldTypeEnumValue(FieldType value, string paramN... method CloseReader (line 527) | private void CloseReader() method FinishReading (line 540) | private void FinishReading() method InitializeFromPath (line 549) | private void InitializeFromPath(string path, Encoding defaultEncoding,... method InitializeFromStream (line 565) | private void InitializeFromStream(Stream stream, Encoding defaultEncod... method ValidatePath (line 583) | private string ValidatePath(string path) method IgnoreLine (line 592) | private bool IgnoreLine(string line) method ReadToBuffer (line 625) | private int ReadToBuffer() method SlideCursorToStartOfBuffer (line 641) | private int SlideCursorToStartOfBuffer() method IncreaseBufferSize (line 660) | private int IncreaseBufferSize() method ReadNextDataLine (line 679) | private string ReadNextDataLine() method PeekNextDataLine (line 696) | private string PeekNextDataLine() method ReadNextLine (line 710) | private string ReadNextLine(ref int cursor, ChangeBufferFunction chang... method ParseDelimitedLine (line 771) | private string[] ParseDelimitedLine() method ParseFixedWidthLine (line 876) | private string[] ParseFixedWidthLine() method GetFixedWidthField (line 898) | private string GetFixedWidthField(StringInfo line, int index, int fiel... method GetEndOfLineIndex (line 908) | private int GetEndOfLineIndex(string line) method ValidateFixedWidthLine (line 932) | private void ValidateFixedWidthLine(StringInfo line, long lineNumber) method ValidateFieldWidths (line 943) | private void ValidateFieldWidths() method ValidateFieldWidthsOnInput (line 970) | private void ValidateFieldWidthsOnInput(int[] widths) method ValidateAndEscapeDelimiters (line 983) | private void ValidateAndEscapeDelimiters() method ValidateReadyToRead (line 1021) | private void ValidateReadyToRead() method ValidateDelimiters (line 1053) | private void ValidateDelimiters(string[] delimiterArray) method ArrayHasChanged (line 1072) | private bool ArrayHasChanged() method CheckCommentTokensForWhitespace (line 1125) | private void CheckCommentTokensForWhitespace(string[] tokens) method CharacterIsInDelimiter (line 1140) | private bool CharacterIsInDelimiter(char testCharacter) FILE: src/Microsoft.Data.Analysis/Utils/ArrayUtility.cs class ArrayUtility (line 11) | internal static class ArrayUtility FILE: src/Microsoft.Data.Analysis/Utils/BitUtility.cs class BitUtility (line 18) | internal static class BitUtility method IsValid (line 36) | public static bool IsValid(ReadOnlySpan bitMapBufferSpan, int in... method IsBitSet (line 43) | public static bool IsBitSet(byte curBitMap, int index) method IsBitClear (line 48) | public static bool IsBitClear(byte curBitMap, int index) method GetBit (line 53) | public static bool GetBit(byte data, int index) => method GetBit (line 56) | public static bool GetBit(ReadOnlySpan data, int index) => method ClearBit (line 59) | public static void ClearBit(Span data, int index) method SetBit (line 64) | public static void SetBit(Span data, int index) method SetBit (line 69) | public static void SetBit(Span data, long index, bool value) method SetBits (line 86) | public static void SetBits(Span data, long index, long length, b... method GetBitCount (line 147) | public static long GetBitCount(ReadOnlySpan span, long length) FILE: src/Microsoft.Extensions.ML/Builder/BuilderExtensions.cs class BuilderExtensions (line 13) | public static class BuilderExtensions method FromUri (line 23) | public static PredictionEnginePoolBuilder FromUri<... method FromUri (line 44) | public static PredictionEnginePoolBuilder FromUri<... method FromUri (line 65) | public static PredictionEnginePoolBuilder FromUri<... method FromUri (line 83) | public static PredictionEnginePoolBuilder FromUri<... method FromUri (line 106) | public static PredictionEnginePoolBuilder FromUri<... method FromUri (line 130) | public static PredictionEnginePoolBuilder FromUri<... method FromFile (line 153) | public static PredictionEnginePoolBuilder FromFile... method FromFile (line 172) | public static PredictionEnginePoolBuilder FromFile... method FromFile (line 193) | public static PredictionEnginePoolBuilder FromFile... method FromFile (line 217) | public static PredictionEnginePoolBuilder FromFile... FILE: src/Microsoft.Extensions.ML/Builder/PredictionEnginePoolBuilder.cs class PredictionEnginePoolBuilder (line 15) | public class PredictionEnginePoolBuilder method PredictionEnginePoolBuilder (line 23) | public PredictionEnginePoolBuilder(IServiceCollection services) FILE: src/Microsoft.Extensions.ML/MLOptions.cs class MLOptions (line 14) | public class MLOptions method MLOptions (line 21) | public MLOptions() class PostMLContextOptionsConfiguration (line 41) | internal class PostMLContextOptionsConfiguration : IPostConfigureOptions... method PostMLContextOptionsConfiguration (line 49) | public PostMLContextOptionsConfiguration(ILogger logger) method PostConfigure (line 55) | public void PostConfigure(string name, MLOptions options) method Log (line 60) | private void Log(object sender, LoggingEventArgs e) FILE: src/Microsoft.Extensions.ML/ModelLoaders/FileModelLoader.cs class FileModelLoader (line 16) | internal class FileModelLoader : ModelLoader, IDisposable method FileModelLoader (line 28) | public FileModelLoader(IOptions contextOptions, ILogger contextOptions, ILogger MatchEtagAsync(Uri uri, string eTag) method StartReloadTimer (line 116) | internal void StartReloadTimer() method StopReloadTimer (line 127) | internal void StopReloadTimer() method LoadModelAsync (line 136) | internal virtual async Task LoadModelAsync() method GetModel (line 164) | public override ITransformer GetModel() method GetReloadToken (line 171) | public override IChangeToken GetReloadToken() method Dispose (line 178) | public void Dispose() class EventIds (line 183) | internal static class EventIds class Logger (line 191) | private static class Logger method UriReloadBegin (line 213) | public static void UriReloadBegin(ILogger logger, Uri uri) method UriReloadEnd (line 218) | public static void UriReloadEnd(ILogger logger, Uri uri, TimeSpan du... method UriReloadError (line 223) | public static void UriReloadError(ILogger logger, Uri uri, TimeSpan ... method UriLoadError (line 228) | public static void UriLoadError(ILogger logger, Uri uri, Exception e... FILE: src/Microsoft.Extensions.ML/ModelReloadToken.cs class ModelReloadToken (line 14) | public class ModelReloadToken : IChangeToken method ModelReloadToken (line 18) | public ModelReloadToken() method RegisterChangeCallback (line 42) | public IDisposable RegisterChangeCallback(Action callback, obj... method OnReload (line 47) | public void OnReload() => _cts.Cancel(); FILE: src/Microsoft.Extensions.ML/PoolLoader.cs class PoolLoader (line 18) | internal class PoolLoader : IDisposable method PoolLoader (line 25) | public PoolLoader(IServiceProvider sp, PredictionEnginePoolOptions method PredictionEnginePool (line 27) | public PredictionEnginePool(IServiceProvider serviceProvider, method GetModel (line 51) | public ITransformer GetModel(string modelName) method GetModel (line 64) | public ITransformer GetModel() method GetPredictionEngine (line 73) | public PredictionEngine GetPredictionEngine() method GetPredictionEngine (line 86) | public PredictionEngine GetPredictionEngine(string... method AddPool (line 110) | private PoolLoader AddPool(string modelName) method ReturnPredictionEngine (line 123) | public void ReturnPredictionEngine(PredictionEngine( method Predict (line 39) | public static TPrediction Predict( FILE: src/Microsoft.Extensions.ML/PredictionEnginePoolOptions.cs class PredictionEnginePoolOptions (line 10) | public class PredictionEnginePoolOptions FILE: src/Microsoft.Extensions.ML/PredictionEnginePoolPolicy.cs class PredictionEnginePoolPolicy (line 14) | internal class PredictionEnginePoolPolicy method PredictionEnginePoolPolicy (line 29) | public PredictionEnginePoolPolicy(MLContext mlContext, ITransformer mo... method Create (line 36) | public override PredictionEngine Create() => method Return (line 40) | public override bool Return(PredictionEngine obj) ... FILE: src/Microsoft.Extensions.ML/ServiceCollectionExtensions.cs class ServiceCollectionExtensions (line 15) | public static class ServiceCollectionExtensions method AddPredictionEnginePool (line 26) | public static PredictionEnginePoolBuilder AddPredi... method AddPredictionEnginePool (line 47) | public static PredictionEnginePoolBuilder AddPredi... method AddPredictionEnginePool (line 57) | private static PredictionEnginePoolBuilder AddPred... method AddRequiredPredictionEnginePoolServices (line 78) | public static IServiceCollection AddRequiredPredictionEnginePoolServic... FILE: src/Microsoft.ML.AutoML.Interactive/ActionThrottler.cs class ActionThrottler (line 14) | internal class ActionThrottler method ActionThrottler (line 27) | public ActionThrottler(Action action, TimeSpan minDelay) method ExecuteAsync (line 34) | public async Task ExecuteAsync() FILE: src/Microsoft.ML.AutoML.Interactive/AutoMLMonitorKernelExtension.cs class AutoMLMonitorKernelExtension (line 21) | public class AutoMLMonitorKernelExtension : IKernelExtension method OnLoadAsync (line 23) | public async Task OnLoadAsync(Kernel kernel) method LoadExtensionApiAsync (line 39) | private static async Task LoadExtensionApiAsync(Kernel cSharpKernel) method WriteSummary (line 45) | private static void WriteSummary(NotebookMonitor monitor, TextWriter w... method WriteChart (line 72) | private static void WriteChart(NotebookMonitor monitor, TextWriter wri... method WriteTable (line 96) | private static void WriteTable(NotebookMonitor notebookMonitor, TextWr... FILE: src/Microsoft.ML.AutoML.Interactive/NotebookMonitor.cs class NotebookMonitor (line 15) | public class NotebookMonitor : IMonitor method NotebookMonitor (line 27) | public NotebookMonitor(SweepablePipeline pipeline) method ReportBestTrial (line 35) | public void ReportBestTrial(TrialResult result) method ReportCompletedTrial (line 42) | public void ReportCompletedTrial(TrialResult result) method ReportFailTrial (line 60) | public void ReportFailTrial(TrialSettings setting, Exception exp = null) method ReportRunningTrial (line 66) | public void ReportRunningTrial(TrialSettings setting) method ThrottledUpdate (line 72) | private void ThrottledUpdate() method Update (line 77) | public void Update() method SetUpdate (line 82) | public void SetUpdate(DisplayedValue valueToUpdate) FILE: src/Microsoft.ML.AutoML/API/AutoCatalog.cs class AutoCatalog (line 21) | public sealed class AutoCatalog method AutoCatalog (line 25) | internal AutoCatalog(MLContext context) method CreateRegressionExperiment (line 44) | public RegressionExperiment CreateRegressionExperiment(uint maxExperim... method CreateRegressionExperiment (line 60) | public RegressionExperiment CreateRegressionExperiment(RegressionExper... method CreateBinaryClassificationExperiment (line 79) | public BinaryClassificationExperiment CreateBinaryClassificationExperi... method CreateBinaryClassificationExperiment (line 95) | public BinaryClassificationExperiment CreateBinaryClassificationExperi... method CreateMulticlassClassificationExperiment (line 114) | public MulticlassClassificationExperiment CreateMulticlassClassificati... method CreateMulticlassClassificationExperiment (line 130) | public MulticlassClassificationExperiment CreateMulticlassClassificati... method CreateRecommendationExperiment (line 149) | public RecommendationExperiment CreateRecommendationExperiment(uint ma... method CreateRecommendationExperiment (line 165) | public RecommendationExperiment CreateRecommendationExperiment(Recomme... method CreateRankingExperiment (line 184) | public RankingExperiment CreateRankingExperiment(uint maxExperimentTim... method CreateRankingExperiment (line 200) | public RankingExperiment CreateRankingExperiment(RankingExperimentSett... method InferColumns (line 226) | public ColumnInferenceResults InferColumns(string path, string labelCo... method InferColumns (line 254) | public ColumnInferenceResults InferColumns(string path, ColumnInformat... method InferColumns (line 284) | public ColumnInferenceResults InferColumns(string path, uint labelColu... method CreateSweepableEstimator (line 301) | public SweepableEstimator CreateSweepableEstimator(Func Execute(... method Execute (line 214) | public override ExperimentResult Execute(... method Execute (line 247) | public override ExperimentResult Execute(... method Execute (line 257) | public override ExperimentResult Execute(... method Execute (line 268) | public override CrossValidationExperimentResult GetB... method GetBestCrossValRun (line 319) | private protected override CrossValidationRunDetail RunAsync(TrialSettings settings, Cancellation... method GetMetric (line 470) | private double GetMetric(BinaryClassificationMetric metric, BinaryClas... FILE: src/Microsoft.ML.AutoML/API/ColumnInference.cs class ColumnInferenceResults (line 15) | public sealed class ColumnInferenceResults class ColumnInformation (line 49) | public sealed class ColumnInformation method ColumnInformation (line 127) | public ColumnInformation() FILE: src/Microsoft.ML.AutoML/API/ExperimentBase.cs class ExperimentBase (line 18) | public abstract class ExperimentBase method ExperimentBase (line 31) | internal ExperimentBase(MLContext context, method Execute (line 67) | public virtual ExperimentResult Execute(IDataView trainData,... method Execute (line 109) | public virtual ExperimentResult Execute(IDataView trainData,... method GetSamplingKey (line 132) | private string GetSamplingKey(string groupIdColumnName, string samplin... method Execute (line 159) | public virtual ExperimentResult Execute(IDataView trainData,... method Execute (line 187) | public virtual ExperimentResult Execute(IDataView trainData,... method Execute (line 217) | public virtual CrossValidationExperimentResult Execute(IData... method Execute (line 247) | public virtual CrossValidationExperimentResult Execute(IData... method GetBestCrossValRun (line 268) | private protected abstract CrossValidationRunDetail GetBestC... method GetBestRun (line 270) | private protected abstract RunDetail GetBestRun(IEnumerable<... method ExecuteTrainValidate (line 272) | private ExperimentResult ExecuteTrainValidate(IDataView trai... method ExecuteCrossVal (line 296) | private CrossValidationExperimentResult ExecuteCrossVal(IDat... method ExecuteCrossValSummary (line 323) | private ExperimentResult ExecuteCrossValSummary(IDataView[] ... method Execute (line 342) | private ExperimentResult Execute(ColumnInformation columnInfo, method ApplyPreFeaturizerCrossVal (line 358) | private static (IDataView[] trainDatasets, IDataView[] validDatasets, ... FILE: src/Microsoft.ML.AutoML/API/ExperimentResults/CrossValidationExperimentResult.cs class CrossValidationExperimentResult (line 14) | public class CrossValidationExperimentResult method CrossValidationExperimentResult (line 33) | internal CrossValidationExperimentResult(IEnumerable method ExperimentResult (line 33) | internal ExperimentResult(IEnumerable> runDetails, FILE: src/Microsoft.ML.AutoML/API/ExperimentSettings.cs class ExperimentSettings (line 14) | public abstract class ExperimentSettings method ExperimentSettings (line 67) | public ExperimentSettings() type CacheBeforeTrainer (line 82) | public enum CacheBeforeTrainer FILE: src/Microsoft.ML.AutoML/API/InferenceException.cs type InferenceExceptionType (line 12) | public enum InferenceExceptionType class InferenceException (line 28) | public sealed class InferenceException : Exception method InferenceException (line 35) | internal InferenceException(InferenceExceptionType inferenceType, stri... method InferenceException (line 40) | internal InferenceException(InferenceExceptionType inferenceType, stri... FILE: src/Microsoft.ML.AutoML/API/MLContextExtension.cs class MLContextExtension (line 10) | public static class MLContextExtension method Auto (line 17) | public static AutoCatalog Auto(this MLContext mlContext) FILE: src/Microsoft.ML.AutoML/API/MulticlassClassificationExperiment.cs class MulticlassExperimentSettings (line 23) | public sealed class MulticlassExperimentSettings : ExperimentSettings method MulticlassExperimentSettings (line 42) | public MulticlassExperimentSettings() type MulticlassClassificationMetric (line 52) | public enum MulticlassClassificationMetric type MulticlassClassificationTrainer (line 83) | public enum MulticlassClassificationTrainer class MulticlassClassificationExperiment (line 125) | public sealed class MulticlassClassificationExperiment : ExperimentBase<... method MulticlassClassificationExperiment (line 131) | internal MulticlassClassificationExperiment(MLContext context, Multicl... method Execute (line 148) | public override ExperimentResult Exec... method Execute (line 199) | public override ExperimentResult Exec... method Execute (line 235) | public override ExperimentResult Exec... method Execute (line 245) | public override ExperimentResult Exec... method Execute (line 256) | public override CrossValidationExperimentResult ... method CreateMulticlassClassificationPipeline (line 314) | private SweepablePipeline CreateMulticlassClassificationPipeline(IData... class MulticlassClassificationRunner (line 341) | internal class MulticlassClassificationRunner : ITrialRunner method MulticlassClassificationRunner (line 350) | public MulticlassClassificationRunner(IMLContextManager contextManager... method Run (line 360) | public TrialResult Run(TrialSettings settings) method RunAsync (line 426) | public Task RunAsync(TrialSettings settings, Cancellation... method GetMetric (line 448) | private double GetMetric(MulticlassClassificationMetric metric, Multic... method Dispose (line 461) | public void Dispose() FILE: src/Microsoft.ML.AutoML/API/Pipeline.cs class Pipeline (line 9) | internal class Pipeline method Pipeline (line 14) | public Pipeline(PipelineNode[] nodes, bool cacheBeforeTrainer = false) method Pipeline (line 21) | internal Pipeline() method ToEstimator (line 25) | public IEstimator ToEstimator(MLContext context) class PipelineNode (line 32) | internal class PipelineNode method PipelineNode (line 40) | public PipelineNode(string name, PipelineNodeType nodeType, method PipelineNode (line 51) | public PipelineNode(string name, PipelineNodeType nodeType, method PipelineNode (line 57) | public PipelineNode(string name, PipelineNodeType nodeType, method PipelineNode (line 64) | internal PipelineNode() type PipelineNodeType (line 69) | internal enum PipelineNodeType class CustomProperty (line 75) | internal class CustomProperty method CustomProperty (line 80) | public CustomProperty(string name, IDictionary propert... method CustomProperty (line 86) | internal CustomProperty() class PipelineScore (line 91) | internal class PipelineScore method PipelineScore (line 103) | internal PipelineScore(Pipeline pipeline, double score, bool runSuccee... FILE: src/Microsoft.ML.AutoML/API/RankingExperiment.cs class RankingExperimentSettings (line 14) | public sealed class RankingExperimentSettings : ExperimentSettings method RankingExperimentSettings (line 41) | public RankingExperimentSettings() type RankingMetric (line 48) | public enum RankingMetric type RankingTrainer (line 62) | public enum RankingTrainer class RankingExperimentResultExtensions (line 77) | public static class RankingExperimentResultExtensions method Best (line 86) | public static RunDetail Best(this IEnumerable Best(this IEnum... class RankingExperiment (line 117) | public sealed class RankingExperiment : ExperimentBase Ge... method GetBestRun (line 134) | private protected override RunDetail GetBestRun(IEnume... FILE: src/Microsoft.ML.AutoML/API/RecommendationExperiment.cs class RecommendationExperimentSettings (line 15) | public sealed class RecommendationExperimentSettings : ExperimentSettings method RecommendationExperimentSettings (line 32) | public RecommendationExperimentSettings() type RecommendationTrainer (line 42) | public enum RecommendationTrainer class RecommendationExperiment (line 56) | public sealed class RecommendationExperiment : ExperimentBase... method GetBestRun (line 73) | private protected override RunDetail GetBestRun(IEn... FILE: src/Microsoft.ML.AutoML/API/RegressionExperiment.cs class RegressionExperimentSettings (line 23) | public sealed class RegressionExperimentSettings : ExperimentSettings method RegressionExperimentSettings (line 42) | public RegressionExperimentSettings() type RegressionMetric (line 52) | public enum RegressionMetric type RegressionTrainer (line 78) | public enum RegressionTrainer class RegressionExperiment (line 120) | public sealed class RegressionExperiment : ExperimentBase Execute(IDataView ... method Execute (line 194) | public override ExperimentResult Execute(IDataView ... method Execute (line 229) | public override ExperimentResult Execute(IDataView ... method Execute (line 239) | public override ExperimentResult Execute(IDataView ... method Execute (line 250) | public override CrossValidationExperimentResult Exe... method Execute (line 286) | public override CrossValidationExperimentResult Exe... method CreateRegressionPipeline (line 297) | private SweepablePipeline CreateRegressionPipeline(IDataView trainData... method GetBestCrossValRun (line 318) | private protected override CrossValidationRunDetail... method GetBestRun (line 323) | private protected override RunDetail GetBestRun(IEn... class RegressionExperimentResultExtensions (line 332) | public static class RegressionExperimentResultExtensions method Best (line 340) | public static RunDetail Best(this IEnumerable Best(this IE... class RegressionTrialRunner (line 361) | internal class RegressionTrialRunner : ITrialRunner method RegressionTrialRunner (line 370) | public RegressionTrialRunner(IMLContextManager contextManager, IDatase... method RunAsync (line 380) | public Task RunAsync(TrialSettings settings, Cancellation... method Dispose (line 463) | public void Dispose() method GetMetric (line 469) | private double GetMetric(RegressionMetric metric, RegressionMetrics me... FILE: src/Microsoft.ML.AutoML/API/RunDetails/CrossValidationRunDetail.cs class CrossValidationRunDetail (line 19) | public sealed class CrossValidationRunDetail : RunDetail method CrossValidationRunDetail (line 26) | internal CrossValidationRunDetail(string trainerName, class TrainResult (line 39) | public sealed class TrainResult method TrainResult (line 68) | internal TrainResult(ModelContainer modelContainer, FILE: src/Microsoft.ML.AutoML/API/RunDetails/RunDetail.cs class RunDetail (line 19) | public sealed class RunDetail : RunDetail method RunDetail (line 52) | internal RunDetail(string trainerName, method RunDetail (line 100) | internal RunDetail(string trainerName, class RunDetail (line 72) | public abstract class RunDetail method RunDetail (line 52) | internal RunDetail(string trainerName, method RunDetail (line 100) | internal RunDetail(string trainerName, FILE: src/Microsoft.ML.AutoML/API/SweepableExtension.cs class SweepableExtension (line 7) | public static class SweepableExtension method Append (line 9) | public static SweepablePipeline Append(this IEstimator e... method Append (line 14) | public static SweepablePipeline Append(this SweepablePipeline pipeline... method Append (line 19) | public static SweepablePipeline Append(this SweepableEstimator estimat... method Append (line 24) | public static SweepablePipeline Append(this SweepableEstimator estimat... method Append (line 29) | public static SweepablePipeline Append(this IEstimator e... method Append (line 37) | public static SweepablePipeline Append(this SweepableEstimator estimat... method Append (line 45) | public static SweepablePipeline Append(this IEstimator e... FILE: src/Microsoft.ML.AutoML/AutoMLExperiment/AutoMLExperiment.cs class AutoMLExperiment (line 31) | public class AutoMLExperiment method AutoMLExperiment (line 40) | public AutoMLExperiment(MLContext context, AutoMLExperimentSettings se... method InitializeServiceCollection (line 59) | private void InitializeServiceCollection() method SetTrainingTimeInSeconds (line 77) | public AutoMLExperiment SetTrainingTimeInSeconds(uint trainingTimeInSe... method SetMaxModelToExplore (line 91) | public AutoMLExperiment SetMaxModelToExplore(int maxModel) method SetMaximumMemoryUsageInMegaByte (line 106) | public AutoMLExperiment SetMaximumMemoryUsageInMegaByte(double value =... method AddSearchSpace (line 113) | public AutoMLExperiment AddSearchSpace(string key, SearchSpace.SearchS... method SetMonitor (line 120) | public AutoMLExperiment SetMonitor(TMonitor monitor) method SetMonitor (line 128) | public AutoMLExperiment SetMonitor() method SetMonitor (line 136) | public AutoMLExperiment SetMonitor(Func(TTrialRunner runner) method SetTrialRunner (line 152) | public AutoMLExperiment SetTrialRunner(Func() method SetTuner (line 168) | public AutoMLExperiment SetTuner(TTuner proposer) method SetTuner (line 174) | public AutoMLExperiment SetTuner(Func() method Run (line 202) | public TrialResult Run() method RunAsync (line 214) | public async Task RunAsync(CancellationToken ct = default) method ValidateSettings (line 353) | private void ValidateSettings() class AutoMLExperimentSettings (line 359) | public class AutoMLExperimentSettings : ExperimentSettings FILE: src/Microsoft.ML.AutoML/AutoMLExperiment/IDatasetManager.cs type IDatasetManager (line 14) | public interface IDatasetManager type ICrossValidateDatasetManager (line 21) | public interface ICrossValidateDatasetManager : IDatasetManager type ITrainValidateDatasetManager (line 39) | public interface ITrainValidateDatasetManager : IDatasetManager method LoadTrainDataset (line 41) | IDataView LoadTrainDataset(MLContext context, TrialSettings? settings); method LoadValidateDataset (line 43) | IDataView LoadValidateDataset(MLContext context, TrialSettings? settin... class TrainValidateDatasetManager (line 46) | internal class TrainValidateDatasetManager : IDatasetManager, ITrainVali... method TrainValidateDatasetManager (line 53) | public TrainValidateDatasetManager(IDataView trainDataset, IDataView v... method LoadTrainDataset (line 68) | public IDataView LoadTrainDataset(MLContext context, TrialSettings? se... method LoadValidateDataset (line 97) | public IDataView LoadValidateDataset(MLContext context, TrialSettings?... method InitializeTrainDataset (line 102) | private void InitializeTrainDataset(MLContext context) class CrossValidateDatasetManager (line 108) | internal class CrossValidateDatasetManager : IDatasetManager, ICrossVali... method CrossValidateDatasetManager (line 110) | public CrossValidateDatasetManager(IDataView dataset, int fold, string... FILE: src/Microsoft.ML.AutoML/AutoMLExperiment/IMLContextManager.cs type IMLContextManager (line 15) | internal interface IMLContextManager method CreateMLContext (line 17) | MLContext CreateMLContext(); class DefaultMLContextManager (line 23) | internal class DefaultMLContextManager : IMLContextManager method DefaultMLContextManager (line 28) | public DefaultMLContextManager(MLContext mainContext, string? channelN... method CreateMLContext (line 34) | public MLContext CreateMLContext() FILE: src/Microsoft.ML.AutoML/AutoMLExperiment/IMetricManager.cs type IMetricManager (line 12) | public interface IMetricManager type IEvaluateMetricManager (line 19) | public interface IEvaluateMetricManager : IMetricManager method Evaluate (line 21) | double Evaluate(MLContext context, IDataView eval); class BinaryMetricManager (line 24) | internal class BinaryMetricManager : IEvaluateMetricManager method BinaryMetricManager (line 26) | public BinaryMetricManager(BinaryClassificationMetric metric, string l... method Evaluate (line 54) | public double Evaluate(MLContext context, IDataView eval) class MultiClassMetricManager (line 73) | internal class MultiClassMetricManager : IEvaluateMetricManager method Evaluate (line 93) | public double Evaluate(MLContext context, IDataView eval) class RegressionMetricManager (line 109) | internal class RegressionMetricManager : IEvaluateMetricManager method Evaluate (line 128) | public double Evaluate(MLContext context, IDataView eval) FILE: src/Microsoft.ML.AutoML/AutoMLExperiment/IMonitor.cs type IMonitor (line 14) | public interface IMonitor method ReportCompletedTrial (line 16) | void ReportCompletedTrial(TrialResult result); method ReportBestTrial (line 18) | void ReportBestTrial(TrialResult result); method ReportFailTrial (line 20) | void ReportFailTrial(TrialSettings settings, Exception exception = null); method ReportRunningTrial (line 22) | void ReportRunningTrial(TrialSettings settings); class MLContextMonitor (line 28) | internal class MLContextMonitor : IMonitor method MLContextMonitor (line 34) | public MLContextMonitor(IChannel logger, SweepablePipeline pipeline) method ReportBestTrial (line 41) | public virtual void ReportBestTrial(TrialResult result) method ReportCompletedTrial (line 46) | public virtual void ReportCompletedTrial(TrialResult result) method ReportFailTrial (line 59) | public virtual void ReportFailTrial(TrialSettings settings, Exception ... method ReportRunningTrial (line 65) | public virtual void ReportRunningTrial(TrialSettings setting) class TrialResultMonitor (line 71) | internal class TrialResultMonitor : MLContextMonitor method TrialResultMonitor (line 74) | public TrialResultMonitor(IChannel channel, SweepablePipeline pipeline) method ReportBestTrial (line 86) | public override void ReportBestTrial(TrialResult result) method ReportCompletedTrial (line 99) | public override void ReportCompletedTrial(TrialResult result) method ReportFailTrial (line 113) | public override void ReportFailTrial(TrialSettings settings, Exception... FILE: src/Microsoft.ML.AutoML/AutoMLExperiment/IPerformanceMonitor.cs type IPerformanceMonitor (line 19) | public interface IPerformanceMonitor : IDisposable method Start (line 21) | void Start(); method Pause (line 23) | void Pause(); method Stop (line 25) | void Stop(); method GetPeakMemoryUsageInMegaByte (line 27) | double? GetPeakMemoryUsageInMegaByte(); method GetPeakCpuUsage (line 29) | double? GetPeakCpuUsage(); method OnPerformanceMetricsUpdatedHandler (line 34) | void OnPerformanceMetricsUpdatedHandler(TrialSettings trialSettings, T... class DefaultPerformanceMonitor (line 40) | public class DefaultPerformanceMonitor : IPerformanceMonitor method DefaultPerformanceMonitor (line 50) | public DefaultPerformanceMonitor(AutoMLExperiment.AutoMLExperimentSett... method Dispose (line 61) | public void Dispose() method GetPeakCpuUsage (line 66) | public double? GetPeakCpuUsage() method GetPeakMemoryUsageInMegaByte (line 71) | public double? GetPeakMemoryUsageInMegaByte() method Start (line 76) | public void Start() method Pause (line 93) | public void Pause() method Stop (line 98) | public void Stop() method OnCheckCpuAndMemoryUsage (line 107) | private void OnCheckCpuAndMemoryUsage(object source, ElapsedEventArgs e) method SampleCpuAndMemoryUsage (line 112) | private void SampleCpuAndMemoryUsage() method OnPerformanceMetricsUpdatedHandler (line 147) | public virtual void OnPerformanceMetricsUpdatedHandler(TrialSettings t... FILE: src/Microsoft.ML.AutoML/AutoMLExperiment/IStopTrainingManager.cs type IStopTrainingManager (line 15) | internal interface IStopTrainingManager method IsStopTrainingRequested (line 17) | bool IsStopTrainingRequested(); method Update (line 19) | void Update(TrialResult result); class CancellationTokenStopTrainingManager (line 24) | internal class CancellationTokenStopTrainingManager : IStopTrainingManager method CancellationTokenStopTrainingManager (line 30) | public CancellationTokenStopTrainingManager(CancellationToken ct, ICha... method IsStopTrainingRequested (line 41) | public bool IsStopTrainingRequested() method Update (line 51) | public void Update(TrialResult result) class TimeoutTrainingStopManager (line 57) | internal class TimeoutTrainingStopManager : IStopTrainingManager method TimeoutTrainingStopManager (line 64) | public TimeoutTrainingStopManager(TimeSpan timeoutInSeconds, IChannel?... method IsStopTrainingRequested (line 75) | public bool IsStopTrainingRequested() method Update (line 80) | public void Update(TrialResult result) class MaxModelStopManager (line 86) | internal class MaxModelStopManager : IStopTrainingManager method MaxModelStopManager (line 92) | public MaxModelStopManager(int maxModel, IChannel? channel) method IsStopTrainingRequested (line 97) | public bool IsStopTrainingRequested() method Update (line 102) | public void Update(TrialResult result) class AggregateTrainingStopManager (line 115) | internal class AggregateTrainingStopManager : IStopTrainingManager method AggregateTrainingStopManager (line 121) | public AggregateTrainingStopManager(IChannel? channel, params IStopTra... method IsStopTrainingRequested (line 133) | public bool IsStopTrainingRequested() method AddTrainingStopManager (line 138) | public void AddTrainingStopManager(IStopTrainingManager manager) method RemoveTrainingStopManagerIfExist (line 150) | public void RemoveTrainingStopManagerIfExist(IStopTrainingManager mana... method Update (line 158) | public void Update(TrialResult result) FILE: src/Microsoft.ML.AutoML/AutoMLExperiment/ITrialResultManager.cs type ITrialResultManager (line 19) | internal interface ITrialResultManager method GetAllTrialResults (line 21) | IEnumerable GetAllTrialResults(); method AddOrUpdateTrialResult (line 23) | void AddOrUpdateTrialResult(TrialResult result); method Save (line 25) | void Save(); class CsvTrialResultManager (line 31) | internal class CsvTrialResultManager : ITrialResultManager method CsvTrialResultManager (line 39) | public CsvTrialResultManager(string filePath, SearchSpace.SearchSpace ... method AddOrUpdateTrialResult (line 59) | public void AddOrUpdateTrialResult(TrialResult result) method GetAllTrialResults (line 69) | public IEnumerable GetAllTrialResults() method Save (line 77) | public void Save() method LoadFromCsvFile (line 128) | private IEnumerable LoadFromCsvFile(string filePath) FILE: src/Microsoft.ML.AutoML/AutoMLExperiment/Runner/ITrialRunner.cs type ITrialRunner (line 17) | public interface ITrialRunner : IDisposable method RunAsync (line 19) | Task RunAsync(TrialSettings settings, CancellationToken ct); FILE: src/Microsoft.ML.AutoML/AutoMLExperiment/Runner/SweepablePipelineRunner.cs class SweepablePipelineRunner (line 18) | internal class SweepablePipelineRunner : ITrialRunner method SweepablePipelineRunner (line 26) | public SweepablePipelineRunner(MLContext context, SweepablePipeline pi... method Run (line 35) | public TrialResult Run(TrialSettings settings) method RunAsync (line 94) | public Task RunAsync(TrialSettings settings, Cancellation... method Dispose (line 116) | public void Dispose() FILE: src/Microsoft.ML.AutoML/AutoMLExperiment/TrialPerformanceMetrics.cs class TrialPerformanceMetrics (line 14) | public class TrialPerformanceMetrics FILE: src/Microsoft.ML.AutoML/AutoMLExperiment/TrialResult.cs class TrialResult (line 15) | public class TrialResult : IEqualityComparer method Equals (line 37) | public bool Equals(TrialResult x, TrialResult y) method GetHashCode (line 45) | public int GetHashCode(TrialResult obj) class TrialResult (line 54) | internal class TrialResult : TrialResult method Equals (line 37) | public bool Equals(TrialResult x, TrialResult y) method GetHashCode (line 45) | public int GetHashCode(TrialResult obj) class FairnessTrialResult (line 70) | public class FairnessTrialResult : TrialResult FILE: src/Microsoft.ML.AutoML/AutoMLExperiment/TrialSettings.cs class TrialSettings (line 16) | public class TrialSettings FILE: src/Microsoft.ML.AutoML/AutoMlUtils.cs class AutoMlUtils (line 11) | internal static class AutoMlUtils method GetNumberOfThreadFromEnvrionment (line 20) | public static int? GetNumberOfThreadFromEnvrionment() method CreateInputOutputColumnPairsFromStrings (line 32) | public static InputOutputColumnPair[] CreateInputOutputColumnPairsFrom... FILE: src/Microsoft.ML.AutoML/ColumnInference/ColumnGroupingInference.cs class ColumnGroupingInference (line 19) | internal static class ColumnGroupingInference class GroupingColumn (line 25) | public class GroupingColumn method GroupingColumn (line 32) | public GroupingColumn(string name, DataKind kind, ColumnPurpose purp... method GenerateTextLoaderColumn (line 40) | public TextLoader.Column GenerateTextLoaderColumn() method InferGroupingAndNames (line 56) | public static GroupingColumn[] InferGroupingAndNames(MLContext env, bo... method GetPurposeGroupId (line 85) | private static int GetPurposeGroupId(int columnIndex, ColumnPurpose pu... method GetName (line 94) | private static string GetName(DataKind itemKind, ColumnPurpose purpose... method GetPurposeName (line 108) | private static string GetPurposeName(ColumnPurpose purpose, DataKind i... method GetRanges (line 131) | private static Range[] GetRanges(int[] indices) FILE: src/Microsoft.ML.AutoML/ColumnInference/ColumnInferenceApi.cs class ColumnInferenceApi (line 11) | internal static class ColumnInferenceApi method InferColumns (line 13) | public static ColumnInferenceResults InferColumns(MLContext context, s... method InferColumns (line 31) | public static ColumnInferenceResults InferColumns(MLContext context, s... method InferColumns (line 38) | public static ColumnInferenceResults InferColumns(MLContext context, s... method InferColumns (line 47) | public static ColumnInferenceResults InferColumns(MLContext context, s... method InferSplit (line 107) | private static TextFileContents.ColumnSplitResult InferSplit(MLContext... method InferColumnTypes (line 133) | private static ColumnTypeInference.InferenceResult InferColumnTypes(ML... FILE: src/Microsoft.ML.AutoML/ColumnInference/ColumnInferenceValidationUtil.cs class ColumnInferenceValidationUtil (line 9) | internal static class ColumnInferenceValidationUtil method ValidateSpecifiedColumnsExist (line 14) | public static void ValidateSpecifiedColumnsExist(ColumnInformation col... FILE: src/Microsoft.ML.AutoML/ColumnInference/ColumnInformationUtil.cs class ColumnInformationUtil (line 10) | internal static class ColumnInformationUtil method GetColumnPurpose (line 12) | internal static ColumnPurpose? GetColumnPurpose(this ColumnInformation... method BuildColumnInfo (line 72) | internal static ColumnInformation BuildColumnInfo(IEnumerable<(string ... method BuildColumnInfo (line 119) | public static ColumnInformation BuildColumnInfo(IEnumerable GetColumnNames(ColumnInformation col... method CountColumnsByPurpose (line 145) | public static IDictionary CountColumnsByPurpose(Co... method AddStringsToListIfNotNull (line 163) | private static void AddStringsToListIfNotNull(List list, IEnum... method AddStringToListIfNotNull (line 171) | private static void AddStringToListIfNotNull(List list, string... FILE: src/Microsoft.ML.AutoML/ColumnInference/ColumnPurpose.cs type ColumnPurpose (line 7) | internal enum ColumnPurpose FILE: src/Microsoft.ML.AutoML/ColumnInference/ColumnTypeInference.cs class ColumnTypeInference (line 18) | internal static class ColumnTypeInference class Arguments (line 25) | internal sealed class Arguments method Arguments (line 37) | public Arguments() class IntermediateColumn (line 43) | private class IntermediateColumn method IntermediateColumn (line 67) | public IntermediateColumn(ReadOnlyMemory[] data, int columnId) method HasAllBooleanValues (line 77) | public bool HasAllBooleanValues() class Column (line 95) | public class Column method Column (line 102) | public Column(int columnIndex, string suggestedName, PrimitiveDataVi... type InferenceResult (line 110) | public readonly struct InferenceResult method InferenceResult (line 117) | private InferenceResult(bool isSuccess, Column[] columns, bool hasHe... method Success (line 125) | public static InferenceResult Success(Column[] columns, bool hasHead... method Fail (line 130) | public static InferenceResult Fail() type ITypeInferenceExpert (line 136) | private interface ITypeInferenceExpert method Apply (line 138) | void Apply(IntermediateColumn[] columns); class Experts (line 148) | private static class Experts class BooleanValues (line 150) | internal sealed class BooleanValues : ITypeInferenceExpert method Apply (line 152) | public void Apply(IntermediateColumn[] columns) class AllNumericValues (line 172) | internal sealed class AllNumericValues : ITypeInferenceExpert method Apply (line 174) | public void Apply(IntermediateColumn[] columns) class EverythingText (line 197) | internal sealed class EverythingText : ITypeInferenceExpert method Apply (line 199) | public void Apply(IntermediateColumn[] columns) method IsLookLikeHeader (line 211) | private bool? IsLookLikeHeader(ReadOnlyMemory value) method GetExperts (line 228) | private static IEnumerable GetExperts() method InferTextFileColumnTypes (line 240) | public static InferenceResult InferTextFileColumnTypes(MLContext conte... method InferTextFileColumnTypesCore (line 245) | private static InferenceResult InferTextFileColumnTypesCore(MLContext ... method SuggestName (line 373) | private static string SuggestName(IntermediateColumn column, bool hasH... method GetAndValidateLabelColumn (line 379) | private static IntermediateColumn GetAndValidateLabelColumn(Arguments ... method GenerateLoaderColumns (line 404) | public static TextLoader.Column[] GenerateLoaderColumns(Column[] columns) FILE: src/Microsoft.ML.AutoML/ColumnInference/PurposeInference.cs class PurposeInference (line 16) | internal static class PurposeInference class Column (line 20) | public class Column method Column (line 25) | public Column(int columnIndex, ColumnPurpose purpose) type IPurposeInferenceExpert (line 39) | private interface IPurposeInferenceExpert method Apply (line 41) | void Apply(IntermediateColumn[] columns); class IntermediateColumn (line 44) | private class IntermediateColumn method IntermediateColumn (line 69) | public IntermediateColumn(IDataView data, int columnId, ColumnPurpos... method GetColumn (line 78) | public Column GetColumn() method GetColumnData (line 83) | public IReadOnlyList> GetColumnData() class Experts (line 111) | private static class Experts class TextClassification (line 113) | internal sealed class TextClassification : IPurposeInferenceExpert method Apply (line 115) | public void Apply(IntermediateColumn[] columns) class NumericAreFeatures (line 166) | internal sealed class NumericAreFeatures : IPurposeInferenceExpert method Apply (line 168) | public void Apply(IntermediateColumn[] columns) class BooleanProcessing (line 180) | internal sealed class BooleanProcessing : IPurposeInferenceExpert method Apply (line 182) | public void Apply(IntermediateColumn[] columns) class TextArraysAreText (line 194) | internal sealed class TextArraysAreText : IPurposeInferenceExpert method Apply (line 196) | public void Apply(IntermediateColumn[] columns) class IgnoreEverythingElse (line 208) | internal sealed class IgnoreEverythingElse : IPurposeInferenceExpert method Apply (line 210) | public void Apply(IntermediateColumn[] columns) method GetExperts (line 221) | private static IEnumerable GetExperts() method InferPurposes (line 241) | public static PurposeInference.Column[] InferPurposes(MLContext contex... FILE: src/Microsoft.ML.AutoML/ColumnInference/TextFileContents.cs class TextFileContents (line 16) | internal static class TextFileContents class ColumnSplitResult (line 18) | public class ColumnSplitResult method ColumnSplitResult (line 28) | public ColumnSplitResult(bool isSuccess, char? separator, bool allow... method TrySplitColumns (line 51) | public static ColumnSplitResult TrySplitColumns(MLContext context, IMu... method TryParseFile (line 86) | private static bool TryParseFile(MLContext context, TextLoader.Options... FILE: src/Microsoft.ML.AutoML/ColumnInference/TextFileSample.cs class TextFileSample (line 16) | internal sealed class TextFileSample : IMultiStreamSource method TextFileSample (line 32) | private TextFileSample(byte[] buffer, long? fullFileSize, long? lineCo... method GetPathOrNull (line 55) | public string GetPathOrNull(int index) method Open (line 61) | public Stream Open(int index) method OpenTextReader (line 67) | public TextReader OpenTextReader(int index) method CreateFromFullFile (line 74) | public static TextFileSample CreateFromFullFile(string path) method CreateFromFullStream (line 93) | public static TextFileSample CreateFromFullStream(Stream stream) method CreateFromHead (line 162) | private static TextFileSample CreateFromHead(Stream stream) method StitchChunks (line 183) | private static byte[] StitchChunks(bool wholeFile, params byte[][] chu... method IsEncodingOkForSampling (line 218) | private static bool IsEncodingOkForSampling(byte[] buffer) FILE: src/Microsoft.ML.AutoML/DatasetDimensions/ColumnDimensions.cs class ColumnDimensions (line 7) | internal class ColumnDimensions method ColumnDimensions (line 12) | public ColumnDimensions(int? cardinality, bool? hasMissing) FILE: src/Microsoft.ML.AutoML/DatasetDimensions/DatasetDimensionsApi.cs class DatasetDimensionsApi (line 9) | internal class DatasetDimensionsApi method CalcColumnDimensions (line 13) | public static ColumnDimensions[] CalcColumnDimensions(MLContext contex... FILE: src/Microsoft.ML.AutoML/DatasetDimensions/DatasetDimensionsUtil.cs class DatasetDimensionsUtil (line 12) | internal static class DatasetDimensionsUtil method GetTextColumnCardinality (line 14) | public static int GetTextColumnCardinality(IDataView data, DataViewSch... method HasMissingNumericSingleValue (line 31) | public static bool HasMissingNumericSingleValue(IDataView data, DataVi... method HasMissingNumericVector (line 49) | public static bool HasMissingNumericVector(IDataView data, DataViewSch... method CountRows (line 67) | public static ulong CountRows(IDataView data, ulong maxRows) method IsDataViewEmpty (line 83) | public static bool IsDataViewEmpty(IDataView data) FILE: src/Microsoft.ML.AutoML/EstimatorExtensions/EstimatorExtensionCatalog.cs type EstimatorName (line 10) | internal enum EstimatorName class EstimatorExtensionCatalog (line 28) | internal class EstimatorExtensionCatalog method GetExtension (line 49) | public static IEstimatorExtension GetExtension(EstimatorName estimator... FILE: src/Microsoft.ML.AutoML/EstimatorExtensions/EstimatorExtensions.cs class ColumnConcatenatingExtension (line 9) | internal class ColumnConcatenatingExtension : IEstimatorExtension method CreateInstance (line 11) | public IEstimator CreateInstance(MLContext context, Pipe... method CreateSuggestedTransform (line 16) | public static SuggestedTransform CreateSuggestedTransform(MLContext co... method CreateInstance (line 24) | private static IEstimator CreateInstance(MLContext conte... class ColumnCopyingExtension (line 30) | internal class ColumnCopyingExtension : IEstimatorExtension method CreateInstance (line 32) | public IEstimator CreateInstance(MLContext context, Pipe... method CreateSuggestedTransform (line 37) | public static SuggestedTransform CreateSuggestedTransform(MLContext co... method CreateInstance (line 45) | private static IEstimator CreateInstance(MLContext conte... class KeyToValueMappingExtension (line 51) | internal class KeyToValueMappingExtension : IEstimatorExtension method CreateInstance (line 53) | public IEstimator CreateInstance(MLContext context, Pipe... method CreateSuggestedTransform (line 58) | public static SuggestedTransform CreateSuggestedTransform(MLContext co... method CreateInstance (line 66) | private static IEstimator CreateInstance(MLContext conte... class HashingExtension (line 72) | internal class HashingExtension : IEstimatorExtension method CreateInstance (line 74) | public IEstimator CreateInstance(MLContext context, Pipe... method CreateSuggestedTransform (line 79) | public static SuggestedTransform CreateSuggestedTransform(MLContext co... method CreateInstance (line 87) | private static IEstimator CreateInstance(MLContext conte... class MissingValueIndicatingExtension (line 93) | internal class MissingValueIndicatingExtension : IEstimatorExtension method CreateInstance (line 95) | public IEstimator CreateInstance(MLContext context, Pipe... method CreateSuggestedTransform (line 100) | public static SuggestedTransform CreateSuggestedTransform(MLContext co... method CreateInstance (line 108) | private static IEstimator CreateInstance(MLContext conte... class MissingValueReplacingExtension (line 120) | internal class MissingValueReplacingExtension : IEstimatorExtension method CreateInstance (line 122) | public IEstimator CreateInstance(MLContext context, Pipe... method CreateSuggestedTransform (line 127) | public static SuggestedTransform CreateSuggestedTransform(MLContext co... method CreateInstance (line 135) | private static IEstimator CreateInstance(MLContext conte... class NormalizingExtension (line 147) | internal class NormalizingExtension : IEstimatorExtension method CreateInstance (line 149) | public IEstimator CreateInstance(MLContext context, Pipe... method CreateSuggestedTransform (line 154) | public static SuggestedTransform CreateSuggestedTransform(MLContext co... method CreateInstance (line 162) | private static IEstimator CreateInstance(MLContext conte... class OneHotEncodingExtension (line 168) | internal class OneHotEncodingExtension : IEstimatorExtension method CreateInstance (line 170) | public IEstimator CreateInstance(MLContext context, Pipe... method CreateSuggestedTransform (line 175) | public static SuggestedTransform CreateSuggestedTransform(MLContext co... method CreateInstance (line 183) | public static IEstimator CreateInstance(MLContext contex... class OneHotHashEncodingExtension (line 194) | internal class OneHotHashEncodingExtension : IEstimatorExtension method CreateInstance (line 196) | public IEstimator CreateInstance(MLContext context, Pipe... method CreateSuggestedTransform (line 201) | public static SuggestedTransform CreateSuggestedTransform(MLContext co... method CreateSuggestedTransform (line 206) | public static SuggestedTransform CreateSuggestedTransform(MLContext co... method CreateInstance (line 214) | private static IEstimator CreateInstance(MLContext conte... class TextFeaturizingExtension (line 225) | internal class TextFeaturizingExtension : IEstimatorExtension method CreateInstance (line 227) | public IEstimator CreateInstance(MLContext context, Pipe... method CreateSuggestedTransform (line 232) | public static SuggestedTransform CreateSuggestedTransform(MLContext co... method CreateInstance (line 240) | private static IEstimator CreateInstance(MLContext conte... class TypeConvertingExtension (line 246) | internal class TypeConvertingExtension : IEstimatorExtension method CreateInstance (line 248) | public IEstimator CreateInstance(MLContext context, Pipe... method CreateSuggestedTransform (line 253) | public static SuggestedTransform CreateSuggestedTransform(MLContext co... method CreateInstance (line 261) | private static IEstimator CreateInstance(MLContext conte... class ValueToKeyMappingExtension (line 272) | internal class ValueToKeyMappingExtension : IEstimatorExtension method CreateInstance (line 274) | public IEstimator CreateInstance(MLContext context, Pipe... method CreateSuggestedTransform (line 279) | public static SuggestedTransform CreateSuggestedTransform(MLContext co... method CreateInstance (line 288) | private static IEstimator CreateInstance(MLContext conte... class RawByteImageLoading (line 294) | internal class RawByteImageLoading : IEstimatorExtension method CreateInstance (line 297) | public IEstimator CreateInstance(MLContext context, Pipe... method CreateSuggestedTransform (line 302) | public static SuggestedTransform CreateSuggestedTransform(MLContext co... method CreateInstance (line 313) | private static IEstimator CreateInstance(MLContext conte... class ImageLoading (line 319) | internal class ImageLoading : IEstimatorExtension method CreateInstance (line 322) | public IEstimator CreateInstance(MLContext context, Pipe... method CreateSuggestedTransform (line 327) | public static SuggestedTransform CreateSuggestedTransform(MLContext co... method CreateInstance (line 338) | private static IEstimator CreateInstance(MLContext conte... FILE: src/Microsoft.ML.AutoML/EstimatorExtensions/IEstimatorExtension.cs type IEstimatorExtension (line 7) | internal interface IEstimatorExtension method CreateInstance (line 9) | IEstimator CreateInstance(MLContext context, PipelineNod... FILE: src/Microsoft.ML.AutoML/Experiment/Experiment.cs class Experiment (line 16) | internal class Experiment where TRunDetail : RunDe... method Experiment (line 40) | public Experiment(MLContext context, method MaxExperimentTimeExpiredEvent (line 66) | private void MaxExperimentTimeExpiredEvent(object state) method MainContextCanceledEvent (line 79) | private void MainContextCanceledEvent(object state) method RelayCurrentContextLogsToLogger (line 92) | private void RelayCurrentContextLogsToLogger(object sender, LoggingEve... method Execute (line 115) | public IList Execute() method GetModelDirectory (line 223) | private static DirectoryInfo GetModelDirectory(string tempDirectory, s... method ReportProgress (line 239) | private void ReportProgress(TRunDetail iterationResult) method WriteIterationLog (line 251) | private void WriteIterationLog(SuggestedPipeline pipeline, SuggestedPi... FILE: src/Microsoft.ML.AutoML/Experiment/MetricsAgents/BinaryMetricsAgent.cs class BinaryMetricsAgent (line 9) | internal class BinaryMetricsAgent : IMetricsAgent method GetScore (line 9) | double GetScore(T metrics); method IsModelPerfect (line 11) | bool IsModelPerfect(double score); method EvaluateMetrics (line 14) | T EvaluateMetrics(IDataView data, string labelColumn, string groupId); FILE: src/Microsoft.ML.AutoML/Experiment/MetricsAgents/MetricsAgentUtil.cs class MetricsAgentUtil (line 9) | internal static class MetricsAgentUtil method BuildMetricNotSupportedException (line 11) | public static NotSupportedException BuildMetricNotSupportedException method RankingMetricsAgent (line 17) | public RankingMetricsAgent(MLContext mlContext, RankingMetric metric, ... method GetScore (line 32) | public double GetScore(RankingMetrics metrics) method IsModelPerfect (line 51) | public bool IsModelPerfect(double score) method EvaluateMetrics (line 69) | public RankingMetrics EvaluateMetrics(IDataView data, string labelColu... FILE: src/Microsoft.ML.AutoML/Experiment/MetricsAgents/RegressionMetricsAgent.cs class RegressionMetricsAgent (line 9) | internal class RegressionMetricsAgent : IMetricsAgent method RegressionMetricsAgent (line 14) | public RegressionMetricsAgent(MLContext mlContext, RegressionMetric op... method GetScore (line 20) | public double GetScore(RegressionMetrics metrics) method IsModelPerfect (line 42) | public bool IsModelPerfect(double score) method EvaluateMetrics (line 64) | public RegressionMetrics EvaluateMetrics(IDataView data, string labelC... FILE: src/Microsoft.ML.AutoML/Experiment/ModelContainer.cs class ModelContainer (line 9) | internal class ModelContainer method ModelContainer (line 15) | internal ModelContainer(MLContext mlContext, ITransformer model) method ModelContainer (line 21) | internal ModelContainer(MLContext mlContext, FileInfo fileInfo, ITrans... method GetModel (line 33) | public ITransformer GetModel() FILE: src/Microsoft.ML.AutoML/Experiment/OptimizingMetricInfo.cs class OptimizingMetricInfo (line 9) | internal sealed class OptimizingMetricInfo method OptimizingMetricInfo (line 29) | public OptimizingMetricInfo(RegressionMetric regressionMetric) method OptimizingMetricInfo (line 34) | public OptimizingMetricInfo(BinaryClassificationMetric binaryMetric) method OptimizingMetricInfo (line 39) | public OptimizingMetricInfo(MulticlassClassificationMetric multiMetric) method OptimizingMetricInfo (line 44) | public OptimizingMetricInfo(RankingMetric rankingMetric) FILE: src/Microsoft.ML.AutoML/Experiment/RecipeInference.cs class RecipeInference (line 9) | internal static class RecipeInference method AllowedTrainers (line 15) | public static IEnumerable AllowedTrainers(MLContext ... FILE: src/Microsoft.ML.AutoML/Experiment/Runners/CrossValRunner.cs class CrossValRunner (line 12) | internal class CrossValRunner : IRunner scores) FILE: src/Microsoft.ML.AutoML/Experiment/Runners/CrossValSummaryRunner.cs class CrossValSummaryRunner (line 14) | internal class CrossValSummaryRunner : IRunner metric... method GetAverageOfNonNaNScoresInNestedEnumerable (line 160) | private static double[] GetAverageOfNonNaNScoresInNestedEnumerable(IEn... method GetAverageOfNonNaNScores (line 183) | private static double GetAverageOfNonNaNScores(IEnumerable res... method GetIndexClosestToAverage (line 196) | private static int GetIndexClosestToAverage(IEnumerable values... FILE: src/Microsoft.ML.AutoML/Experiment/Runners/IRunner.cs type IRunner (line 9) | internal interface IRunner where TRunDetail : RunDetail method Run (line 11) | (SuggestedPipelineRunDetail suggestedPipelineRunDetail, TRunDetail run... FILE: src/Microsoft.ML.AutoML/Experiment/Runners/RunnerUtil.cs class RunnerUtil (line 11) | internal static class RunnerUtil method TrainAndScorePipeline (line 13) | public static (ModelContainer model, TMetrics metrics, Exception excep... method GetModelFileInfo (line 54) | public static FileInfo GetModelFileInfo(DirectoryInfo modelDirectory, ... FILE: src/Microsoft.ML.AutoML/Experiment/Runners/TrainValidateRunner.cs class TrainValidateRunner (line 10) | internal class TrainValidateRunner : IRunner> method TrainValidateRunner (line 24) | public TrainValidateRunner(MLContext context, method Run (line 46) | public (SuggestedPipelineRunDetail suggestedPipelineRunDetail, RunDeta... method GetModelFileInfo (line 62) | private static FileInfo GetModelFileInfo(DirectoryInfo modelDirectory,... FILE: src/Microsoft.ML.AutoML/Experiment/SuggestedPipeline.cs class SuggestedPipeline (line 16) | internal class SuggestedPipeline method SuggestedPipeline (line 25) | public SuggestedPipeline(IEnumerable transforms, method ToString (line 38) | public override string ToString() => $"{string.Join(" ", Transforms.Se... method Equals (line 40) | public override bool Equals(object obj) method GetHashCode (line 50) | public override int GetHashCode() method GetContext (line 55) | public MLContext GetContext() method ToPipeline (line 60) | public Pipeline ToPipeline() method FromPipeline (line 75) | public static SuggestedPipeline FromPipeline(MLContext context, Pipeli... method ToEstimator (line 113) | public IEstimator ToEstimator(IDataView trainset = null, FILE: src/Microsoft.ML.AutoML/Experiment/SuggestedPipelineBuilder.cs class SuggestedPipelineBuilder (line 10) | internal static class SuggestedPipelineBuilder method Build (line 12) | public static SuggestedPipeline Build(MLContext context, method AddNormalizationTransforms (line 24) | private static void AddNormalizationTransforms(MLContext context, method ShouldCacheBeforeTrainer (line 38) | private static bool ShouldCacheBeforeTrainer(TrainerInfo trainerInfo, ... FILE: src/Microsoft.ML.AutoML/Experiment/SuggestedPipelineRunDetails/SuggestedPipelineCrossValRunDetail.cs class SuggestedPipelineTrainResult (line 11) | internal sealed class SuggestedPipelineTrainResult method SuggestedPipelineTrainResult (line 18) | internal SuggestedPipelineTrainResult(ModelContainer modelContainer, method ToTrainResult (line 29) | public TrainResult ToTrainResult() class SuggestedPipelineCrossValRunDetail (line 35) | internal sealed class SuggestedPipelineCrossValRunDetail : Sug... method SuggestedPipelineCrossValRunDetail (line 39) | internal SuggestedPipelineCrossValRunDetail(SuggestedPipeline pipeline, method ToIterationResult (line 48) | public CrossValidationRunDetail ToIterationResult(IEstimator... FILE: src/Microsoft.ML.AutoML/Experiment/SuggestedPipelineRunDetails/SuggestedPipelineRunDetail.cs class SuggestedPipelineRunDetail (line 9) | internal class SuggestedPipelineRunDetail method SuggestedPipelineRunDetail (line 17) | public SuggestedPipelineRunDetail(SuggestedPipeline pipeline, double s... method FromPipelineRunResult (line 24) | public static SuggestedPipelineRunDetail FromPipelineRunResult(MLConte... method ToRunResult (line 29) | public IRunResult ToRunResult(bool isMetricMaximizing) method SuggestedPipelineRunDetail (line 40) | internal SuggestedPipelineRunDetail(SuggestedPipeline pipeline, method ToIterationResult (line 52) | public RunDetail ToIterationResult(IEstimator ... class SuggestedPipelineRunDetail (line 35) | internal class SuggestedPipelineRunDetail : SuggestedPipelineR... method SuggestedPipelineRunDetail (line 17) | public SuggestedPipelineRunDetail(SuggestedPipeline pipeline, double s... method FromPipelineRunResult (line 24) | public static SuggestedPipelineRunDetail FromPipelineRunResult(MLConte... method ToRunResult (line 29) | public IRunResult ToRunResult(bool isMetricMaximizing) method SuggestedPipelineRunDetail (line 40) | internal SuggestedPipelineRunDetail(SuggestedPipeline pipeline, method ToIterationResult (line 52) | public RunDetail ToIterationResult(IEstimator ... FILE: src/Microsoft.ML.AutoML/Experiment/SuggestedPipelineRunDetails/SuggestedPipelineRunDetailUtil.cs class SuggestedPipelineRunDetailUtil (line 7) | internal static class SuggestedPipelineRunDetailUtil method PrependPreFeaturizer (line 9) | public static IEstimator PrependPreFeaturizer(IEstimator... FILE: src/Microsoft.ML.AutoML/Experiment/SuggestedTrainer.cs class SuggestedTrainer (line 11) | internal class SuggestedTrainer method SuggestedTrainer (line 21) | internal SuggestedTrainer(MLContext mlContext, ITrainerExtension train... method SetHyperparamValues (line 33) | public void SetHyperparamValues(ParameterSet hyperParamSet) method Clone (line 39) | public SuggestedTrainer Clone() method BuildTrainer (line 44) | public ITrainerEstimator, object> Build... method ToString (line 54) | public override string ToString() method ToPipelineNode (line 64) | public PipelineNode ToPipelineNode() method PropagateParamSetValues (line 73) | private void PropagateParamSetValues() FILE: src/Microsoft.ML.AutoML/PipelineSuggesters/PipelineSuggester.cs class PipelineSuggester (line 13) | internal static class PipelineSuggester method GetNextPipeline (line 17) | public static Pipeline GetNextPipeline(MLContext context, method GetNextInferredPipeline (line 29) | public static SuggestedPipeline GetNextInferredPipeline(MLContext cont... method GetTopTrainers (line 93) | private static IEnumerable GetTopTrainers(IEnumerabl... method OrderTrainersByNumTrials (line 110) | private static IEnumerable OrderTrainersByNumTrials(... method GetNextFirstStagePipeline (line 120) | private static SuggestedPipeline GetNextFirstStagePipeline(MLContext c... method ConvertToValueGenerators (line 131) | private static IValueGenerator[] ConvertToValueGenerators(IEnumerable<... method SampleHyperparameters (line 194) | private static bool SampleHyperparameters(MLContext context, Suggested... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/Converter/MultiModelPipelineConverter.cs class MultiModelPipelineConverter (line 13) | internal class MultiModelPipelineConverter : JsonConverter BuildFromOption(MLContext con... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/Estimators/Calibrators.cs class Naive (line 7) | internal partial class Naive method BuildFromOption (line 9) | public override IEstimator BuildFromOption(MLContext con... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/Estimators/Concatenate.cs class Concatenate (line 7) | internal partial class Concatenate method BuildFromOption (line 9) | public override IEstimator BuildFromOption(MLContext con... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/Estimators/FastForest.cs class FastForestOva (line 9) | internal partial class FastForestOva method BuildFromOption (line 11) | public override IEstimator BuildFromOption(MLContext con... class FastForestRegression (line 28) | internal partial class FastForestRegression method BuildFromOption (line 30) | public override IEstimator BuildFromOption(MLContext con... class FastForestBinary (line 47) | internal partial class FastForestBinary method BuildFromOption (line 49) | public override IEstimator BuildFromOption(MLContext con... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/Estimators/FastTree.cs class FastTreeOva (line 9) | internal partial class FastTreeOva method BuildFromOption (line 11) | public override IEstimator BuildFromOption(MLContext con... class FastTreeRegression (line 32) | internal partial class FastTreeRegression method BuildFromOption (line 34) | public override IEstimator BuildFromOption(MLContext con... class FastTreeTweedieRegression (line 55) | internal partial class FastTreeTweedieRegression method BuildFromOption (line 57) | public override IEstimator BuildFromOption(MLContext con... class FastTreeBinary (line 78) | internal partial class FastTreeBinary method BuildFromOption (line 80) | public override IEstimator BuildFromOption(MLContext con... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/Estimators/FeaturizeText.cs class FeaturizeText (line 7) | internal partial class FeaturizeText method BuildFromOption (line 9) | public override IEstimator BuildFromOption(MLContext con... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/Estimators/ForecastBySsa.cs class ForecastBySsa (line 9) | internal partial class ForecastBySsa method BuildFromOption (line 11) | public override IEstimator BuildFromOption(MLContext con... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/Estimators/Images.cs class LoadImages (line 9) | internal partial class LoadImages method BuildFromOption (line 11) | public override IEstimator BuildFromOption(MLContext con... class LoadRawImageBytes (line 17) | internal partial class LoadRawImageBytes method BuildFromOption (line 19) | public override IEstimator BuildFromOption(MLContext con... class ResizeImages (line 25) | internal partial class ResizeImages method BuildFromOption (line 27) | public override IEstimator BuildFromOption(MLContext con... class ExtractPixels (line 33) | internal partial class ExtractPixels method BuildFromOption (line 35) | public override IEstimator BuildFromOption(MLContext con... class ImageClassificationMulti (line 41) | internal partial class ImageClassificationMulti method BuildFromOption (line 43) | public override IEstimator BuildFromOption(MLContext con... class DnnFeaturizerImage (line 58) | internal partial class DnnFeaturizerImage method BuildFromOption (line 60) | public override IEstimator BuildFromOption(MLContext con... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/Estimators/Lbfgs.cs class LbfgsMaximumEntropyMulti (line 9) | internal partial class LbfgsMaximumEntropyMulti method BuildFromOption (line 11) | public override IEstimator BuildFromOption(MLContext con... class LbfgsPoissonRegressionRegression (line 27) | internal partial class LbfgsPoissonRegressionRegression method BuildFromOption (line 29) | public override IEstimator BuildFromOption(MLContext con... class LbfgsLogisticRegressionBinary (line 45) | internal partial class LbfgsLogisticRegressionBinary method BuildFromOption (line 47) | public override IEstimator BuildFromOption(MLContext con... class LbfgsLogisticRegressionOva (line 63) | internal partial class LbfgsLogisticRegressionOva method BuildFromOption (line 65) | public override IEstimator BuildFromOption(MLContext con... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/Estimators/LightGbm.cs class LightGbmMulti (line 9) | internal partial class LightGbmMulti method BuildFromOption (line 11) | public override IEstimator BuildFromOption(MLContext con... class LightGbmBinary (line 37) | internal partial class LightGbmBinary method BuildFromOption (line 39) | public override IEstimator BuildFromOption(MLContext con... class LightGbmRegression (line 65) | internal partial class LightGbmRegression method BuildFromOption (line 67) | public override IEstimator BuildFromOption(MLContext con... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/Estimators/MapValueToKey.cs class MapValueToKey (line 7) | internal partial class MapValueToKey method BuildFromOption (line 9) | public override IEstimator BuildFromOption(MLContext con... class MapKeyToValue (line 15) | internal partial class MapKeyToValue method BuildFromOption (line 17) | public override IEstimator BuildFromOption(MLContext con... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/Estimators/MatrixFactorization.cs class MatrixFactorization (line 7) | internal partial class MatrixFactorization method BuildFromOption (line 9) | public override IEstimator BuildFromOption(MLContext con... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/Estimators/NamedEntityRecognitionMulti.cs class NamedEntityRecognitionMulti (line 13) | internal partial class NamedEntityRecognitionMulti method BuildFromOption (line 15) | public override IEstimator BuildFromOption(MLContext con... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/Estimators/NormalizeMinMax.cs class NormalizeMinMax (line 7) | internal partial class NormalizeMinMax method BuildFromOption (line 9) | public override IEstimator BuildFromOption(MLContext con... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/Estimators/NormalizeText.cs class NormalizeText (line 11) | internal partial class NormalizeText method BuildFromOption (line 13) | public override IEstimator BuildFromOption(MLContext con... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/Estimators/ObjectDetection.cs class ObjectDetectionMulti (line 13) | internal partial class ObjectDetectionMulti method BuildFromOption (line 15) | public override IEstimator BuildFromOption(MLContext con... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/Estimators/OneHotEncoding.cs class OneHotEncoding (line 7) | internal partial class OneHotEncoding method BuildFromOption (line 9) | public override IEstimator BuildFromOption(MLContext con... class OneHotHashEncoding (line 16) | internal partial class OneHotHashEncoding method BuildFromOption (line 18) | public override IEstimator BuildFromOption(MLContext con... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/Estimators/QuestionAnswering.cs class QuestionAnsweringMulti (line 10) | internal partial class QuestionAnsweringMulti method BuildFromOption (line 12) | public override IEstimator BuildFromOption(MLContext con... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/Estimators/ReplaceMissingValue.cs class ReplaceMissingValues (line 7) | internal partial class ReplaceMissingValues method BuildFromOption (line 9) | public override IEstimator BuildFromOption(MLContext con... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/Estimators/Sdca.cs class SdcaRegression (line 9) | internal partial class SdcaRegression method BuildFromOption (line 11) | public override IEstimator BuildFromOption(MLContext con... class SdcaMaximumEntropyMulti (line 27) | internal partial class SdcaMaximumEntropyMulti method BuildFromOption (line 29) | public override IEstimator BuildFromOption(MLContext con... class SdcaLogisticRegressionBinary (line 45) | internal partial class SdcaLogisticRegressionBinary method BuildFromOption (line 47) | public override IEstimator BuildFromOption(MLContext con... class SdcaLogisticRegressionOva (line 63) | internal partial class SdcaLogisticRegressionOva method BuildFromOption (line 65) | public override IEstimator BuildFromOption(MLContext con... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/Estimators/SentenceSimilarity.cs class SentenceSimilarityRegression (line 13) | internal partial class SentenceSimilarityRegression method BuildFromOption (line 15) | public override IEstimator BuildFromOption(MLContext con... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/Estimators/TextClassification.cs class TextClassificationMulti (line 13) | internal partial class TextClassificationMulti method BuildFromOption (line 15) | public override IEstimator BuildFromOption(MLContext con... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/Estimators/TypeConvert.cs class ConvertType (line 7) | internal partial class ConvertType method BuildFromOption (line 9) | public override IEstimator BuildFromOption(MLContext con... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/ISweepable.cs type ISweepable (line 12) | public interface ISweepable method BuildFromOption (line 20) | public T BuildFromOption(MLContext context, Parameter parameter); type ISweepable (line 17) | public interface ISweepable : ISweepable method BuildFromOption (line 20) | public T BuildFromOption(MLContext context, Parameter parameter); FILE: src/Microsoft.ML.AutoML/SweepableEstimator/MultiModelPipeline.cs class MultiModelPipeline (line 12) | [JsonConverter(typeof(MultiModelPipelineConverter))] method MultiModelPipeline (line 20) | internal MultiModelPipeline() method MultiModelPipeline (line 26) | internal MultiModelPipeline(Dictionary est... method Append (line 42) | public MultiModelPipeline Append(params SweepableEstimator[] estimators) method AppendOrSkip (line 59) | public MultiModelPipeline AppendOrSkip(params SweepableEstimator[] est... method BuildSweepableEstimatorPipeline (line 76) | public SweepableEstimatorPipeline BuildSweepableEstimatorPipeline(stri... method Append (line 86) | internal MultiModelPipeline Append(Entity entity) method AppendOrSkip (line 91) | internal MultiModelPipeline AppendOrSkip(Entity entity) method AppendOrSkip (line 96) | internal MultiModelPipeline AppendOrSkip(MultiModelPipeline pipeline) method Append (line 101) | internal MultiModelPipeline Append(MultiModelPipeline pipeline) method AppendPipeline (line 106) | private MultiModelPipeline AppendPipeline(bool allowSkip, MultiModelPi... method AppendEntity (line 112) | private MultiModelPipeline AppendEntity(bool allowSkip, Entity entity) method CreateSweepableEntityFromEntity (line 134) | private Entity CreateSweepableEntityFromEntity(Entity entity, Dictiona... method VisitAndReplaceSweepableEntityWithStringEntity (line 170) | private Entity VisitAndReplaceSweepableEntityWithStringEntity(Entity e... method GetNextId (line 195) | private string GetNextId(Dictionary estima... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/SweepableEstimator.cs class SweepableEstimator (line 16) | [JsonConverter(typeof(SweepableEstimatorConverter))] method SweepableEstimator (line 21) | public SweepableEstimator(Func BuildFromOption(MLContext cont... method BuildFromOption (line 60) | public abstract IEstimator BuildFromOption(MLContext con... method BuildFromOption (line 71) | public override IEstimator BuildFromOption(MLContext con... class SweepableEstimator (line 57) | internal abstract class SweepableEstimator : SweepableEstimator method SweepableEstimator (line 21) | public SweepableEstimator(Func BuildFromOption(MLContext cont... method BuildFromOption (line 60) | public abstract IEstimator BuildFromOption(MLContext con... method BuildFromOption (line 71) | public override IEstimator BuildFromOption(MLContext con... FILE: src/Microsoft.ML.AutoML/SweepableEstimator/SweepableEstimatorPipeline.cs class SweepableEstimatorPipeline (line 13) | [JsonConverter(typeof(SweepableEstimatorPipelineConverter))] method SweepableEstimatorPipeline (line 18) | public SweepableEstimatorPipeline() method SweepableEstimatorPipeline (line 24) | internal SweepableEstimatorPipeline(IEnumerable es... method SweepableEstimatorPipeline (line 36) | internal SweepableEstimatorPipeline(IEnumerable es... method Append (line 70) | public SweepableEstimatorPipeline Append(SweepableEstimator estimator) method BuildTrainingPipeline (line 75) | public EstimatorChain BuildTrainingPipeline(MLContext co... method ToString (line 89) | public override string ToString() FILE: src/Microsoft.ML.AutoML/SweepableEstimator/SweepablePipeline.cs class SweepablePipeline (line 16) | [JsonConverter(typeof(SweepablePipelineConverter))] method SweepablePipeline (line 66) | internal SweepablePipeline() method SweepablePipeline (line 72) | internal SweepablePipeline(Dictionary esti... method BuildFromOption (line 84) | public EstimatorChain BuildFromOption(MLContext context,... method BuildSweepableEstimatorPipeline (line 107) | public SweepablePipeline BuildSweepableEstimatorPipeline(string schema) method Append (line 117) | public SweepablePipeline Append(params ISweepable estima... FILE: src/Microsoft.ML.AutoML/Sweepers/ISweeper.cs type ISweeper (line 16) | internal interface ISweeper method ProposeSweeps (line 24) | ParameterSet[] ProposeSweeps(int maxSweeps, IEnumerable pr... type IValueGenerator (line 30) | internal interface IValueGenerator method CreateFromNormalized (line 35) | IParameterValue CreateFromNormalized(Double normalizedValue); type IParameterValue (line 60) | internal interface IParameterValue : IEquatable type IParameterValue (line 69) | internal interface IParameterValue : IParameterValue class ParameterSet (line 78) | internal sealed class ParameterSet : IEquatable, IEnumerab... method ParameterSet (line 83) | public ParameterSet(IEnumerable parameters) method ParameterSet (line 100) | public ParameterSet(Dictionary paramValues, i... method GetEnumerator (line 106) | public IEnumerator GetEnumerator() method GetEnumerator (line 111) | IEnumerator IEnumerable.GetEnumerator() method ContainsParamValue (line 126) | private bool ContainsParamValue(IParameterValue parameterValue) method Equals (line 133) | public bool Equals(ParameterSet other) method Clone (line 140) | public ParameterSet Clone() => method ToString (line 143) | public override string ToString() method GetHashCode (line 148) | public override int GetHashCode() type IRunResult (line 160) | internal interface IRunResult : IComparable type IRunResult (line 167) | internal interface IRunResult : IRunResult class RunResult (line 176) | internal sealed class RunResult : IRunResult method RunResult (line 193) | public RunResult(ParameterSet parameterSet, Double metricValue, bool i... method CompareTo (line 208) | public int CompareTo(IRunResult other) class RunMetric (line 237) | internal sealed class RunMetric method RunMetric (line 242) | public RunMetric(float primaryMetric, IEnumerable metricDistrib... method GetMetricDistribution (line 264) | public float[] GetMetricDistribution() FILE: src/Microsoft.ML.AutoML/Sweepers/Parameters.cs class BaseParamArguments (line 12) | internal abstract class BaseParamArguments class NumericParamArguments (line 18) | internal abstract class NumericParamArguments : BaseParamArguments method NumericParamArguments (line 29) | public NumericParamArguments() class FloatParamArguments (line 37) | internal class FloatParamArguments : NumericParamArguments class LongParamArguments (line 46) | internal class LongParamArguments : NumericParamArguments class DiscreteParamArguments (line 55) | internal class DiscreteParamArguments : BaseParamArguments class LongParameterValue (line 61) | internal sealed class LongParameterValue : IParameterValue method LongParameterValue (line 82) | public LongParameterValue(string name, long value) method Equals (line 89) | public bool Equals(IParameterValue other) method Equals (line 94) | public override bool Equals(object obj) method GetHashCode (line 100) | public override int GetHashCode() class FloatParameterValue (line 106) | internal sealed class FloatParameterValue : IParameterValue method FloatParameterValue (line 127) | public FloatParameterValue(string name, float value) method Equals (line 135) | public bool Equals(IParameterValue other) method Equals (line 140) | public override bool Equals(object obj) method GetHashCode (line 146) | public override int GetHashCode() class StringParameterValue (line 152) | internal sealed class StringParameterValue : IParameterValue method StringParameterValue (line 172) | public StringParameterValue(string name, string value) method Equals (line 178) | public bool Equals(IParameterValue other) method Equals (line 183) | public override bool Equals(object obj) method GetHashCode (line 189) | public override int GetHashCode() type INumericValueGenerator (line 195) | internal interface INumericValueGenerator : IValueGenerator method NormalizeValue (line 197) | float NormalizeValue(IParameterValue value); method InRange (line 198) | bool InRange(IParameterValue value); class LongValueGenerator (line 204) | internal class LongValueGenerator : INumericValueGenerator method LongValueGenerator (line 211) | public LongValueGenerator(LongParamArguments args) method CreateFromNormalized (line 222) | public IParameterValue CreateFromNormalized(Double normalizedValue) method EnsureParameterValues (line 241) | private void EnsureParameterValues() method NormalizeValue (line 305) | public float NormalizeValue(IParameterValue value) method InRange (line 320) | public bool InRange(IParameterValue value) class FloatValueGenerator (line 330) | internal class FloatValueGenerator : INumericValueGenerator method FloatValueGenerator (line 337) | public FloatValueGenerator(FloatParamArguments args) method CreateFromNormalized (line 348) | public IParameterValue CreateFromNormalized(Double normalizedValue) method EnsureParameterValues (line 367) | private void EnsureParameterValues() method NormalizeValue (line 423) | public float NormalizeValue(IParameterValue value) method InRange (line 438) | public bool InRange(IParameterValue value) class DiscreteValueGenerator (line 449) | internal class DiscreteValueGenerator : IValueGenerator method DiscreteValueGenerator (line 455) | public DiscreteValueGenerator(DiscreteParamArguments args) method CreateFromNormalized (line 461) | public IParameterValue CreateFromNormalized(Double normalizedValue) FILE: src/Microsoft.ML.AutoML/Sweepers/Random.cs class UniformRandomSweeper (line 12) | internal sealed class UniformRandomSweeper : SweeperBase method UniformRandomSweeper (line 14) | public UniformRandomSweeper(ArgumentsBase args) method UniformRandomSweeper (line 19) | public UniformRandomSweeper(ArgumentsBase args, IValueGenerator[] swee... method CreateParamSet (line 24) | protected override ParameterSet CreateParamSet() FILE: src/Microsoft.ML.AutoML/Sweepers/SmacSweeper.cs class SmacSweeper (line 17) | internal sealed class SmacSweeper : ISweeper class Arguments (line 19) | public sealed class Arguments method Arguments (line 54) | public Arguments() method SmacSweeper (line 74) | public SmacSweeper(MLContext context, Arguments args) method ProposeSweeps (line 82) | public ParameterSet[] ProposeSweeps(int maxSweeps, IEnumerable LocalSearch(ParameterSet parent, F... method GetOneMutationNeighborhood (line 259) | private ParameterSet[] GetOneMutationNeighborhood(ParameterSet parent) method GetForestRegressionLeafValues (line 325) | private double[][] GetForestRegressionLeafValues(FastForestRegressionM... method GetLeaf (line 350) | private static int GetLeaf(TreeEnsembleModelParameters model, int tree... method GetLeafValue (line 356) | private static float GetLeafValue(TreeEnsembleModelParameters model, i... method ComputeForestStats (line 366) | private double[][] ComputeForestStats(double[][] leafValues) method EvaluateConfigurationsByEI (line 380) | private double[] EvaluateConfigurationsByEI(FastForestRegressionModelP... method GetKBestConfigurations (line 387) | private ParameterSet[] GetKBestConfigurations(IEnumerable ... method ComputeEI (line 411) | private double ComputeEI(double bestVal, double[] forestStatistics, bo... method ComputeEIs (line 428) | private double[] ComputeEIs(double bestVal, double[][] forestStatistic... FILE: src/Microsoft.ML.AutoML/Sweepers/SweeperBase.cs class SweeperBase (line 18) | internal abstract class SweeperBase : ISweeper class ArgumentsBase (line 20) | internal class ArgumentsBase method ArgumentsBase (line 27) | public ArgumentsBase() method SweeperBase (line 36) | protected SweeperBase(ArgumentsBase args, string name) method SweeperBase (line 43) | protected SweeperBase(ArgumentsBase args, IValueGenerator[] sweepParam... method ProposeSweeps (line 49) | public virtual ParameterSet[] ProposeSweeps(int maxSweeps, IEnumerable... method CreateParamSet (line 71) | protected abstract ParameterSet CreateParamSet(); method AlreadyGenerated (line 73) | protected static bool AlreadyGenerated(ParameterSet paramSet, ISet(IParameterValue parameter... method FloatArrayAsParameterSet (line 125) | public static ParameterSet FloatArrayAsParameterSet(IValueGenerator[] ... FILE: src/Microsoft.ML.AutoML/TaskKind.cs type TaskKind (line 7) | internal enum TaskKind FILE: src/Microsoft.ML.AutoML/Terminators/IterationBasedTerminator.cs class IterationBasedTerminator (line 7) | internal sealed class IterationBasedTerminator method IterationBasedTerminator (line 11) | public IterationBasedTerminator(int numTotalIterations) method ShouldTerminate (line 16) | public bool ShouldTerminate(int numPreviousIterations) method RemainingIterations (line 21) | public int RemainingIterations(int numPreviousIterations) FILE: src/Microsoft.ML.AutoML/TrainerExtensions/BinaryTrainerExtensions.cs class AveragedPerceptronBinaryExtension (line 17) | internal class AveragedPerceptronBinaryExtension : ITrainerExtension method GetHyperparamSweepRanges (line 21) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 26) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 47) | public PipelineNode CreatePipelineNode(IEnumerable swe... class FastForestBinaryExtension (line 64) | internal class FastForestBinaryExtension : ITrainerExtension method GetHyperparamSweepRanges (line 66) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 71) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 79) | public PipelineNode CreatePipelineNode(IEnumerable swe... class FastTreeBinaryExtension (line 86) | internal class FastTreeBinaryExtension : ITrainerExtension method GetHyperparamSweepRanges (line 88) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 93) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 101) | public PipelineNode CreatePipelineNode(IEnumerable swe... class LightGbmBinaryExtension (line 108) | internal class LightGbmBinaryExtension : ITrainerExtension method GetHyperparamSweepRanges (line 110) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 115) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 122) | public PipelineNode CreatePipelineNode(IEnumerable swe... class LinearSvmBinaryExtension (line 129) | internal class LinearSvmBinaryExtension : ITrainerExtension method GetHyperparamSweepRanges (line 131) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 136) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 143) | public PipelineNode CreatePipelineNode(IEnumerable swe... class SdcaLogisticRegressionBinaryExtension (line 150) | internal class SdcaLogisticRegressionBinaryExtension : ITrainerExtension method GetHyperparamSweepRanges (line 152) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 157) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 164) | public PipelineNode CreatePipelineNode(IEnumerable swe... class LbfgsLogisticRegressionBinaryExtension (line 171) | internal class LbfgsLogisticRegressionBinaryExtension : ITrainerExtension method GetHyperparamSweepRanges (line 173) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 178) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 186) | public PipelineNode CreatePipelineNode(IEnumerable swe... class SgdCalibratedBinaryExtension (line 193) | internal class SgdCalibratedBinaryExtension : ITrainerExtension method GetHyperparamSweepRanges (line 195) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 200) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 208) | public PipelineNode CreatePipelineNode(IEnumerable swe... class SymbolicSgdLogisticRegressionBinaryExtension (line 215) | internal class SymbolicSgdLogisticRegressionBinaryExtension : ITrainerEx... method GetHyperparamSweepRanges (line 217) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 222) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 229) | public PipelineNode CreatePipelineNode(IEnumerable swe... FILE: src/Microsoft.ML.AutoML/TrainerExtensions/ITrainerExtension.cs type ITrainerExtension (line 12) | internal interface ITrainerExtension method GetHyperparamSweepRanges (line 14) | IEnumerable GetHyperparamSweepRanges(); method CreateInstance (line 16) | ITrainerEstimator CreateInstance(MLContext mlContext, method CreatePipelineNode (line 19) | PipelineNode CreatePipelineNode(IEnumerable sweepParam... FILE: src/Microsoft.ML.AutoML/TrainerExtensions/MultiTrainerExtensions.cs class AveragedPerceptronOvaExtension (line 16) | internal class AveragedPerceptronOvaExtension : ITrainerExtension method GetHyperparamSweepRanges (line 20) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 25) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 32) | public PipelineNode CreatePipelineNode(IEnumerable swe... class FastForestOvaExtension (line 38) | internal class FastForestOvaExtension : ITrainerExtension method GetHyperparamSweepRanges (line 42) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 47) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 54) | public PipelineNode CreatePipelineNode(IEnumerable swe... class LightGbmMultiExtension (line 60) | internal class LightGbmMultiExtension : ITrainerExtension method GetHyperparamSweepRanges (line 62) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 67) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 74) | public PipelineNode CreatePipelineNode(IEnumerable swe... class LinearSvmOvaExtension (line 81) | internal class LinearSvmOvaExtension : ITrainerExtension method GetHyperparamSweepRanges (line 85) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 90) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 97) | public PipelineNode CreatePipelineNode(IEnumerable swe... class SdcaMaximumEntropyMultiExtension (line 103) | internal class SdcaMaximumEntropyMultiExtension : ITrainerExtension method GetHyperparamSweepRanges (line 105) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 110) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 117) | public PipelineNode CreatePipelineNode(IEnumerable swe... class LbfgsLogisticRegressionOvaExtension (line 124) | internal class LbfgsLogisticRegressionOvaExtension : ITrainerExtension method GetHyperparamSweepRanges (line 128) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 133) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 140) | public PipelineNode CreatePipelineNode(IEnumerable swe... class SgdCalibratedOvaExtension (line 146) | internal class SgdCalibratedOvaExtension : ITrainerExtension method GetHyperparamSweepRanges (line 150) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 155) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 162) | public PipelineNode CreatePipelineNode(IEnumerable swe... class SymbolicSgdLogisticRegressionOvaExtension (line 168) | internal class SymbolicSgdLogisticRegressionOvaExtension : ITrainerExten... method GetHyperparamSweepRanges (line 172) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 177) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 184) | public PipelineNode CreatePipelineNode(IEnumerable swe... class FastTreeOvaExtension (line 190) | internal class FastTreeOvaExtension : ITrainerExtension method GetHyperparamSweepRanges (line 194) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 199) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 206) | public PipelineNode CreatePipelineNode(IEnumerable swe... class LbfgsMaximumEntropyMultiExtension (line 212) | internal class LbfgsMaximumEntropyMultiExtension : ITrainerExtension method GetHyperparamSweepRanges (line 214) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 219) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 227) | public PipelineNode CreatePipelineNode(IEnumerable swe... class ImageClassificationExtension (line 234) | internal class ImageClassificationExtension : ITrainerExtension method GetHyperparamSweepRanges (line 236) | public IEnumerable GetHyperparamSweepRanges() => new L... method CreateInstance (line 238) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 245) | public PipelineNode CreatePipelineNode(IEnumerable swe... FILE: src/Microsoft.ML.AutoML/TrainerExtensions/RankingTrainerExtensions.cs class LightGbmRankingExtension (line 14) | internal class LightGbmRankingExtension : ITrainerExtension method GetHyperparamSweepRanges (line 16) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 21) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 30) | public PipelineNode CreatePipelineNode(IEnumerable swe... class FastTreeRankingExtension (line 37) | internal class FastTreeRankingExtension : ITrainerExtension method GetHyperparamSweepRanges (line 39) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 44) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 52) | public PipelineNode CreatePipelineNode(IEnumerable swe... FILE: src/Microsoft.ML.AutoML/TrainerExtensions/RecommendationTrainerExtensions.cs class MatrixFactorizationExtension (line 12) | internal class MatrixFactorizationExtension : ITrainerExtension method CreateInstance (line 14) | public ITrainerEsitmator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 25) | public PipelineNode CreatePipelineNode(IEnumerable swe... method GetHyperparamSweepRanges (line 33) | public IEnumerable GetHyperparamSweepRanges() FILE: src/Microsoft.ML.AutoML/TrainerExtensions/RegressionTrainerExtensions.cs class FastForestRegressionExtension (line 15) | internal class FastForestRegressionExtension : ITrainerExtension method GetHyperparamSweepRanges (line 17) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 22) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 30) | public PipelineNode CreatePipelineNode(IEnumerable swe... class FastTreeRegressionExtension (line 37) | internal class FastTreeRegressionExtension : ITrainerExtension method GetHyperparamSweepRanges (line 39) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 44) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 52) | public PipelineNode CreatePipelineNode(IEnumerable swe... class FastTreeTweedieRegressionExtension (line 59) | internal class FastTreeTweedieRegressionExtension : ITrainerExtension method GetHyperparamSweepRanges (line 61) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 66) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 74) | public PipelineNode CreatePipelineNode(IEnumerable swe... class LightGbmRegressionExtension (line 81) | internal class LightGbmRegressionExtension : ITrainerExtension method GetHyperparamSweepRanges (line 83) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 88) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 95) | public PipelineNode CreatePipelineNode(IEnumerable swe... class OnlineGradientDescentRegressionExtension (line 102) | internal class OnlineGradientDescentRegressionExtension : ITrainerExtension method GetHyperparamSweepRanges (line 104) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 109) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 116) | public PipelineNode CreatePipelineNode(IEnumerable swe... class OlsRegressionExtension (line 123) | internal class OlsRegressionExtension : ITrainerExtension method GetHyperparamSweepRanges (line 125) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 130) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 138) | public PipelineNode CreatePipelineNode(IEnumerable swe... class LbfgsPoissonRegressionExtension (line 145) | internal class LbfgsPoissonRegressionExtension : ITrainerExtension method GetHyperparamSweepRanges (line 147) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 152) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 160) | public PipelineNode CreatePipelineNode(IEnumerable swe... class SdcaRegressionExtension (line 167) | internal class SdcaRegressionExtension : ITrainerExtension method GetHyperparamSweepRanges (line 169) | public IEnumerable GetHyperparamSweepRanges() method CreateInstance (line 174) | public ITrainerEstimator CreateInstance(MLContext mlContext, IEnumerab... method CreatePipelineNode (line 181) | public PipelineNode CreatePipelineNode(IEnumerable swe... FILE: src/Microsoft.ML.AutoML/TrainerExtensions/SweepableParams.cs class SweepableParams (line 11) | internal static class SweepableParams method BuildAveragedLinearArgsParams (line 13) | private static IEnumerable BuildAveragedLinearArgsPara... method BuildOnlineLinearArgsParams (line 23) | private static IEnumerable BuildOnlineLinearArgsParams() method BuildTreeArgsParams (line 33) | private static IEnumerable BuildTreeArgsParams() method BuildBoostedTreeArgsParams (line 43) | private static IEnumerable BuildBoostedTreeArgsParams() method BuildLbfgsArgsParams (line 52) | private static IEnumerable BuildLbfgsArgsParams() method BuildAveragePerceptronParams (line 70) | public static IEnumerable BuildAveragePerceptronParams() method BuildFastForestParams (line 75) | public static IEnumerable BuildFastForestParams() method BuildFastTreeParams (line 80) | public static IEnumerable BuildFastTreeParams() method BuildFastTreeTweedieParams (line 85) | public static IEnumerable BuildFastTreeTweedieParams() method BuildLightGbmParamsMulticlass (line 90) | public static IEnumerable BuildLightGbmParamsMulticlass() method BuildLightGbmParams (line 98) | public static IEnumerable BuildLightGbmParams() method BuildMatrixFactorizationParams (line 120) | public static IEnumerable BuildMatrixFactorizationPara... method BuildLinearSvmParams (line 133) | public static IEnumerable BuildLinearSvmParams() method BuildLbfgsLogisticRegressionParams (line 142) | public static IEnumerable BuildLbfgsLogisticRegression... method BuildOnlineGradientDescentParams (line 147) | public static IEnumerable BuildOnlineGradientDescentPa... method BuildLbfgsPoissonRegressionParams (line 152) | public static IEnumerable BuildLbfgsPoissonRegressionP... method BuildSdcaParams (line 157) | public static IEnumerable BuildSdcaParams() method BuildOlsParams (line 169) | public static IEnumerable BuildOlsParams() method BuildSgdParams (line 176) | public static IEnumerable BuildSgdParams() method BuildSymSgdLogisticRegressionParams (line 186) | public static IEnumerable BuildSymSgdLogisticRegressio... method GetAllSweepableParameterNames (line 199) | public static ISet GetAllSweepableParameterNames() FILE: src/Microsoft.ML.AutoML/TrainerExtensions/TrainerExtensionCatalog.cs class TrainerExtensionCatalog (line 11) | internal class TrainerExtensionCatalog method GetTrainerName (line 52) | public static TrainerName GetTrainerName(ITrainerExtension trainerExte... method GetTrainerExtension (line 57) | public static ITrainerExtension GetTrainerExtension(TrainerName traine... method GetTrainers (line 63) | public static IEnumerable GetTrainers(TaskKind task, method GetBinaryLearners (line 113) | private static IEnumerable GetBinaryLearners() method GetMultiLearners (line 129) | private static IEnumerable GetMultiLearners() method GetRegressionLearners (line 146) | private static IEnumerable GetRegressionLearners() method GetRecommendationLearners (line 161) | private static IEnumerable GetRecommendationLearners() method GetRankingLearners (line 169) | private static IEnumerable GetRankingLearners() FILE: src/Microsoft.ML.AutoML/TrainerExtensions/TrainerExtensionUtil.cs type TrainerName (line 15) | internal enum TrainerName class TrainerExtensionUtil (line 51) | internal static class TrainerExtensionUtil method CreateOptions (line 57) | public static T CreateOptions(IEnumerable sweepPara... method CreateOptions (line 68) | public static T CreateOptions(IEnumerable sweepPara... method CreateLightGbmOptions (line 81) | public static TOptions CreateLightGbmOptions BuildBasePipelineNodeProps(... method BuildLightGbmPipelineNodeProps (line 160) | private static IDictionary BuildLightGbmPipelineNodePr... method BuildParameterSet (line 193) | public static ParameterSet BuildParameterSet(TrainerName trainerName, ... method BuildColumnInfo (line 208) | public static ColumnInformation BuildColumnInfo(IDictionary GetTrainerNames(IEnumerable GetTrainerNames(IEnumerable GetTrainerNames(IEnumerable GetTrainerNames(IEnumerable GetTrainerNames(IEnumerable $"{Name}({IsNumeric})"; method ColumnRoutingStructure (line 103) | public ColumnRoutingStructure(AnnotatedName[] columnsConsumed, Annot... method Equals (line 109) | public bool Equals(ColumnRoutingStructure obj) type ITransformInferenceExpert (line 117) | internal interface ITransformInferenceExpert method Apply (line 119) | IEnumerable Apply(IntermediateColumn[] columns, ... class TransformInferenceExpertBase (line 122) | public abstract class TransformInferenceExpertBase : ITransformInferen... method Apply (line 124) | public abstract IEnumerable Apply(IntermediateCo... method TransformInferenceExpertBase (line 128) | public TransformInferenceExpertBase(MLContext context) method GetExperts (line 134) | private static IEnumerable GetExperts(MLCon... class Experts (line 164) | internal static class Experts class Label (line 166) | internal sealed class Label : TransformInferenceExpertBase method Label (line 168) | public Label(MLContext context) : base(context) method Apply (line 172) | public override IEnumerable Apply(Intermediate... class RecommendationColumns (line 193) | internal sealed class RecommendationColumns : TransformInferenceExpe... method RecommendationColumns (line 195) | public RecommendationColumns(MLContext context) : base(context) method Apply (line 199) | public override IEnumerable Apply(Intermediate... class GroupId (line 216) | internal sealed class GroupId : TransformInferenceExpertBase method GroupId (line 218) | public GroupId(MLContext context) : base(context) method Apply (line 222) | public override IEnumerable Apply(Intermediate... class Categorical (line 238) | internal sealed class Categorical : TransformInferenceExpertBase method Categorical (line 240) | public Categorical(MLContext context) : base(context) method Apply (line 244) | public override IEnumerable Apply(Intermediate... class Boolean (line 288) | internal sealed class Boolean : TransformInferenceExpertBase method Boolean (line 290) | public Boolean(MLContext context) : base(context) method Apply (line 294) | public override IEnumerable Apply(Intermediate... class Text (line 316) | internal sealed class Text : TransformInferenceExpertBase method Text (line 318) | public Text(MLContext context) : base(context) method Apply (line 322) | public override IEnumerable Apply(Intermediate... class NumericMissing (line 342) | internal sealed class NumericMissing : TransformInferenceExpertBase method NumericMissing (line 344) | public NumericMissing(MLContext context) : base(context) method Apply (line 348) | public override IEnumerable Apply(Intermediate... class Image (line 370) | internal sealed class Image : TransformInferenceExpertBase method Image (line 372) | public Image(MLContext context) : base(context) method Apply (line 376) | public override IEnumerable Apply(Intermediate... method InferTransforms (line 395) | public static SuggestedTransform[] InferTransforms(MLContext context, ... method BuildFinalFeaturesConcatTransform (line 424) | private static SuggestedTransform BuildFinalFeaturesConcatTransform(ML... method GetNewColumnNames (line 475) | private static IEnumerable GetNewColumnNames(IEnumerable InferTransforms(MLContex... method InferTransformsPostTrainer (line 16) | public static IEnumerable InferTransformsPostTrain... FILE: src/Microsoft.ML.AutoML/TransformInference/TransformPostTrainerInference.cs class TransformPostTrainerInference (line 11) | internal class TransformPostTrainerInference method InferTransforms (line 13) | public static IEnumerable InferTransforms(MLContex... method InferLabelTransforms (line 20) | private static IEnumerable InferLabelTransforms(ML... FILE: src/Microsoft.ML.AutoML/Tuner/AutoZeroTuner.cs class AutoZeroTuner (line 18) | internal class AutoZeroTuner : ITuner method AutoZeroTuner (line 27) | public AutoZeroTuner(SweepablePipeline pipeline, AggregateTrainingStop... method LoadConfigsFromJson (line 64) | private List LoadConfigsFromJson() method Propose (line 79) | public Parameter Propose(TrialSettings settings) method Update (line 112) | public void Update(TrialResult result) class Config (line 116) | class Config class Rows (line 133) | class Rows FILE: src/Microsoft.ML.AutoML/Tuner/CostFrugalTuner.cs class CostFrugalTuner (line 12) | internal class CostFrugalTuner : ITuner method CostFrugalTuner (line 26) | public CostFrugalTuner(AutoMLExperiment.AutoMLExperimentSettings setti... method CostFrugalTuner (line 31) | public CostFrugalTuner(SearchSpace.SearchSpace searchSpace, Parameter ... method Propose (line 53) | public Parameter Propose(TrialSettings settings) method Update (line 74) | public void Update(TrialResult result) method UpdateAdmissibleRegion (line 106) | private void UpdateAdmissibleRegion(double[] config) method CreateInitConfigFromAdmissibleRegion (line 124) | private double[] CreateInitConfigFromAdmissibleRegion() FILE: src/Microsoft.ML.AutoML/Tuner/EciCfoTuner.cs class EciCostFrugalTuner (line 18) | internal class EciCostFrugalTuner : ITuner method EciCostFrugalTuner (line 26) | public EciCostFrugalTuner(SweepablePipeline sweepablePipeline, AutoMLE... method Propose (line 49) | public Parameter Propose(TrialSettings settings) method Update (line 67) | public void Update(TrialResult result) FILE: src/Microsoft.ML.AutoML/Tuner/Flow2.cs class Flow2 (line 16) | internal class Flow2 method Flow2 (line 40) | public Flow2(SearchSpace.SearchSpace searchSpace, Parameter initValue ... method CreateSearchThread (line 71) | public SearchThread CreateSearchThread(Parameter config, double metric... method Suggest (line 79) | public Parameter Suggest(int trialId) method ReceiveTrialResult (line 100) | public void ReceiveTrialResult(Parameter parameter, double metric, dou... method RandVectorSphere (line 130) | private double[] RandVectorSphere() method Project (line 139) | private double[] Project(double[] move) FILE: src/Microsoft.ML.AutoML/Tuner/GridSearchTuner.cs class GridSearchTuner (line 10) | internal class GridSearchTuner : ITuner method GridSearchTuner (line 15) | public GridSearchTuner(AutoMLExperiment.AutoMLExperimentSettings setti... method GridSearchTuner (line 20) | public GridSearchTuner(SearchSpace.SearchSpace searchSpace, int stepSi... method Propose (line 25) | public Parameter Propose(TrialSettings settings) method Update (line 39) | public void Update(TrialResult result) FILE: src/Microsoft.ML.AutoML/Tuner/ITuner.cs type ITuner (line 9) | public interface ITuner method Propose (line 11) | Parameter Propose(TrialSettings settings); method Update (line 13) | void Update(TrialResult result); FILE: src/Microsoft.ML.AutoML/Tuner/PipelineProposer.cs class PipelineProposer (line 20) | internal class PipelineProposer method PipelineProposer (line 46) | public PipelineProposer(SweepablePipeline sweepablePipeline, AutoMLExp... method ProposeSearchSpace (line 92) | public string ProposeSearchSpace() method Update (line 134) | public void Update(TrialResult result, string schema) method GetEstimatedCostForPipeline (line 196) | private double GetEstimatedCostForPipeline(string schema, SweepablePip... class Status (line 221) | public class Status FILE: src/Microsoft.ML.AutoML/Tuner/RandomSearchTuner.cs class RandomSearchTuner (line 10) | internal class RandomSearchTuner : ITuner method RandomSearchTuner (line 15) | public RandomSearchTuner(AutoMLExperiment.AutoMLExperimentSettings set... method RandomSearchTuner (line 20) | public RandomSearchTuner(SearchSpace.SearchSpace searchSpace, int? see... method Propose (line 29) | public Parameter Propose(TrialSettings settings) method Update (line 34) | public void Update(TrialResult result) FILE: src/Microsoft.ML.AutoML/Tuner/SearchThread.cs class SearchThread (line 9) | internal class SearchThread method SearchThread (line 24) | public SearchThread(Flow2 searchAlgorithm) method OnTrialComplete (line 40) | public void OnTrialComplete(Parameter parameter, double metric, double... method Suggest (line 64) | public Parameter Suggest(int trialId) FILE: src/Microsoft.ML.AutoML/Tuner/SmacTuner.cs class SmacTuner (line 22) | internal class SmacTuner : ITuner method SmacTuner (line 58) | public SmacTuner(MLContext context, method Propose (line 95) | public Parameter Propose(TrialSettings settings) method FitModel (line 120) | private FastForestRegressionModelParameters FitModel(IEnumerable pare... method LocalSearch (line 229) | private Tuple LocalSearch(Parameter startParameter,... method GetOneMutationNeighborhood (line 258) | private Parameter[] GetOneMutationNeighborhood(Parameter currentBestCo... method EvaluateConfigurationsByEI (line 306) | private double EvaluateConfigurationsByEI(FastForestRegressionModelPar... method GetForestRegressionLeafValues (line 319) | private double[] GetForestRegressionLeafValues(FastForestRegressionMod... method ComputeForestStats (line 340) | private double[] ComputeForestStats(double[] leafValues) method ComputeEI (line 351) | private double ComputeEI(double bestLoss, double[] forestStatistics) method Update (line 364) | public void Update(TrialResult result) FILE: src/Microsoft.ML.AutoML/Utils/ArrayMath.cs class ArrayMath (line 10) | public class ArrayMath method Add (line 13) | public static double[] Add(double[] xArray, double y) method ArgMax (line 19) | public static int ArgMax(double[] array) method ArgSort (line 34) | public static int[] ArgSort(double[] array) method Clip (line 40) | public static double[] Clip(double[] xArray, double min, double max) method Div (line 46) | public static double[] Div(double[] xArray, double y) method Index (line 52) | public static double[] Index(double[] array, int[] indices) method Insert (line 58) | public static double[] Insert(double[] array, int index, double item) method Norm (line 68) | public static double Norm(double[] array) method Mul (line 80) | public static double[] Mul(double[] xArray, double y) method Log (line 86) | public static double[] Log(double[] xArray) method Mul (line 92) | public static double[] Mul(double[] xArray, double[] yArray) method SearchSorted (line 98) | public static int SearchSorted(double[] array, double item) method Add (line 105) | public static double[] Add(double[] xArray, double[] yArray) method Sub (line 110) | public static double[] Sub(double[] xArray, double[] yArray) method Inverse (line 115) | public static double[] Inverse(double[] array) method Normalize (line 120) | public static double[] Normalize(double[] array) method Rmse (line 126) | public static double Rmse(double[] truth, double[] pred) method Mape (line 141) | public static double Mape(double[] truth, double[] pred) method Mae (line 155) | public static double Mae(double[] truth, double[] pred) FILE: src/Microsoft.ML.AutoML/Utils/BestResultUtil.cs class BestResultUtil (line 11) | internal class BestResultUtil method GetBestRun (line 13) | public static RunDetail GetBestRun(IEnume... method GetBestRun (line 21) | public static RunDetail GetBestRun(IEnumerable GetBestRun(IE... method GetBestRun (line 37) | public static RunDetail GetBestRun(IEnumerable GetBestRun(IEnumerable GetBestRun(... method GetTopNRunResults (line 72) | public static IEnumerable<(RunDetail, int)> GetTopNRunResults(IE... method GetIndexOfBestScore (line 94) | public static int GetIndexOfBestScore(IEnumerable scores, bool... method ToRunDetail (line 99) | public static RunDetail ToRunDetail(MLContext cont... method ToCrossValidationRunDetail (line 111) | public static CrossValidationRunDetail ToCrossValidationRunD... method GetIndexOfMinScore (line 123) | private static int GetIndexOfMinScore(IEnumerable scores) method GetIndexOfMaxScore (line 138) | private static int GetIndexOfMaxScore(IEnumerable scores) FILE: src/Microsoft.ML.AutoML/Utils/ColumnTypeExtensions.cs class DataViewTypeExtensions (line 9) | internal static class DataViewTypeExtensions method IsNumber (line 11) | public static bool IsNumber(this DataViewType columnType) method IsText (line 16) | public static bool IsText(this DataViewType columnType) method IsBool (line 21) | public static bool IsBool(this DataViewType columnType) method IsVector (line 26) | public static bool IsVector(this DataViewType columnType) method IsKey (line 31) | public static bool IsKey(this DataViewType columnType) FILE: src/Microsoft.ML.AutoML/Utils/DatasetColumnInfo.cs class DatasetColumnInfo (line 9) | internal class DatasetColumnInfo method DatasetColumnInfo (line 16) | public DatasetColumnInfo(string name, DataViewType type, ColumnPurpose... class DatasetColumnInfoUtil (line 25) | internal static class DatasetColumnInfoUtil method GetDatasetColumnInfo (line 27) | public static DatasetColumnInfo[] GetDatasetColumnInfo(MLContext conte... FILE: src/Microsoft.ML.AutoML/Utils/Entity.cs class EntityExtension (line 13) | internal static class EntityExtension method Simplify (line 22) | public static Entity Simplify(this Entity entity) method ToTerms (line 68) | public static IEnumerable ToTerms(this Entity entity) method ValueEntities (line 83) | public static IEnumerable ValueEntities(this Entity entity) class Entity (line 101) | public abstract class Entity method Entity (line 103) | public Entity() method FromExpression (line 107) | public static Entity FromExpression(string expression) method FromExpression (line 133) | private static Entity FromExpression(ExpressionSyntax exp) class ConcatenateEntity (line 177) | internal class ConcatenateEntity : Entity method ToString (line 179) | public override string ToString() class OneOfEntity (line 201) | internal class OneOfEntity : Entity method ToString (line 203) | public override string ToString() class ValueEntity (line 212) | internal abstract class ValueEntity : Entity class StringEntity (line 216) | internal class StringEntity : ValueEntity method StringEntity (line 218) | public StringEntity(string value) method ToString (line 225) | public override string ToString() class EstimatorEntity (line 231) | internal class EstimatorEntity : ValueEntity method EstimatorEntity (line 233) | public EstimatorEntity(Estimator estimator) FILE: src/Microsoft.ML.AutoML/Utils/Logger.cs class AutoMLLogger (line 9) | internal class AutoMLLogger method AutoMLLogger (line 15) | public AutoMLLogger(MLContext context) method Trace (line 20) | public void Trace(string message) method Error (line 25) | public void Error(string message) FILE: src/Microsoft.ML.AutoML/Utils/RandomNumberGenerator.cs class RandomNumberGenerator (line 9) | internal class RandomNumberGenerator method RandomNumberGenerator (line 13) | public RandomNumberGenerator() method RandomNumberGenerator (line 18) | public RandomNumberGenerator(int seed) method Integer (line 23) | public int Integer(int high) method Uniform (line 28) | public double Uniform(double low, double high) method Normal (line 33) | public double Normal(double location, double scale) method Normal (line 41) | public double[] Normal(double location, double scale, int size) method Categorical (line 52) | public int Categorical(double[] possibility) method Categorical (line 64) | public int[] Categorical(double[] possibility, int size) FILE: src/Microsoft.ML.AutoML/Utils/SplitUtil.cs class SplitUtil (line 11) | internal static class SplitUtil method CrossValSplit (line 13) | public static (IDataView[] trainDatasets, IDataView[] validationDatase... method TrainValidateSplit (line 49) | public static (IDataView trainData, IDataView validationData) TrainVal... method DropAllColumnsExcept (line 59) | public static IDataView DropAllColumnsExcept(MLContext context, IDataV... FILE: src/Microsoft.ML.AutoML/Utils/StringEditDistance.cs class StringEditDistance (line 9) | internal static class StringEditDistance method GetLevenshteinDistance (line 11) | public static int GetLevenshteinDistance(string first, string second) FILE: src/Microsoft.ML.AutoML/Utils/SweepableParamAttributes.cs class SweepableParam (line 15) | internal abstract class SweepableParam method ProcessedValue (line 33) | public virtual IComparable ProcessedValue() => _rawValue; method SetUsingValueText (line 42) | public abstract void SetUsingValueText(string valueText); method Clone (line 44) | public abstract SweepableParam Clone(); class SweepableDiscreteParam (line 47) | internal sealed class SweepableDiscreteParam : SweepableParam method SweepableDiscreteParam (line 51) | public SweepableDiscreteParam(string name, object[] values, bool isBoo... method SweepableDiscreteParam (line 56) | public SweepableDiscreteParam(object[] values, bool isBool = false) method SetUsingValueText (line 72) | public override void SetUsingValueText(string valueText) method TranslateOption (line 79) | private static string TranslateOption(object o) method Clone (line 109) | public override SweepableParam Clone() => method ToString (line 112) | public override string ToString() method ProcessedValue (line 118) | public override IComparable ProcessedValue() => (IComparable)Options[(... class SweepableFloatParam (line 121) | internal sealed class SweepableFloatParam : SweepableParam method SweepableFloatParam (line 129) | public SweepableFloatParam(string name, float min, float max, float st... method SweepableFloatParam (line 135) | public SweepableFloatParam(float min, float max, float stepSize = -1, ... method SetUsingValueText (line 146) | public override void SetUsingValueText(string valueText) method Clone (line 151) | public override SweepableParam Clone() => method ToString (line 154) | public override string ToString() class SweepableLongParam (line 168) | internal sealed class SweepableLongParam : SweepableParam method SweepableLongParam (line 176) | public SweepableLongParam(string name, long min, long max, float stepS... method SweepableLongParam (line 182) | public SweepableLongParam(long min, long max, float stepSize = -1, int... method SetUsingValueText (line 193) | public override void SetUsingValueText(string valueText) method Clone (line 198) | public override SweepableParam Clone() => method ToString (line 201) | public override string ToString() FILE: src/Microsoft.ML.AutoML/Utils/UserInputValidationUtil.cs class UserInputValidationUtil (line 14) | internal static class UserInputValidationUtil method ValidateExperimentExecuteArgs (line 28) | public static void ValidateExperimentExecuteArgs(IDataView trainData, ... method ValidateInferColumnsArgs (line 36) | public static void ValidateInferColumnsArgs(string path, ColumnInforma... method ValidateInferColumnsArgs (line 42) | public static void ValidateInferColumnsArgs(string path, string labelC... method ValidateInferColumnsArgs (line 48) | public static void ValidateInferColumnsArgs(string path) method ValidateNumberOfCVFoldsArg (line 53) | public static void ValidateNumberOfCVFoldsArg(uint numberOfCVFolds) method ValidateSamplingKey (line 61) | public static void ValidateSamplingKey(string samplingKeyColumnName, s... method ValidateTrainData (line 69) | private static void ValidateTrainData(IDataView trainData, ColumnInfor... method ValidateColumnInformation (line 105) | private static void ValidateColumnInformation(IDataView trainData, Col... method ValidateColumnInformation (line 123) | private static void ValidateColumnInformation(ColumnInformation column... method ValidateColumnInfoEnumerationProperty (line 148) | private static void ValidateColumnInfoEnumerationProperty(IEnumerable<... method ValidateLabelColumn (line 156) | private static void ValidateLabelColumn(string labelColumn) method ValidatePath (line 164) | private static void ValidatePath(string path) method ValidateValidationData (line 184) | private static void ValidateValidationData(IDataView trainData, IDataV... method ValidateTrainDataColumns (line 228) | private static void ValidateTrainDataColumns(IDataView trainData, IEnu... method ValidateTrainDataColumn (line 242) | private static void ValidateTrainDataColumn(IDataView trainData, strin... method ClosestNamed (line 284) | private static string ClosestNamed(IDataView trainData, string columnN... method FindFirstDuplicate (line 301) | private static string FindFirstDuplicate(IEnumerable values) method GetAllowedLabelTypes (line 307) | private static IEnumerable GetAllowedLabelTypes(TaskKind... FILE: src/Microsoft.ML.CodeGenerator/CodeGenerator/CSharp/AzureCodeGenerator/AzureAttachCodeGenenrator.cs class AzureAttachCodeGenenrator (line 15) | internal class AzureAttachCodeGenenrator : ICSharpSolutionGenerator method AzureAttachCodeGenenrator (line 25) | public AzureAttachCodeGenenrator(Pipeline pipeline, ColumnInferenceRes... method ToSolution (line 36) | public ICSharpSolution ToSolution() method GenerateOutput (line 48) | public void GenerateOutput() FILE: src/Microsoft.ML.CodeGenerator/CodeGenerator/CSharp/AzureCodeGenerator/AzureAttachConsoleAppCodeGenerator.cs class AzureAttachConsoleAppCodeGenerator (line 23) | internal class AzureAttachConsoleAppCodeGenerator : ICSharpProjectGenerator method AzureAttachConsoleAppCodeGenerator (line 35) | public AzureAttachConsoleAppCodeGenerator(Pipeline pipeline, ColumnInf... method ToProject (line 104) | public ICSharpProject ToProject() FILE: src/Microsoft.ML.CodeGenerator/CodeGenerator/CSharp/AzureCodeGenerator/AzureAttachModelCodeGenerator.cs class AzureAttachModelCodeGenerator (line 20) | internal class AzureAttachModelCodeGenerator : ICSharpProjectGenerator method AzureAttachModelCodeGenerator (line 37) | public AzureAttachModelCodeGenerator(Pipeline pipeline, ColumnInferenc... method ToProject (line 116) | public ICSharpProject ToProject() FILE: src/Microsoft.ML.CodeGenerator/CodeGenerator/CSharp/CSharpCodeFile.cs class CSharpCodeFile (line 14) | internal class CSharpCodeFile : ICSharpFile method WriteToDisk (line 32) | public void WriteToDisk(string location) FILE: src/Microsoft.ML.CodeGenerator/CodeGenerator/CSharp/CSharpProject.cs class CSharpProject (line 12) | internal class CSharpProject : List, ICSharpProject method WriteToDisk (line 20) | public void WriteToDisk(string location) FILE: src/Microsoft.ML.CodeGenerator/CodeGenerator/CSharp/CSharpProjectFile.cs class CSharpProjectFile (line 14) | internal class CSharpProjectFile : ICSharpFile method WriteToDisk (line 32) | public void WriteToDisk(string location) FILE: src/Microsoft.ML.CodeGenerator/CodeGenerator/CSharp/CSharpSolution.cs class CSharpSolution (line 15) | internal class CSharpSolution : List, ICSharpSolution method WriteToDisk (line 19) | public void WriteToDisk(string folder) FILE: src/Microsoft.ML.CodeGenerator/CodeGenerator/CSharp/CodeGenerator.cs class CodeGenerator (line 22) | internal class CodeGenerator : IProjectGenerator method CodeGenerator (line 36) | internal CodeGenerator(Pipeline pipeline, ColumnInferenceResults colum... method GenerateOutput (line 43) | public void GenerateOutput() method SetRequiredNugetPackages (line 99) | private void SetRequiredNugetPackages(IEnumerable traine... method GenerateConsoleAppProjectContents (line 138) | internal (string ConsoleAppProgramCSFileContent, string ConsoleAppProj... method GenerateModelProjectContents (line 160) | internal (string ModelInputCSFileContent, string ModelOutputCSFileCont... method GenerateConsumeModelCSFileContent (line 187) | private string GenerateConsumeModelCSFileContent(string namespaceValue) method GenerateTransformsAndTrainers (line 198) | internal (string Usings, string TrainerMethod, List PreTrainer... method GenerateTransformsAndUsings (line 238) | internal IList<(string, string[])> GenerateTransformsAndUsings(IEnumer... method GenerateTrainerAndUsings (line 252) | internal (string, string[]) GenerateTrainerAndUsings() method GenerateClassLabels (line 266) | internal IList GenerateClassLabels(IDictionary FILE: src/Microsoft.ML.CodeGenerator/CodeGenerator/CSharp/Interface/ICSharpProjectGenerator.cs type ICSharpProjectGenerator (line 11) | internal interface ICSharpProjectGenerator method ToProject (line 13) | ICSharpProject ToProject(); FILE: src/Microsoft.ML.CodeGenerator/CodeGenerator/CSharp/Interface/ICSharpSolution.cs type ICSharpSolution (line 11) | internal interface ICSharpSolution : IWritable, IEnumerable FILE: src/Microsoft.ML.CodeGenerator/CodeGenerator/CSharp/Interface/ICSharpSolutionGenerator.cs type ICSharpSolutionGenerator (line 11) | internal interface ICSharpSolutionGenerator : IProjectGenerator method ToSolution (line 13) | ICSharpSolution ToSolution(); FILE: src/Microsoft.ML.CodeGenerator/CodeGenerator/CSharp/Interface/IProjectGenerator.cs type IProjectGenerator (line 9) | internal interface IProjectGenerator method GenerateOutput (line 11) | void GenerateOutput(); FILE: src/Microsoft.ML.CodeGenerator/CodeGenerator/CSharp/Interface/IWritable.cs type IWritable (line 11) | public interface IWritable method WriteToDisk (line 13) | void WriteToDisk(string path); FILE: src/Microsoft.ML.CodeGenerator/CodeGenerator/CSharp/PipelineExtension.cs class PipelineExtension (line 14) | internal static class PipelineExtension method GenerateTransformsAndTrainers (line 16) | internal static (string Usings, string TrainerMethod, List Pre... method GenerateTransformsAndUsings (line 56) | internal static IList<(string, string[])> GenerateTransformsAndUsings(... method GenerateTrainerAndUsings (line 70) | internal static (string, string[]) GenerateTrainerAndUsings(Pipeline p... FILE: src/Microsoft.ML.CodeGenerator/CodeGenerator/CSharp/Symbols.cs class Symbols (line 7) | internal static class Symbols FILE: src/Microsoft.ML.CodeGenerator/CodeGenerator/CSharp/TrainerGeneratorBase.cs class TrainerGeneratorBase (line 17) | internal abstract class TrainerGeneratorBase : ITrainerGenerator method TrainerGeneratorBase (line 34) | protected TrainerGeneratorBase(PipelineNode node) method Initialize (line 39) | private void Initialize(PipelineNode node) method BuildComplexParameter (line 124) | internal static string BuildComplexParameter(string paramName, IDictio... method AppendArguments (line 135) | internal static string AppendArguments(IDictionary arg... method GenerateTrainer (line 155) | public virtual string GenerateTrainer() method GenerateUsings (line 173) | public virtual string[] GenerateUsings() FILE: src/Microsoft.ML.CodeGenerator/CodeGenerator/CSharp/TrainerGeneratorFactory.cs type ITrainerGenerator (line 11) | internal interface ITrainerGenerator method GenerateTrainer (line 13) | string GenerateTrainer(); method GenerateUsings (line 15) | string[] GenerateUsings(); class TrainerGeneratorFactory (line 18) | internal static class TrainerGeneratorFactory method GetInstance (line 20) | internal static ITrainerGenerator GetInstance(PipelineNode node) FILE: src/Microsoft.ML.CodeGenerator/CodeGenerator/CSharp/TrainerGenerators.cs class TrainerGenerators (line 11) | internal static class TrainerGenerators class LightGbmBase (line 13) | internal abstract class LightGbmBase : TrainerGeneratorBase method LightGbmBase (line 40) | public LightGbmBase(PipelineNode node) : base(node) class LightGbmBinary (line 45) | internal class LightGbmBinary : LightGbmBase method LightGbmBinary (line 49) | public LightGbmBinary(PipelineNode node) : base(node) class LightGbmMulti (line 54) | internal class LightGbmMulti : LightGbmBase method LightGbmMulti (line 58) | public LightGbmMulti(PipelineNode node) : base(node) class LightGbmRegression (line 63) | internal class LightGbmRegression : LightGbmBase method LightGbmRegression (line 67) | public LightGbmRegression(PipelineNode node) : base(node) class LightGbmRanking (line 72) | internal class LightGbmRanking : LightGbmBase method LightGbmRanking (line 76) | public LightGbmRanking(PipelineNode node) : base(node) class AveragedPerceptron (line 81) | internal class AveragedPerceptron : TrainerGeneratorBase method AveragedPerceptron (line 110) | public AveragedPerceptron(PipelineNode node) : base(node) class FastTreeBase (line 116) | internal abstract class FastTreeBase : TrainerGeneratorBase method FastTreeBase (line 140) | public FastTreeBase(PipelineNode node) : base(node) class FastForestClassification (line 145) | internal class FastForestClassification : FastTreeBase method FastForestClassification (line 153) | public FastForestClassification(PipelineNode node) : base(node) class FastForestRegression (line 158) | internal class FastForestRegression : FastTreeBase method FastForestRegression (line 166) | public FastForestRegression(PipelineNode node) : base(node) class FastTreeClassification (line 171) | internal class FastTreeClassification : FastTreeBase method FastTreeClassification (line 179) | public FastTreeClassification(PipelineNode node) : base(node) class FastTreeRegression (line 184) | internal class FastTreeRegression : FastTreeBase method FastTreeRegression (line 192) | public FastTreeRegression(PipelineNode node) : base(node) class FastTreeRanking (line 197) | internal class FastTreeRanking : FastTreeBase method FastTreeRanking (line 205) | public FastTreeRanking(PipelineNode node) : base(node) class FastTreeTweedie (line 210) | internal class FastTreeTweedie : FastTreeBase method FastTreeTweedie (line 218) | public FastTreeTweedie(PipelineNode node) : base(node) class LinearSvm (line 224) | internal class LinearSvm : TrainerGeneratorBase method LinearSvm (line 250) | public LinearSvm(PipelineNode node) : base(node) class LbfgsLogisticRegressionBase (line 257) | internal abstract class LbfgsLogisticRegressionBase : TrainerGenerator... method LbfgsLogisticRegressionBase (line 281) | public LbfgsLogisticRegressionBase(PipelineNode node) : base(node) class LbfgsLogisticRegressionBinary (line 285) | internal class LbfgsLogisticRegressionBinary : LbfgsLogisticRegression... method LbfgsLogisticRegressionBinary (line 292) | public LbfgsLogisticRegressionBinary(PipelineNode node) : base(node) class LbfgsMaximumEntropyMulti (line 297) | internal class LbfgsMaximumEntropyMulti : LbfgsLogisticRegressionBase method LbfgsMaximumEntropyMulti (line 304) | public LbfgsMaximumEntropyMulti(PipelineNode node) : base(node) class OnlineGradientDescentRegression (line 310) | internal class OnlineGradientDescentRegression : TrainerGeneratorBase method OnlineGradientDescentRegression (line 339) | public OnlineGradientDescentRegression(PipelineNode node) : base(node) class OlsRegression (line 344) | internal class OlsRegression : TrainerGeneratorBase method OlsRegression (line 369) | public OlsRegression(PipelineNode node) : base(node) class LbfgsPoissonRegression (line 374) | internal class LbfgsPoissonRegression : TrainerGeneratorBase method LbfgsPoissonRegression (line 404) | public LbfgsPoissonRegression(PipelineNode node) : base(node) class StochasticDualCoordinateAscentBase (line 410) | internal abstract class StochasticDualCoordinateAscentBase : TrainerGe... method StochasticDualCoordinateAscentBase (line 433) | public StochasticDualCoordinateAscentBase(PipelineNode node) : base(... class StochasticDualCoordinateAscentBinary (line 438) | internal class StochasticDualCoordinateAscentBinary : StochasticDualCo... method StochasticDualCoordinateAscentBinary (line 445) | public StochasticDualCoordinateAscentBinary(PipelineNode node) : bas... class StochasticDualCoordinateAscentMulti (line 450) | internal class StochasticDualCoordinateAscentMulti : StochasticDualCoo... method StochasticDualCoordinateAscentMulti (line 457) | public StochasticDualCoordinateAscentMulti(PipelineNode node) : base... class StochasticDualCoordinateAscentRegression (line 462) | internal class StochasticDualCoordinateAscentRegression : StochasticDu... method StochasticDualCoordinateAscentRegression (line 469) | public StochasticDualCoordinateAscentRegression(PipelineNode node) :... class SgdCalibratedBinary (line 475) | internal class SgdCalibratedBinary : TrainerGeneratorBase method SgdCalibratedBinary (line 503) | public SgdCalibratedBinary(PipelineNode node) : base(node) class SymbolicSgdLogisticRegressionBinary (line 508) | internal class SymbolicSgdLogisticRegressionBinary : TrainerGeneratorBase method SymbolicSgdLogisticRegressionBinary (line 533) | public SymbolicSgdLogisticRegressionBinary(PipelineNode node) : base... class OneVersusAll (line 539) | internal class OneVersusAll : TrainerGeneratorBase method OneVersusAll (line 555) | public OneVersusAll(PipelineNode node) : base(node) method GenerateTrainer (line 560) | public override string GenerateTrainer() method GenerateUsings (line 578) | public override string[] GenerateUsings() class ImageClassificationTrainer (line 584) | internal sealed class ImageClassificationTrainer : TrainerGeneratorBase method ImageClassificationTrainer (line 591) | public ImageClassificationTrainer(PipelineNode node) : base(node) class MatrixFactorization (line 605) | internal class MatrixFactorization : TrainerGeneratorBase method MatrixFactorization (line 630) | public MatrixFactorization(PipelineNode node) : base(node) FILE: src/Microsoft.ML.CodeGenerator/CodeGenerator/CSharp/TransformGeneratorBase.cs class TransformGeneratorBase (line 14) | internal abstract class TransformGeneratorBase : ITransformGenerator method TransformGeneratorBase (line 31) | protected TransformGeneratorBase(PipelineNode node) method Initialize (line 37) | private void Initialize(PipelineNode node) method GenerateTransformer (line 54) | public abstract string GenerateTransformer(); method GenerateUsings (line 56) | public string[] GenerateUsings() FILE: src/Microsoft.ML.CodeGenerator/CodeGenerator/CSharp/TransformGeneratorFactory.cs type ITransformGenerator (line 10) | internal interface ITransformGenerator method GenerateTransformer (line 12) | string GenerateTransformer(); method GenerateUsings (line 14) | string[] GenerateUsings(); type SpecialTransformer (line 18) | internal enum SpecialTransformer class TransformGeneratorFactory (line 26) | internal static class TransformGeneratorFactory method GetInstance (line 28) | internal static ITransformGenerator GetInstance(PipelineNode node) FILE: src/Microsoft.ML.CodeGenerator/CodeGenerator/CSharp/TransformGenerators.cs class Normalizer (line 12) | internal class Normalizer : TransformGeneratorBase method Normalizer (line 14) | public Normalizer(PipelineNode node) : base(node) method GenerateTransformer (line 20) | public override string GenerateTransformer() class OneHotEncoding (line 35) | internal class OneHotEncoding : TransformGeneratorBase method OneHotEncoding (line 37) | public OneHotEncoding(PipelineNode node) : base(node) method GenerateTransformer (line 45) | public override string GenerateTransformer() class ColumnConcat (line 70) | internal class ColumnConcat : TransformGeneratorBase method ColumnConcat (line 72) | public ColumnConcat(PipelineNode node) : base(node) method GenerateTransformer (line 78) | public override string GenerateTransformer() class ColumnCopying (line 100) | internal class ColumnCopying : TransformGeneratorBase method ColumnCopying (line 102) | public ColumnCopying(PipelineNode node) : base(node) method GenerateTransformer (line 108) | public override string GenerateTransformer() class KeyToValueMapping (line 123) | internal class KeyToValueMapping : TransformGeneratorBase method KeyToValueMapping (line 125) | public KeyToValueMapping(PipelineNode node) : base(node) method GenerateTransformer (line 131) | public override string GenerateTransformer() class Hashing (line 146) | internal class Hashing : TransformGeneratorBase method Hashing (line 148) | public Hashing(PipelineNode node) : base(node) method GenerateTransformer (line 154) | public override string GenerateTransformer() class MissingValueIndicator (line 169) | internal class MissingValueIndicator : TransformGeneratorBase method MissingValueIndicator (line 171) | public MissingValueIndicator(PipelineNode node) : base(node) method GenerateTransformer (line 179) | public override string GenerateTransformer() class MissingValueReplacer (line 205) | internal class MissingValueReplacer : TransformGeneratorBase method MissingValueReplacer (line 207) | public MissingValueReplacer(PipelineNode node) : base(node) method GenerateTransformer (line 215) | public override string GenerateTransformer() class OneHotHashEncoding (line 240) | internal class OneHotHashEncoding : TransformGeneratorBase method OneHotHashEncoding (line 242) | public OneHotHashEncoding(PipelineNode node) : base(node) method GenerateTransformer (line 250) | public override string GenerateTransformer() class TextFeaturizing (line 275) | internal class TextFeaturizing : TransformGeneratorBase method TextFeaturizing (line 277) | public TextFeaturizing(PipelineNode node) : base(node) method GenerateTransformer (line 283) | public override string GenerateTransformer() class TypeConverting (line 298) | internal class TypeConverting : TransformGeneratorBase method TypeConverting (line 300) | public TypeConverting(PipelineNode node) : base(node) method GenerateTransformer (line 308) | public override string GenerateTransformer() class ValueToKeyMapping (line 333) | internal class ValueToKeyMapping : TransformGeneratorBase method ValueToKeyMapping (line 335) | public ValueToKeyMapping(PipelineNode node) : base(node) method GenerateTransformer (line 341) | public override string GenerateTransformer() class ImageLoadingRawBytes (line 356) | internal class ImageLoadingRawBytes : TransformGeneratorBase method ImageLoadingRawBytes (line 358) | public ImageLoadingRawBytes(PipelineNode node) : base(node) method GenerateTransformer (line 364) | public override string GenerateTransformer() class ImageLoading (line 374) | internal class ImageLoading : TransformGeneratorBase method ImageLoading (line 376) | public ImageLoading(PipelineNode node) : base(node) method GenerateTransformer (line 382) | public override string GenerateTransformer() class ImageResizing (line 392) | internal class ImageResizing : TransformGeneratorBase method ImageResizing (line 394) | public ImageResizing(PipelineNode node) : base(node) { } method GenerateTransformer (line 397) | public override string GenerateTransformer() class ObjectDetectionImageResizing (line 403) | internal class ObjectDetectionImageResizing : TransformGeneratorBase method ObjectDetectionImageResizing (line 405) | public ObjectDetectionImageResizing(PipelineNode node) : base(node) { } method GenerateTransformer (line 408) | public override string GenerateTransformer() class PixelExtract (line 414) | internal class PixelExtract : TransformGeneratorBase method PixelExtract (line 416) | public PixelExtract(PipelineNode node) : base(node) { } method GenerateTransformer (line 419) | public override string GenerateTransformer() class ApplyOnnxModel (line 427) | internal class ApplyOnnxModel : TransformGeneratorBase method ApplyOnnxModel (line 429) | public ApplyOnnxModel(PipelineNode node) : base(node) { } method GenerateTransformer (line 432) | public override string GenerateTransformer() FILE: src/Microsoft.ML.CodeGenerator/Templates/Azure/Console/AzureModelBuilder.cs class AzureModelBuilder (line 21) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method TransformText (line 27) | public virtual string TransformText() method CLI_Annotation (line 135) | void CLI_Annotation() method MB_Annotation (line 148) | void MB_Annotation() class AzureModelBuilderBase (line 160) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method Write (line 247) | public void Write(string textToAppend) method WriteLine (line 289) | public void WriteLine(string textToAppend) method Write (line 298) | public void Write(string format, params object[] args) method WriteLine (line 305) | public void WriteLine(string format, params object[] args) method Error (line 312) | public void Error(string message) method Warning (line 321) | public void Warning(string message) method PushIndent (line 331) | public void PushIndent(string indent) method PopIndent (line 343) | public string PopIndent() method ClearIndent (line 361) | public void ClearIndent() class ToStringInstanceHelper (line 371) | public class ToStringInstanceHelper method ToStringWithCulture (line 394) | public string ToStringWithCulture(object objectToConvert) FILE: src/Microsoft.ML.CodeGenerator/Templates/Azure/Model/AzureImageModelOutputClass.cs class AzureImageModelOutputClass (line 20) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method TransformText (line 26) | public virtual string TransformText() method CLI_Annotation (line 76) | void CLI_Annotation() method MB_Annotation (line 89) | void MB_Annotation() class AzureImageModelOutputClassBase (line 101) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method Write (line 188) | public void Write(string textToAppend) method WriteLine (line 230) | public void WriteLine(string textToAppend) method Write (line 239) | public void Write(string format, params object[] args) method WriteLine (line 246) | public void WriteLine(string format, params object[] args) method Error (line 253) | public void Error(string message) method Warning (line 262) | public void Warning(string message) method PushIndent (line 272) | public void PushIndent(string indent) method PopIndent (line 284) | public string PopIndent() method ClearIndent (line 302) | public void ClearIndent() class ToStringInstanceHelper (line 312) | public class ToStringInstanceHelper method ToStringWithCulture (line 335) | public string ToStringWithCulture(object objectToConvert) FILE: src/Microsoft.ML.CodeGenerator/Templates/Azure/Model/AzureObjectDetectionModelOutputClass.cs class AzureObjectDetectionModelOutputClass (line 20) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method TransformText (line 26) | public virtual string TransformText() method CLI_Annotation (line 76) | void CLI_Annotation() method MB_Annotation (line 89) | void MB_Annotation() class AzureObjectDetectionModelOutputClassBase (line 101) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method Write (line 188) | public void Write(string textToAppend) method WriteLine (line 230) | public void WriteLine(string textToAppend) method Write (line 239) | public void Write(string format, params object[] args) method WriteLine (line 246) | public void WriteLine(string format, params object[] args) method Error (line 253) | public void Error(string message) method Warning (line 262) | public void Warning(string message) method PushIndent (line 272) | public void PushIndent(string indent) method PopIndent (line 284) | public string PopIndent() method ClearIndent (line 302) | public void ClearIndent() class ToStringInstanceHelper (line 312) | public class ToStringInstanceHelper method ToStringWithCulture (line 335) | public string ToStringWithCulture(object objectToConvert) FILE: src/Microsoft.ML.CodeGenerator/Templates/Console/ConsumeModel.cs class ConsumeModel (line 20) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method TransformText (line 26) | public virtual string TransformText() method CLI_Annotation (line 87) | void CLI_Annotation() method MB_Annotation (line 100) | void MB_Annotation() class ConsumeModelBase (line 112) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method Write (line 199) | public void Write(string textToAppend) method WriteLine (line 241) | public void WriteLine(string textToAppend) method Write (line 250) | public void Write(string format, params object[] args) method WriteLine (line 257) | public void WriteLine(string format, params object[] args) method Error (line 264) | public void Error(string message) method Warning (line 273) | public void Warning(string message) method PushIndent (line 283) | public void PushIndent(string indent) method PopIndent (line 295) | public string PopIndent() method ClearIndent (line 313) | public void ClearIndent() class ToStringInstanceHelper (line 323) | public class ToStringInstanceHelper method ToStringWithCulture (line 346) | public string ToStringWithCulture(object objectToConvert) FILE: src/Microsoft.ML.CodeGenerator/Templates/Console/ModelBuilder.cs class ModelBuilder (line 22) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method TransformText (line 28) | public virtual string TransformText() method CLI_Annotation (line 452) | void CLI_Annotation() method MB_Annotation (line 465) | void MB_Annotation() class ModelBuilderBase (line 477) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method Write (line 564) | public void Write(string textToAppend) method WriteLine (line 606) | public void WriteLine(string textToAppend) method Write (line 615) | public void Write(string format, params object[] args) method WriteLine (line 622) | public void WriteLine(string format, params object[] args) method Error (line 629) | public void Error(string message) method Warning (line 638) | public void Warning(string message) method PushIndent (line 648) | public void PushIndent(string indent) method PopIndent (line 660) | public string PopIndent() method ClearIndent (line 678) | public void ClearIndent() class ToStringInstanceHelper (line 688) | public class ToStringInstanceHelper method ToStringWithCulture (line 711) | public string ToStringWithCulture(object objectToConvert) FILE: src/Microsoft.ML.CodeGenerator/Templates/Console/ModelInputClass.cs class ModelInputClass (line 20) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method TransformText (line 26) | public virtual string TransformText() method CLI_Annotation (line 50) | void CLI_Annotation() method MB_Annotation (line 63) | void MB_Annotation() class ModelInputClassBase (line 75) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method Write (line 162) | public void Write(string textToAppend) method WriteLine (line 204) | public void WriteLine(string textToAppend) method Write (line 213) | public void Write(string format, params object[] args) method WriteLine (line 220) | public void WriteLine(string format, params object[] args) method Error (line 227) | public void Error(string message) method Warning (line 236) | public void Warning(string message) method PushIndent (line 246) | public void PushIndent(string indent) method PopIndent (line 258) | public string PopIndent() method ClearIndent (line 276) | public void ClearIndent() class ToStringInstanceHelper (line 286) | public class ToStringInstanceHelper method ToStringWithCulture (line 309) | public string ToStringWithCulture(object objectToConvert) FILE: src/Microsoft.ML.CodeGenerator/Templates/Console/ModelOutputClass.cs class ModelOutputClass (line 20) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method TransformText (line 26) | public virtual string TransformText() method CLI_Annotation (line 93) | void CLI_Annotation() method MB_Annotation (line 106) | void MB_Annotation() class ModelOutputClassBase (line 118) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method Write (line 205) | public void Write(string textToAppend) method WriteLine (line 247) | public void WriteLine(string textToAppend) method Write (line 256) | public void Write(string format, params object[] args) method WriteLine (line 263) | public void WriteLine(string format, params object[] args) method Error (line 270) | public void Error(string message) method Warning (line 279) | public void Warning(string message) method PushIndent (line 289) | public void PushIndent(string indent) method PopIndent (line 301) | public string PopIndent() method ClearIndent (line 319) | public void ClearIndent() class ToStringInstanceHelper (line 329) | public class ToStringInstanceHelper method ToStringWithCulture (line 352) | public string ToStringWithCulture(object objectToConvert) FILE: src/Microsoft.ML.CodeGenerator/Templates/Console/ModelProject.cs class ModelProject (line 20) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method TransformText (line 26) | public virtual string TransformText() class ModelProjectBase (line 107) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method Write (line 194) | public void Write(string textToAppend) method WriteLine (line 236) | public void WriteLine(string textToAppend) method Write (line 245) | public void Write(string format, params object[] args) method WriteLine (line 252) | public void WriteLine(string format, params object[] args) method Error (line 259) | public void Error(string message) method Warning (line 268) | public void Warning(string message) method PushIndent (line 278) | public void PushIndent(string indent) method PopIndent (line 290) | public string PopIndent() method ClearIndent (line 308) | public void ClearIndent() class ToStringInstanceHelper (line 318) | public class ToStringInstanceHelper method ToStringWithCulture (line 341) | public string ToStringWithCulture(object objectToConvert) FILE: src/Microsoft.ML.CodeGenerator/Templates/Console/PredictProgram.cs class PredictProgram (line 22) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method TransformText (line 28) | public virtual string TransformText() method CLI_Annotation (line 109) | void CLI_Annotation() method MB_Annotation (line 122) | void MB_Annotation() class PredictProgramBase (line 134) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method Write (line 221) | public void Write(string textToAppend) method WriteLine (line 263) | public void WriteLine(string textToAppend) method Write (line 272) | public void Write(string format, params object[] args) method WriteLine (line 279) | public void WriteLine(string format, params object[] args) method Error (line 286) | public void Error(string message) method Warning (line 295) | public void Warning(string message) method PushIndent (line 305) | public void PushIndent(string indent) method PopIndent (line 317) | public string PopIndent() method ClearIndent (line 335) | public void ClearIndent() class ToStringInstanceHelper (line 345) | public class ToStringInstanceHelper method ToStringWithCulture (line 368) | public string ToStringWithCulture(object objectToConvert) FILE: src/Microsoft.ML.CodeGenerator/Templates/Console/PredictProject.cs class PredictProject (line 21) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method TransformText (line 27) | public virtual string TransformText() class PredictProjectBase (line 112) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method Write (line 199) | public void Write(string textToAppend) method WriteLine (line 241) | public void WriteLine(string textToAppend) method Write (line 250) | public void Write(string format, params object[] args) method WriteLine (line 257) | public void WriteLine(string format, params object[] args) method Error (line 264) | public void Error(string message) method Warning (line 273) | public void Warning(string message) method PushIndent (line 283) | public void PushIndent(string indent) method PopIndent (line 295) | public string PopIndent() method ClearIndent (line 313) | public void ClearIndent() class ToStringInstanceHelper (line 323) | public class ToStringInstanceHelper method ToStringWithCulture (line 346) | public string ToStringWithCulture(object objectToConvert) FILE: src/Microsoft.ML.CodeGenerator/Utils.cs class Utils (line 24) | internal class Utils method Sanitize (line 26) | internal static string Sanitize(string name) method GenerateSampleData (line 37) | internal static IDictionary GenerateSampleData(string ... method GenerateSampleData (line 52) | internal static IDictionary GenerateSampleData(IDataVi... method GetValueFromColumn (line 85) | internal static string GetValueFromColumn(DataViewRowCursor rowCurs... method Normalize (line 132) | internal static string Normalize(string input) method GetCSharpType (line 150) | internal static Type GetCSharpType(DataKind labelType) method WriteOutputToFiles (line 175) | internal static void WriteOutputToFiles(string fileContent, string fil... method FormatCode (line 184) | internal static string FormatCode(string trainProgramCSFileContent) method AddProjectsToSolution (line 193) | internal static int AddProjectsToSolution(string solutionPath, string[... method AddProjectsToSolution (line 215) | internal static int AddProjectsToSolution(string modelprojectDir, method CreateSolutionFile (line 240) | internal static int CreateSolutionFile(string solutionFile, string out... method GenerateClassLabels (line 261) | internal static IList GenerateClassLabels(ColumnInferenceResul... method GenerateColumnNames (line 323) | internal static List GenerateColumnNames(List columnNa... method GetSymbolOfDataKind (line 341) | internal static string GetSymbolOfDataKind(DataKind dataKind) FILE: src/Microsoft.ML.Console/Console.cs class Console (line 7) | public static class Console method Main (line 9) | public static int Main(string[] args) => Maml.Main(args); FILE: src/Microsoft.ML.Core/BestFriendAttribute.cs class BestFriendAttribute (line 22) | [BestFriend] class WantsToBeBestFriendsAttribute (line 34) | [BestFriend] FILE: src/Microsoft.ML.Core/CommandLine/ArgumentAttribute.cs class ArgumentAttribute (line 16) | [AttributeUsage(AttributeTargets.Field)] type VisibilityType (line 20) | public enum VisibilityType method ArgumentAttribute (line 34) | public ArgumentAttribute(ArgumentType type) FILE: src/Microsoft.ML.Core/CommandLine/ArgumentType.cs type ArgumentType (line 12) | [Flags] FILE: src/Microsoft.ML.Core/CommandLine/CharCursor.cs class CharCursor (line 10) | internal sealed class CharCursor method CharCursor (line 23) | public CharCursor(string text) method CharCursor (line 32) | public CharCursor(string text, int min, int lim) method GetRest (line 43) | public string GetRest() method ChNext (line 49) | public char ChNext() method ChPeek (line 61) | public char ChPeek(int dich) FILE: src/Microsoft.ML.Core/CommandLine/CmdLexer.cs class CmdLexer (line 10) | [BestFriend] method CmdLexer (line 22) | public CmdLexer(CharCursor curs, bool escapes = true) method GetToken (line 31) | public void GetToken(StringBuilder bldr) method SkipWhiteSpace (line 94) | public void SkipWhiteSpace() method GatherCurlyGroup (line 118) | private void GatherCurlyGroup(StringBuilder bldr) method GatherCurlyContents (line 166) | internal void GatherCurlyContents(StringBuilder bldr) method GatherSlash (line 213) | private void GatherSlash(StringBuilder bldr, bool reduce) method GatherString (line 247) | private void GatherString(StringBuilder bldr, bool reduce) method UnquoteValue (line 288) | public static string UnquoteValue(string str) class CmdQuoter (line 306) | [BestFriend] method CmdQuoter (line 313) | private CmdQuoter(string str, StringBuilder sb) method NeedsQuoting (line 319) | public static bool NeedsQuoting(string str) method NeedsQuoting (line 327) | public static bool NeedsQuoting(StringBuilder sb, int ich) method QuoteValue (line 372) | public static bool QuoteValue(string str, StringBuilder sb, bool force... method QuoteValueCore (line 404) | private static bool QuoteValueCore(string str, StringBuilder sb, bool ... method TryNoQuoting (line 429) | private static bool TryNoQuoting(string str, StringBuilder sb) method TryNaiveQuoting (line 465) | private static bool TryNaiveQuoting(string str, StringBuilder sb) method QuoteValueCore (line 484) | private void QuoteValueCore() method HandleSlash (line 513) | private void HandleSlash() FILE: src/Microsoft.ML.Core/CommandLine/CmdParser.cs type SettingsFlags (line 25) | [Flags] type ICommandLineComponentFactory (line 43) | [BestFriend] method GetSettingsString (line 48) | string GetSettingsString(); class CmdParser (line 205) | [BestFriend] method ParseArguments (line 221) | public static bool ParseArguments(IHostEnvironment env, string setting... method ParseArguments (line 236) | public static bool ParseArguments(IHostEnvironment env, string setting... method ParseArguments (line 256) | private static bool ParseArguments(string settings, object destination... method ParseArguments (line 279) | public static bool ParseArguments(IHostEnvironment env, string setting... method ParseArguments (line 285) | public static bool ParseArguments(IHostEnvironment env, string setting... method ParseArguments (line 290) | public static bool ParseArguments(IHostEnvironment env, string setting... method CombineSettings (line 311) | public static string CombineSettings(string[] settings) method GetSettings (line 333) | public static string GetSettings(IHostEnvironment env, object values, ... method GetSettingPairs (line 352) | public static IEnumerable> GetSettingPair... method GetSettingPairs (line 372) | public static IEnumerable> GetSettingPair... method IsNumericType (line 382) | public static bool IsNumericType(Type type) method Report (line 395) | private void Report(string str) method Report (line 400) | private void Report(string fmt, params object[] args) method ArgumentsUsage (line 415) | public static string ArgumentsUsage(IHostEnvironment env, Type type, o... method CmdParser (line 422) | private CmdParser(IHostEnvironment env) method CmdParser (line 428) | private CmdParser(IHostEnvironment env, ErrorReporter reporter) method GetArgInfo (line 435) | public static ArgInfo GetArgInfo(Type type, object defaults) method ArgCase (line 440) | private static string ArgCase(string name) method GetArgumentInfo (line 462) | private static ArgumentInfo GetArgumentInfo(Type type, object defaults) method GetAttribute (line 539) | private static ArgumentAttribute GetAttribute(FieldInfo field) method ReportUnrecognizedArgument (line 547) | private void ReportUnrecognizedArgument(string argument) method ParseArgumentList (line 560) | private bool ParseArgumentList(ArgumentInfo info, string[] strs, objec... method TryGetOptionValue (line 708) | private bool TryGetOptionValue(ArgumentInfo info, string str, out Argu... method IsCurlyGroup (line 744) | private static bool IsCurlyGroup(string str) method Parse (line 756) | private bool Parse(ArgumentInfo info, string[] strs, object destination) method GetSettingsCore (line 774) | private static string GetSettingsCore(IHostEnvironment env, ArgumentIn... method AppendCustomItem (line 798) | private static void AppendCustomItem(IHostEnvironment env, ArgumentInf... method GetSettingPairsCore (line 828) | private IEnumerable> GetSettingPairsCore(... type ArgumentHelpStrings (line 840) | private readonly struct ArgumentHelpStrings method ArgumentHelpStrings (line 845) | public ArgumentHelpStrings(string syntax, string help) method GetUsageString (line 855) | private string GetUsageString(IHostEnvironment env, ArgumentInfo info,... method AddNewLine (line 945) | private static void AddNewLine(string newLine, StringBuilder builder, ... method GetAllHelpStrings (line 951) | private ArgumentHelpStrings[] GetAllHelpStrings(IHostEnvironment env, ... method GetHelpStrings (line 970) | private ArgumentHelpStrings GetHelpStrings(IHostEnvironment env, Argum... method LexFileArguments (line 975) | private bool LexFileArguments(string fileName, out string[] arguments) method TrimExePath (line 1001) | public static string TrimExePath(string args, out string exe) method TryGetFirstToken (line 1023) | public static bool TryGetFirstToken(string text, out string token, out... method LexString (line 1073) | public static bool LexString(string text, out string[] arguments) method IsNullableType (line 1101) | private static bool IsNullableType(Type type) method IsValidItemType (line 1106) | private static bool IsValidItemType(Type type) method CreateComponentFactory (line 1141) | public static ICommandLineComponentFactory CreateComponentFactory( method ParseComponentStrings (line 1153) | private static void ParseComponentStrings(string str, out string kind,... class ArgValue (line 1172) | private sealed class ArgValue method ArgValue (line 1177) | public ArgValue(string first) class ArgInfo (line 1184) | public sealed class ArgInfo method ArgInfo (line 1189) | private ArgInfo(ArgumentInfo info, Arg[] args) method TryGetArg (line 1197) | public bool TryGetArg(string name, out Arg arg) class Arg (line 1212) | public sealed class Arg method Arg (line 1246) | private Arg(Argument arg) method GetInfo (line 1252) | internal static ArgInfo GetInfo(Type type, object defaults = null) method TypeToString (line 1264) | private static string TypeToString(Type type) class ArgumentInfo (line 1332) | private sealed class ArgumentInfo method ArgumentInfo (line 1340) | public ArgumentInfo(Type type, Argument argDef, Argument[] args, Dic... method GetParseMethod (line 1363) | private static MethodInfo GetParseMethod(Type type) method GetUnparseMethod (line 1372) | private static MethodInfo GetUnparseMethod(Type type) method TryUnparse (line 1381) | public bool TryUnparse(object obj, StringBuilder sb) class Argument (line 1390) | private sealed class Argument method Argument (line 1420) | public Argument(int index, string name, string[] nicks, object defau... method IsKeyValuePair (line 1492) | private bool IsKeyValuePair(Type type) method Finish (line 1505) | public bool Finish(CmdParser owner, ArgValue val, object destination) method ReportMissingRequiredArgument (line 1655) | private bool ReportMissingRequiredArgument(CmdParser owner, ArgValue... method ReportDuplicateArgumentValue (line 1667) | private void ReportDuplicateArgumentValue(CmdParser owner, string va... method SetValue (line 1672) | public bool SetValue(CmdParser owner, ref ArgValue val, string value... method GetValue (line 1720) | public object GetValue(object source) method GetKey (line 1725) | public string GetKey(SettingsFlags flags) method ReportBadArgumentValue (line 1732) | private void ReportBadArgumentValue(CmdParser owner, string value) method ParseValue (line 1737) | private bool ParseValue(CmdParser owner, string data, out object value) method AppendHelpValue (line 1907) | private void AppendHelpValue(IHostEnvironment env, StringBuilder bui... method AppendSetting (line 1948) | public void AppendSetting(IHostEnvironment env, StringBuilder sb, ob... method AppendSettingCore (line 1992) | private void AppendSettingCore(IHostEnvironment env, StringBuilder s... method ExtractTag (line 2027) | private void ExtractTag(object value, out string tag, out object new... method GetSettingStrings (line 2046) | public IEnumerable GetSettingStrings(IHostEnvironment env, o... method GetString (line 2091) | private string GetString(IHostEnvironment env, object value, StringB... method GetFullHelpText (line 2130) | public string GetFullHelpText(IHostEnvironment env) method GetSyntaxHelp (line 2170) | public string GetSyntaxHelp() class ComponentFactoryFactory (line 2282) | private static class ComponentFactoryFactory method CreateComponentFactory (line 2284) | public static ICommandLineComponentFactory CreateComponentFactory( method TryCreateComponentFactory (line 2298) | public static bool TryCreateComponentFactory( class ComponentFactory (line 2334) | private abstract class ComponentFactory : ICommandLineComponentFactory method ComponentFactory (line 2340) | protected ComponentFactory(Type signatureType, string name, string... method GetSettingsString (line 2352) | public string GetSettingsString() method ToString (line 2357) | public override string ToString() method ComponentFactory (line 2375) | public ComponentFactory(Type signatureType, string name, string[] ... method CreateComponent (line 2380) | public TComponent CreateComponent(IHostEnvironment env) method ComponentFactory (line 2393) | public ComponentFactory(Type signatureType, string name, string[] ... method CreateComponent (line 2398) | public TComponent CreateComponent(IHostEnvironment env, TArg1 argu... method ComponentFactory (line 2412) | public ComponentFactory(Type signatureType, string name, string[] ... method CreateComponent (line 2417) | public TComponent CreateComponent(IHostEnvironment env, TArg1 argu... method ComponentFactory (line 2432) | public ComponentFactory(Type signatureType, string name, string[] ... method CreateComponent (line 2437) | public TComponent CreateComponent(IHostEnvironment env, TArg1 argu... class ComponentFactory (line 2372) | private class ComponentFactory : ComponentFactory, IComp... method ComponentFactory (line 2340) | protected ComponentFactory(Type signatureType, string name, string... method GetSettingsString (line 2352) | public string GetSettingsString() method ToString (line 2357) | public override string ToString() method ComponentFactory (line 2375) | public ComponentFactory(Type signatureType, string name, string[] ... method CreateComponent (line 2380) | public TComponent CreateComponent(IHostEnvironment env) method ComponentFactory (line 2393) | public ComponentFactory(Type signatureType, string name, string[] ... method CreateComponent (line 2398) | public TComponent CreateComponent(IHostEnvironment env, TArg1 argu... method ComponentFactory (line 2412) | public ComponentFactory(Type signatureType, string name, string[] ... method CreateComponent (line 2417) | public TComponent CreateComponent(IHostEnvironment env, TArg1 argu... method ComponentFactory (line 2432) | public ComponentFactory(Type signatureType, string name, string[] ... method CreateComponent (line 2437) | public TComponent CreateComponent(IHostEnvironment env, TArg1 argu... class ComponentFactory (line 2390) | private class ComponentFactory : ComponentFactory... method ComponentFactory (line 2340) | protected ComponentFactory(Type signatureType, string name, string... method GetSettingsString (line 2352) | public string GetSettingsString() method ToString (line 2357) | public override string ToString() method ComponentFactory (line 2375) | public ComponentFactory(Type signatureType, string name, string[] ... method CreateComponent (line 2380) | public TComponent CreateComponent(IHostEnvironment env) method ComponentFactory (line 2393) | public ComponentFactory(Type signatureType, string name, string[] ... method CreateComponent (line 2398) | public TComponent CreateComponent(IHostEnvironment env, TArg1 argu... method ComponentFactory (line 2412) | public ComponentFactory(Type signatureType, string name, string[] ... method CreateComponent (line 2417) | public TComponent CreateComponent(IHostEnvironment env, TArg1 argu... method ComponentFactory (line 2432) | public ComponentFactory(Type signatureType, string name, string[] ... method CreateComponent (line 2437) | public TComponent CreateComponent(IHostEnvironment env, TArg1 argu... class ComponentFactory (line 2409) | private class ComponentFactory : Component... method ComponentFactory (line 2340) | protected ComponentFactory(Type signatureType, string name, string... method GetSettingsString (line 2352) | public string GetSettingsString() method ToString (line 2357) | public override string ToString() method ComponentFactory (line 2375) | public ComponentFactory(Type signatureType, string name, string[] ... method CreateComponent (line 2380) | public TComponent CreateComponent(IHostEnvironment env) method ComponentFactory (line 2393) | public ComponentFactory(Type signatureType, string name, string[] ... method CreateComponent (line 2398) | public TComponent CreateComponent(IHostEnvironment env, TArg1 argu... method ComponentFactory (line 2412) | public ComponentFactory(Type signatureType, string name, string[] ... method CreateComponent (line 2417) | public TComponent CreateComponent(IHostEnvironment env, TArg1 argu... method ComponentFactory (line 2432) | public ComponentFactory(Type signatureType, string name, string[] ... method CreateComponent (line 2437) | public TComponent CreateComponent(IHostEnvironment env, TArg1 argu... class ComponentFactory (line 2429) | private class ComponentFactory : Co... method ComponentFactory (line 2340) | protected ComponentFactory(Type signatureType, string name, string... method GetSettingsString (line 2352) | public string GetSettingsString() method ToString (line 2357) | public override string ToString() method ComponentFactory (line 2375) | public ComponentFactory(Type signatureType, string name, string[] ... method CreateComponent (line 2380) | public TComponent CreateComponent(IHostEnvironment env) method ComponentFactory (line 2393) | public ComponentFactory(Type signatureType, string name, string[] ... method CreateComponent (line 2398) | public TComponent CreateComponent(IHostEnvironment env, TArg1 argu... method ComponentFactory (line 2412) | public ComponentFactory(Type signatureType, string name, string[] ... method CreateComponent (line 2417) | public TComponent CreateComponent(IHostEnvironment env, TArg1 argu... method ComponentFactory (line 2432) | public ComponentFactory(Type signatureType, string name, string[] ... method CreateComponent (line 2437) | public TComponent CreateComponent(IHostEnvironment env, TArg1 argu... FILE: src/Microsoft.ML.Core/CommandLine/DefaultArgumentAttribute.cs class DefaultArgumentAttribute (line 16) | [AttributeUsage(AttributeTargets.Field)] method DefaultArgumentAttribute (line 24) | public DefaultArgumentAttribute(ArgumentType type) FILE: src/Microsoft.ML.Core/CommandLine/EnumValueDisplayAttribute.cs class EnumValueDisplayAttribute (line 12) | [AttributeUsage(AttributeTargets.Field)] method EnumValueDisplayAttribute (line 18) | public EnumValueDisplayAttribute(string name) FILE: src/Microsoft.ML.Core/CommandLine/HideEnumValueAttribute.cs class HideEnumValueAttribute (line 12) | [AttributeUsage(AttributeTargets.Field)] method HideEnumValueAttribute (line 16) | public HideEnumValueAttribute() FILE: src/Microsoft.ML.Core/CommandLine/SpecialPurpose.cs class SpecialPurpose (line 7) | [BestFriend] FILE: src/Microsoft.ML.Core/ComponentModel/AssemblyLoadingUtils.cs class AssemblyLoadingUtils (line 13) | [Obsolete("The usage for this is intended for the internal command line ... method LoadAndRegister (line 21) | public static void LoadAndRegister(IHostEnvironment env, string[] asse... method CreateAssemblyRegistrar (line 85) | public static IDisposable CreateAssemblyRegistrar(IHostEnvironment env... method RegisterCurrentLoadedAssemblies (line 93) | public static void RegisterCurrentLoadedAssemblies(IHostEnvironment env) method CreateTempDirectory (line 103) | private static string CreateTempDirectory() method GetTempPath (line 110) | private static string GetTempPath() method ShouldSkipPath (line 145) | private static bool ShouldSkipPath(string path) method LoadAssembliesInDir (line 188) | private static void LoadAssembliesInDir(IHostEnvironment env, string d... method LoadAssembly (line 209) | private static Assembly LoadAssembly(IHostEnvironment env, string path) method CanContainComponents (line 233) | private static bool CanContainComponents(Assembly assembly) method TryRegisterAssembly (line 250) | private static void TryRegisterAssembly(ComponentCatalog catalog, Asse... class AssemblyRegistrar (line 262) | private sealed class AssemblyRegistrar : IDisposable method AssemblyRegistrar (line 266) | public AssemblyRegistrar(IHostEnvironment env, string path) method Dispose (line 282) | public void Dispose() method CurrentDomainAssemblyLoad (line 287) | private void CurrentDomainAssemblyLoad(object sender, AssemblyLoadEv... FILE: src/Microsoft.ML.Core/ComponentModel/ComponentCatalog.cs class Extension (line 17) | internal static class Extension method Accessmodifier (line 19) | internal static AccessModifier Accessmodifier(this MethodInfo methodInfo) method Accessmodifier (line 36) | internal static AccessModifier Accessmodifier(this ConstructorInfo con... type AccessModifier (line 53) | internal enum AccessModifier class ComponentCatalog (line 71) | public sealed class ComponentCatalog method ComponentCatalog (line 73) | internal ComponentCatalog() class LoadableClassInfo (line 92) | [BestFriend] type Key (line 98) | internal readonly struct Key : IEquatable method Key (line 103) | public Key(string name, Type sig) method GetHashCode (line 109) | public override int GetHashCode() method Equals (line 114) | public override bool Equals(object obj) method Equals (line 119) | public bool Equals(Key other) method LoadableClassInfo (line 200) | internal LoadableClassInfo(LoadableClassAttributeBase attr, MethodIn... method CreateInstanceCore (line 234) | internal object CreateInstanceCore(object[] ctorArgs) method CreateInstance (line 265) | public object CreateInstance(IHostEnvironment env, object args, obje... method CreateInstance (line 286) | public TRes CreateInstance(IHostEnvironment env, object args, ... method CreateInstance (line 296) | public TRes CreateInstance(IHostEnvironment env) method CreateArguments (line 307) | public object CreateArguments() class EntryPointInfo (line 326) | [BestFriend] method EntryPointInfo (line 340) | internal EntryPointInfo(MethodInfo method, method FindEntryPointKinds (line 370) | private Type[] FindEntryPointKinds(Type type) method ToString (line 386) | public override string ToString() => $"{Name}: {Description}"; class ComponentInfo (line 394) | [BestFriend] method ComponentInfo (line 405) | internal ComponentInfo(Type interfaceType, string kind, Type argumen... method TryGetIniters (line 458) | private static bool TryGetIniters(Type instType, Type loaderType, Type... method AddClass (line 524) | private void AddClass(LoadableClassInfo info, string[] loadNames, bool... method ScanForEntryPoints (line 562) | private void ScanForEntryPoints(LoadableClassInfo info) method ScanForComponents (line 594) | private bool ScanForComponents(Type nestedType) method FindInstanceGetter (line 642) | private static MethodInfo FindInstanceGetter(Type instType, Type loade... method FindCreateMethod (line 660) | private static MethodInfo FindCreateMethod(Type instType, Type loaderT... method RegisterAssembly (line 685) | public void RegisterAssembly(Assembly assembly, bool throwOnError = true) method GetAllClasses (line 720) | [BestFriend] method GetAllDerivedClasses (line 730) | [BestFriend] method GetAllSignatureTypes (line 749) | [BestFriend] method SignatureToString (line 758) | [BestFriend] method FindClassCore (line 769) | private LoadableClassInfo FindClassCore(LoadableClassInfo.Key key) method FindLoadableClasses (line 778) | [BestFriend] method FindLoadableClasses (line 789) | [BestFriend] method FindLoadableClasses (line 797) | [BestFriend] method GetLoadableClassInfo (line 807) | [BestFriend] method GetLoadableClassInfo (line 813) | [BestFriend] method AllEntryPoints (line 825) | [BestFriend] method TryFindEntryPoint (line 831) | [BestFriend] method TryFindComponent (line 838) | [BestFriend] method TryFindComponent (line 849) | [BestFriend] method TryFindComponent (line 858) | [BestFriend] method TryFindComponent (line 869) | [BestFriend] method TryFindComponentCaseInsensitive (line 883) | [BestFriend] method AnyMatch (line 896) | private static bool AnyMatch(string name, string[] aliases) method GetAllComponentKinds (line 906) | [BestFriend] method GetAllComponents (line 915) | [BestFriend] method GetAllComponents (line 926) | [BestFriend] method TryGetComponentKind (line 933) | [BestFriend] method TryGetComponentShortName (line 945) | [BestFriend] method IsValidName (line 964) | private static bool IsValidName(string name) method CreateInstance (line 975) | [BestFriend] method TryCreateInstance (line 989) | [BestFriend] method TryCreateInstance (line 996) | [BestFriend] method ParseArguments (line 1049) | private static void ParseArguments(IHostEnvironment env, object args, ... method LoadExtensions (line 1075) | private void LoadExtensions(Assembly assembly, bool throwOnError) method CanContainExtensions (line 1111) | private static bool CanContainExtensions(Assembly assembly) method HasMLNetPublicKey (line 1122) | private static bool HasMLNetPublicKey(Assembly assembly) method GetExtensionValue (line 1128) | [BestFriend] FILE: src/Microsoft.ML.Core/ComponentModel/ComponentFactory.cs type IComponentFactory (line 12) | public interface IComponentFactory method CreateComponent (line 21) | TComponent CreateComponent(IHostEnvironment env); method CreateComponent (line 29) | TComponent CreateComponent(IHostEnvironment env, TArg1 argument1); method CreateComponent (line 37) | TComponent CreateComponent(IHostEnvironment env, TArg1 argument1, TArg... method CreateComponent (line 45) | TComponent CreateComponent(IHostEnvironment env, TArg1 argument1, TArg... type IComponentFactory (line 19) | public interface IComponentFactory : IComponentFactory method CreateComponent (line 21) | TComponent CreateComponent(IHostEnvironment env); method CreateComponent (line 29) | TComponent CreateComponent(IHostEnvironment env, TArg1 argument1); method CreateComponent (line 37) | TComponent CreateComponent(IHostEnvironment env, TArg1 argument1, TArg... method CreateComponent (line 45) | TComponent CreateComponent(IHostEnvironment env, TArg1 argument1, TArg... type IComponentFactory (line 27) | public interface IComponentFactory : IComponen... method CreateComponent (line 21) | TComponent CreateComponent(IHostEnvironment env); method CreateComponent (line 29) | TComponent CreateComponent(IHostEnvironment env, TArg1 argument1); method CreateComponent (line 37) | TComponent CreateComponent(IHostEnvironment env, TArg1 argument1, TArg... method CreateComponent (line 45) | TComponent CreateComponent(IHostEnvironment env, TArg1 argument1, TArg... type IComponentFactory (line 35) | public interface IComponentFactory :... method CreateComponent (line 21) | TComponent CreateComponent(IHostEnvironment env); method CreateComponent (line 29) | TComponent CreateComponent(IHostEnvironment env, TArg1 argument1); method CreateComponent (line 37) | TComponent CreateComponent(IHostEnvironment env, TArg1 argument1, TArg... method CreateComponent (line 45) | TComponent CreateComponent(IHostEnvironment env, TArg1 argument1, TArg... type IComponentFactory (line 43) | public interface IComponentFactory CreateFromFunction CreateFromFunction<... method CreateFromFunction (line 76) | public static IComponentFactory CreateFromFu... method CreateFromFunction (line 85) | public static IComponentFactory Creat... class SimpleComponentFactory (line 94) | private sealed class SimpleComponentFactory : IComponentFa... method SimpleComponentFactory (line 98) | public SimpleComponentFactory(Func fac... method CreateComponent (line 103) | public TComponent CreateComponent(IHostEnvironment env) method SimpleComponentFactory (line 118) | public SimpleComponentFactory(Func : IComp... method SimpleComponentFactory (line 98) | public SimpleComponentFactory(Func fac... method CreateComponent (line 103) | public TComponent CreateComponent(IHostEnvironment env) method SimpleComponentFactory (line 118) | public SimpleComponentFactory(Func ... method SimpleComponentFactory (line 98) | public SimpleComponentFactory(Func fac... method CreateComponent (line 103) | public TComponent CreateComponent(IHostEnvironment env) method SimpleComponentFactory (line 118) | public SimpleComponentFactory(Func fac... method CreateComponent (line 103) | public TComponent CreateComponent(IHostEnvironment env) method SimpleComponentFactory (line 118) | public SimpleComponentFactory(Func(this DataViewSchema.Annotation... FILE: src/Microsoft.ML.Core/Data/AnnotationUtils.cs class AnnotationUtils (line 17) | [BestFriend] class Kinds (line 23) | public static class Kinds class Const (line 84) | public static class Const class ScoreColumnKind (line 86) | public static class ScoreColumnKind class ScoreValueKind (line 102) | public static class ScoreValueKind method ExceptGetAnnotation (line 118) | public static Exception ExceptGetAnnotation() => Contracts.Except("Inv... method ExceptGetAnnotation (line 123) | public static Exception ExceptGetAnnotation(this IExceptionContext ctx... method Marshal (line 128) | public static void Marshal(this AnnotationGetter ... method GetNamesType (line 142) | public static VectorDataViewType GetNamesType(int size) method GetCategoricalType (line 154) | public static VectorDataViewType GetCategoricalType(int rangeCount) method GetSlotNamesPair (line 178) | public static KeyValuePair GetSlotNamesPair(int ... method GetKeyNamesPair (line 187) | public static KeyValuePair GetKeyNamesPair(int s... method GetPair (line 196) | public static KeyValuePair GetPair(this DataView... method Prepend (line 207) | public static IEnumerable Prepend(this IEnumerable tail, para... method GetMaxAnnotationKind (line 220) | public static uint GetMaxAnnotationKind(this DataViewSchema schema, ou... method GetColumnSet (line 246) | public static IEnumerable GetColumnSet(this DataViewSchema schema... method GetColumnSet (line 265) | public static IEnumerable GetColumnSet(this DataViewSchema schema... method HasSlotNames (line 285) | public static bool HasSlotNames(this DataViewSchema.Column column, int... method GetSlotNames (line 298) | public static void GetSlotNames(RoleMappedSchema schema, RoleMappedSch... method NeedsSlotNames (line 310) | public static bool NeedsSlotNames(this SchemaShape.Column col) method IsNormalized (line 324) | public static bool IsNormalized(this SchemaShape.Column column) method HasSlotNames (line 339) | public static bool HasSlotNames(this SchemaShape.Column col) method TryGetAnnotation (line 358) | public static bool TryGetAnnotation(this DataViewSchema schema, Pri... method TryGetCategoricalFeatureIndices (line 378) | public static bool TryGetCategoricalFeatureIndices(DataViewSchema sche... method GetTrainerOutputAnnotation (line 425) | public static IEnumerable GetTrainerOutputAnnotati... method AnnotationsForMulticlassScoreColumn (line 441) | public static IEnumerable AnnotationsForMulticlass... class AnnotationRow (line 458) | private sealed class AnnotationRow : DataViewRow method AnnotationRow (line 462) | public AnnotationRow(DataViewSchema.Annotations annotations) method GetGetter (line 479) | public override ValueGetter GetGetter(DataViewSchema... method GetIdGetter (line 481) | public override ValueGetter GetIdGetter() => (ref Dat... method IsColumnActive (line 486) | public override bool IsColumnActive(DataViewSchema.Column column) =>... method AnnotationsAsRow (line 494) | [BestFriend] FILE: src/Microsoft.ML.Core/Data/ColumnTypeExtensions.cs class ColumnTypeExtensions (line 13) | [BestFriend] method IsStandardScalar (line 20) | public static bool IsStandardScalar(this DataViewType columnType) => method GetKeyCount (line 28) | public static ulong GetKeyCount(this DataViewType columnType) => (colu... method GetKeyCountAsInt32 (line 34) | public static int GetKeyCountAsInt32(this DataViewType columnType, IEx... method GetItemType (line 45) | public static DataViewType GetItemType(this DataViewType columnType) =... method GetVectorSize (line 50) | public static int GetVectorSize(this DataViewType columnType) => (colu... method GetValueCount (line 56) | public static int GetValueCount(this DataViewType columnType) => (colu... method IsKnownSizeVector (line 62) | public static bool IsKnownSizeVector(this DataViewType columnType) => ... method GetRawKind (line 69) | public static InternalDataKind GetRawKind(this DataViewType columnType) method SameSizeAndItemType (line 79) | public static bool SameSizeAndItemType(this DataViewType columnType, D... method PrimitiveTypeFromType (line 95) | public static PrimitiveDataViewType PrimitiveTypeFromType(Type type) method PrimitiveTypeFromKind (line 112) | public static PrimitiveDataViewType PrimitiveTypeFromKind(InternalData... method NumberTypeFromType (line 129) | public static NumberDataViewType NumberTypeFromType(Type type) method NumberTypeFromKind (line 139) | private static NumberDataViewType NumberTypeFromKind(InternalDataKind ... FILE: src/Microsoft.ML.Core/Data/DataKind.cs type DataKind (line 37) | public enum DataKind : byte type InternalDataKind (line 78) | [BestFriend] class InternalDataKindExtensions (line 121) | [BestFriend] method ToIndex (line 131) | public static int ToIndex(this InternalDataKind kind) method FromIndex (line 139) | public static InternalDataKind FromIndex(int index) method ToInternalDataKind (line 149) | public static InternalDataKind ToInternalDataKind(this DataKind dataKi... method ToDataKind (line 156) | public static DataKind ToDataKind(this InternalDataKind kind) method ToMaxInt (line 166) | public static ulong ToMaxInt(this InternalDataKind kind) method ToMaxInt (line 195) | public static ulong ToMaxInt(this Type type) method ToMinInt (line 221) | public static long ToMinInt(this InternalDataKind kind) method ToType (line 249) | public static Type ToType(this InternalDataKind kind) method TryGetDataKind (line 293) | public static bool TryGetDataKind(this Type type, out InternalDataKind... method GetString (line 343) | public static string GetString(this InternalDataKind kind) FILE: src/Microsoft.ML.Core/Data/ICommand.cs type ICommand (line 13) | [BestFriend] method Run (line 16) | void Run(); FILE: src/Microsoft.ML.Core/Data/IEstimator.cs class SchemaShape (line 18) | public sealed class SchemaShape : IReadOnlyList type Column (line 28) | public struct Column type VectorKind (line 30) | public enum VectorKind method Column (line 61) | [BestFriend] method IsCompatibleWith (line 86) | [BestFriend] method GetTypeString (line 108) | [BestFriend] method SchemaShape (line 129) | public SchemaShape(IEnumerable columns) method GetColumnTypeShape (line 144) | [BestFriend] method Create (line 177) | [BestFriend] method TryFindColumn (line 206) | [BestFriend] method GetEnumerator (line 214) | public IEnumerator GetEnumerator() => ((IEnumerable)_c... method GetEnumerator (line 216) | IEnumerator IEnumerable.GetEnumerator() => GetEnumerator(); type IDataLoader (line 227) | public interface IDataLoader : ICanSaveModel method Load (line 233) | IDataView Load(TSource input); method GetOutputSchema (line 238) | DataViewSchema GetOutputSchema(); type IDataLoaderEstimator (line 245) | public interface IDataLoaderEstimator method Fit (line 254) | TLoader Fit(TSource input); method GetOutputSchema (line 260) | SchemaShape GetOutputSchema(); type ITransformer (line 267) | public interface ITransformer : ICanSaveModel method GetOutputSchema (line 273) | DataViewSchema GetOutputSchema(DataViewSchema inputSchema); method Transform (line 279) | IDataView Transform(IDataView input); method GetRowToRowMapper (line 294) | IRowToRowMapper GetRowToRowMapper(DataViewSchema inputSchema); type ITransformerWithDifferentMappingAtTrainingTime (line 297) | [BestFriend] method TransformForTrainingPipeline (line 300) | IDataView TransformForTrainingPipeline(IDataView input); type IEstimator (line 308) | public interface IEstimator method Fit (line 314) | TTransformer Fit(IDataView input); method GetOutputSchema (line 320) | SchemaShape GetOutputSchema(SchemaShape inputSchema); FILE: src/Microsoft.ML.Core/Data/IFileHandle.cs type IFileHandle (line 16) | public interface IFileHandle : IDisposable method CreateWriteStream (line 32) | Stream CreateWriteStream(); method OpenReadStream (line 37) | Stream OpenReadStream(); class SimpleFileHandle (line 43) | public sealed class SimpleFileHandle : IFileHandle method SimpleFileHandle (line 67) | public SimpleFileHandle(IExceptionContext ectx, string path, bool need... method Dispose (line 92) | public void Dispose() method CheckNotDisposed (line 151) | private void CheckNotDisposed() method CreateWriteStream (line 157) | public Stream CreateWriteStream() method OpenReadStream (line 173) | public Stream OpenReadStream() FILE: src/Microsoft.ML.Core/Data/IHostEnvironment.cs type IChannelProvider (line 14) | public interface IChannelProvider : IExceptionContext method Start (line 19) | IChannel Start(string name); method StartPipe (line 24) | IPipe StartPipe(string name); class HostEnvironmentExtensions (line 30) | [BestFriend] method OpenInputFile (line 36) | public static IFileHandle OpenInputFile(this IHostEnvironment env, str... method CreateOutputFile (line 46) | public static IFileHandle CreateOutputFile(this IHostEnvironment env, ... type IHostEnvironment (line 59) | public interface IHostEnvironment : IChannelProvider, IProgressChannelPr... method Register (line 64) | IHost Register(string name, int? seed = null, bool? verbose = null); type ICancelable (line 72) | [BestFriend] method CancelExecution (line 78) | void CancelExecution(); type IHostEnvironmentInternal (line 86) | [BestFriend] method TryAddOption (line 109) | bool TryAddOption(string name, T value); method SetOption (line 111) | void SetOption(string name, T value); method TryGetOption (line 113) | bool TryGetOption(string name, out T value); method GetOptionOrDefault (line 115) | T GetOptionOrDefault(string name); method RemoveOption (line 117) | bool RemoveOption(string name); type IHost (line 125) | public interface IHost : IHostEnvironment type IPipe (line 139) | public interface IPipe : IExceptionContext, IDisposable method Send (line 144) | void Send(TMessage msg); type ChannelMessageKind (line 152) | public enum ChannelMessageKind type MessageSensitivity (line 170) | [Flags] type ChannelMessage (line 210) | public readonly struct ChannelMessage method ChannelMessage (line 222) | [BestFriend] method ChannelMessage (line 232) | [BestFriend] type IChannel (line 247) | public interface IChannel : IPipe method Trace (line 249) | void Trace(MessageSensitivity sensitivity, string fmt); method Trace (line 250) | void Trace(MessageSensitivity sensitivity, string fmt, params object[]... method Error (line 251) | void Error(MessageSensitivity sensitivity, string fmt); method Error (line 252) | void Error(MessageSensitivity sensitivity, string fmt, params object[]... method Warning (line 253) | void Warning(MessageSensitivity sensitivity, string fmt); method Warning (line 254) | void Warning(MessageSensitivity sensitivity, string fmt, params object... method Info (line 255) | void Info(MessageSensitivity sensitivity, string fmt); method Info (line 256) | void Info(MessageSensitivity sensitivity, string fmt, params object[] ... class HostExtensions (line 265) | [BestFriend] method Apply (line 268) | public static T Apply(this IHost host, string channelName, Func fillAction); method Checkpoint (line 68) | void Checkpoint(params Double?[] values); class ProgressHeader (line 74) | public sealed class ProgressHeader method ProgressHeader (line 102) | public ProgressHeader(string[] metricNames, string[] unitNames) method ProgressHeader (line 115) | public ProgressHeader(params string[] unitNames) type IProgressEntry (line 124) | public interface IProgressEntry method SetProgress (line 130) | void SetProgress(int index, Double value); method SetProgress (line 136) | void SetProgress(int index, Double value, Double lim); method SetMetric (line 141) | void SetMetric(int index, Double value); FILE: src/Microsoft.ML.Core/Data/IRowToRowMapper.cs type IRowToRowMapper (line 18) | public interface IRowToRowMapper method GetDependencies (line 33) | IEnumerable GetDependencies(IEnumerable> GetInpu... type ISchemaBoundRowMapper (line 61) | [BestFriend] method GetDependenciesForNewColumns (line 72) | IEnumerable GetDependenciesForNewColumns(IEnume... method GetRow (line 88) | DataViewRow GetRow(DataViewRow input, IEnumerable GetMapper(); type IValueMapperDist (line 47) | [BestFriend] method GetMapper (line 56) | ValueMapper GetMapper(); FILE: src/Microsoft.ML.Core/Data/KeyTypeExtensions.cs class KeyTypeExtensions (line 12) | [BestFriend] method GetCountAsInt32 (line 18) | public static int GetCountAsInt32(this KeyDataViewType key, IException... FILE: src/Microsoft.ML.Core/Data/LinkedRootCursorBase.cs class LinkedRootCursorBase (line 12) | [BestFriend] method LinkedRootCursorBase (line 30) | protected LinkedRootCursorBase(IChannelProvider provider, DataViewRowC... method Dispose (line 39) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.Core/Data/LinkedRowFilterCursorBase.cs class LinkedRowFilterCursorBase (line 12) | [BestFriend] method LinkedRowFilterCursorBase (line 17) | protected LinkedRowFilterCursorBase(IChannelProvider provider, DataVie... method GetIdGetter (line 22) | public override ValueGetter GetIdGetter() method MoveNextCore (line 27) | protected override bool MoveNextCore() method Accept (line 41) | protected abstract bool Accept(); FILE: src/Microsoft.ML.Core/Data/LinkedRowRootCursorBase.cs class LinkedRowRootCursorBase (line 15) | [BestFriend] method LinkedRowRootCursorBase (line 23) | protected LinkedRowRootCursorBase(IChannelProvider provider, DataViewR... method IsColumnActive (line 35) | public sealed override bool IsColumnActive(DataViewSchema.Column column) method GetGetter (line 48) | public override ValueGetter GetGetter(DataViewSchema.C... FILE: src/Microsoft.ML.Core/Data/ModelHeader.cs type ModelHeader (line 14) | [BestFriend] method BeginWrite (line 107) | public static void BeginWrite(BinaryWriter writer, out long fpMin, out... method EndWrite (line 129) | public static void EndWrite(BinaryWriter writer, long fpMin, ref Model... method WriteLoaderAssemblyName (line 175) | private static void WriteLoaderAssemblyName(BinaryWriter writer, long ... method WriteHeaderAndTailCore (line 197) | public static void WriteHeaderAndTailCore(BinaryWriter writer, long fp... method EndModelCore (line 226) | public static void EndModelCore(BinaryWriter writer, long fpMin, ref M... method SetVersionInfo (line 241) | public static void SetVersionInfo(ref ModelHeader header, VersionInfo ... method SetLoaderSig (line 253) | public static void SetLoaderSig(ref ModelHeader header, string sig) method SetLoaderSigAlt (line 279) | public static void SetLoaderSigAlt(ref ModelHeader header, string sig) method MarshalToBytes (line 305) | public static void MarshalToBytes(ref ModelHeader header, byte[] bytes) method BeginRead (line 321) | public static void BeginRead(out long fpMin, out ModelHeader header, o... method EndRead (line 340) | public static void EndRead(long fpMin, ref ModelHeader header, BinaryR... method CheckVersionInfo (line 349) | public static void CheckVersionInfo(ref ModelHeader header, VersionInf... method MarshalFromBytes (line 372) | public static void MarshalFromBytes(out ModelHeader header, byte[] bytes) method TryValidate (line 386) | public static bool TryValidate(ref ModelHeader header, long size, out ... method TryValidate (line 466) | public static bool TryValidate(ref ModelHeader header, BinaryReader re... method GetLoaderSig (line 573) | public static string GetLoaderSig(ref ModelHeader header) method GetLoaderSigAlt (line 598) | public static string GetLoaderSigAlt(ref ModelHeader header) type VersionInfo (line 625) | [BestFriend] method VersionInfo (line 640) | public VersionInfo(string modelSignature, uint verWrittenCur, uint ver... FILE: src/Microsoft.ML.Core/Data/ModelLoadContext.cs class ModelLoadContext (line 19) | [BestFriend] method ModelLoadContext (line 76) | internal ModelLoadContext(RepositoryReader rep, Repository.Entry ent, ... method ModelLoadContext (line 102) | internal ModelLoadContext(BinaryReader reader, IExceptionContext ectx ... method CheckAtModel (line 114) | public void CheckAtModel() method CheckAtModel (line 119) | public void CheckAtModel(VersionInfo ver) method CheckVersionInfo (line 128) | public void CheckVersionInfo(VersionInfo ver) method LoadStringOrNull (line 137) | public string LoadStringOrNull() method LoadString (line 150) | public string LoadString() method LoadNonEmptyString (line 161) | public string LoadNonEmptyString() method Done (line 174) | public void Done() method Dispose (line 183) | public void Dispose() FILE: src/Microsoft.ML.Core/Data/ModelLoading.cs class ModelLoadContext (line 20) | internal sealed partial class ModelLoadContext : IDisposable method ContainsModel (line 53) | public bool ContainsModel(string name) method LoadModelOrNull (line 82) | public static bool LoadModelOrNull(IHostEnvironment env, o... method LoadModel (line 116) | public static void LoadModel(IHostEnvironment env, out TRe... method LoadModelOrNull (line 131) | public bool LoadModelOrNull(IHostEnvironment env, out TRes... method LoadModel (line 142) | public void LoadModel(IHostEnvironment env, out TRes resul... method TryLoadModel (line 155) | private static bool TryLoadModel(IHostEnvironment env, out... method LoadModel (line 177) | public static void LoadModel(IHostEnvironment env, out TRe... method TryLoadModel (line 190) | public static bool TryLoadModel(IHostEnvironment env, out ... method LoadModel (line 201) | public static void LoadModel(IHostEnvironment env, out TRe... method TryLoadModel (line 213) | public static bool TryLoadModel(IHostEnvironment env, out ... method LoadModel (line 228) | public static void LoadModel(IHostEnvironment env, out TRe... method TryLoadModelCore (line 240) | private bool TryLoadModelCore(IHostEnvironment env, out TR... method EnsureLoaderAssemblyIsRegistered (line 284) | private void EnsureLoaderAssemblyIsRegistered(ComponentCatalog catalog) method ConcatArgsRev (line 293) | private static object[] ConcatArgsRev(object[] args2, params object[] ... method TryProcessSubModel (line 302) | public bool TryProcessSubModel(string dir, Action ac... method TryLoadBinaryStream (line 326) | public bool TryLoadBinaryStream(string name, Action action) method TryLoadTextStream (line 347) | public bool TryLoadTextStream(string name, Action action) FILE: src/Microsoft.ML.Core/Data/ModelSaveContext.cs class ModelSaveContext (line 21) | public sealed partial class ModelSaveContext : IDisposable method ModelSaveContext (line 85) | internal ModelSaveContext(RepositoryWriter rep, string dir, string name) method ModelSaveContext (line 121) | internal ModelSaveContext(BinaryWriter writer, IExceptionContext ectx ... method CheckAtModel (line 136) | [BestFriend] method SetVersionInfo (line 147) | [BestFriend] method SaveTextStream (line 154) | [BestFriend] method SaveBinaryStream (line 170) | [BestFriend] method SaveStringOrNull (line 190) | [BestFriend] method SaveString (line 203) | [BestFriend] method SaveString (line 210) | [BestFriend] method SaveNonEmptyString (line 220) | [BestFriend] method SaveNonEmptyString (line 227) | [BestFriend] method Done (line 237) | [BestFriend] method Dispose (line 248) | public void Dispose() FILE: src/Microsoft.ML.Core/Data/ModelSaving.cs class ModelSaveContext (line 12) | public sealed partial class ModelSaveContext : IDisposable method SaveModel (line 17) | [BestFriend] method SaveModel (line 28) | [BestFriend] method Save (line 60) | [BestFriend] method SaveSubModel (line 77) | [BestFriend] FILE: src/Microsoft.ML.Core/Data/ProgressReporter.cs class ProgressReporting (line 17) | [BestFriend] class ProgressChannel (line 24) | public sealed class ProgressChannel : IProgressChannel method ProgressChannel (line 50) | public ProgressChannel(IExceptionContext ectx, ProgressTracker track... method SetHeader (line 66) | public void SetHeader(ProgressHeader header, Action ... method Checkpoint (line 71) | public void Checkpoint(params double?[] values) method Start (line 98) | private void Start() method Stop (line 103) | private void Stop() method Dispose (line 108) | public void Dispose() method GetProgress (line 125) | public ProgressEntry GetProgress() method StartProgressChannel (line 140) | public IProgressChannel StartProgressChannel(string name) method StartProgressChannel (line 145) | private IProgressChannel StartProgressChannel(int level) method SubChannelStopped (line 151) | private void SubChannelStopped(int id) method SubChannelStarted (line 158) | private void SubChannelStarted(int id, SubChannel channel) method BuildJointEntry (line 164) | private ProgressEntry BuildJointEntry(ProgressEntry rootEntry) class SubChannel (line 208) | private sealed class SubChannel : IProgressChannel method GetProgress (line 225) | public ProgressEntry GetProgress() method SubChannel (line 239) | public SubChannel(ProgressChannel root, int id, int level) method StartProgressChannel (line 250) | public IProgressChannel StartProgressChannel(string name) method Dispose (line 255) | public void Dispose() method SetHeader (line 260) | public void SetHeader(ProgressHeader header, Action GetAllProgress() method Reset (line 469) | public void Reset() class ProgressEntry (line 484) | public sealed class ProgressEntry : IProgressEntry method SetProgress (line 523) | public void SetProgress(int index, Double value) method SetProgress (line 534) | public void SetProgress(int index, Double value, Double lim) method SetMetric (line 545) | public void SetMetric(int index, Double value) method ProgressEntry (line 554) | public ProgressEntry(bool isCheckpoint, ProgressHeader header) class ProgressEvent (line 568) | public sealed class ProgressEvent type EventKind (line 571) | public enum EventKind method ProgressEvent (line 586) | public ProgressEvent(int index, string name, DateTime startTime, Pro... method ProgressEvent (line 600) | public ProgressEvent(int index, string name, DateTime startTime, Eve... FILE: src/Microsoft.ML.Core/Data/ReadOnlyMemoryUtils.cs class ReadOnlyMemoryUtils (line 14) | [BestFriend] method EqualsStr (line 21) | public static bool EqualsStr(string s, ReadOnlyMemory memory) method Split (line 34) | public static IEnumerable> Split(ReadOnlyMemory memory, char separato... method SplitOne (line 121) | public static bool SplitOne(ReadOnlyMemory memory, char[] separa... method TrimSpaces (line 154) | public static ReadOnlyMemory TrimSpaces(ReadOnlyMemory mem... method TrimWhiteSpace (line 175) | public static ReadOnlyMemory TrimWhiteSpace(ReadOnlyMemory... method TrimEndWhiteSpace (line 197) | public static ReadOnlyMemory TrimEndWhiteSpace(ReadOnlyMemory span... method AppendMemory (line 237) | public static StringBuilder AppendMemory(this StringBuilder sb, ReadOn... method AppendSpan (line 246) | public static StringBuilder AppendSpan(this StringBuilder sb, ReadOnly... class ReadonlyMemoryCharComparer (line 259) | public sealed class ReadonlyMemoryCharComparer : IEqualityComparer x, ReadOnlyMemory y) method GetHashCode (line 266) | public int GetHashCode(ReadOnlyMemory obj) FILE: src/Microsoft.ML.Core/Data/Repository.cs type ICanSaveModel (line 24) | public interface ICanSaveModel method Save (line 26) | void Save(ModelSaveContext ctx); type ICanSaveInBinaryFormat (line 33) | [BestFriend] method SaveAsBinary (line 36) | void SaveAsBinary(BinaryWriter writer); class Repository (line 42) | [BestFriend] class Entry (line 45) | public sealed class Entry : IDisposable method Entry (line 62) | internal Entry(Repository rep, string path, Stream stream) method Dispose (line 69) | public void Dispose() method Repository (line 108) | internal Repository(bool needDir, IExceptionContext ectx) method GetShortTempDir (line 121) | private static string GetShortTempDir(IExceptionContext ectx) method Dispose (line 144) | public void Dispose() method Dispose (line 153) | protected virtual void Dispose(bool disposing) method DisposeAllEntries (line 185) | protected void DisposeAllEntries() method RemoveEntry (line 198) | protected void RemoveEntry(Entry ent) method OnDispose (line 216) | protected abstract void OnDispose(Entry ent); method NormalizeForArchiveEntry (line 224) | protected static string NormalizeForArchiveEntry(string path) => path?... method NormalizeForFileSystem (line 231) | private static string NormalizeForFileSystem(string path) => method GetPath (line 238) | protected void GetPath(out string pathEnt, out string pathTemp, string... method AddEntry (line 276) | protected Entry AddEntry(string pathEnt, Stream stream) class RepositoryWriter (line 287) | [BestFriend] method CreateNew (line 295) | public static RepositoryWriter CreateNew(Stream stream, IExceptionCont... method RepositoryWriter (line 307) | private RepositoryWriter(Stream stream, IExceptionContext ectx, bool u... method CreateEntry (line 314) | public Entry CreateEntry(string name) method CreateEntry (line 319) | public Entry CreateEntry(string dir, string name) method OnDispose (line 342) | protected override void OnDispose(Entry ent) method Dispose (line 353) | protected override void Dispose(bool disposing) method Flush (line 384) | private void Flush() method Commit (line 416) | public void Commit() method GetProductVersion (line 426) | private static string GetProductVersion() class RepositoryReader (line 445) | [BestFriend] method Open (line 454) | public static RepositoryReader Open(Stream stream, IExceptionContext e... method RepositoryReader (line 461) | private RepositoryReader(Stream stream, IExceptionContext ectx, bool u... method OpenEntry (line 481) | public Entry OpenEntry(string name) method OpenEntry (line 486) | public Entry OpenEntry(string dir, string name) method OpenEntryOrNull (line 498) | public Entry OpenEntryOrNull(string name) method OpenEntryOrNull (line 503) | public Entry OpenEntryOrNull(string dir, string name) method OnDispose (line 555) | protected override void OnDispose(Entry ent) FILE: src/Microsoft.ML.Core/Data/RoleMappedSchema.cs class RoleMappedSchema (line 40) | [BestFriend] type ColumnRole (line 56) | public readonly struct ColumnRole method ColumnRole (line 101) | public ColumnRole(string value) method Bind (line 117) | public KeyValuePair Bind(string name) method CreatePair (line 121) | public static KeyValuePair CreatePair(ColumnRole r... method RoleMappedSchema (line 157) | private RoleMappedSchema(DataViewSchema schema, Dictionary... method MapFromNames (line 214) | private static Dictionary> MapFrom... method Has (line 237) | public bool Has(ColumnRole role) method HasUnique (line 243) | public bool HasUnique(ColumnRole role) method HasMultiple (line 249) | public bool HasMultiple(ColumnRole role) method GetColumns (line 256) | public IReadOnlyList GetColumns(ColumnRole role) method GetColumnRoles (line 262) | public IEnumerable> Ge... method GetColumnRoleNames (line 274) | public IEnumerable> GetColumnRoleNames() method GetColumnRoleNames (line 287) | public IEnumerable> GetColumnRoleName... method GetUniqueColumn (line 303) | public DataViewSchema.Column GetUniqueColumn(ColumnRole role) method Copy (line 311) | private static Dictionary... method RoleMappedSchema (line 333) | public RoleMappedSchema(DataViewSchema schema, bool opt = false, param... method RoleMappedSchema (line 348) | public RoleMappedSchema(DataViewSchema schema, IEnumerable> Predefine... method RoleMappedSchema (line 389) | public RoleMappedSchema(DataViewSchema schema, string label, string fe... class RoleMappedData (line 408) | [BestFriend] method RoleMappedData (line 422) | private RoleMappedData(IDataView data, RoleMappedSchema schema) method RoleMappedData (line 441) | public RoleMappedData(IDataView data, bool opt = false, params KeyValu... method RoleMappedData (line 456) | public RoleMappedData(IDataView data, IEnumerable(string name, Func func) method Register (line 96) | public void Register(string name, Func func) method Register (line 102) | public void Register(string name, Func func) method Register (line 108) | public void Register(string name, Func toDo) type IServerFactory (line 142) | [TlcModule.ComponentKind("Server")] method CreateComponent (line 145) | new IServer CreateComponent(IHostEnvironment env, IChannel ch); type IServer (line 158) | public interface IServer : IDisposable method CreateDefaultServerFactoryOrNull (line 173) | public static IServerFactory CreateDefaultServerFactoryOrNull(IHostEnv... type IPendingBundleNotification (line 201) | public interface IPendingBundleNotification method Acknowledge (line 213) | void Acknowledge(Action toDo); class Bundle (line 219) | public sealed class Bundle method Bundle (line 237) | internal Bundle(ServerChannel sch) method AddDoneAction (line 245) | public void AddDoneAction(Action onDone) class ServerChannelUtilities (line 252) | [BestFriend] method StartServerChannel (line 264) | public static ServerChannel StartServerChannel(this IChannelProvider p... FILE: src/Microsoft.ML.Core/Data/SynchronizedCursorBase.cs class SynchronizedCursorBase (line 15) | [BestFriend] method SynchronizedCursorBase (line 42) | protected SynchronizedCursorBase(IChannelProvider provider, DataViewRo... method Dispose (line 55) | protected override void Dispose(bool disposing) method MoveNext (line 68) | public sealed override bool MoveNext() => Root.MoveNext(); method GetIdGetter (line 70) | public sealed override ValueGetter GetIdGetter() => Inp... FILE: src/Microsoft.ML.Core/Data/WrappingRow.cs class WrappingRow (line 15) | [BestFriend] method GetIdGetter (line 27) | public override ValueGetter GetIdGetter() => Input.GetI... method WrappingRow (line 29) | [BestFriend] method Dispose (line 42) | protected sealed override void Dispose(bool disposing) method DisposeCore (line 61) | protected virtual void DisposeCore(bool disposing) FILE: src/Microsoft.ML.Core/EntryPoints/EntryPointModuleAttribute.cs class EntryPointModuleAttribute (line 17) | [AttributeUsage(AttributeTargets.Assembly, AllowMultiple = true)] method EntryPointModuleAttribute (line 21) | public EntryPointModuleAttribute(Type loaderType) FILE: src/Microsoft.ML.Core/EntryPoints/EntryPointUtils.cs class EntryPointUtils (line 14) | [BestFriend] method IsValueWithinRange (line 20) | private static bool IsValueWithinRange(TlcModule.RangeAttribute ran... method IsValueWithinRange (line 35) | public static bool IsValueWithinRange(this TlcModule.RangeAttribute ra... method CheckInputArgs (line 54) | public static void CheckInputArgs(IExceptionContext ectx, object args) method CheckArgsAndCreateHost (line 91) | public static IHost CheckArgsAndCreateHost(IHostEnvironment env, strin... method FindColumnOrNull (line 106) | public static string FindColumnOrNull(IExceptionContext ectx, DataView... method AsNullable (line 127) | public static T? AsNullable(this Optional opt) where T : struct FILE: src/Microsoft.ML.Core/EntryPoints/ModuleArgs.cs class TlcModule (line 18) | [BestFriend] class ComponentAttribute (line 24) | [AttributeUsage(AttributeTargets.Class)] class ComponentKindAttribute (line 82) | [AttributeUsage(AttributeTargets.Interface)] method ComponentKindAttribute (line 87) | public ComponentKindAttribute(string kind) class EntryPointKindAttribute (line 97) | [AttributeUsage(AttributeTargets.Class)] method EntryPointKindAttribute (line 102) | public EntryPointKindAttribute(params Type[] kinds) class OutputAttribute (line 111) | [AttributeUsage(AttributeTargets.Field)] class OptionalInputAttribute (line 135) | [AttributeUsage(AttributeTargets.Field | AttributeTargets.Property)] class RangeAttribute (line 141) | [AttributeUsage(AttributeTargets.Field | AttributeTargets.Property)] method CheckType (line 232) | private void CheckType(object val) method CastToDouble (line 244) | public void CastToDouble() method ToString (line 257) | public override string ToString() class SweepableParamAttribute (line 281) | public abstract class SweepableParamAttribute : Attribute method ProcessedValue (line 299) | public virtual IComparable ProcessedValue() => _rawValue; method SetUsingValueText (line 308) | public abstract void SetUsingValueText(string valueText); method Clone (line 310) | public abstract SweepableParamAttribute Clone(); class SweepableDiscreteParamAttribute (line 318) | [AttributeUsage(AttributeTargets.Field | AttributeTargets.Property)] method SweepableDiscreteParamAttribute (line 323) | public SweepableDiscreteParamAttribute(string name, object[] values,... method SweepableDiscreteParamAttribute (line 328) | public SweepableDiscreteParamAttribute(object[] values, bool isBool ... method SetUsingValueText (line 344) | public override void SetUsingValueText(string valueText) method IndexOf (line 351) | public int IndexOf(object option) method TranslateOption (line 359) | private static string TranslateOption(object o) method Clone (line 389) | public override SweepableParamAttribute Clone() => method ToString (line 392) | public override string ToString() method ProcessedValue (line 398) | public override IComparable ProcessedValue() => (IComparable)Options... class SweepableFloatParamAttribute (line 404) | [AttributeUsage(AttributeTargets.Field | AttributeTargets.Property)] method SweepableFloatParamAttribute (line 413) | public SweepableFloatParamAttribute(string name, float min, float ma... method SweepableFloatParamAttribute (line 419) | public SweepableFloatParamAttribute(float min, float max, float step... method SetUsingValueText (line 430) | public override void SetUsingValueText(string valueText) method Clone (line 435) | public override SweepableParamAttribute Clone() => method ToString (line 438) | public override string ToString() class SweepableLongParamAttribute (line 455) | [AttributeUsage(AttributeTargets.Field | AttributeTargets.Property)] method SweepableLongParamAttribute (line 464) | public SweepableLongParamAttribute(string name, long min, long max, ... method SweepableLongParamAttribute (line 470) | public SweepableLongParamAttribute(long min, long max, float stepSiz... method SetUsingValueText (line 481) | public override void SetUsingValueText(string valueText) method Clone (line 486) | public override SweepableParamAttribute Clone() => method ToString (line 489) | public override string ToString() class EntryPointAttribute (line 506) | [AttributeUsage(AttributeTargets.Method)] type DataKind (line 533) | public enum DataKind method GetDataType (line 600) | public static DataKind GetDataType(Type type) method IsNumericKind (line 644) | public static bool IsNumericKind(DataKind kind) class Optional (line 653) | [BestFriend] method GetValue (line 661) | public abstract object GetValue(); method Optional (line 663) | private protected Optional(bool isExplicit) method Optional (line 683) | private Optional(bool isExplicit, T value) method Implicit (line 692) | public static Optional Implicit(T value) method Explicit (line 697) | public static Optional Explicit(T value) method GetValue (line 719) | public override object GetValue() method ToString (line 724) | public override string ToString() class Optional (line 678) | [BestFriend] method GetValue (line 661) | public abstract object GetValue(); method Optional (line 663) | private protected Optional(bool isExplicit) method Optional (line 683) | private Optional(bool isExplicit, T value) method Implicit (line 692) | public static Optional Implicit(T value) method Explicit (line 697) | public static Optional Explicit(T value) method GetValue (line 719) | public override object GetValue() method ToString (line 724) | public override string ToString() FILE: src/Microsoft.ML.Core/EntryPoints/PredictorModel.cs class PredictorModel (line 14) | [BestFriend] method PredictorModel (line 17) | [BestFriend] method Save (line 25) | [BestFriend] method Apply (line 43) | [BestFriend] method PrepareData (line 50) | [BestFriend] method GetLabelInfo (line 60) | [BestFriend] method GetTrainingSchema (line 66) | [BestFriend] FILE: src/Microsoft.ML.Core/EntryPoints/TransformModel.cs class TransformModel (line 14) | [BestFriend] method TransformModel (line 17) | [BestFriend] method Apply (line 46) | [BestFriend] method Apply (line 52) | [BestFriend] method Save (line 58) | [BestFriend] method AsRowToRowMapper (line 67) | [BestFriend] FILE: src/Microsoft.ML.Core/Environment/ConsoleEnvironment.cs class ConsoleEnvironment (line 18) | [BestFriend] class ConsoleWriter (line 23) | private sealed class ConsoleWriter method ConsoleWriter (line 39) | public ConsoleWriter(ConsoleEnvironment parent, TextWriter outWriter... method PrintMessage (line 54) | public void PrintMessage(IMessageSource sender, ChannelMessage msg) method LinePrefix (line 109) | private string LinePrefix(MessageSensitivity sensitivity) method WriteAndReturnLinePrefix (line 116) | private string WriteAndReturnLinePrefix(MessageSensitivity sensitivi... method WriteHeader (line 124) | private void WriteHeader(TextWriter wr, PipeBase com... method WriteName (line 132) | private void WriteName(TextWriter wr, ChannelProviderBase provider) method ChannelStarted (line 140) | public void ChannelStarted(Channel channel) method ChannelDisposed (line 154) | public void ChannelDisposed(Channel channel) method GetAndPrintAllProgress (line 178) | public void GetAndPrintAllProgress(ProgressReporting.ProgressTracker... method PrintOperationStart (line 250) | private static void PrintOperationStart(TextWriter writer, ProgressR... method PrintOperationStop (line 255) | private static void PrintOperationStop(TextWriter writer, ProgressRe... method PrintProgressLine (line 260) | private void PrintProgressLine(TextWriter writer, ProgressReporting.... method EnsureNewLine (line 300) | private void EnsureNewLine(bool isError = false) method PrintDot (line 320) | private bool PrintDot() class Channel (line 328) | private sealed class Channel : ChannelBase method Channel (line 331) | public Channel(ConsoleEnvironment root, ChannelProviderBase parent, ... method Dispose (line 339) | protected override void Dispose(bool disposing) method ConsoleEnvironment (line 366) | public ConsoleEnvironment(int? seed = null, bool verbose = false, method PrintProgress (line 384) | public void PrintProgress() method PrintMessage (line 389) | private void PrintMessage(IMessageSource src, ChannelMessage msg) method RegisterCore (line 394) | protected override IHost RegisterCore(HostEnvironmentBase CreatePipe(ChannelProvide... method RedirectChannelOutput (line 423) | internal IDisposable RedirectChannelOutput(TextWriter newOutWriter, Te... method ResetProgressChannel (line 430) | internal void ResetProgressChannel() class OutputRedirector (line 435) | private sealed class OutputRedirector : IDisposable method OutputRedirector (line 441) | public OutputRedirector(ConsoleEnvironment env, TextWriter newOutWri... method Dispose (line 452) | public void Dispose() class Host (line 463) | private sealed class Host : HostBase method Host (line 465) | public Host(HostEnvironmentBase source, string s... method CreateCommChannel (line 471) | protected override IChannel CreateCommChannel(ChannelProviderBase pa... method CreatePipe (line 479) | protected override IPipe CreatePipe(ChannelProvi... method RegisterCore (line 487) | protected override IHost RegisterCore(HostEnvironmentBase(TException ex) type IMessageSource (line 81) | [BestFriend] class HostEnvironmentBase (line 95) | [BestFriend] method CancelExecution (line 99) | void ICancelable.CancelExecution() class HostBase (line 118) | public abstract class HostBase : HostEnvironmentBase, IHost method HostBase (line 124) | public HostBase(HostEnvironmentBase source, string shortName, ... method Register (line 135) | public new IHost Register(string name, int? seed = null, bool? verbo... class PipeBase (line 156) | protected abstract class PipeBase : ChannelProviderBase, IPi... method PipeBase (line 167) | protected PipeBase(ChannelProviderBase parent, string shortName, method Dispose (line 178) | public void Dispose() method Dispose (line 187) | protected virtual void Dispose(bool disposing) method Send (line 191) | public void Send(TMessage msg) method Process (line 196) | public override TException Process(TException ex) class ChannelBase (line 214) | protected abstract class ChannelBase : PipeBase, IChannel method ChannelBase (line 217) | protected ChannelBase(TEnv root, ChannelProviderBase parent, string ... method Trace (line 224) | public void Trace(MessageSensitivity sensitivity, string msg) method Trace (line 229) | public void Trace(MessageSensitivity sensitivity, string fmt, params... method Error (line 234) | public void Error(MessageSensitivity sensitivity, string msg) method Error (line 239) | public void Error(MessageSensitivity sensitivity, string fmt, params... method Warning (line 244) | public void Warning(MessageSensitivity sensitivity, string msg) method Warning (line 249) | public void Warning(MessageSensitivity sensitivity, string fmt, para... method Info (line 254) | public void Info(MessageSensitivity sensitivity, string msg) method Info (line 259) | public void Info(MessageSensitivity sensitivity, string fmt, params ... class Pipe (line 268) | protected sealed class Pipe : PipeBase method Pipe (line 270) | public Pipe(ChannelProviderBase parent, string shortName, class Dispatcher (line 281) | protected abstract class Dispatcher method Dispatcher (line 304) | public Dispatcher() method DispatchCore (line 311) | private void DispatchCore(IMessageSource sender, TMessage message) method AddListener (line 316) | public void AddListener(Action listenerFunc) method RemoveListener (line 322) | public void RemoveListener(Action listener... class Dispatcher (line 288) | protected sealed class Dispatcher : Dispatcher method Dispatcher (line 304) | public Dispatcher() method DispatchCore (line 311) | private void DispatchCore(IMessageSource sender, TMessage message) method AddListener (line 316) | public void AddListener(Action listenerFunc) method RemoveListener (line 322) | public void RemoveListener(Action listener... method HostEnvironmentBase (line 371) | protected HostEnvironmentBase(int? seed, bool verbose, method HostEnvironmentBase (line 388) | protected HostEnvironmentBase(HostEnvironmentBase source, Random... method Register (line 414) | public IHost Register(string name, int? seed = null, bool? verbose = n... method RegisterCore (line 435) | protected abstract IHost RegisterCore(HostEnvironmentBase source... method StartProgressChannel (line 438) | public IProgressChannel StartProgressChannel(string name) method StartProgressChannelCore (line 444) | protected virtual IProgressChannel StartProgressChannelCore(HostBase h... method DispatchMessageCore (line 451) | private void DispatchMessageCore( method GetDispatchDelegate (line 459) | protected Action GetDispatchDelegate EnsureDispatcher() method Start (line 483) | public IChannel Start(string name) method StartPipe (line 488) | public IPipe StartPipe(string name) method CreateCommChannel (line 493) | protected abstract IChannel CreateCommChannel(ChannelProviderBase pare... method CreatePipe (line 495) | protected abstract IPipe CreatePipe(ChannelProvide... method AddListener (line 497) | public void AddListener(Action lis... method RemoveListener (line 504) | public void RemoveListener(Action ... method Process (line 514) | public override TException Process(TException ex) method PrintMessageNormalized (line 539) | public virtual void PrintMessageNormalized(TextWriter writer, string m... method TryAddOption (line 583) | public bool TryAddOption(string name, T value) method SetOption (line 601) | public void SetOption(string name, T value) method TryGetOption (line 616) | public bool TryGetOption(string name, out T value) method GetOptionOrDefault (line 637) | public T GetOptionOrDefault(string name) method RemoveOption (line 655) | public bool RemoveOption(string name) FILE: src/Microsoft.ML.Core/Environment/TelemetryMessage.cs class TelemetryMessage (line 14) | [BestFriend] method CreateCommand (line 17) | public static TelemetryMessage CreateCommand(string commandName, strin... method CreateTrainer (line 21) | public static TelemetryMessage CreateTrainer(string trainerName, strin... method CreateTransform (line 25) | public static TelemetryMessage CreateTransform(string transformName, s... method CreateMetric (line 29) | public static TelemetryMessage CreateMetric(string metricName, double ... method CreateException (line 33) | public static TelemetryMessage CreateException(Exception exception) class TelemetryTrace (line 42) | [BestFriend] method TelemetryTrace (line 49) | public TelemetryTrace(string text, string name, string type) class TelemetryException (line 60) | [BestFriend] method TelemetryException (line 64) | public TelemetryException(Exception exception) class TelemetryMetric (line 74) | [BestFriend] method TelemetryMetric (line 80) | public TelemetryMetric(string name, double value, IDictionary(this ITrainer t... FILE: src/Microsoft.ML.Core/Prediction/ITree.cs type ITreeEnsemble (line 17) | [BestFriend] method GetTrees (line 29) | ITree[] GetTrees(); type ITree (line 35) | [BestFriend] method GetNode (line 65) | INode GetNode(int nodeId, bool isLeaf, IEnumerable featureNames); method GetLeaf (line 81) | int GetLeaf(in TFeatures features); type ITree (line 72) | [BestFriend] method GetNode (line 65) | INode GetNode(int nodeId, bool isLeaf, IEnumerable featureNames); method GetLeaf (line 81) | int GetLeaf(in TFeatures features); type INode (line 87) | [BestFriend] class NodeKeys (line 99) | [BestFriend] FILE: src/Microsoft.ML.Core/Prediction/TrainContext.cs class TrainContext (line 15) | [BestFriend] method TrainContext (line 53) | public TrainContext(RoleMappedData trainingSet, RoleMappedData validat... FILE: src/Microsoft.ML.Core/Prediction/TrainerInfo.cs class TrainerInfo (line 10) | public sealed class TrainerInfo method TrainerInfo (line 72) | [BestFriend] FILE: src/Microsoft.ML.Core/PublicKey.cs class PublicKey (line 14) | [BestFriend] class InternalPublicKey (line 21) | [BestFriend] FILE: src/Microsoft.ML.Core/SearchSpace/BoolearnChoiceAttribute.cs class BooleanChoiceAttribute (line 12) | [AttributeUsage(AttributeTargets.Property | AttributeTargets.Field, Inhe... method BooleanChoiceAttribute (line 18) | public BooleanChoiceAttribute() method BooleanChoiceAttribute (line 27) | public BooleanChoiceAttribute(bool defaultValue) FILE: src/Microsoft.ML.Core/SearchSpace/ChoiceAttribute.cs class ChoiceAttribute (line 14) | [AttributeUsage(AttributeTargets.Property | AttributeTargets.Field, Inhe... method ChoiceAttribute (line 20) | public ChoiceAttribute(params object[] candidates) method ChoiceAttribute (line 31) | public ChoiceAttribute(object[] candidates, object defaultValue) FILE: src/Microsoft.ML.Core/SearchSpace/NestOptionAttribute.cs class NestOptionAttribute (line 12) | [AttributeUsage(AttributeTargets.Property | AttributeTargets.Field, Inhe... method NestOptionAttribute (line 18) | public NestOptionAttribute() FILE: src/Microsoft.ML.Core/SearchSpace/RangeAttribute.cs class RangeAttribute (line 12) | [AttributeUsage(AttributeTargets.Property | AttributeTargets.Field, Inhe... method RangeAttribute (line 18) | public RangeAttribute(double min, double max, bool logBase = false) method RangeAttribute (line 29) | public RangeAttribute(double min, double max, double init, bool logBas... method RangeAttribute (line 40) | public RangeAttribute(int min, int max, bool logBase = false) method RangeAttribute (line 51) | public RangeAttribute(int min, int max, int init, bool logBase = false) method RangeAttribute (line 62) | public RangeAttribute(float min, float max, bool logBase = false) method RangeAttribute (line 73) | public RangeAttribute(float min, float max, float init, bool logBase =... FILE: src/Microsoft.ML.Core/Utilities/ArrayUtils.cs class ArrayUtils (line 10) | internal static partial class ArrayUtils method Size (line 16) | public static int Size(T[] x) method TryFindIndexSorted (line 26) | public static bool TryFindIndexSorted(int[] input, int min, int lim, i... method FindIndexSorted (line 38) | public static int FindIndexSorted(int[] input, int min, int lim, int v... method FindIndexSorted (line 49) | public static int FindIndexSorted(ReadOnlySpan input, int min, in... method EnsureSize (line 76) | public static int EnsureSize(ref T[] array, int min, int max, bool ... FILE: src/Microsoft.ML.Core/Utilities/BigArray.cs class BigArray (line 23) | [BestFriend] method BigArray (line 90) | public BigArray(long size = 0) method ApplyAt (line 122) | public void ApplyAt(long index, Visitor manip) method ApplyRange (line 135) | public void ApplyRange(long min, long lim, Visitor manip) method FillRange (line 163) | public void FillRange(long min, long lim, T value) method Resize (line 209) | public void Resize(long newLength) method TrimCapacity (line 292) | public void TrimCapacity() method AddRange (line 319) | public void AddRange(ReadOnlySpan src) method CopyTo (line 384) | public void CopyTo(long idx, Span dst, int length) method LongMinToMajorMinorMin (line 442) | private static void LongMinToMajorMinorMin(long min, out int major, ou... method LongLimToMajorMaxMinorLim (line 451) | private static void LongLimToMajorMaxMinorLim(long lim, out int major,... method GetEnumerator (line 461) | public IEnumerator GetEnumerator() method GetEnumerator (line 471) | IEnumerator IEnumerable.GetEnumerator() FILE: src/Microsoft.ML.Core/Utilities/BinFinder.cs class BinFinderBase (line 11) | [BestFriend] method BinFinderBase (line 22) | protected BinFinderBase() method FindBins (line 28) | public Single[] FindBins(int cbin, IList values, int numZeroes... method FindBins (line 106) | public Double[] FindBins(int cbin, IList values, int numZeroes... method FindBinsWithCounts (line 183) | public void FindBinsWithCounts(IList counts, int numValues, int c... method GetSplitValue (line 214) | public static Single GetSplitValue(Single a, Single b) method GetSplitValue (line 243) | public static Double GetSplitValue(Double a, Double b) method FindBinsCore (line 271) | protected abstract void FindBinsCore(List counts, int[] path); class GreedyBinFinder (line 281) | [BestFriend] type Segment (line 286) | private readonly struct Segment method Segment (line 293) | public Segment(int min, int split, int max, EnergyType energy) class Peg (line 304) | private class Peg : HeapNode method Peg (line 310) | public Peg(int index, int split) method GreedyBinFinder (line 323) | public GreedyBinFinder() method FindBinsCore (line 329) | protected override void FindBinsCore(List counts, int[] path) method PlacePegs (line 352) | private void PlacePegs() method GetSegmentSplit (line 381) | private Segment GetSegmentSplit(int min, int max) method FindSplitPosition (line 389) | private int FindSplitPosition(out EnergyType energy, int min, int max,... method GetSplitEnergy (line 432) | private EnergyType GetSplitEnergy(int min, int split, int max) method BetterPlacement (line 449) | private bool BetterPlacement(int i, int j, int pos) method ReduceEnergy (line 463) | private void ReduceEnergy() method UpdatePeg (line 505) | private void UpdatePeg(Peg peg) class DynamicBinFinder (line 533) | [BestFriend] method FindBinsCore (line 566) | protected override void FindBinsCore(List counts, int[] path) method Square (line 714) | private static EnergyType Square(int d) method GetEnergyBounds (line 728) | private void GetEnergyBounds(int row, int col, EnergyType cur, out Ene... FILE: src/Microsoft.ML.Core/Utilities/BitUtils.cs class Utils (line 10) | internal static partial class Utils method MakeUlong (line 16) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method GetLo (line 22) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method GetHi (line 28) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Abs (line 34) | public static uint Abs(int a) method Abs (line 40) | public static ulong Abs(long a) method CbitHighZero (line 46) | public static int CbitHighZero(uint u) method IbitHigh (line 77) | public static int IbitHigh(uint u) method CbitLowZero (line 108) | public static int CbitLowZero(uint u) method CbitHighZero (line 139) | public static int CbitHighZero(ulong uu) method CbitLowZero (line 146) | public static int CbitLowZero(ulong uu) method Cbit (line 154) | public static int Cbit(uint u) method Cbit (line 163) | public static int Cbit(ulong uu) method UMaskBelow (line 175) | public static uint UMaskBelow(int ibit) method UMaskBelowEx (line 182) | public static uint UMaskBelowEx(int ibit) method UuMaskBelow (line 191) | public static ulong UuMaskBelow(int ibit) method IsPowerOfTwo (line 197) | public static bool IsPowerOfTwo(int x) method IsPowerOfTwo (line 202) | public static bool IsPowerOfTwo(uint x) method IsPowerOfTwo (line 207) | public static bool IsPowerOfTwo(long x) method IsPowerOfTwo (line 212) | public static bool IsPowerOfTwo(ulong x) FILE: src/Microsoft.ML.Core/Utilities/CharUtils.cs class CharUtils (line 10) | [BestFriend] method EnsureLowerInvariant (line 17) | private static char[] EnsureLowerInvariant() method EnsureUpperInvariant (line 26) | private static char[] EnsureUpperInvariant() method ToLowerInvariant (line 35) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method ToUpperInvariant (line 42) | [MethodImpl(MethodImplOptions.AggressiveInlining)] FILE: src/Microsoft.ML.Core/Utilities/CmdIndenter.cs class CmdIndenter (line 10) | [BestFriend] method GetIndentedCommandLine (line 18) | public static string GetIndentedCommandLine(string commandLine) method TryProduceIndentString (line 35) | private static bool TryProduceIndentString(string text, IndentedTextWr... FILE: src/Microsoft.ML.Core/Utilities/Contracts.cs type IExceptionContext (line 35) | public interface IExceptionContext method Process (line 38) | TException Process(TException ex) type MessageSensitivity (line 48) | [Flags] class Contracts (line 56) | [BestFriend] method GetMsg (line 66) | private static string GetMsg(string msg, params object[] args) method Size (line 79) | private static int Size(ICollection c) method Process (line 88) | public static TException Process(this TException ex, IExce... method Mark (line 101) | public static TException Mark(TException ex) method IsMarked (line 112) | public static bool IsMarked(this Exception ex) method MarkSensitive (line 124) | public static TException MarkSensitive(this TException ex,... method Sensitivity (line 147) | public static MessageSensitivity Sensitivity(this Exception ex) type SensitiveExceptionContext (line 165) | private readonly struct SensitiveExceptionContext : IExceptionContext method SensitiveExceptionContext (line 182) | public SensitiveExceptionContext(IExceptionContext inner, MessageSen... method Process (line 189) | public TException Process(TException ex) where TExceptio... method NotSensitive (line 200) | public static IExceptionContext NotSensitive() => NotSensitive(null); method NotSensitive (line 208) | public static IExceptionContext NotSensitive(this IExceptionContext ctx) method UserSensitive (line 214) | public static IExceptionContext UserSensitive() => UserSensitive(null); method UserSensitive (line 219) | public static IExceptionContext UserSensitive(this IExceptionContext ctx) method SchemaSensitive (line 225) | public static IExceptionContext SchemaSensitive() => SchemaSensitive(n... method SchemaSensitive (line 230) | public static IExceptionContext SchemaSensitive(this IExceptionContext... method SetAssertHandler (line 237) | public static Action SetAssertHandler(Actio... method Except (line 255) | public static Exception Except() method Except (line 257) | public static Exception Except(this IExceptionContext ctx) method Except (line 259) | public static Exception Except(string msg) method Except (line 261) | public static Exception Except(this IExceptionContext ctx, string msg) method Except (line 263) | public static Exception Except(string msg, params object[] args) method Except (line 265) | public static Exception Except(this IExceptionContext ctx, string msg,... method Except (line 267) | public static Exception Except(Exception inner, string msg) method Except (line 269) | public static Exception Except(this IExceptionContext ctx, Exception i... method Except (line 271) | public static Exception Except(Exception inner, string msg, params obj... method Except (line 273) | public static Exception Except(this IExceptionContext ctx, Exception i... method ExceptUserArg (line 281) | public static Exception ExceptUserArg(string name) method ExceptUserArg (line 283) | public static Exception ExceptUserArg(this IExceptionContext ctx, stri... method ExceptUserArg (line 285) | public static Exception ExceptUserArg(string name, string msg) method ExceptUserArg (line 287) | public static Exception ExceptUserArg(this IExceptionContext ctx, stri... method ExceptUserArg (line 289) | public static Exception ExceptUserArg(string name, string msg, params ... method ExceptUserArg (line 291) | public static Exception ExceptUserArg(this IExceptionContext ctx, stri... method ExceptParam (line 297) | public static Exception ExceptParam(string paramName) method ExceptParam (line 299) | public static Exception ExceptParam(this IExceptionContext ctx, string... method ExceptParam (line 301) | public static Exception ExceptParam(string paramName, string msg) method ExceptParam (line 303) | public static Exception ExceptParam(this IExceptionContext ctx, string... method ExceptParam (line 305) | public static Exception ExceptParam(string paramName, string msg, para... method ExceptParam (line 307) | public static Exception ExceptParam(this IExceptionContext ctx, string... method ExceptParamValue (line 309) | public static Exception ExceptParamValue(T value, string paramName,... method ExceptParamValue (line 311) | public static Exception ExceptParamValue(this IExceptionContext ctx... method ExceptParamValue (line 313) | public static Exception ExceptParamValue(T value, string paramName,... method ExceptParamValue (line 315) | public static Exception ExceptParamValue(this IExceptionContext ctx... method ExceptValue (line 321) | public static Exception ExceptValue(string paramName) method ExceptValue (line 323) | public static Exception ExceptValue(this IExceptionContext ctx, string... method ExceptValue (line 325) | public static Exception ExceptValue(string paramName, string msg) method ExceptValue (line 327) | public static Exception ExceptValue(this IExceptionContext ctx, string... method ExceptValue (line 329) | public static Exception ExceptValue(string paramName, string msg, para... method ExceptValue (line 331) | public static Exception ExceptValue(this IExceptionContext ctx, string... method ExceptEmpty (line 339) | public static Exception ExceptEmpty(string paramName) method ExceptEmpty (line 341) | public static Exception ExceptEmpty(this IExceptionContext ctx, string... method ExceptEmpty (line 343) | public static Exception ExceptEmpty(string paramName, string msg) method ExceptEmpty (line 345) | public static Exception ExceptEmpty(this IExceptionContext ctx, string... method ExceptEmpty (line 347) | public static Exception ExceptEmpty(string paramName, string msg, para... method ExceptEmpty (line 349) | public static Exception ExceptEmpty(this IExceptionContext ctx, string... method ExceptWhiteSpace (line 355) | public static Exception ExceptWhiteSpace(string paramName) method ExceptWhiteSpace (line 357) | public static Exception ExceptWhiteSpace(this IExceptionContext ctx, s... method ExceptWhiteSpace (line 359) | public static Exception ExceptWhiteSpace(string paramName, string msg) method ExceptWhiteSpace (line 361) | public static Exception ExceptWhiteSpace(this IExceptionContext ctx, s... method ExceptDecode (line 369) | public static Exception ExceptDecode() method ExceptDecode (line 371) | public static Exception ExceptDecode(this IExceptionContext ctx) method ExceptDecode (line 373) | public static Exception ExceptDecode(string msg) method ExceptDecode (line 375) | public static Exception ExceptDecode(this IExceptionContext ctx, strin... method ExceptDecode (line 377) | public static Exception ExceptDecode(string msg, params object[] args) method ExceptDecode (line 379) | public static Exception ExceptDecode(this IExceptionContext ctx, strin... method ExceptDecode (line 381) | public static Exception ExceptDecode(Exception inner, string msg) method ExceptDecode (line 383) | public static Exception ExceptDecode(this IExceptionContext ctx, Excep... method ExceptDecode (line 385) | public static Exception ExceptDecode(Exception inner, string msg, para... method ExceptDecode (line 387) | public static Exception ExceptDecode(this IExceptionContext ctx, Excep... method ExceptIO (line 393) | public static Exception ExceptIO() method ExceptIO (line 395) | public static Exception ExceptIO(this IExceptionContext ctx) method ExceptIO (line 397) | public static Exception ExceptIO(string msg) method ExceptIO (line 399) | public static Exception ExceptIO(this IExceptionContext ctx, string msg) method ExceptIO (line 401) | public static Exception ExceptIO(string msg, params object[] args) method ExceptIO (line 403) | public static Exception ExceptIO(this IExceptionContext ctx, string ms... method ExceptIO (line 405) | public static Exception ExceptIO(Exception inner, string msg) method ExceptIO (line 407) | public static Exception ExceptIO(this IExceptionContext ctx, Exception... method ExceptIO (line 409) | public static Exception ExceptIO(Exception inner, string msg, params o... method ExceptIO (line 411) | public static Exception ExceptIO(this IExceptionContext ctx, Exception... method ExceptNotImpl (line 417) | public static Exception ExceptNotImpl() method ExceptNotImpl (line 419) | public static Exception ExceptNotImpl(this IExceptionContext ctx) method ExceptNotImpl (line 421) | public static Exception ExceptNotImpl(string msg) method ExceptNotImpl (line 423) | public static Exception ExceptNotImpl(this IExceptionContext ctx, stri... method ExceptNotImpl (line 425) | public static Exception ExceptNotImpl(string msg, params object[] args) method ExceptNotImpl (line 427) | public static Exception ExceptNotImpl(this IExceptionContext ctx, stri... method ExceptNotSupp (line 433) | public static Exception ExceptNotSupp() method ExceptNotSupp (line 435) | public static Exception ExceptNotSupp(this IExceptionContext ctx) method ExceptNotSupp (line 437) | public static Exception ExceptNotSupp(string msg) method ExceptNotSupp (line 439) | public static Exception ExceptNotSupp(this IExceptionContext ctx, stri... method ExceptNotSupp (line 441) | public static Exception ExceptNotSupp(string msg, params object[] args) method ExceptNotSupp (line 443) | public static Exception ExceptNotSupp(this IExceptionContext ctx, stri... method ExceptSchemaMismatch (line 449) | public static Exception ExceptSchemaMismatch(string paramName, string ... method ExceptSchemaMismatch (line 451) | public static Exception ExceptSchemaMismatch(this IExceptionContext ct... method ExceptSchemaMismatch (line 453) | public static Exception ExceptSchemaMismatch(string paramName, string ... method ExceptSchemaMismatch (line 455) | public static Exception ExceptSchemaMismatch(this IExceptionContext ct... method MakeSchemaMismatchMsg (line 458) | private static string MakeSchemaMismatchMsg(string columnRole, string ... method Check (line 478) | public static void Check(bool f) method Check (line 483) | public static void Check(this IExceptionContext ctx, bool f) method Check (line 488) | public static void Check(bool f, string msg) method Check (line 493) | public static void Check(this IExceptionContext ctx, bool f, string msg) method CheckUserArg (line 503) | public static void CheckUserArg(bool f, string name) method CheckUserArg (line 508) | public static void CheckUserArg(this IExceptionContext ctx, bool f, st... method CheckUserArg (line 513) | public static void CheckUserArg(bool f, string name, string msg) method CheckUserArg (line 518) | public static void CheckUserArg(this IExceptionContext ctx, bool f, st... method CheckParam (line 524) | public static void CheckParam(bool f, string paramName) method CheckParam (line 529) | public static void CheckParam(this IExceptionContext ctx, bool f, stri... method CheckParam (line 534) | public static void CheckParam(bool f, string paramName, string msg) method CheckParam (line 539) | public static void CheckParam(this IExceptionContext ctx, bool f, stri... method CheckParamValue (line 544) | public static void CheckParamValue(bool f, T value, string paramNam... method CheckParamValue (line 549) | public static void CheckParamValue(this IExceptionContext ctx, bool... method CheckRef (line 555) | public static T CheckRef(T val, string paramName) where T : class method CheckRef (line 561) | public static T CheckRef(this IExceptionContext ctx, T val, string ... method CheckRef (line 568) | public static T CheckRef(this IExceptionContext ctx, T val, string ... method CheckValue (line 575) | public static void CheckValue(T val, string paramName) where T : class method CheckValue (line 580) | public static void CheckValue(this IExceptionContext ctx, T val, st... method CheckValue (line 585) | public static T CheckValue(T val, string paramName, string msg) whe... method CheckValue (line 591) | public static T CheckValue(this IExceptionContext ctx, T val, strin... method CheckNonEmpty (line 598) | public static string CheckNonEmpty(string s, string paramName) method CheckNonEmpty (line 604) | public static string CheckNonEmpty(this IExceptionContext ctx, string ... method CheckNonWhiteSpace (line 611) | public static string CheckNonWhiteSpace(string s, string paramName) method CheckNonWhiteSpace (line 617) | public static string CheckNonWhiteSpace(this IExceptionContext ctx, st... method CheckNonEmpty (line 624) | public static string CheckNonEmpty(string s, string paramName, string ... method CheckNonEmpty (line 630) | public static string CheckNonEmpty(this IExceptionContext ctx, string ... method CheckNonWhiteSpace (line 637) | public static string CheckNonWhiteSpace(string s, string paramName, st... method CheckNonWhiteSpace (line 643) | public static string CheckNonWhiteSpace(this IExceptionContext ctx, st... method CheckNonEmpty (line 650) | public static T[] CheckNonEmpty(T[] args, string paramName) method CheckNonEmpty (line 656) | public static T[] CheckNonEmpty(this IExceptionContext ctx, T[] arg... method CheckNonEmpty (line 662) | public static T[] CheckNonEmpty(T[] args, string paramName, string ... method CheckNonEmpty (line 668) | public static T[] CheckNonEmpty(this IExceptionContext ctx, T[] arg... method CheckNonEmpty (line 674) | public static ICollection CheckNonEmpty(ICollection args, str... method CheckNonEmpty (line 680) | public static ICollection CheckNonEmpty(this IExceptionContext c... method CheckNonEmpty (line 686) | public static ICollection CheckNonEmpty(ICollection args, str... method CheckNonEmpty (line 692) | public static ICollection CheckNonEmpty(this IExceptionContext c... method CheckDecode (line 699) | public static void CheckDecode(bool f) method CheckDecode (line 704) | public static void CheckDecode(this IExceptionContext ctx, bool f) method CheckDecode (line 709) | public static void CheckDecode(bool f, string msg) method CheckDecode (line 714) | public static void CheckDecode(this IExceptionContext ctx, bool f, str... method CheckIO (line 720) | public static void CheckIO(bool f) method CheckIO (line 725) | public static void CheckIO(this IExceptionContext ctx, bool f) method CheckIO (line 730) | public static void CheckIO(bool f, string msg) method CheckIO (line 735) | public static void CheckIO(this IExceptionContext ctx, bool f, string ... method CheckIO (line 741) | public static void CheckIO(this IExceptionContext ctx, bool f, string ... method CheckAlive (line 750) | public static void CheckAlive(this IHostEnvironment env) method CheckValueOrNull (line 759) | [Conditional("INVARIANT_CHECKS")] method CheckValueOrNull (line 767) | [Conditional("INVARIANT_CHECKS")] method DbgFailCore (line 776) | private static void DbgFailCore(string msg, IExceptionContext ctx = null) method DbgFail (line 788) | private static void DbgFail(IExceptionContext ctx = null) method DbgFail (line 792) | private static void DbgFail(string msg) method DbgFail (line 796) | private static void DbgFail(IExceptionContext ctx, string msg) method DbgFailValue (line 800) | private static void DbgFailValue(IExceptionContext ctx = null) method DbgFailValue (line 804) | private static void DbgFailValue(string paramName) method DbgFailValue (line 808) | private static void DbgFailValue(IExceptionContext ctx, string paramName) method DbgFailValue (line 812) | private static void DbgFailValue(string paramName, string msg) method DbgFailValue (line 816) | private static void DbgFailValue(IExceptionContext ctx, string paramNa... method DbgFailEmpty (line 820) | private static void DbgFailEmpty(IExceptionContext ctx = null) method DbgFailEmpty (line 824) | private static void DbgFailEmpty(string msg) method DbgFailEmpty (line 828) | private static void DbgFailEmpty(IExceptionContext ctx, string msg) method Assert (line 835) | [Conditional("DEBUG")] method Assert (line 841) | [Conditional("DEBUG")] method Assert (line 848) | [Conditional("DEBUG")] method Assert (line 854) | [Conditional("DEBUG")] method AssertValue (line 861) | [Conditional("DEBUG")] method AssertValue (line 867) | [Conditional("DEBUG")] method AssertValue (line 874) | [Conditional("DEBUG")] method AssertValue (line 881) | [Conditional("DEBUG")] method AssertValue (line 888) | [Conditional("DEBUG")] method AssertValue (line 894) | [Conditional("DEBUG")] method AssertNonEmpty (line 901) | [Conditional("DEBUG")] method AssertNonEmpty (line 907) | [Conditional("DEBUG")] method AssertNonWhiteSpace (line 914) | [Conditional("DEBUG")] method AssertNonWhiteSpace (line 920) | [Conditional("DEBUG")] method AssertNonEmpty (line 927) | [Conditional("DEBUG")] method AssertNonEmpty (line 933) | [Conditional("DEBUG")] method AssertNonWhiteSpace (line 940) | [Conditional("DEBUG")] method AssertNonWhiteSpace (line 946) | [Conditional("DEBUG")] method AssertNonEmpty (line 953) | [Conditional("DEBUG")] method AssertNonEmpty (line 959) | [Conditional("DEBUG")] method AssertNonEmpty (line 966) | [Conditional("DEBUG")] method AssertNonEmpty (line 972) | [Conditional("DEBUG")] method AssertNonEmpty (line 979) | [Conditional("DEBUG")] method AssertNonEmpty (line 985) | [Conditional("DEBUG")] method AssertValueOrNull (line 995) | [Conditional("INVARIANT_CHECKS")] method AssertValueOrNull (line 999) | [Conditional("INVARIANT_CHECKS")] FILE: src/Microsoft.ML.Core/Utilities/DoubleParser.cs type OptionFlags (line 15) | [BestFriend] type Result (line 65) | public enum Result method TryParse (line 91) | public static bool TryParse(ReadOnlySpan span, out Single value, O... method TryParse (line 101) | public static bool TryParse(ReadOnlySpan span, out Double value, O... method Parse (line 108) | public static Result Parse(ReadOnlySpan span, out Single value, Op... method Parse (line 160) | public static Result Parse(ReadOnlySpan span, out Double value, Op... method TryParse (line 212) | public static bool TryParse(ReadOnlySpan span, out Single value, o... FILE: src/Microsoft.ML.Core/Utilities/FixedSizeQueue.cs class FixedSizeQueue (line 16) | [BestFriend] method FixedSizeQueue (line 23) | public FixedSizeQueue(int capacity) method AssertValid (line 30) | [Conditional("DEBUG")] method AddLast (line 75) | public void AddLast(T item) method PeekFirst (line 93) | public T PeekFirst() method PeekLast (line 100) | public T PeekLast() method RemoveFirst (line 107) | public T RemoveFirst() method RemoveLast (line 119) | public T RemoveLast() method Clear (line 131) | public void Clear() method Clone (line 141) | public FixedSizeQueue Clone() FILE: src/Microsoft.ML.Core/Utilities/FloatUtils.cs class FloatUtils (line 12) | [BestFriend] type DoubleBits (line 17) | [StructLayout(LayoutKind.Explicit)] method GetExp (line 37) | public int GetExp() method GetRawExp (line 41) | public int GetRawExp() method IsFinite (line 45) | public bool IsFinite() method IsFiniteNonZero (line 49) | public bool IsFiniteNonZero() method IsFiniteNormal (line 54) | public bool IsFiniteNormal() method IsDenormal (line 59) | public bool IsDenormal() method SetExponent (line 63) | public void SetExponent(int exp) method GetParts (line 68) | public void GetParts(out int sign, out int exp, out ulong man, out b... method SetFromParts (line 93) | public void SetFromParts(int sign, int exp, ulong man) method SetPowerOfTwo (line 145) | public void SetPowerOfTwo(int exp) method NormalizeExponent (line 156) | public void NormalizeExponent() method TruncateMantissaToSingleBit (line 162) | public void TruncateMantissaToSingleBit() method Truncate (line 185) | public void Truncate() type SingleBits (line 210) | [StructLayout(LayoutKind.Explicit)] method GetExp (line 230) | public int GetExp() method GetRawExp (line 234) | public int GetRawExp() method IsFinite (line 238) | public bool IsFinite() method IsFiniteNonZero (line 242) | public bool IsFiniteNonZero() method IsFiniteNormal (line 247) | public bool IsFiniteNormal() method IsDenormal (line 252) | public bool IsDenormal() method SetExponent (line 256) | public void SetExponent(int exp) method GetParts (line 261) | public void GetParts(out int sign, out int exp, out uint man, out bo... method SetFromParts (line 286) | public void SetFromParts(int sign, int exp, uint man) method SetPowerOfTwo (line 338) | public void SetPowerOfTwo(int exp) method NormalizeExponent (line 349) | public void NormalizeExponent() method TruncateMantissaToSingleBit (line 355) | public void TruncateMantissaToSingleBit() method Truncate (line 378) | public void Truncate() method GetBits (line 401) | public static ulong GetBits(double x) method GetBits (line 408) | public static uint GetBits(float x) method FromBits (line 415) | public static double FromBits(ulong bits) method FromBits (line 422) | public static float FromBits(uint bits) method IsFinite (line 429) | public static bool IsFinite(double x) method IsFinite (line 436) | public static bool IsFinite(float x) method IsFinite (line 443) | public static bool IsFinite(ReadOnlySpan values) method IsFinite (line 456) | public static bool IsFinite(ReadOnlySpan values) method IsFiniteNonZero (line 468) | public static bool IsFiniteNonZero(double x) method IsFiniteNonZero (line 475) | public static bool IsFiniteNonZero(float x) method IsFiniteNormal (line 482) | public static bool IsFiniteNormal(double x) method IsFiniteNormal (line 489) | public static bool IsFiniteNormal(float x) method IsDenormal (line 496) | public static bool IsDenormal(double x) method IsDenormal (line 503) | public static bool IsDenormal(float x) method GetExponent (line 510) | public static int GetExponent(double x) method GetExponent (line 517) | public static int GetExponent(float x) method SetExponent (line 524) | public static double SetExponent(double x, int exp) method SetExponent (line 532) | public static float SetExponent(float x, int exp) method GetParts (line 540) | public static void GetParts(double x, out int sign, out int exp, out u... method GetParts (line 547) | public static void GetParts(float x, out int sign, out int exp, out ui... method GetFromPartsDouble (line 554) | public static double GetFromPartsDouble(int sign, int exp, ulong man) method GetFromPartsSingle (line 561) | public static float GetFromPartsSingle(int sign, int exp, uint man) method GetPowerOfTwoDouble (line 568) | public static double GetPowerOfTwoDouble(int exp) method GetPowerOfTwoSingle (line 575) | public static float GetPowerOfTwoSingle(int exp) method NormalizeExponent (line 584) | public static int NormalizeExponent(ref double x) method NormalizeExponent (line 596) | public static int NormalizeExponent(ref float x) method TruncateMantissaToSingleBit (line 606) | public static double TruncateMantissaToSingleBit(double x) method TruncateMantissaToSingleBit (line 614) | public static float TruncateMantissaToSingleBit(float x) method Truncate (line 622) | public static double Truncate(double x) method ToRoundTripString (line 630) | public static string ToRoundTripString(float x) method ToRoundTripString (line 635) | public static string ToRoundTripString(double x) FILE: src/Microsoft.ML.Core/Utilities/FuncInstanceMethodInfo1`2.cs class FuncInstanceMethodInfo1 (line 26) | internal sealed class FuncInstanceMethodInfo1 : FuncMe... method FuncInstanceMethodInfo1 (line 31) | public FuncInstanceMethodInfo1(Func function) method FuncInstanceMethodInfo1 (line 36) | private FuncInstanceMethodInfo1(MethodInfo methodInfo) method Create (line 56) | public static FuncInstanceMethodInfo1 Create(Express... FILE: src/Microsoft.ML.Core/Utilities/FuncInstanceMethodInfo1`3.cs class FuncInstanceMethodInfo1 (line 27) | internal sealed class FuncInstanceMethodInfo1 : Fun... method FuncInstanceMethodInfo1 (line 32) | public FuncInstanceMethodInfo1(Func function) method FuncInstanceMethodInfo1 (line 37) | private FuncInstanceMethodInfo1(MethodInfo methodInfo) method Create (line 57) | public static FuncInstanceMethodInfo1 Create(Expr... FILE: src/Microsoft.ML.Core/Utilities/FuncInstanceMethodInfo1`4.cs class FuncInstanceMethodInfo1 (line 28) | internal sealed class FuncInstanceMethodInfo1 ... method FuncInstanceMethodInfo1 (line 33) | public FuncInstanceMethodInfo1(Func function) method FuncInstanceMethodInfo1 (line 38) | private FuncInstanceMethodInfo1(MethodInfo methodInfo) method Create (line 58) | public static FuncInstanceMethodInfo1 Create... FILE: src/Microsoft.ML.Core/Utilities/FuncInstanceMethodInfo2`4.cs class FuncInstanceMethodInfo2 (line 28) | internal sealed class FuncInstanceMethodInfo2 ... method FuncInstanceMethodInfo2 (line 33) | public FuncInstanceMethodInfo2(Func function) method FuncInstanceMethodInfo2 (line 38) | private FuncInstanceMethodInfo2(MethodInfo methodInfo) method Create (line 58) | public static FuncInstanceMethodInfo2 Create... FILE: src/Microsoft.ML.Core/Utilities/FuncInstanceMethodInfo3`3.cs class FuncInstanceMethodInfo3 (line 27) | internal sealed class FuncInstanceMethodInfo3 : Fun... method FuncInstanceMethodInfo3 (line 32) | public FuncInstanceMethodInfo3(Func function) method FuncInstanceMethodInfo3 (line 37) | private FuncInstanceMethodInfo3(MethodInfo methodInfo) method Create (line 57) | public static FuncInstanceMethodInfo3 Create(Expr... FILE: src/Microsoft.ML.Core/Utilities/FuncInstanceMethodInfo3`4.cs class FuncInstanceMethodInfo3 (line 28) | internal sealed class FuncInstanceMethodInfo3 ... method FuncInstanceMethodInfo3 (line 33) | public FuncInstanceMethodInfo3(Func function) method FuncInstanceMethodInfo3 (line 38) | private FuncInstanceMethodInfo3(MethodInfo methodInfo) method Create (line 58) | public static FuncInstanceMethodInfo3 Create... FILE: src/Microsoft.ML.Core/Utilities/FuncMethodInfo1`1.cs class FuncMethodInfo1 (line 24) | internal abstract class FuncMethodInfo1 : FuncMethodInfo method FuncMethodInfo1 (line 28) | private protected FuncMethodInfo1(MethodInfo methodInfo) method MakeGenericMethod (line 37) | public MethodInfo MakeGenericMethod(Type typeArg1) FILE: src/Microsoft.ML.Core/Utilities/FuncMethodInfo1`2.cs class FuncMethodInfo1 (line 25) | internal abstract class FuncMethodInfo1 : FuncMethodInfo : FuncMethodInf... method FuncMethodInfo1 (line 30) | private protected FuncMethodInfo1(MethodInfo methodInfo) method MakeGenericMethod (line 39) | public MethodInfo MakeGenericMethod(Type typeArg1) FILE: src/Microsoft.ML.Core/Utilities/FuncMethodInfo2`3.cs class FuncMethodInfo2 (line 26) | internal abstract class FuncMethodInfo2 : FuncMethodInf... method FuncMethodInfo2 (line 30) | private protected FuncMethodInfo2(MethodInfo methodInfo) method MakeGenericMethod (line 39) | public MethodInfo MakeGenericMethod(Type typeArg1, Type typeArg2) FILE: src/Microsoft.ML.Core/Utilities/FuncMethodInfo3`2.cs class FuncMethodInfo3 (line 25) | internal abstract class FuncMethodInfo3 : FuncMethodInfo : FuncMethodInf... method FuncMethodInfo3 (line 30) | private protected FuncMethodInfo3(MethodInfo methodInfo) method MakeGenericMethod (line 39) | public MethodInfo MakeGenericMethod(Type typeArg1, Type typeArg2, Type... FILE: src/Microsoft.ML.Core/Utilities/FuncMethodInfo`1.cs class FuncMethodInfo (line 12) | internal abstract class FuncMethodInfo method FuncMethodInfo (line 14) | private protected FuncMethodInfo(MethodInfo methodInfo) FILE: src/Microsoft.ML.Core/Utilities/FuncMethodInfo`2.cs class FuncMethodInfo (line 12) | internal abstract class FuncMethodInfo method FuncMethodInfo (line 14) | private protected FuncMethodInfo(MethodInfo methodInfo) FILE: src/Microsoft.ML.Core/Utilities/FuncMethodInfo`3.cs class FuncMethodInfo (line 12) | internal abstract class FuncMethodInfo method FuncMethodInfo (line 14) | private protected FuncMethodInfo(MethodInfo methodInfo) FILE: src/Microsoft.ML.Core/Utilities/FuncStaticMethodInfo1`1.cs class FuncStaticMethodInfo1 (line 24) | internal sealed class FuncStaticMethodInfo1 : FuncMethodInfo1 function) FILE: src/Microsoft.ML.Core/Utilities/FuncStaticMethodInfo1`2.cs class FuncStaticMethodInfo1 (line 25) | internal sealed class FuncStaticMethodInfo1 : FuncMethodInfo... method FuncStaticMethodInfo1 (line 27) | public FuncStaticMethodInfo1(Func function) FILE: src/Microsoft.ML.Core/Utilities/FuncStaticMethodInfo1`3.cs class FuncStaticMethodInfo1 (line 26) | internal sealed class FuncStaticMethodInfo1 : FuncMetho... method FuncStaticMethodInfo1 (line 28) | public FuncStaticMethodInfo1(Func function) FILE: src/Microsoft.ML.Core/Utilities/FuncStaticMethodInfo2`3.cs class FuncStaticMethodInfo2 (line 26) | internal sealed class FuncStaticMethodInfo2 : FuncMetho... method FuncStaticMethodInfo2 (line 28) | public FuncStaticMethodInfo2(Func function) FILE: src/Microsoft.ML.Core/Utilities/FuncStaticMethodInfo3`2.cs class FuncStaticMethodInfo3 (line 25) | internal sealed class FuncStaticMethodInfo3 : FuncMethodInfo... method FuncStaticMethodInfo3 (line 27) | public FuncStaticMethodInfo3(Func function) FILE: src/Microsoft.ML.Core/Utilities/FuncStaticMethodInfo3`3.cs class FuncStaticMethodInfo3 (line 26) | internal sealed class FuncStaticMethodInfo3 : FuncMetho... method FuncStaticMethodInfo3 (line 28) | public FuncStaticMethodInfo3(Func function) FILE: src/Microsoft.ML.Core/Utilities/HashArray.cs class HashArray (line 21) | [BestFriend] type Entry (line 31) | private struct Entry : IComparable method CompareTo (line 37) | public int CompareTo(Entry other) method HashArray (line 50) | public HashArray() method AssertValid (line 59) | [Conditional("DEBUG")] method GetIit (line 72) | private int GetIit(int hash) method GetItem (line 77) | public TItem GetItem(int it) method TryGetIndex (line 88) | public bool TryGetIndex(TItem val, out int index) method GetIndexCore (line 98) | private int GetIndexCore(TItem val, int iit) method Add (line 118) | public int Add(TItem val) method TryAdd (line 132) | public bool TryAdd(TItem val) method AddCore (line 147) | private int AddCore(TItem val, int iit) method GrowTable (line 173) | private void GrowTable() method Sort (line 191) | public void Sort() method FillTable (line 206) | private void FillTable() method DumpStats (line 219) | [Conditional("DUMP_STATS")] method CopyTo (line 235) | public void CopyTo(Span destination) class HashHelpers (line 243) | private static class HashHelpers method GetPrime (line 260) | public static int GetPrime(int min) method ExpandPrime (line 276) | public static int ExpandPrime(int oldSize) FILE: src/Microsoft.ML.Core/Utilities/Hashing.cs class Hashing (line 12) | [BestFriend] method CombineHash (line 17) | public static uint CombineHash(uint u1, uint u2) method CombineHash (line 22) | public static int CombineHash(int n1, int n2) method CombinedHash (line 34) | public static int CombinedHash(int startHash, params object[] os) method CombinedHash (line 49) | public static int CombinedHash(int startHash, params T[] os) method HashUint (line 56) | public static uint HashUint(uint u) method HashInt (line 62) | public static int HashInt(int n) method HashString (line 71) | public static uint HashString(ReadOnlySpan str) => MurmurHash(_d... method HashString (line 77) | public static uint HashString(StringBuilder sb) method HashSequence (line 83) | public static uint HashSequence(uint[] sequence, int min, int lim) method MurmurRound (line 93) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method MurmurHash (line 118) | public static uint MurmurHash(uint hash, ReadOnlySpan span, bool... method MurmurHashV2 (line 184) | public static uint MurmurHashV2(uint hash, ReadOnlySpan span, bo... method MurmurHash (line 275) | public static uint MurmurHash(uint hash, StringBuilder data, int ichMi... method MurmurHash (line 342) | public static uint MurmurHash(uint hash, uint[] data, int min, int lim) method MixHash (line 364) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method MixHash (line 375) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Rotate (line 387) | [MethodImpl(MethodImplOptions.AggressiveInlining)] FILE: src/Microsoft.ML.Core/Utilities/Heap.cs class Heap (line 16) | [BestFriend] method Heap (line 27) | public Heap(Func fnReverse) method Heap (line 44) | public Heap(Func fnReverse, int capacity) method AssertValid (line 56) | [Conditional("DEBUG")] method Parent (line 87) | private static int Parent(int iv) method Left (line 91) | private static int Left(int iv) method Right (line 95) | private static int Right(int iv) method MoveTo (line 101) | private void MoveTo(T v, int iv) method Clear (line 111) | public void Clear() method Pop (line 136) | public T Pop() method Add (line 157) | public void Add(T item) method BubbleUp (line 168) | private void BubbleUp(int iv) method BubbleDown (line 179) | private void BubbleDown(int iv) class HeapNode (line 201) | internal abstract class HeapNode method HeapNode (line 206) | protected HeapNode() class Heap (line 216) | public sealed class Heap method Heap (line 227) | public Heap(Func fnReverse) method Heap (line 244) | public Heap(Func fnReverse, int capacity) method AssertValid (line 256) | [Conditional("DEBUG")] method Parent (line 287) | private static int Parent(int iv) method Left (line 291) | private static int Left(int iv) method Right (line 295) | private static int Right(int iv) method MoveTo (line 301) | private void MoveTo(T v, int iv) method Get (line 309) | private T Get(int index) method Clear (line 320) | public void Clear() method Pop (line 350) | public T Pop() method Add (line 377) | public void Add(T item) method Delete (line 394) | public void Delete(T item) method BubbleUp (line 419) | private void BubbleUp(int iv) method BubbleDown (line 430) | private void BubbleDown(int iv) FILE: src/Microsoft.ML.Core/Utilities/HybridMemoryStream.cs class HybridMemoryStream (line 19) | [BestFriend] method HybridMemoryStream (line 50) | public HybridMemoryStream(int maxLen = _defaultMaxLen) method CreateCache (line 68) | public static Stream CreateCache(Stream stream, int maxLen = _defaultM... method AssertInvariants (line 94) | [Conditional("DEBUG")] method Dispose (line 111) | protected override void Dispose(bool disposing) method Close (line 134) | public override void Close() method Flush (line 141) | public override void Flush() method EnsureOverflow (line 153) | private void EnsureOverflow() method SetLength (line 185) | public override void SetLength(long value) method Seek (line 196) | public override long Seek(long offset, SeekOrigin origin) method Read (line 203) | public override int Read(byte[] buffer, int offset, int count) method Write (line 210) | public override void Write(byte[] buffer, int offset, int count) method ReadByte (line 223) | public override int ReadByte() method WriteByte (line 230) | public override void WriteByte(byte value) FILE: src/Microsoft.ML.Core/Utilities/IndentedTextWriterExtensions.cs class IndentedTextWriterExtensions (line 10) | [BestFriend] type Scope (line 13) | public struct Scope : IDisposable method Scope (line 17) | public Scope(IndentedTextWriter writer) method Dispose (line 22) | public void Dispose() method Nest (line 29) | public static Scope Nest(this IndentedTextWriter writer) method Indent (line 34) | public static void Indent(this IndentedTextWriter writer) method Outdent (line 38) | public static void Outdent(this IndentedTextWriter writer) method WriteLineNoTabs (line 43) | public static void WriteLineNoTabs(this IndentedTextWriter writer) FILE: src/Microsoft.ML.Core/Utilities/LineParser.cs class LineParser (line 10) | [BestFriend] method ParseKeyThenNumbers (line 13) | public static (bool isSuccess, string key, float[] values) ParseKeyThe... method AllocateFixedSizeArrayToStoreParsedValues (line 56) | [MethodImpl(MethodImplOptions.AggressiveInlining)] FILE: src/Microsoft.ML.Core/Utilities/LruCache.cs class LruCache (line 14) | [BestFriend] method LruCache (line 31) | public LruCache(int size) method TryGetValue (line 42) | public bool TryGetValue(TKey key, out TValue value) method Add (line 62) | public void Add(TKey key, TValue value) FILE: src/Microsoft.ML.Core/Utilities/MathUtils.cs class MathUtils (line 14) | [BestFriend] method ToFloat (line 17) | public static float ToFloat(this Double dbl) method ToFloat (line 24) | public static void ToFloat(this Single dbl) method Sqrt (line 30) | public static float Sqrt(float x) method Log (line 35) | public static float Log(float x) method Log (line 40) | public static float Log(float a, float newBase) method Pow (line 45) | public static float Pow(float x, float y) method SimpleLinearRegression (line 57) | public static void SimpleLinearRegression(float[] x, float[] y, out fl... method Product (line 96) | public static int Product(int[] a) method Max (line 110) | public static float Max(float[] a) method Min (line 124) | public static float Min(float[] a) method ArgMax (line 143) | public static int ArgMax(ReadOnlySpan a) method ArgMin (line 172) | public static int ArgMin(ReadOnlySpan a) method SoftMax (line 203) | public static float SoftMax(ReadOnlySpan inputs) method SoftMax (line 241) | public static float SoftMax(float lx, float ly) method AlmostEqual (line 278) | public static bool AlmostEqual(float a, float b) method AlmostEqual (line 283) | public static bool AlmostEqual(float a, float b, float maxRelErr, floa... method LogGamma (line 305) | public static double LogGamma(double x) method LogFactorial (line 348) | public static double LogFactorial(int n) method TStatisticToPValue (line 377) | public static Double TStatisticToPValue(Double t, Double df) method Lentz (line 403) | private static Double Lentz(Sequence a, Sequence b, Double tol = 1e-15) method Beta (line 427) | private static Double Beta(Double a, Double b) method IncompleteBeta (line 434) | private static Double IncompleteBeta(Double x, Double a, Double b) method Unclamp (line 471) | private static Double Unclamp(Double val) method Sigmoid (line 482) | public static float Sigmoid(float x) method Tanh (line 494) | public static float Tanh(float x) method SigmoidSlow (line 506) | public static float SigmoidSlow(float x) method TanhSlow (line 522) | public static float TanhSlow(float x) method ExpSlow (line 530) | public static float ExpSlow(float x) method PowerOfTwo (line 543) | private static float PowerOfTwo(int exp) method SigmoidFast (line 552) | public static float SigmoidFast(float x) method TanhFast (line 592) | public static float TanhFast(float x) method ExpFast (line 632) | public static float ExpFast(float x) method ApplySoftMax (line 671) | public static void ApplySoftMax(float[] src, float[] dst) method ApplySoftMax (line 680) | public static void ApplySoftMax(float[] src, float[] dst, int start, i... method GetMedianInPlace (line 703) | public static float GetMedianInPlace(float[] src, int count) method CosineSimilarity (line 735) | public static Double CosineSimilarity(ReadOnlySpan a, ReadOnlyS... method Entropy (line 764) | public static Double Entropy(Double prob, bool useLnNotLog2 = false) method CrossEntropy (line 779) | public static Double CrossEntropy(Double probTrue, Double probPredicte... method LnSum (line 797) | public static float LnSum(IEnumerable terms) method Sin (line 824) | public static double Sin(double a) method Cos (line 834) | public static double Cos(double a) method DivisionCeiling (line 846) | public static long DivisionCeiling(long numerator, long denomenator) FILE: src/Microsoft.ML.Core/Utilities/MatrixTransposeOps.cs class MatrixTransposeOps (line 13) | [BestFriend] method TransposeSingleThread (line 29) | public static void TransposeSingleThread(T[] src, T[] dst, int m, i... method Transpose (line 80) | public static void Transpose(T[] src, T[] dst, int m, int n) method Transpose (line 137) | public static unsafe void Transpose(float* src, float* dst, int m, int n) method Transpose (line 190) | public static unsafe void Transpose(double* src, double* dst, int m, i... FILE: src/Microsoft.ML.Core/Utilities/MinWaiter.cs class MinWaiter (line 24) | [BestFriend] type WaitStats (line 32) | private readonly struct WaitStats method WaitStats (line 37) | public WaitStats(long line) method MinWaiter (line 56) | public MinWaiter(int waiters) method Register (line 73) | public ManualResetEventSlim Register(long position) method Retire (line 98) | public int Retire() method SignalIfNeeded (line 111) | private void SignalIfNeeded() FILE: src/Microsoft.ML.Core/Utilities/NormStr.cs class NormStr (line 19) | [BestFriend] method NormStr (line 29) | private NormStr(ReadOnlyMemory str, int id, uint hash) method GetHashCode (line 37) | public override int GetHashCode() class Pool (line 42) | public sealed class Pool : IEnumerable method Pool (line 58) | public Pool() method AssertValid (line 68) | [Conditional("DEBUG")] method GetIns (line 80) | private int GetIns(uint hash) method GetIins (line 85) | private int GetIins(uint hash) method Get (line 93) | public NormStr Get(string str, bool add = false) method Get (line 119) | public NormStr Get(ReadOnlyMemory str, bool add = false, bool ... method Add (line 154) | public NormStr Add(string str) method Add (line 159) | public NormStr Add(ReadOnlyMemory str, bool duplicateStr = true) method Get (line 167) | public NormStr Get(StringBuilder sb, bool add = false) method Add (line 204) | public NormStr Add(StringBuilder sb) method AddCore (line 212) | private NormStr AddCore(ReadOnlyMemory str, uint hash) method GetNormStrById (line 245) | public NormStr GetNormStrById(int id) method GetNs (line 251) | private NormStr GetNs(int ins) method GrowTable (line 258) | private void GrowTable() method GetEnumerator (line 279) | public IEnumerator GetEnumerator() method GetEnumerator (line 285) | IEnumerator IEnumerable.GetEnumerator() FILE: src/Microsoft.ML.Core/Utilities/ObjectPool.cs class ObjectPool (line 11) | [BestFriend] method Create (line 14) | protected override T Create() class MadeObjectPool (line 20) | [BestFriend] method MadeObjectPool (line 25) | public MadeObjectPool(Func maker) method Create (line 30) | protected override T Create() class ObjectPoolBase (line 36) | internal abstract class ObjectPoolBase method ObjectPoolBase (line 44) | private protected ObjectPoolBase() method Get (line 49) | public T Get() method Create (line 58) | protected abstract T Create(); method Return (line 60) | public void Return(T item) FILE: src/Microsoft.ML.Core/Utilities/OrderedWaiter.cs class OrderedWaiter (line 21) | [BestFriend] type WaitStats (line 28) | private readonly struct WaitStats method WaitStats (line 33) | public WaitStats(long line) method OrderedWaiter (line 53) | public OrderedWaiter(bool firstCleared = true) method OrderedWaiter (line 64) | public OrderedWaiter(long startPos) method Wait (line 76) | public void Wait(long position, CancellationToken token = default(Canc... method Increment (line 102) | public long Increment() method IncrementAll (line 120) | public long IncrementAll() method SignalException (line 136) | public void SignalException(Exception ex) FILE: src/Microsoft.ML.Core/Utilities/PathUtils.cs class Utils (line 12) | internal static partial class Utils method FindExistentFileOrNull (line 64) | public static string FindExistentFileOrNull(string fileName, string fo... method TryFindFile (line 102) | private static bool TryFindFile(string fileName, string folderPrefix, ... method CreateFolderIfNotExists (line 129) | public static string CreateFolderIfNotExists(string folder) FILE: src/Microsoft.ML.Core/Utilities/PlatformUtils.cs class PlatformUtils (line 15) | [BestFriend] method AsReadOnly (line 18) | public static ReadOnlyCollection AsReadOnly(this T[] items) method IsGenericEx (line 25) | public static bool IsGenericEx(this Type type, Type typeDef) method GetGenericTypeArgumentsEx (line 33) | public static Type[] GetGenericTypeArgumentsEx(this Type type) FILE: src/Microsoft.ML.Core/Utilities/Random.cs class RandomUtils (line 12) | [BestFriend] method NextSingle (line 15) | public static float NextSingle(this Random random) method NextSigned (line 32) | public static int NextSigned(this Random random) method Create (line 44) | public static TauswortheHybrid Create() method Create (line 50) | public static TauswortheHybrid Create(int? seed) method Create (line 57) | public static TauswortheHybrid Create(int seed) method Create (line 63) | public static TauswortheHybrid Create(uint? seed) method Create (line 70) | public static TauswortheHybrid Create(uint seed) method Create (line 76) | public static TauswortheHybrid Create(Random seed) class TauswortheHybrid (line 85) | [BestFriend] type State (line 88) | public readonly struct State method State (line 95) | public State(uint seed) method State (line 103) | public State(uint u1, uint u2, uint u3, uint u4) method Save (line 111) | public void Save(BinaryWriter writer) method Load (line 119) | public static State Load(BinaryReader reader) method TauswortheHybrid (line 134) | public TauswortheHybrid(State state) method TauswortheHybrid (line 142) | public TauswortheHybrid(Random rng) method GetU (line 150) | private static uint GetU(Random rng) method GetSeed (line 155) | private static uint GetSeed(Random rng) method NextSingle (line 165) | public float NextSingle() method NextDouble (line 171) | public override double NextDouble() method Next (line 177) | public override int Next() method Next (line 186) | public override int Next(int maxValue) method Next (line 197) | public override int Next(int minValue, int maxValue) method NextBytes (line 205) | public override void NextBytes(byte[] buffer) method NextSigned (line 215) | public int NextSigned() method GetUint (line 221) | private uint GetUint() method GetSingle (line 226) | private float GetSingle() method GetDouble (line 238) | private double GetDouble() method NextState (line 245) | private void NextState() method TauswortheStateChange (line 253) | private static void TauswortheStateChange(ref uint z, int s1, int s2, ... method LcgStateChange (line 258) | private static void LcgStateChange(ref uint z, uint a, uint c) method GetState (line 266) | public State GetState() FILE: src/Microsoft.ML.Core/Utilities/ReservoirSampler.cs type IReservoirSampler (line 16) | [BestFriend] method Sample (line 33) | void Sample(); method Lock (line 39) | void Lock(); method GetSample (line 44) | IEnumerable GetSample(); class ReservoirSamplerWithoutReplacement (line 53) | [BestFriend] method ReservoirSamplerWithoutReplacement (line 70) | public ReservoirSamplerWithoutReplacement(Random rnd, int size, ValueG... method Sample (line 81) | public void Sample() method Lock (line 99) | public void Lock() method GetSample (line 107) | public IEnumerable GetSample() class ReservoirSamplerWithReplacement (line 127) | [BestFriend] method ReservoirSamplerWithReplacement (line 149) | public ReservoirSamplerWithReplacement(Random rnd, int size, ValueGett... method Sample (line 162) | public void Sample() method GetCache (line 223) | public T[] GetCache() method Lock (line 228) | public void Lock() method GetSample (line 246) | public IEnumerable GetSample() FILE: src/Microsoft.ML.Core/Utilities/ResourceManagerUtils.cs class ResourceManagerUtils (line 22) | [BestFriend] class ResourceDownloadResults (line 63) | public sealed class ResourceDownloadResults method ResourceDownloadResults (line 69) | public ResourceDownloadResults(string fileName, string errorMessage,... method ResourceManagerUtils (line 77) | private ResourceManagerUtils() method GetUrl (line 84) | public static string GetUrl(string suffix) method EnsureResourceAsync (line 108) | public async Task EnsureResourceAsync(IHostEn... method DownloadFromUrlWithRetryAsync (line 125) | private async Task DownloadFromUrlWithRetryAsync(IHostEnvironm... method DownloadFromUrlAsync (line 155) | private async Task DownloadFromUrlAsync(IHostEnvironment env, ... method TryDelete (line 177) | private static void TryDelete(IChannel ch, string filePath, bool warn ... method UpdateTimeout (line 190) | private static void UpdateTimeout(ref int timeout) method GetFilePath (line 202) | private static string GetFilePath(IChannel ch, string fileName, string... method DownloadResource (line 249) | private async Task DownloadResource(IHostEnvironment env, I... method IsRedirectToDefaultPage (line 309) | public bool IsRedirectToDefaultPage(string url) method GetErrorMessage (line 336) | public static ResourceDownloadResults GetErrorMessage(out string error... method chmod (line 349) | [DllImport("libc", SetLastError = true)] FILE: src/Microsoft.ML.Core/Utilities/Stats.cs class Stats (line 13) | [BestFriend] method SampleLong (line 22) | public static long SampleLong(long rangeSize, Random rand) method SampleFromGaussian (line 53) | public static double SampleFromGaussian(Random rand) method SampleFromGamma (line 77) | public static double SampleFromGamma(Random r, double alpha) method SampleFromBeta (line 113) | public static double SampleFromBeta(Random rand, double alpha1, double... method SampleFromDirichlet (line 126) | public static void SampleFromDirichlet(Random rand, double[] alphas, d... method SampleFromPoisson (line 143) | public static int SampleFromPoisson(Random rand, double lambda) method SampleFromLaplacian (line 203) | public static float SampleFromLaplacian(Random rand, float mean, float... method SampleFromCauchy (line 222) | public static float SampleFromCauchy(Random rand) method SampleFromBinomial (line 235) | public static int SampleFromBinomial(Random r, int n, double p) class BinoRand (line 240) | private static class BinoRand method Fc (line 256) | private static double Fc(int k) method Next (line 268) | public static int Next(Random rand, int n, double p) method InvTransform (line 286) | private static int InvTransform(int n, double p, Random rn) method GenerateLarge (line 310) | private static int GenerateLarge(int n, double p, Random rn) FILE: src/Microsoft.ML.Core/Utilities/Stream.cs class Utils (line 17) | internal static partial class Utils method CloseEx (line 19) | public static void CloseEx(this Stream stream) method CloseEx (line 26) | public static void CloseEx(this TextWriter writer) method CopyRange (line 41) | public static long CopyRange(this Stream source, Stream destination, l... method WriteBoolByte (line 57) | public static void WriteBoolByte(this BinaryWriter writer, bool x) method WriteIntArray (line 66) | public static void WriteIntArray(this BinaryWriter writer, ReadOnlySpa... method WriteIntsNoCount (line 78) | public static void WriteIntsNoCount(this BinaryWriter writer, ReadOnly... method WriteUIntArray (line 89) | public static void WriteUIntArray(this BinaryWriter writer, ReadOnlySp... method WriteUIntsNoCount (line 101) | public static void WriteUIntsNoCount(this BinaryWriter writer, ReadOnl... method WriteByteArray (line 112) | public static void WriteByteArray(this BinaryWriter writer, byte[] val... method WriteByteArray (line 132) | public static void WriteByteArray(this BinaryWriter writer, ReadOnlySp... method WriteByteArray (line 145) | public static void WriteByteArray(this BinaryWriter writer, byte[] val... method WriteBytesNoCount (line 158) | public static void WriteBytesNoCount(this BinaryWriter writer, byte[] ... method WriteSingleArray (line 170) | public static void WriteSingleArray(this BinaryWriter writer, ReadOnly... method WriteSingleArray (line 182) | public static void WriteSingleArray(this BinaryWriter writer, IEnumera... method WriteSinglesNoCount (line 201) | public static void WriteSinglesNoCount(this BinaryWriter writer, ReadO... method WriteDoubleArray (line 212) | public static void WriteDoubleArray(this BinaryWriter writer, ReadOnly... method WriteDoublesNoCount (line 224) | public static void WriteDoublesNoCount(this BinaryWriter writer, ReadO... method WriteBoolByteArray (line 235) | public static void WriteBoolByteArray(this BinaryWriter writer, ReadOn... method WriteBoolBytesNoCount (line 247) | public static void WriteBoolBytesNoCount(this BinaryWriter writer, Rea... method WriteCharArray (line 258) | public static void WriteCharArray(this BinaryWriter writer, ReadOnlySp... method WriteBitArray (line 270) | public static void WriteBitArray(this BinaryWriter writer, BitArray arr) method WriteSByteStream (line 283) | public static long WriteSByteStream(this BinaryWriter writer, IEnumera... method WriteByteStream (line 294) | public static long WriteByteStream(this BinaryWriter writer, IEnumerab... method WriteIntStream (line 305) | public static long WriteIntStream(this BinaryWriter writer, IEnumerabl... method WriteUIntStream (line 316) | public static long WriteUIntStream(this BinaryWriter writer, IEnumerab... method WriteShortStream (line 327) | public static long WriteShortStream(this BinaryWriter writer, IEnumera... method WriteUShortStream (line 338) | public static long WriteUShortStream(this BinaryWriter writer, IEnumer... method WriteLongStream (line 349) | public static long WriteLongStream(this BinaryWriter writer, IEnumerab... method WriteULongStream (line 360) | public static long WriteULongStream(this BinaryWriter writer, IEnumera... method WriteSingleStream (line 371) | public static long WriteSingleStream(this BinaryWriter writer, IEnumer... method WriteDoubleStream (line 382) | public static long WriteDoubleStream(this BinaryWriter writer, IEnumer... method WriteStringStream (line 393) | public static long WriteStringStream(this BinaryWriter writer, IEnumer... method WriteLeb128Int (line 409) | public static void WriteLeb128Int(this BinaryWriter writer, ulong value) method Leb128IntLength (line 424) | public static int Leb128IntLength(ulong value) method FpCur (line 435) | public static long FpCur(this BinaryWriter writer) method Seek (line 440) | public static void Seek(this BinaryWriter writer, long fp) method FpCur (line 445) | public static long FpCur(this BinaryReader reader) method Seek (line 450) | public static void Seek(this BinaryReader reader, long fp) method ReadBoolByte (line 455) | public static bool ReadBoolByte(this BinaryReader reader) method ReadFloat (line 462) | public static float ReadFloat(this BinaryReader reader) method ReadFloatArray (line 467) | public static float[] ReadFloatArray(this BinaryReader reader) method ReadFloatArray (line 476) | public static float[] ReadFloatArray(this BinaryReader reader, int size) method ReadFloatArray (line 490) | public static void ReadFloatArray(this BinaryReader reader, float[] ar... method ReadSingleArray (line 500) | public static float[] ReadSingleArray(this BinaryReader reader) method ReadSingleArray (line 505) | public static float[] ReadSingleArray(this BinaryReader reader, int size) method ReadDoubleArray (line 510) | public static double[] ReadDoubleArray(this BinaryReader reader) method ReadDoubleArray (line 519) | public static double[] ReadDoubleArray(this BinaryReader reader, int s... method ReadIntArray (line 532) | public static int[] ReadIntArray(this BinaryReader reader) method ReadIntArray (line 541) | public static int[] ReadIntArray(this BinaryReader reader, int size) method ReadUIntArray (line 555) | public static uint[] ReadUIntArray(this BinaryReader reader) method ReadUIntArray (line 564) | public static uint[] ReadUIntArray(this BinaryReader reader, int size) method ReadLongArray (line 578) | public static long[] ReadLongArray(this BinaryReader reader) method ReadLongArray (line 587) | public static long[] ReadLongArray(this BinaryReader reader, int size) method ReadBoolArray (line 601) | public static bool[] ReadBoolArray(this BinaryReader reader) method ReadBoolArray (line 610) | public static bool[] ReadBoolArray(this BinaryReader reader, int size) method ReadCharArray (line 626) | public static char[] ReadCharArray(this BinaryReader reader) method ReadCharArray (line 635) | public static char[] ReadCharArray(this BinaryReader reader, int size) method ReadByteArray (line 649) | public static byte[] ReadByteArray(this BinaryReader reader) method ReadByteArray (line 658) | public static byte[] ReadByteArray(this BinaryReader reader, int size) method ReadBitArray (line 670) | public static BitArray ReadBitArray(this BinaryReader reader) method ReadBinaryDataIntoSpan (line 683) | private static unsafe void ReadBinaryDataIntoSpan(BinaryReader read... method ReadBlock (line 735) | public static void ReadBlock(this Stream s, byte[] buff, int offset, i... method TryReadBlock (line 754) | public static int TryReadBlock(this Stream s, byte[] buff, int offset,... method ReadLeb128Int (line 770) | public static ulong ReadLeb128Int(this BinaryReader reader) method OpenWriter (line 794) | public static StreamWriter OpenWriter(Stream stream, Encoding encoding... method TryGetBuffer (line 813) | public static bool TryGetBuffer(this MemoryStream mem, out ArraySegmen... method CheckOptionalUserDirectory (line 837) | public static void CheckOptionalUserDirectory(string file, string user... FILE: src/Microsoft.ML.Core/Utilities/SubsetStream.cs class SubsetStream (line 26) | [BestFriend] method SubsetStream (line 41) | public SubsetStream(Stream stream, long? length = null) method Read (line 61) | public override int Read(byte[] buffer, int offset, int count) method SetLength (line 72) | public override void SetLength(long value) method Seek (line 77) | public override long Seek(long offset, SeekOrigin origin) method Flush (line 115) | public override void Flush() method Write (line 120) | public override void Write(byte[] buffer, int offset, int count) FILE: src/Microsoft.ML.Core/Utilities/SummaryStatistics.cs class SummaryStatisticsBase (line 9) | internal abstract class SummaryStatisticsBase method SummaryStatisticsBase (line 14) | internal SummaryStatisticsBase() method Equals (line 20) | public override bool Equals(object obj) method GetHashCode (line 30) | public override int GetHashCode() method ToString (line 86) | public override string ToString() method Add (line 101) | public virtual void Add(double v, double w = 1.0, long c = 1) method Add (line 133) | public void Add(SummaryStatisticsBase s) class SummaryStatisticsUpToSecondOrderMoments (line 155) | [BestFriend] class SummaryStatistics (line 181) | [BestFriend] method SummaryStatistics (line 189) | public SummaryStatistics() method Equals (line 194) | public override bool Equals(object obj) method GetHashCode (line 204) | public override int GetHashCode() method ToString (line 306) | public override string ToString() method Add (line 321) | public override void Add(double v, double w = 1.0, long c = 1) method Add (line 345) | public void Add(SummaryStatistics s) FILE: src/Microsoft.ML.Core/Utilities/SupervisedBinFinder.cs class SupervisedBinFinder (line 22) | [BestFriend] type ValuePair (line 25) | private readonly struct ValuePair : IComparable> method ValuePair (line 31) | public ValuePair(T value, int label) method CompareTo (line 37) | public int CompareTo(ValuePair other) method FindBins (line 62) | public Single[] FindBins(int maxBins, int minBinSize, int nLabels, ILi... method FindBins (line 140) | public Double[] FindBins(int maxBins, int minBinSize, int nLabels, ILi... method AssertStrictlyIncreasing (line 209) | [Conditional("DEBUG")] method AssertStrictlyIncreasing (line 218) | [Conditional("DEBUG")] class SplitInterval (line 227) | private class SplitInterval method SplitInterval (line 235) | public SplitInterval(SupervisedBinFinder binFinder, int min, int lim... method GetEntropy (line 281) | private Double GetEntropy(int min, int lim, out int totalCount) method FindBinsCore (line 305) | private int[] FindBinsCore() FILE: src/Microsoft.ML.Core/Utilities/TaskExtensions.cs class TaskExtensions (line 11) | internal static class TaskExtensions method CompletedResult (line 13) | [SuppressMessage("Usage", "VSTHRD002:Avoid problematic synchronous wai... FILE: src/Microsoft.ML.Core/Utilities/TextReaderStream.cs class TextReaderStream (line 18) | [BestFriend] method TextReaderStream (line 62) | public TextReaderStream(TextReader baseReader) method TextReaderStream (line 76) | public TextReaderStream(TextReader baseReader, Encoding encoding) method Close (line 84) | public override void Close() method Dispose (line 90) | protected override void Dispose(bool disposing) method Flush (line 96) | public override void Flush() method EnsureBytes (line 105) | private void EnsureBytes() method Read (line 148) | public override int Read(byte[] buffer, int offset, int count) method ReadByte (line 171) | public override int ReadByte() method Seek (line 178) | public override long Seek(long offset, SeekOrigin origin) method Write (line 181) | public override void Write(byte[] buffer, int offset, int count) method SetLength (line 184) | public override void SetLength(long value) FILE: src/Microsoft.ML.Core/Utilities/ThreadUtils.cs class Utils (line 13) | internal static partial class Utils method RunOnBackgroundThreadAsync (line 15) | public static Task RunOnBackgroundThreadAsync(Action start) => method RunOnBackgroundThreadAsync (line 18) | public static Task RunOnBackgroundThreadAsync(Action start, ob... method RunOnForegroundThread (line 21) | public static Thread RunOnForegroundThread(ParameterizedThreadStart st... class ImmediateBackgroundThreadPool (line 30) | private static class ImmediateBackgroundThreadPool method QueueAsync (line 45) | public static Task QueueAsync(Action threadStart) => QueueAsync((Del... method QueueAsync (line 53) | public static Task QueueAsync(Action threadStart, object sta... method QueueAsync (line 55) | private static Task QueueAsync(Delegate threadStart, object state) class ExceptionMarshaller (line 176) | [BestFriend] method ExceptionMarshaller (line 194) | public ExceptionMarshaller() method Dispose (line 200) | public void Dispose() method Set (line 214) | public void Set(string component, Exception ex) method ThrowIfSet (line 237) | public void ThrowIfSet(IExceptionContext ectx) FILE: src/Microsoft.ML.Core/Utilities/Tree.cs class Tree (line 21) | [BestFriend] method Tree (line 86) | public Tree() method TryGetValue (line 98) | public bool TryGetValue(TKey key, out Tree value) method ClearNodeValue (line 103) | public void ClearNodeValue() method ContainsKey (line 114) | public bool ContainsKey(TKey key) method Contains (line 119) | public bool Contains(KeyValuePair> item) method Add (line 128) | public void Add(KeyValuePair> item) method Add (line 138) | public void Add(TKey key, Tree newChild) method Detach (line 160) | public void Detach() method Remove (line 175) | public bool Remove(TKey key) method Remove (line 184) | public bool Remove(KeyValuePair> item) method Clear (line 194) | public void Clear() method GetEnumerator (line 206) | public IEnumerator>> GetEnumerat... method GetEnumerator (line 211) | IEnumerator IEnumerable.GetEnumerator() method CopyTo (line 216) | public void CopyTo(KeyValuePair>[] array, int... FILE: src/Microsoft.ML.Core/Utilities/Utils.cs class Utils (line 18) | [BestFriend] method StartsWithInvariantCultureIgnoreCase (line 23) | public static bool StartsWithInvariantCultureIgnoreCase(this string st... method StartsWithInvariantCulture (line 28) | public static bool StartsWithInvariantCulture(this string str, string ... method Swap (line 33) | public static void Swap(ref T a, ref T b) method Reverse (line 40) | public static void Reverse(T[] a, int iMin, int iLim) method Size (line 48) | public static int Size(string x) method Size (line 54) | public static int Size(StringBuilder x) method Size (line 60) | public static int Size(Array x) method Size (line 66) | public static int Size(T[] x) method Size (line 72) | public static int Size(List x) method Size (line 78) | public static int Size(IList x) method Size (line 84) | public static int Size(IReadOnlyList x) method Size (line 90) | public static int Size(Stack x) method Size (line 96) | public static int Size(HashSet x) method Size (line 102) | public static int Size(SortedSet x) method Size (line 108) | public static int Size(Dictionary x) method Size (line 114) | public static int Size(BitArray x) method TryGetValue (line 122) | public static bool TryGetValue(Dictionary ... method ToArray (line 133) | public static T[] ToArray(List list) method Add (line 141) | public static void Add(ref List list, T item) method Add (line 149) | public static bool Add(ref HashSet set, T item) method Add (line 157) | public static void Add(ref Dictionary map,... method Set (line 165) | public static void Set(ref Dictionary map,... method Push (line 173) | public static void Push(ref Stack stack, T item) method CopyTo (line 187) | public static void CopyTo(this List src, Span dst, int? count... method FindIndexSorted (line 206) | public static int FindIndexSorted(this IList input, int value) method FindIndexSorted (line 218) | public static int FindIndexSorted(this IList input, float value) method FindIndexSorted (line 230) | public static int FindIndexSorted(this Double[] input, Double value) method TryFindIndexSorted (line 241) | public static bool TryFindIndexSorted(this int[] input, int min, int l... method TryFindIndexSorted (line 251) | public static bool TryFindIndexSorted(ReadOnlySpan input, int min... method FindIndexSorted (line 263) | public static int FindIndexSorted(this int[] input, int min, int lim, ... method FindIndexSorted (line 274) | public static int FindIndexSorted(this ReadOnlySpan input, int mi... method FindIndexSorted (line 285) | public static int FindIndexSorted(this IList input, int min, int ... method FindIndexSorted (line 319) | public static int FindIndexSorted(this IList input, int min, in... method FindIndexSorted (line 355) | public static int FindIndexSorted(this Double[] input, int min, int li... method FindIndexSorted (line 390) | public static int FindIndexSorted(this T[] input, int min, int lim,... method FindIndexSorted (line 423) | public static int FindIndexSorted(this T[] input, int min, ... method GetIdentityPermutation (line 451) | public static int[] GetIdentityPermutation(int size) method FillIdentity (line 461) | public static void FillIdentity(Span a, int lim) method InterlockedAdd (line 470) | public static void InterlockedAdd(ref double target, double v) method InvertPermutation (line 486) | public static int[] InvertPermutation(int[] perm) method GetRandomPermutation (line 501) | public static int[] GetRandomPermutation(Random rand, int size) method AreEqual (line 511) | public static bool AreEqual(float[] arr1, float[] arr2) method AreEqual (line 528) | public static bool AreEqual(double[] arr1, double[] arr2) method Shuffle (line 545) | public static void Shuffle(Random rand, Span rgv) method AreEqual (line 553) | public static bool AreEqual(int[] arr1, int[] arr2) method AreEqual (line 570) | public static bool AreEqual(bool[] arr1, bool[] arr2) method ExtractLettersAndNumbers (line 587) | public static string ExtractLettersAndNumbers(string value) method IsMonotonicallyIncreasing (line 599) | public static bool IsMonotonicallyIncreasing(IList values) method IsMonotonicallyIncreasing (line 625) | public static bool IsMonotonicallyIncreasing(IList values) method IsMonotonicallyIncreasing (line 651) | public static bool IsMonotonicallyIncreasing(IList values) method IsIncreasing (line 676) | public static bool IsIncreasing(int min, ReadOnlySpan values, int... method IsIncreasing (line 698) | public static bool IsIncreasing(int min, ReadOnlySpan values, int... method CreateArray (line 719) | public static T[] CreateArray(int length, T value) method BuildArray (line 728) | public static bool[] BuildArray(int length, IEnumerable(int length, Func func) method BuildSubsetMaps (line 767) | public static void BuildSubsetMaps(DataViewSchema schema, Func pred, out ... method BuildSubsetMaps (line 837) | public static void BuildSubsetMaps(int lim, IEnumerable(T[] a, T[] b) method Concat (line 872) | public static T[] Concat(params T[][] arrays) method EnsureSize (line 923) | public static int EnsureSize(ref T[] array, int min, bool keepOld =... method EnsureSize (line 938) | public static int EnsureSize(ref T[] array, int min, int max, bool ... method EnsureSize (line 941) | public static int EnsureSize(ref T[] array, int min, int max, bool ... method GetCardinality (line 949) | public static int GetCardinality(BitArray bitArray) method MarshalInvokeCheckAndCreate (line 961) | private static MethodInfo MarshalInvokeCheckAndCreate(Type genAr... method MarshalInvoke (line 991) | public static TResult MarshalInvoke(FuncInstanceMeth... method MarshalInvoke (line 1001) | public static TResult MarshalInvoke(FuncStaticMethodInfo1(FuncInsta... method MarshalInvoke (line 1020) | public static TResult MarshalInvoke(FuncStaticMethodIn... method MarshalInvoke (line 1029) | public static TResult MarshalInvoke(FuncInsta... method MarshalInvoke (line 1039) | public static TResult MarshalInvoke(FuncStaticMethodIn... method MarshalInvoke (line 1048) | public static TResult MarshalInvoke(Fu... method MarshalInvoke (line 1058) | public static TResult MarshalInvoke(FuncStaticM... method MarshalInvoke (line 1067) | public static TResult MarshalInvoke(Fu... method MarshalInvoke (line 1077) | public static TResult MarshalInvoke(FuncStaticM... method MarshalInvoke (line 1086) | public static TResult MarshalInvoke(Fu... method MarshalInvoke (line 1096) | public static TResult MarshalInvoke(FuncStaticM... method MarshalInvoke (line 1105) | public static TRet MarshalInvoke(Func(Fun... method MarshalInvoke (line 1125) | public static TRet MarshalInvoke(Action act, Type ... method MarshalActionInvoke (line 1222) | public static void MarshalActionInvoke(Action(Action(Act... method GetDescription (line 1246) | public static string GetDescription(this Enum value) method Count (line 1267) | public static int Count(this ReadOnlySpan source, Fu... method All (line 1280) | public static bool All(this ReadOnlySpan source, Fun... FILE: src/Microsoft.ML.Core/Utilities/VBufferUtils.cs class VBufferUtils (line 18) | [BestFriend] method HasNaNs (line 23) | public static bool HasNaNs(in VBuffer buffer) method HasNaNs (line 34) | public static bool HasNaNs(in VBuffer buffer) method HasNonFinite (line 45) | public static bool HasNonFinite(in VBuffer buffer) method HasNonFinite (line 56) | public static bool HasNonFinite(in VBuffer buffer) method CreateEmpty (line 67) | public static VBuffer CreateEmpty(int length) method CreateDense (line 73) | public static VBuffer CreateDense(int length) method ForEachDefined (line 83) | public static void ForEachDefined(in VBuffer a, Action v... method ForEachBothDefined (line 113) | public static void ForEachBothDefined(in VBuffer a, in VBuffer(in VBuffer a, in VBuffer... method Clear (line 243) | public static void Clear(ref VBuffer dst) method Apply (line 270) | public static void Apply(ref VBuffer dst, SlotValueManipulator(ref VBuffer dst, int slot, SlotValueM... method Densify (line 354) | public static void Densify(ref VBuffer dst) method DensifyFirst (line 399) | public static void DensifyFirst(ref VBuffer dst, int denseCount) method CreateMaybeSparseCopy (line 448) | public static void CreateMaybeSparseCopy(in VBuffer src, ref VBu... method ApplyWith (line 524) | public static void ApplyWith(in VBuffer src, ref VBu... method ApplyWithCopy (line 544) | public static void ApplyWithCopy(in VBuffer src, ref... method ApplyWithEitherDefined (line 560) | public static void ApplyWithEitherDefined(in VBuffer... method ApplyWithEitherDefinedCopy (line 578) | public static void ApplyWithEitherDefinedCopy(in VBuffer(in VBuffer src, re... method ApplyWithCoreCopy (line 876) | private static void ApplyWithCoreCopy(in VBuffer src... method ApplyIntoEitherDefined (line 1125) | public static void ApplyIntoEitherDefined(in VBuffer... method ApplyInto (line 1167) | public static void ApplyInto(in VBuffer a, ... method Copy (line 1351) | public static void Copy(List src, ref VBuffer dst, int length) method Resize (line 1370) | public static void Resize(ref VBuffer dst, int newLogicalLength,... FILE: src/Microsoft.ML.CpuMath/AlignedArray.cs class AlignedArray (line 18) | [BestFriend] method AlignedArray (line 37) | public AlignedArray(int size, int cbAlign) method GetBase (line 52) | public unsafe int GetBase(long addr) method MoveData (line 79) | private void MoveData(int newBase) method CopyTo (line 111) | public void CopyTo(Span dst, int index, int count) method CopyTo (line 118) | public void CopyTo(int start, Span dst, int index, int count) method CopyFrom (line 126) | public void CopyFrom(ReadOnlySpan src) method CopyFrom (line 132) | public void CopyFrom(int start, ReadOnlySpan src) method CopyFrom (line 142) | public void CopyFrom(ReadOnlySpan rgposSrc, ReadOnlySpan v... method CopyFrom (line 161) | public void CopyFrom(AlignedArray src) method ZeroItems (line 169) | public void ZeroItems() method ZeroItems (line 174) | public void ZeroItems(int[] rgposSrc, int posMin, int iposMin, int ipo... method GetRawBuffer (line 199) | public void GetRawBuffer(out float[] items, out int offset) FILE: src/Microsoft.ML.CpuMath/AlignedMatrix.cs class CpuAlignedVector (line 20) | [BestFriend] method RoundUp (line 37) | private static int RoundUp(int cflt, int cfltAlign) method CpuAlignedVector (line 52) | public CpuAlignedVector(int size, int cbAlign) method Dispose (line 66) | public void Dispose() method AssertValid (line 70) | [Conditional("DEBUG")] method GetValue (line 119) | public float GetValue(int i) method Randomize (line 129) | public void Randomize(Func rand) method Zero (line 139) | public void Zero() method CopyTo (line 149) | public void CopyTo(float[] dst, ref int ivDst) method CopyTo (line 165) | public void CopyTo(int ivSrc, float[] dst, int ivDst, int count) method CopyFrom (line 179) | public void CopyFrom(float[] src, ref int index) method CopyFrom (line 195) | public void CopyFrom(int ivDst, float[] src, int ivSrc, int count) method CopyFrom (line 208) | public void CopyFrom(CpuAlignedVector src) method GetEnumerator (line 218) | public IEnumerator GetEnumerator() method GetEnumerator (line 224) | IEnumerator IEnumerable.GetEnumerator() class CpuAlignedMatrixBase (line 234) | [BestFriend] method RoundUp (line 288) | protected static int RoundUp(int cflt, int cfltAlign) method CpuAlignedMatrixBase (line 302) | protected CpuAlignedMatrixBase(int runLen, int runCnt, int cbAlign) method AssertValid (line 324) | [Conditional("DEBUG")] method Dispose (line 348) | public void Dispose() method Randomize (line 356) | public void Randomize(Func rand) method Zero (line 371) | public void Zero() method CopyFrom (line 380) | public void CopyFrom(CpuAlignedMatrixBase src) class CpuAlignedMatrixRowBase (line 397) | [BestFriend] method CpuAlignedMatrixRowBase (line 400) | protected CpuAlignedMatrixRowBase(int crow, int ccol, int cbAlign) method CopyTo (line 430) | public void CopyTo(float[] dst, ref int ivDst) method CopyFrom (line 459) | public void CopyFrom(float[] src, ref int ivSrc) method GetEnumerator (line 482) | public IEnumerator GetEnumerator() method GetEnumerator (line 492) | IEnumerator IEnumerable.GetEnumerator() class CpuAlignedMatrixRow (line 502) | [BestFriend] method CpuAlignedMatrixRow (line 505) | public CpuAlignedMatrixRow(int crow, int ccol, int cbAlign) method CopyTo (line 536) | public void CopyTo(int row, float[] dst, ref int ivDst) method ZeroItems (line 550) | public void ZeroItems(int[] indices) class CpuAlignedMatrixCol (line 564) | [BestFriend] method CpuAlignedMatrixCol (line 570) | public CpuAlignedMatrixCol(int crow, int ccol, int cbAlign) method CopyTo (line 600) | public void CopyTo(float[] dst, ref int ivDst) method CopyTo (line 618) | public void CopyTo(int row, float[] dst, ref int ivDst) method CopyFrom (line 633) | public void CopyFrom(float[] src, ref int ivSrc) method ZeroItems (line 648) | public void ZeroItems(int[] indices) method GetEnumerator (line 665) | public IEnumerator GetEnumerator() method GetEnumerator (line 674) | IEnumerator IEnumerable.GetEnumerator() FILE: src/Microsoft.ML.CpuMath/AvxIntrinsics.cs class AvxIntrinsics (line 24) | internal static class AvxIntrinsics method HasCompatibleAlignment (line 54) | [MethodImplAttribute(MethodImplOptions.AggressiveInlining)] method GetAlignedBase (line 62) | [MethodImplAttribute(MethodImplOptions.AggressiveInlining)] method GetHigh (line 71) | [MethodImplAttribute(MethodImplOptions.AggressiveInlining)] method Load8 (line 75) | [MethodImplAttribute(MethodImplOptions.AggressiveInlining)] method Store8 (line 89) | [MethodImplAttribute(MethodImplOptions.AggressiveInlining)] method VectorSum256 (line 110) | [MethodImplAttribute(MethodImplOptions.AggressiveInlining)] method VectorMax256 (line 117) | [MethodImplAttribute(MethodImplOptions.AggressiveInlining)] method GetNewDst256 (line 136) | [MethodImplAttribute(MethodImplOptions.AggressiveInlining)] method MultiplyAdd (line 147) | [MethodImplAttribute(MethodImplOptions.AggressiveInlining)] method MultiplyAdd (line 161) | [MethodImplAttribute(MethodImplOptions.AggressiveInlining)] method MatMul (line 176) | public static unsafe void MatMul(AlignedArray mat, AlignedArray src, A... method MatMulP (line 245) | public static unsafe void MatMulP(AlignedArray mat, ReadOnlySpan ... method MatMulTran (line 299) | public static unsafe void MatMulTran(AlignedArray mat, AlignedArray sr... method AddScalarU (line 420) | public static unsafe void AddScalarU(float scalar, Span dst) method Scale (line 461) | public static unsafe void Scale(float scale, Span dst) method ScaleSrcU (line 568) | public static unsafe void ScaleSrcU(float scale, ReadOnlySpan s... method ScaleAddU (line 617) | public static unsafe void ScaleAddU(float a, float b, Span dst) method AddScaleU (line 663) | public static unsafe void AddScaleU(float scale, ReadOnlySpan s... method AddScaleCopyU (line 717) | public static unsafe void AddScaleCopyU(float scale, ReadOnlySpan ... method AddU (line 825) | public static unsafe void AddU(ReadOnlySpan src, Span ds... method AddSU (line 874) | public static unsafe void AddSU(ReadOnlySpan src, ReadOnlySpan<... method MulElementWiseU (line 922) | public static unsafe void MulElementWiseU(ReadOnlySpan src1, Re... method Sum (line 974) | public static unsafe float Sum(ReadOnlySpan src) method SumSqU (line 1062) | public static unsafe float SumSqU(ReadOnlySpan src) method SumSqDiffU (line 1106) | public static unsafe float SumSqDiffU(float mean, ReadOnlySpan ... method SumAbsU (line 1154) | public static unsafe float SumAbsU(ReadOnlySpan src) method SumAbsDiffU (line 1198) | public static unsafe float SumAbsDiffU(float mean, ReadOnlySpan... method MaxAbsU (line 1247) | public static unsafe float MaxAbsU(ReadOnlySpan src) method MaxAbsDiffU (line 1291) | public static unsafe float MaxAbsDiffU(float mean, ReadOnlySpan... method DotU (line 1340) | public static unsafe float DotU(ReadOnlySpan src, ReadOnlySpan<... method DotSU (line 1394) | public static unsafe float DotSU(ReadOnlySpan src, ReadOnlySpan... method Dist2 (line 1451) | public static unsafe float Dist2(ReadOnlySpan src, ReadOnlySpan... method SdcaL1UpdateU (line 1505) | public static unsafe void SdcaL1UpdateU(float primalUpdate, int count,... method SdcaL1UpdateSU (line 1565) | public static unsafe void SdcaL1UpdateSU(float primalUpdate, int count... FILE: src/Microsoft.ML.CpuMath/CpuAligenedMathUtils.cs class CpuAligenedMathUtils (line 9) | [BestFriend] method AssertCompatible (line 17) | public static void AssertCompatible(ICpuFullMatrix values) method AssertCompatible (line 30) | public static void AssertCompatible(ICpuVector values) method A (line 39) | private static TMatrix A(ICpuFullMatrix x) method A (line 45) | private static CpuAlignedVector A(ICpuVector x) method AssertCompatibleCore (line 51) | private static void AssertCompatibleCore(ICpuMatrix mat, ICpuVector sr... method AssertCompatible (line 69) | public static void AssertCompatible(ICpuFullMatrix mat, ICpuVector src... method MatTimesSrc (line 86) | public static void MatTimesSrc(ICpuFullMatrix mat, ICpuVector src, ICp... method MatTranTimesSrc (line 101) | public static void MatTranTimesSrc(ICpuFullMatrix mat, ICpuVector src,... class GeneralUtils (line 110) | internal static class GeneralUtils method CbitLowZero (line 117) | public static int CbitLowZero(uint u) FILE: src/Microsoft.ML.CpuMath/CpuMathUtils.cs class CpuMathUtils (line 12) | [BestFriend] method Add (line 20) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Scale (line 32) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Scale (line 47) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method AddScale (line 66) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method AddScaleCopy (line 86) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Add (line 106) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method MulElementWise (line 125) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Sum (line 144) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method SumSq (line 157) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method SumAbs (line 170) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method DotProductDense (line 185) | [MethodImpl(MethodImplOptions.AggressiveInlining)] FILE: src/Microsoft.ML.CpuMath/CpuMathUtils.netcoreapp.cs class CpuMathUtils (line 13) | internal static partial class CpuMathUtils method GetVectorAlignment (line 27) | [MethodImplAttribute(MethodImplOptions.AggressiveInlining)] method MatrixTimesSource (line 39) | public static void MatrixTimesSource(bool transpose, AlignedArray matr... method MatrixTimesSource (line 114) | public static void MatrixTimesSource(AlignedArray matrix, ReadOnlySpan... method ScaleAdd (line 166) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method AddScale (line 196) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Add (line 232) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method SumSq (line 267) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method SumAbs (line 297) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method MaxAbs (line 326) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method MaxAbsDiff (line 360) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method DotProductSparse (line 396) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method L2DistSquared (line 434) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method ZeroMatrixItems (line 454) | public static void ZeroMatrixItems(AlignedArray destination, int ccol,... method ZeroItemsU (line 469) | private static unsafe void ZeroItemsU(AlignedArray destination, int c,... method ZeroMatrixItemsCore (line 484) | private static unsafe void ZeroMatrixItemsCore(AlignedArray destinatio... method SdcaL1UpdateDense (line 528) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method SdcaL1UpdateSparse (line 568) | [MethodImpl(MethodImplOptions.AggressiveInlining)] FILE: src/Microsoft.ML.CpuMath/CpuMathUtils.netstandard.cs class CpuMathUtils (line 13) | internal static partial class CpuMathUtils method GetVectorAlignment (line 18) | [MethodImplAttribute(MethodImplOptions.AggressiveInlining)] method Compat (line 30) | private static bool Compat(AlignedArray a) method Ptr (line 37) | private static unsafe float* Ptr(AlignedArray a, float* p) method MatrixTimesSource (line 58) | public static void MatrixTimesSource(bool tran, AlignedArray mat, Alig... method MatrixTimesSource (line 85) | public static void MatrixTimesSource(AlignedArray mat, ReadOnlySpan dst) method AddScale (line 125) | public static void AddScale(float a, ReadOnlySpan src, ReadOnly... method Add (line 143) | public static void Add(ReadOnlySpan src, ReadOnlySpan indi... method SumSq (line 161) | public static float SumSq(float mean, ReadOnlySpan src) method SumAbs (line 172) | public static float SumAbs(float mean, ReadOnlySpan src) method MaxAbs (line 183) | public static float MaxAbs(ReadOnlySpan src) method MaxAbsDiff (line 194) | public static float MaxAbsDiff(float mean, ReadOnlySpan src) method DotProductSparse (line 205) | public static float DotProductSparse(ReadOnlySpan a, ReadOnlySp... method L2DistSquared (line 223) | public static float L2DistSquared(ReadOnlySpan a, ReadOnlySpan<... method ZeroMatrixItems (line 234) | public static void ZeroMatrixItems(AlignedArray dst, int ccol, int cfl... method SdcaL1UpdateDense (line 251) | public static void SdcaL1UpdateDense(float primalUpdate, int count, Re... method SdcaL1UpdateSparse (line 270) | public static void SdcaL1UpdateSparse(float primalUpdate, int count, R... FILE: src/Microsoft.ML.CpuMath/EigenUtils.cs class EigenUtils (line 10) | [BestFriend] method EigenDecomposition (line 16) | public static void EigenDecomposition(float[] a, out float[] eigenvalu... method Hypot (line 41) | private static float Hypot(float x, float y) method CopySign (line 61) | private static float CopySign(float x, float y) method Tred (line 67) | private static void Tred(float[] a, float[] d, float[] e, float[] z, i... method Imtql (line 267) | private static int Imtql(float[] d, float[] e, float[] z, int n) FILE: src/Microsoft.ML.CpuMath/FactorizationMachine/AvxIntrinsics.cs class AvxIntrinsics (line 13) | internal static class AvxIntrinsics method MultiplyAdd (line 17) | [MethodImplAttribute(MethodImplOptions.AggressiveInlining)] method MultiplyAddNegated (line 31) | [MethodImplAttribute(MethodImplOptions.AggressiveInlining)] method CalculateIntermediateVariables (line 49) | public static unsafe void CalculateIntermediateVariables(int* fieldInd... method CalculateGradientAndUpdate (line 149) | public static unsafe void CalculateGradientAndUpdate(int* fieldIndices... FILE: src/Microsoft.ML.CpuMath/FactorizationMachine/FactorizationMachineInterface.cs class FieldAwareFactorizationMachineInterface (line 11) | internal static unsafe partial class FieldAwareFactorizationMachineInter... method Compat (line 16) | private static bool Compat(AlignedArray a) method Ptr (line 23) | private static unsafe float* Ptr(AlignedArray a, float* p) method CalculateIntermediateVariablesNative (line 31) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method CalculateGradientAndUpdateNative (line 35) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] FILE: src/Microsoft.ML.CpuMath/FactorizationMachine/FactorizationMachineInterface.netcoreapp.cs class FieldAwareFactorizationMachineInterface (line 10) | [BestFriend] method CalculateIntermediateVariables (line 13) | public static void CalculateIntermediateVariables(int fieldCount, int ... method CalculateGradientAndUpdate (line 41) | public static void CalculateGradientAndUpdate(float lambdaLinear, floa... FILE: src/Microsoft.ML.CpuMath/FactorizationMachine/FactorizationMachineInterface.netstandard.cs class FieldAwareFactorizationMachineInterface (line 9) | [BestFriend] method CalculateIntermediateVariables (line 12) | public static void CalculateIntermediateVariables(int fieldCount, int ... method CalculateGradientAndUpdate (line 35) | public static void CalculateGradientAndUpdate(float lambdaLinear, floa... FILE: src/Microsoft.ML.CpuMath/ICpuBuffer.cs type ICpuBuffer (line 11) | [BestFriend] method Randomize (line 20) | void Randomize(Func rand); method Zero (line 25) | void Zero(); method CopyTo (line 30) | void CopyTo(T[] dst, ref int ivDst); method CopyFrom (line 35) | void CopyFrom(T[] src, ref int ivSrc); type ICpuVector (line 41) | [BestFriend] method GetValue (line 52) | float GetValue(int i); type ICpuMatrix (line 55) | [BestFriend] type ICpuFullMatrix (line 72) | [BestFriend] method CopyTo (line 78) | void CopyTo(int row, float[] dst, ref int ivDst); method ZeroItems (line 85) | void ZeroItems(int[] indices); FILE: src/Microsoft.ML.CpuMath/IntUtils.cs class IntUtils (line 12) | [BestFriend] method Add (line 18) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Add (line 28) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Sub (line 40) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Sub (line 51) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method LessThan (line 63) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Mul64 (line 72) | [DllImport(Thunk.NativePath), SuppressUnmanagedCodeSecurity] method CbitHighZero (line 78) | private static int CbitHighZero(ulong u) FILE: src/Microsoft.ML.CpuMath/ProbabilityFunctions.cs class ProbabilityFunctions (line 13) | [BestFriend] method Erfc (line 21) | public static double Erfc(double x) method Erf (line 42) | public static double Erf(double x) method Erfinv (line 63) | public static double Erfinv(double x) method Probit (line 120) | public static double Probit(double p) FILE: src/Microsoft.ML.CpuMath/SseIntrinsics.cs class SseIntrinsics (line 28) | internal static class SseIntrinsics method HasCompatibleAlignment (line 49) | [MethodImplAttribute(MethodImplOptions.AggressiveInlining)] method GetAlignedBase (line 57) | [MethodImplAttribute(MethodImplOptions.AggressiveInlining)] method Load1 (line 70) | [MethodImplAttribute(MethodImplOptions.AggressiveInlining)] method Load4 (line 74) | [MethodImplAttribute(MethodImplOptions.AggressiveInlining)] method Rotate (line 79) | [MethodImplAttribute(MethodImplOptions.AggressiveInlining)] method Store4 (line 83) | [MethodImplAttribute(MethodImplOptions.AggressiveInlining)] method VectorSum128 (line 95) | [MethodImplAttribute(MethodImplOptions.AggressiveInlining)] method VectorMax128 (line 111) | [MethodImplAttribute(MethodImplOptions.AggressiveInlining)] method GetNewDst128 (line 129) | [MethodImplAttribute(MethodImplOptions.AggressiveInlining)] method MatMul (line 141) | public static unsafe void MatMul(AlignedArray mat, AlignedArray src, A... method MatMulP (line 202) | public static unsafe void MatMulP(AlignedArray mat, ReadOnlySpan ... method MatMulTran (line 256) | public static unsafe void MatMulTran(AlignedArray mat, AlignedArray sr... method AddScalarU (line 355) | public static unsafe void AddScalarU(float scalar, Span dst) method Scale (line 385) | public static unsafe void Scale(float scale, Span dst) method ScaleSrcU (line 487) | public static unsafe void ScaleSrcU(float scale, ReadOnlySpan s... method ScaleAddU (line 524) | public static unsafe void ScaleAddU(float a, float b, Span dst) method AddScaleU (line 557) | public static unsafe void AddScaleU(float scale, ReadOnlySpan s... method AddScaleCopyU (line 598) | public static unsafe void AddScaleCopyU(float scale, ReadOnlySpan ... method AddU (line 681) | public static unsafe void AddU(ReadOnlySpan src, Span ds... method AddSU (line 718) | public static unsafe void AddSU(ReadOnlySpan src, ReadOnlySpan<... method MulElementWiseU (line 754) | public static unsafe void MulElementWiseU(ReadOnlySpan src1, Re... method Sum (line 794) | public static unsafe float Sum(ReadOnlySpan src) method SumSqU (line 879) | public static unsafe float SumSqU(ReadOnlySpan src) method SumSqDiffU (line 910) | public static unsafe float SumSqDiffU(float mean, ReadOnlySpan ... method SumAbsU (line 944) | public static unsafe float SumAbsU(ReadOnlySpan src) method SumAbsDiffU (line 975) | public static unsafe float SumAbsDiffU(float mean, ReadOnlySpan... method MaxAbsU (line 1009) | public static unsafe float MaxAbsU(ReadOnlySpan src) method MaxAbsDiffU (line 1040) | public static unsafe float MaxAbsDiffU(float mean, ReadOnlySpan... method DotU (line 1074) | public static unsafe float DotU(ReadOnlySpan src, ReadOnlySpan<... method DotSU (line 1115) | public static unsafe float DotSU(ReadOnlySpan src, ReadOnlySpan... method Dist2 (line 1159) | public static unsafe float Dist2(ReadOnlySpan src, ReadOnlySpan... method SdcaL1UpdateU (line 1199) | public static unsafe void SdcaL1UpdateU(float primalUpdate, int count,... method SdcaL1UpdateSU (line 1244) | public static unsafe void SdcaL1UpdateSU(float primalUpdate, int count... FILE: src/Microsoft.ML.CpuMath/Thunk.cs class Thunk (line 11) | [BestFriend] method MatMul (line 16) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method MatMulP (line 19) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method MatMulTran (line 26) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method Scale (line 29) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method ScaleSrcU (line 32) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method ScaleAddU (line 35) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method AddScaleU (line 38) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method AddScaleSU (line 41) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method AddScaleCopyU (line 44) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method AddScalarU (line 47) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method AddU (line 50) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method AddSU (line 53) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method Sum (line 56) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method SumSqU (line 59) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method SumSqDiffU (line 62) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method SumAbsU (line 65) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method SumAbsDiffU (line 68) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method MulElementWiseU (line 71) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method MaxAbsU (line 74) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method MaxAbsDiffU (line 77) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method DotU (line 80) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method DotSU (line 83) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method Dist2 (line 86) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method ZeroItemsU (line 89) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method ZeroMatrixItemsCore (line 92) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method SdcaL1UpdateU (line 95) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method SdcaL1UpdateSU (line 98) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method MemCpy (line 104) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] FILE: src/Microsoft.ML.Data/Commands/CrossValidationCommand.cs class CrossValidationCommand (line 24) | [BestFriend] class Arguments (line 28) | public sealed class Arguments : DataCommand.ArgumentsBase method CrossValidationCommand (line 106) | public CrossValidationCommand(IHostEnvironment env, Arguments args) method CrossValidationCommand (line 116) | private CrossValidationCommand(CrossValidationCommand impl) method Run (line 121) | public override void Run() method SendTelemetryCore (line 139) | protected override void SendTelemetryCore(IPipe pipe) method RunCore (line 145) | private void RunCore(IChannel ch, string cmd) method ApplyAllTransformsToData (line 255) | private RoleMappedData ApplyAllTransformsToData(IHostEnvironment env, ... method CreateRoleMappedData (line 265) | private RoleMappedData CreateRoleMappedData(IHostEnvironment env, ICha... method GetSplitColumn (line 285) | private string GetSplitColumn(IChannel ch, IDataView input, ref IDataV... method TryGetOverallMetrics (line 312) | private bool TryGetOverallMetrics(Dictionary[] metr... class FoldHelper (line 328) | private sealed class FoldHelper type FoldResult (line 330) | public readonly struct FoldResult method FoldResult (line 337) | public FoldResult(Dictionary metrics, DataViewS... method FoldHelper (line 384) | public FoldHelper( method GetHost (line 441) | private IHost GetHost() method GetCrossValidationTasks (line 455) | public Task[] GetCrossValidationTasks() method RunFold (line 475) | private FoldResult RunFold(int fold) method ConstructPerFoldName (line 575) | public static string ConstructPerFoldName(string outputModelFile, int ... FILE: src/Microsoft.ML.Data/Commands/DataCommand.cs class DataCommand (line 21) | [BestFriend] class ArgumentsBase (line 24) | public abstract class ArgumentsBase class ImplBase (line 62) | [BestFriend] method InitServer (line 70) | protected ServerChannel.IServer InitServer(IChannel ch) method ImplBase (line 77) | protected ImplBase(IHostEnvironment env, TOptions options, string name) method ImplBase (line 97) | protected ImplBase(ImplBase impl, string name) method Run (line 107) | public abstract void Run(); method SendTelemetry (line 109) | protected virtual void SendTelemetry(IChannelProvider prov) method SendTelemetryComponent (line 117) | protected void SendTelemetryComponent(IPipe pipe, ... method SendTelemetryCore (line 128) | protected virtual void SendTelemetryCore(IPipe pipe) method SendTelemetryMetricCore (line 139) | protected void SendTelemetryMetricCore(IChannelProvider prov, Dictio... method SendTelemetryMetric (line 153) | protected void SendTelemetryMetric(Dictionary[] m... method LoadLoader (line 204) | protected ILegacyDataLoader LoadLoader(RepositoryReader rep, string ... method SaveLoader (line 209) | protected void SaveLoader(ILegacyDataLoader loader, string path) method CreateAndSaveLoader (line 215) | protected ILegacyDataLoader CreateAndSaveLoader(Func Evaluate(RoleMappedData data); method GetPerInstanceMetrics (line 106) | IDataTransform GetPerInstanceMetrics(RoleMappedData data); method GetOverallMetricColumns (line 111) | IEnumerable GetOverallMetricColumns(); class EvaluateTransform (line 122) | internal static class EvaluateTransform class Arguments (line 124) | public sealed class Arguments method Create (line 146) | private static IDataTransform Create(IHostEnvironment env, Arguments a... class EvaluateCommand (line 172) | internal sealed class EvaluateCommand : DataCommand.ImplBase GetViewChainReversed(IDataView d... method PrintSchema (line 117) | private static void PrintSchema(TextWriter writer, Arguments args, Dat... method ShowMetadata (line 183) | private static void ShowMetadata(IndentedTextWriter itw, DataViewSchem... method ShowMetadataValue (line 207) | private static void ShowMetadataValue(IndentedTextWriter itw, DataView... method ShowMetadataValue (line 227) | private static void ShowMetadataValue(IndentedTextWriter itw, DataV... method ShowMetadataValueVec (line 247) | private static void ShowMetadataValueVec(IndentedTextWriter itw, DataV... method ShowMetadataValueVec (line 266) | private static void ShowMetadataValueVec(IndentedTextWriter itw, Da... FILE: src/Microsoft.ML.Data/Commands/TestCommand.cs class TestCommand (line 22) | [BestFriend] class Arguments (line 25) | public sealed class Arguments : DataCommand.ArgumentsBase method TestCommand (line 63) | public TestCommand(IHostEnvironment env, Arguments args) method Run (line 71) | public override void Run() method RunCore (line 88) | private void RunCore(IChannel ch) FILE: src/Microsoft.ML.Data/Commands/TrainCommand.cs type NormalizeOption (line 27) | [BestFriend] class TrainCommand (line 36) | [BestFriend] class Arguments (line 39) | public sealed class Arguments : DataCommand.ArgumentsBase method TrainCommand (line 97) | public TrainCommand(IHostEnvironment env, Arguments args) method Run (line 111) | public override void Run() method SendTelemetryCore (line 130) | protected override void SendTelemetryCore(IPipe pipe) method RunCore (line 136) | private void RunCore(IChannel ch, string cmd) class TrainUtils (line 208) | [BestFriend] method CheckTrainer (line 211) | public static void CheckTrainer(IExceptionContext ectx, IComponentFact... method MatchNameOrDefaultOrNull (line 226) | public static string MatchNameOrDefaultOrNull(IExceptionContext ectx, ... method Train (line 246) | public static IPredictor Train(IHostEnvironment env, IChannel ch, Role... method Train (line 252) | public static IPredictor Train(IHostEnvironment env, IChannel ch, Role... method TrainCore (line 258) | private static IPredictor TrainCore(IHostEnvironment env, IChannel ch,... method TryLoadPredictor (line 285) | public static bool TryLoadPredictor(IChannel ch, IHostEnvironment env,... method SaveModel (line 317) | public static void SaveModel(IHostEnvironment env, IChannel ch, IFileH... method SaveModel (line 342) | public static void SaveModel(IHostEnvironment env, IChannel ch, Stream... method SaveDataPipe (line 388) | public static void SaveDataPipe(IHostEnvironment env, RepositoryWriter... method BacktrackPipe (line 421) | private static List BacktrackPipe(IDataView dataPipe, ... method AddNormalizerIfNeeded (line 442) | public static bool AddNormalizerIfNeeded(IHostEnvironment env, IChanne... method AddCacheIfWanted (line 491) | private static bool AddCacheIfWanted(IHostEnvironment env, IChannel ch... method CheckAndGenerateCustomColumns (line 513) | public static IEnumerable> CheckAndGe... FILE: src/Microsoft.ML.Data/Commands/TrainTestCommand.cs class TrainTestCommand (line 20) | [BestFriend] class Arguments (line 23) | public sealed class Arguments : DataCommand.ArgumentsBase method TrainTestCommand (line 85) | public TrainTestCommand(IHostEnvironment env, Arguments args) method Run (line 95) | public override void Run() method SendTelemetryCore (line 113) | protected override void SendTelemetryCore(IPipe pipe) method RunCore (line 119) | private void RunCore(IChannel ch, string cmd) FILE: src/Microsoft.ML.Data/Commands/TypeInfoCommand.cs class TypeInfoCommand (line 20) | internal sealed class TypeInfoCommand : ICommand class Arguments (line 29) | public sealed class Arguments method TypeInfoCommand (line 35) | public TypeInfoCommand(IHostEnvironment env, Arguments args) type TypeNaInfo (line 42) | private readonly struct TypeNaInfo method TypeNaInfo (line 47) | public TypeNaInfo(bool hasNa, bool defaultIsNa) class SetOfKindsComparer (line 54) | private sealed class SetOfKindsComparer : IEqualityComparer x, ISet y) method GetHashCode (line 65) | public int GetHashCode(ISet obj) method Run (line 78) | public void Run() method KindReport (line 140) | private TypeNaInfo KindReport(IChannel ch, PrimitiveDataViewType type) FILE: src/Microsoft.ML.Data/Data/BufferBuilder.cs class BufferBuilder (line 18) | [BestFriend] method BufferBuilder (line 57) | public BufferBuilder(Combiner comb) method AssertValid (line 69) | [Conditional("DEBUG")] method CreateDefault (line 92) | public static BufferBuilder CreateDefault() method ResetImpl (line 107) | private void ResetImpl(int length, bool dense) method SetActiveRangeImpl (line 142) | private void SetActiveRangeImpl(int ifeat, int cfeat) method AddFeature (line 155) | public void AddFeature(int index, T value) method SortAndSumDups (line 259) | private void SortAndSumDups() method MakeDense (line 316) | private void MakeDense() method TryGetFeature (line 347) | public bool TryGetFeature(int index, out T v) method Reset (line 387) | public void Reset(int length, bool dense) method AddFeatures (line 393) | public void AddFeatures(int index, in VBuffer buffer) method GetResult (line 435) | public void GetResult(ref VBuffer buffer) FILE: src/Microsoft.ML.Data/Data/Combiner.cs class Combiner (line 13) | internal abstract class Combiner method IsDefault (line 15) | public abstract bool IsDefault(T value); method Combine (line 16) | public abstract void Combine(ref T dst, T src); class TextCombiner (line 19) | [BestFriend] method TextCombiner (line 33) | private TextCombiner() method IsDefault (line 37) | public override bool IsDefault(ReadOnlyMemory value) { return va... method Combine (line 38) | public override void Combine(ref ReadOnlyMemory dst, ReadOnlyMem... class FloatAdder (line 45) | [BestFriend] method FloatAdder (line 59) | private FloatAdder() method IsDefault (line 63) | public override bool IsDefault(float value) { return value == 0; } method Combine (line 64) | public override void Combine(ref float dst, float src) { dst += src; } class R4Adder (line 67) | [BestFriend] method R4Adder (line 81) | private R4Adder() method IsDefault (line 85) | public override bool IsDefault(Single value) { return value == 0; } method Combine (line 86) | public override void Combine(ref Single dst, Single src) { dst += src; } class R8Adder (line 89) | [BestFriend] method R8Adder (line 103) | private R8Adder() method IsDefault (line 107) | public override bool IsDefault(Double value) { return value == 0; } method Combine (line 108) | public override void Combine(ref Double dst, Double src) { dst += src; } class U4Adder (line 112) | [BestFriend] method U4Adder (line 126) | private U4Adder() method IsDefault (line 130) | public override bool IsDefault(uint value) { return value == 0; } method Combine (line 131) | public override void Combine(ref uint dst, uint src) { dst += src; } FILE: src/Microsoft.ML.Data/Data/Conversion.cs class Conversions (line 48) | [BestFriend] method CreateInstanceWithDoubleParserOptions (line 71) | public static Conversions CreateInstanceWithDoubleParserOptions(Double... method Conversions (line 103) | private Conversions(DoubleParser.OptionFlags doubleParserOptionFlags =... method AddStd (line 319) | private void AddStd(ValueMapper fn) method AddAux (line 327) | private void AddAux(ValueMapper fn) method AddIsNA (line 333) | private void AddIsNA(InPredicate fn) method AddGetNA (line 338) | private void AddGetNA(ValueGetter fn) method AddHasNA (line 343) | private void AddHasNA(InPredicate> fn) method AddIsDef (line 348) | private void AddIsDef(InPredicate fn) method AddHasZero (line 353) | private void AddHasZero(InPredicate> fn) method AddTryParse (line 358) | private void AddTryParse(TryParseMapper fn) method GetStandardConversion (line 367) | public ValueMapper GetStandardConversion(DataV... method TryGetStandardConversion (line 381) | public bool TryGetStandardConversion(DataViewType typeSrc,... method GetStandardConversion (line 403) | public Delegate GetStandardConversion(DataViewType typeSrc, DataViewTy... method TryGetStandardConversion (line 416) | public bool TryGetStandardConversion(DataViewType typeSrc, DataViewTyp... method GetStringConversion (line 470) | public ValueMapper GetStringConversion(DataViewType type) method GetStringConversion (line 478) | public ValueMapper GetStringConversion() method TryGetStringConversion (line 486) | public bool TryGetStringConversion(DataViewType type, out ValueM... method TryGetStringConversion (line 500) | private bool TryGetStringConversion(out ValueMapper conv) method GetKeyStringConversion (line 513) | public ValueMapper GetKeyStringConversion(KeyDataViewT... method GetTryParseConversion (line 538) | public TryParseMapper GetTryParseConversion(DataViewType typ... method GetKeyTryParse (line 552) | private TryParseMapper GetKeyTryParse(KeyDataViewType key) FILE: src/Microsoft.ML.Data/Data/DataViewTypeManager.cs class DataViewTypeManager (line 19) | public static class DataViewTypeManager method GetDataViewType (line 54) | internal static DataViewType GetDataViewType(Type type, IEnumerable typeAttri... method Knows (line 124) | internal static bool Knows(DataViewType dataViewType) method Register (line 144) | [Obsolete("This API is deprecated, please use the new form of Register... method Register (line 176) | public static void Register(DataViewType dataViewType, Type type, Data... class TypeWithAttributes (line 219) | private class TypeWithAttributes method TypeWithAttributes (line 233) | public TypeWithAttributes(Type type, DataViewTypeAttribute attribute) method Equals (line 239) | public override bool Equals(object obj) method GetHashCode (line 269) | public override int GetHashCode() FILE: src/Microsoft.ML.Data/Data/DataViewUtils.cs class DataViewUtils (line 19) | [BestFriend] method GetTempColumnName (line 27) | public static string GetTempColumnName(this DataViewSchema schema, str... method GetTempColumnNames (line 51) | public static string[] GetTempColumnNames(this DataViewSchema schema, ... method ComputeRowCount (line 81) | public static long ComputeRowCount(IDataView view) method GetThreadCount (line 98) | public static int GetThreadCount(int num = 0, bool preferOne = false) method TryCreateConsolidatingCursor (line 113) | public static bool TryCreateConsolidatingCursor(out DataViewRowCursor ... method CreateSplitCursors (line 149) | public static DataViewRowCursor[] CreateSplitCursors(IChannelProvider ... method AllCacheable (line 176) | public static bool AllCacheable(DataViewSchema schema, Func col... method IsCacheable (line 214) | public static bool IsCacheable(this DataViewType type) method SameSchemaAndActivity (line 222) | public static bool SameSchemaAndActivity(DataViewRowCursor[] cursors) method ConsolidateGeneric (line 256) | public static DataViewRowCursor ConsolidateGeneric(IChannelProvider pr... class Splitter (line 290) | private sealed class Splitter type ExtraIndex (line 306) | private enum ExtraIndex method Splitter (line 314) | private Splitter(DataViewSchema schema) method Consolidate (line 321) | public static DataViewRowCursor Consolidate(IChannelProvider provide... method ConsolidateCore (line 330) | private static DataViewRowCursor ConsolidateCore(IChannelProvider pr... method GetPool (line 483) | private static object GetPool(DataViewType type, object[] pools, int... method GetPoolCore (line 488) | private static MadeObjectPool GetPoolCore(object[] pools, in... method Split (line 496) | public static DataViewRowCursor[] Split(IChannelProvider provider, D... method SplitCore (line 508) | private DataViewRowCursor[] SplitCore(IChannelProvider ch, DataViewR... method CreateInPipe (line 640) | private InPipe CreateInPipe(DataViewRow input, int col) method CreateIdInPipe (line 650) | private InPipe CreateIdInPipe(DataViewRow input) method CreateInPipeCore (line 656) | private InPipe CreateInPipeCore(int poolIdx, ValueGetter getter) class InPipe (line 678) | private abstract class InPipe method InPipe (line 682) | private InPipe() method Fill (line 686) | public abstract void Fill(); method GetBatchColumnAndReset (line 688) | public abstract BatchColumn GetBatchColumnAndReset(); method Create (line 690) | public static InPipe Create(MadeObjectPool pool, ValueGett... method CreateOutPipe (line 699) | public abstract OutPipe CreateOutPipe(DataViewType type); class Impl (line 701) | private sealed class Impl : InPipe method Impl (line 708) | public Impl(MadeObjectPool pool, ValueGetter getter) method Fill (line 719) | public override void Fill() method GetBatchColumnAndReset (line 725) | public override BatchColumn GetBatchColumnAndReset() method CreateOutPipe (line 734) | public override OutPipe CreateOutPipe(DataViewType type) class BatchColumn (line 748) | private abstract class BatchColumn method BatchColumn (line 752) | private BatchColumn(int count) class Impl (line 758) | public sealed class Impl : BatchColumn method Impl (line 762) | public Impl(T[] values, int count) class Batch (line 782) | private sealed class Batch method Batch (line 796) | public Batch(MadeObjectPool pool, BatchColumn[] bat... method Batch (line 815) | public Batch(Exception ex) method SetAll (line 829) | public void SetAll(OutPipe[] pipes) class OutPipe (line 850) | private abstract class OutPipe method OutPipe (line 857) | private OutPipe() method Create (line 861) | public static OutPipe Create(DataViewType type, object pool) method CreateInPipe (line 882) | public abstract InPipe CreateInPipe(Delegate getter); method Set (line 890) | public abstract void Set(BatchColumn batchCol); method Unset (line 892) | public abstract void Unset(); method GetGetter (line 894) | public abstract Delegate GetGetter(); method MoveNext (line 900) | public void MoveNext() class Impl (line 906) | private abstract class Impl : OutPipe method Impl (line 911) | public Impl(object pool) method CreateInPipe (line 917) | public override InPipe CreateInPipe(Delegate getter) method Set (line 924) | public override void Set(BatchColumn batchCol) method Unset (line 942) | public override void Unset() method GetGetter (line 954) | public override Delegate GetGetter() method Getter (line 960) | protected abstract void Getter(ref T value); class ImplVec (line 963) | private sealed class ImplVec : Impl> method ImplVec (line 965) | public ImplVec(object pool) method Getter (line 970) | protected override void Getter(ref VBuffer value) class ImplOne (line 977) | private sealed class ImplOne : Impl method ImplOne (line 979) | public ImplOne(object pool) method Getter (line 984) | protected override void Getter(ref T value) class Cursor (line 997) | private sealed class Cursor : RootCursorBase method Cursor (line 1027) | public Cursor(IChannelProvider provider, DataViewSchema schema, in... method Dispose (line 1054) | protected override void Dispose(bool disposing) method GetIdGetter (line 1068) | public override ValueGetter GetIdGetter() => _idGet... method MoveNextCore (line 1070) | protected override bool MoveNextCore() method IsColumnActive (line 1110) | public override bool IsColumnActive(DataViewSchema.Column column) method GetGetter (line 1123) | public override ValueGetter GetGetter(DataViewSche... class SynchronousConsolidatingCursor (line 1143) | internal sealed class SynchronousConsolidatingCursor : RootCursorBase type CursorStats (line 1164) | private readonly struct CursorStats method CursorStats (line 1169) | public CursorStats(long batch, int idx) method SynchronousConsolidatingCursor (line 1182) | public SynchronousConsolidatingCursor(IChannelProvider provider, Dat... method InitHeap (line 1201) | private void InitHeap() method Dispose (line 1212) | protected override void Dispose(bool disposing) method GetIdGetter (line 1229) | public override ValueGetter GetIdGetter() method CreateGetter (line 1242) | private Delegate CreateGetter(int col) method CreateGetter (line 1247) | private Delegate CreateGetter(int col) method MoveNextCore (line 1269) | protected override bool MoveNextCore() method IsColumnActive (line 1301) | public override bool IsColumnActive(DataViewSchema.Column column) method GetGetter (line 1314) | public override ValueGetter GetGetter(DataViewSchema... method PopulateGetterArray (line 1328) | public static ValueGetter>[] PopulateGetterArray(... method GetSingleValueGetter (line 1356) | public static ValueGetter> GetSingleValueGetter> GetVectorFlatteningGette... FILE: src/Microsoft.ML.Data/Data/ILegacyDataLoader.cs type IMultiStreamSource (line 16) | public interface IMultiStreamSource method GetPathOrNull (line 26) | string GetPathOrNull(int index); method Open (line 31) | Stream Open(int index); method OpenTextReader (line 37) | TextReader OpenTextReader(int index); type ILegacyDataLoader (line 56) | [BestFriend] type IDataSaver (line 64) | [BestFriend] method IsColumnSavable (line 71) | bool IsColumnSavable(DataViewType type); method SaveData (line 79) | void SaveData(Stream stream, IDataView data, params int[] cols); type IDataTransform (line 98) | [BestFriend] type ITransformTemplate (line 108) | [BestFriend] method ApplyToData (line 113) | IDataTransform ApplyToData(IHostEnvironment env, IDataView newSource); FILE: src/Microsoft.ML.Data/Data/IRowSeekable.cs type IRowSeekable (line 14) | [BestFriend] method GetSeeker (line 17) | RowSeeker GetSeeker(Func predicate); class RowSeeker (line 27) | [BestFriend] method MoveTo (line 37) | public abstract bool MoveTo(long rowIndex); FILE: src/Microsoft.ML.Data/Data/ITransposeDataView.cs type ITransposeDataView (line 25) | [BestFriend] method GetSlotCursor (line 32) | SlotCursor GetSlotCursor(int col); method GetSlotType (line 41) | VectorDataViewType GetSlotType(int col); FILE: src/Microsoft.ML.Data/Data/RowCursorUtils.cs class RowCursorUtils (line 16) | [BestFriend] method GetGetterAsDelegate (line 33) | public static Delegate GetGetterAsDelegate(DataViewRow row, int col) method GetGetterAsDelegateCore (line 42) | private static Delegate GetGetterAsDelegateCore(DataViewRow ro... method GetGetterAs (line 53) | public static Delegate GetGetterAs(DataViewType typeDst, DataViewRow r... method GetGetterAs (line 73) | public static ValueGetter GetGetterAs(DataViewType typeDst... method GetGetterAsCore (line 90) | private static ValueGetter GetGetterAsCore(DataViewT... method GetGetterAsStringBuilder (line 121) | public static ValueGetter GetGetterAsStringBuilder(Data... method GetGetterAsStringBuilderCore (line 132) | private static ValueGetter GetGetterAsStringBuilderCore... method GetVecGetterAs (line 153) | public static Delegate GetVecGetterAs(PrimitiveDataViewType typeDst, D... method GetVecGetterAs (line 172) | public static ValueGetter> GetVecGetterAs(Primitiv... method GetVecGetterAs (line 192) | [BestFriend] class GetterFactory (line 208) | private abstract class GetterFactory method Create (line 210) | public static GetterFactory Create(DataViewRow row, int col) method Create (line 215) | public static GetterFactory Create(SlotCursor cursor) method GetGetter (line 220) | public abstract ValueGetter GetGetter(); class RowImpl (line 222) | private sealed class RowImpl : GetterFactory method RowImpl (line 227) | public RowImpl(DataViewRow row, int col) method GetGetter (line 233) | public override ValueGetter GetGetter() class SlotImpl (line 239) | private sealed class SlotImpl : GetterFactory method SlotImpl (line 243) | public SlotImpl(SlotCursor cursor) method GetGetter (line 248) | public override ValueGetter GetGetter() method GetVecGetterAsCore (line 255) | private static ValueGetter> GetVecGetterAsCore GetIsNewGroupDelegate(DataViewRow cursor, int... method GetIsNewGroupDelegateCore (line 313) | private static Func GetIsNewGroupDelegateCore(DataViewRow cur... method TestGetLabelGetter (line 336) | public static string TestGetLabelGetter(DataViewType type) method TestGetLabelGetter (line 341) | public static string TestGetLabelGetter(DataViewType type, bool allowK... method GetLabelGetter (line 352) | public static ValueGetter GetLabelGetter(DataViewRow cursor, i... method GetLabelGetterNotFloat (line 374) | private static ValueGetter GetLabelGetterNotFloat(DataViewRow ... method GetLabelGetter (line 413) | [BestFriend] method Fetch (line 453) | public static T Fetch(IExceptionContext ectx, DataViewRow row, stri... method RowAsDataView (line 473) | public static IDataView RowAsDataView(IHostEnvironment env, DataViewRo... method FromColumnsToPredicate (line 488) | [BestFriend] class OneRowDataView (line 507) | private sealed class OneRowDataView : IDataView method OneRowDataView (line 515) | public OneRowDataView(IHostEnvironment env, DataViewRow row) method GetRowCursor (line 525) | public DataViewRowCursor GetRowCursor(IEnumerable Position < 0; method GetGetter (line 570) | public override ValueGetter GetGetter(DataViewSche... method IsColumnActive (line 587) | public override bool IsColumnActive(DataViewSchema.Column column) method GetIdGetter (line 596) | public override ValueGetter GetIdGetter() FILE: src/Microsoft.ML.Data/Data/SchemaAnnotationsExtensions.cs class SchemaAnnotationsExtensions (line 12) | public static class SchemaAnnotationsExtensions method HasSlotNames (line 22) | public static bool HasSlotNames(this DataViewSchema.Column column) method GetSlotNames (line 34) | public static void GetSlotNames(this DataViewSchema.Column column, ref... method HasKeyValues (line 48) | public static bool HasKeyValues(this DataViewSchema.Column column, Pri... method GetKeyValues (line 73) | public static void GetKeyValues(this DataViewSchema.Column col... method IsNormalized (line 80) | public static bool IsNormalized(this DataViewSchema.Column column) FILE: src/Microsoft.ML.Data/Data/SchemaDefinition.cs class KeyTypeAttribute (line 20) | [AttributeUsage(AttributeTargets.Field | AttributeTargets.Property, Allo... method KeyTypeAttribute (line 29) | public KeyTypeAttribute() method KeyTypeAttribute (line 42) | public KeyTypeAttribute(ulong count) class VectorTypeAttribute (line 57) | [AttributeUsage(AttributeTargets.Field | AttributeTargets.Property, Allo... method VectorTypeAttribute (line 68) | public VectorTypeAttribute() method VectorTypeAttribute (line 76) | public VectorTypeAttribute(int size) method VectorTypeAttribute (line 89) | public VectorTypeAttribute(params int[] dimensions) class ColumnNameAttribute (line 103) | [AttributeUsage(AttributeTargets.Field | AttributeTargets.Property, Allo... method ColumnNameAttribute (line 115) | public ColumnNameAttribute(string name) class NoColumnAttribute (line 124) | [AttributeUsage(AttributeTargets.Field | AttributeTargets.Property, Allo... class CursorChannelAttribute (line 133) | [AttributeUsage(AttributeTargets.Field | AttributeTargets.Property, Allo... method TrySetCursorChannel (line 151) | public static bool TrySetCursorChannel(IExceptionContext ectx, T ob... class SchemaDefinition (line 205) | public sealed class SchemaDefinition : List class Column (line 210) | public sealed class Column method Column (line 238) | internal Column(string memberName, DataViewType columnType, method AddAnnotation (line 257) | public void AddAnnotation(string kind, T value, DataViewType anno... method AddAnnotation (line 267) | internal void AddAnnotation(string kind, AnnotationInfo info) method SchemaDefinition (line 289) | private SchemaDefinition() type Direction (line 323) | [Flags] method GetMemberInfos (line 331) | internal static MemberInfo[] GetMemberInfos(Type userType, Direction d... method NeedToCheckMemberInfo (line 348) | internal static bool NeedToCheckMemberInfo(MemberInfo memberInfo) method GetNameAndCustomAttributes (line 382) | internal static bool GetNameAndCustomAttributes(MemberInfo memberInfo,... method Create (line 418) | public static SchemaDefinition Create(Type userType, Direction directi... FILE: src/Microsoft.ML.Data/Data/SlotCursor.cs class SlotCursor (line 14) | [BestFriend] method SlotCursor (line 29) | [BestFriend] method MoveNext (line 46) | public abstract bool MoveNext(); method GetSlotType (line 53) | public abstract VectorDataViewType GetSlotType(); method GetGetter (line 59) | public abstract ValueGetter> GetGetter(); method Dispose (line 61) | public void Dispose() method Dispose (line 67) | protected virtual void Dispose(bool disposing) class SynchronizedSlotCursor (line 81) | [BestFriend] method SynchronizedSlotCursor (line 86) | public SynchronizedSlotCursor(IChannelProvider provider, SlotCursor ... method MoveNext (line 95) | public override bool MoveNext() class RootSlotCursor (line 105) | [BestFriend] method RootSlotCursor (line 110) | public RootSlotCursor(IChannelProvider provider) method Dispose (line 118) | protected sealed override void Dispose(bool disposing) method MoveNext (line 127) | public override bool MoveNext() method MoveNextCore (line 149) | protected abstract bool MoveNextCore(); FILE: src/Microsoft.ML.Data/DataDebuggerPreview.cs class DataDebuggerPreview (line 17) | public sealed class DataDebuggerPreview class Defaults (line 22) | internal static class Defaults method DataDebuggerPreview (line 31) | internal DataDebuggerPreview(IDataView data, int maxRows = Defaults.Ma... method ToString (line 65) | public override string ToString() method MakeSetter (line 68) | private Action> MakeSetter(DataViewRow row, i... class RowInfo (line 86) | public sealed class RowInfo method ToString (line 91) | public override string ToString() method RowInfo (line 94) | internal RowInfo(int n) class ColumnInfo (line 100) | public sealed class ColumnInfo method ToString (line 105) | public override string ToString() => $"{Column.Name}: {Column.Type}"; method ColumnInfo (line 107) | internal ColumnInfo(DataViewSchema.Column column, object[] values) FILE: src/Microsoft.ML.Data/DataLoadSave/Binary/BinaryLoader.cs class BinaryLoader (line 38) | [BestFriend] class Arguments (line 41) | public sealed class Arguments class TableOfContentsEntry (line 61) | private sealed class TableOfContentsEntry method TableOfContentsEntry (line 139) | public TableOfContentsEntry(BinaryLoader parent, int index, string n... method TableOfContentsEntry (line 175) | public TableOfContentsEntry(BinaryLoader parent, string name, DataVi... method AssertGeneratorValid (line 203) | private void AssertGeneratorValid() method GetValueMapper (line 217) | public ValueMapper GetValueMapper() method GetLookup (line 228) | public BlockLookup[] GetLookup() method GetMaxBlockSizes (line 289) | public void GetMaxBlockSizes(out int compressed, out int decompressed) method EnsureMetadataStructuresInitialized (line 299) | private void EnsureMetadataStructuresInitialized() method ReadTocMetadata (line 317) | private void ReadTocMetadata(IChannel ch, Stream stream) method GetMetadataTocArray (line 385) | public MetadataTableOfContentsEntry[] GetMetadataTocArray() method GetDeadMetadataTocArray (line 399) | public MetadataTableOfContentsEntry[] GetDeadMetadataTocArray() method GetMetadataTocEntryOrNull (line 410) | public MetadataTableOfContentsEntry GetMetadataTocEntryOrNull(string... method GetMetadataTocEndOffset (line 430) | public long GetMetadataTocEndOffset() class MetadataTableOfContentsEntry (line 442) | private abstract class MetadataTableOfContentsEntry method GetGetter (line 478) | public abstract Delegate GetGetter(); method MetadataTableOfContentsEntry (line 480) | protected MetadataTableOfContentsEntry(BinaryLoader parent, string k... method Create (line 496) | public static MetadataTableOfContentsEntry Create(BinaryLoader paren... method CreateDead (line 525) | public static MetadataTableOfContentsEntry CreateDead(BinaryLoader p... class ImplDead (line 537) | private sealed class ImplDead : MetadataTableOfContentsEntry method ImplDead (line 543) | public ImplDead(BinaryLoader parent, string kind, IValueCodec codec, method GetGetter (line 550) | public override Delegate GetGetter() => null; class ImplOne (line 553) | private sealed class ImplOne : MetadataTableOfContentsEntry method ImplOne (line 555) | public ImplOne(BinaryLoader parent, string kind, IValueCodec co... method GetGetter (line 561) | public override Delegate GetGetter() class ImplVec (line 569) | private sealed class ImplVec : MetadataTableOfContentsEntry : MetadataTable... method GetGetter (line 478) | public abstract Delegate GetGetter(); method MetadataTableOfContentsEntry (line 480) | protected MetadataTableOfContentsEntry(BinaryLoader parent, string k... method Create (line 496) | public static MetadataTableOfContentsEntry Create(BinaryLoader paren... method CreateDead (line 525) | public static MetadataTableOfContentsEntry CreateDead(BinaryLoader p... class ImplDead (line 537) | private sealed class ImplDead : MetadataTableOfContentsEntry method ImplDead (line 543) | public ImplDead(BinaryLoader parent, string kind, IValueCodec codec, method GetGetter (line 550) | public override Delegate GetGetter() => null; class ImplOne (line 553) | private sealed class ImplOne : MetadataTableOfContentsEntry method ImplOne (line 555) | public ImplOne(BinaryLoader parent, string kind, IValueCodec co... method GetGetter (line 561) | public override Delegate GetGetter() class ImplVec (line 569) | private sealed class ImplVec : MetadataTableOfContentsEntry RowCount; method GetVersionInfo (line 749) | private static VersionInfo GetVersionInfo() method BinaryLoader (line 763) | private BinaryLoader(Arguments args, IHost host, Stream stream, bool l... method BinaryLoader (line 803) | internal BinaryLoader(IHostEnvironment env, Arguments args, Stream str... method BinaryLoader (line 808) | public BinaryLoader(IHostEnvironment env, Arguments args, string filen... method BinaryLoader (line 813) | public BinaryLoader(IHostEnvironment env, Arguments args, IMultiStream... method BinaryLoader (line 823) | private BinaryLoader(IHost host, ModelLoadContext ctx, Stream stream) method Create (line 883) | private static BinaryLoader Create(IHostEnvironment env, ModelLoadCont... method Create (line 919) | private static BinaryLoader Create(IHostEnvironment env, ModelLoadCont... method OpenStream (line 926) | private static Stream OpenStream(IMultiStreamSource files) method OpenStream (line 933) | private static Stream OpenStream(string filename) method Save (line 940) | void ICanSaveModel.Save(ModelSaveContext ctx) method SaveParameters (line 958) | private static void SaveParameters(ModelSaveContext ctx, int threads, ... method SaveSchema (line 975) | private static void SaveSchema(IHostEnvironment env, ModelSaveContext ... method SaveInstance (line 1007) | public static void SaveInstance(IHostEnvironment env, ModelSaveContext... method InitHeader (line 1029) | private unsafe Header InitHeader() method InitToc (line 1092) | private void InitToc(IChannel ch, out TableOfContentsEntry[] aliveColu... method Dispose (line 1152) | public void Dispose() method CalculateShufflePoolRows (line 1161) | private void CalculateShufflePoolRows(IChannel ch, out int poolRows) method GetRowCursorCore (line 1189) | private DataViewRowCursor GetRowCursorCore(IEnumerable reader, MemoryStream stre... method ReadPipe (line 1769) | public ReadPipe(Cursor parent, int columnIndex, int bufferSize) method PrepAndSendCompressedBlock (line 1804) | public override void PrepAndSendCompressedBlock(long blockIndex, l... method SendSentinelBlock (line 1824) | public override void SendSentinelBlock(long blockSequence) method EnsureCapacity (line 1831) | private static void EnsureCapacity(MemoryStream stream, int value) method DecompressOne (line 1849) | public override bool DecompressOne() method MoveNext (line 1908) | public override bool MoveNext() method MoveNextCleanup (line 1933) | public override bool MoveNextCleanup() method Get (line 1951) | private void Get(ref T value) method GetGetter (line 1957) | public override Delegate GetGetter() class ReadPipeGenerated (line 1495) | private sealed class ReadPipeGenerated : ReadPipe class Block (line 1519) | private sealed class Block method Block (line 1536) | public Block(long blockSequence, long min, long lim) method Block (line 1551) | public Block(long blockSequence) method ReadPipeGenerated (line 1560) | public ReadPipeGenerated(Cursor parent, int columnIndex, int buffe... method PrepAndSendCompressedBlock (line 1583) | public override void PrepAndSendCompressedBlock(long blockIndex, l... method SendSentinelBlock (line 1590) | public override void SendSentinelBlock(long blockSequence) method DecompressOne (line 1597) | public override bool DecompressOne() method MoveNext (line 1630) | public override bool MoveNext() method MoveNextCleanup (line 1649) | public override bool MoveNextCleanup() method Get (line 1662) | private void Get(ref T value) method GetGetter (line 1669) | public override Delegate GetGetter() class ReadPipe (line 1676) | private sealed class ReadPipe : ReadPipe method Create (line 1449) | public static ReadPipe Create(Cursor parent, int columnIndex, int ... method ReadPipe (line 1460) | protected ReadPipe(Cursor parent, int columnIndex) method PrepAndSendCompressedBlock (line 1468) | public abstract void PrepAndSendCompressedBlock(long blockIndex, l... method SendSentinelBlock (line 1470) | public abstract void SendSentinelBlock(long blockSequence); method DecompressOne (line 1480) | public abstract bool DecompressOne(); method MoveNext (line 1482) | public abstract bool MoveNext(); method MoveNextCleanup (line 1490) | public abstract bool MoveNextCleanup(); method GetGetter (line 1492) | public abstract Delegate GetGetter(); class CompressedBlock (line 1700) | private sealed class CompressedBlock method CompressedBlock (line 1717) | public CompressedBlock(MemoryStream buffer, int decompressedLength, method CompressedBlock (line 1738) | public CompressedBlock(long blockSequence) class ReaderContainer (line 1747) | private sealed class ReaderContainer method ReaderContainer (line 1754) | public ReaderContainer(IValueReader reader, MemoryStream stre... method ReadPipe (line 1769) | public ReadPipe(Cursor parent, int columnIndex, int bufferSize) method PrepAndSendCompressedBlock (line 1804) | public override void PrepAndSendCompressedBlock(long blockIndex, l... method SendSentinelBlock (line 1824) | public override void SendSentinelBlock(long blockSequence) method EnsureCapacity (line 1831) | private static void EnsureCapacity(MemoryStream stream, int value) method DecompressOne (line 1849) | public override bool DecompressOne() method MoveNext (line 1908) | public override bool MoveNext() method MoveNextCleanup (line 1933) | public override bool MoveNextCleanup() method Get (line 1951) | private void Get(ref T value) method GetGetter (line 1957) | public override Delegate GetGetter() method IsColumnActive (line 1967) | public override bool IsColumnActive(DataViewSchema.Column column) method MoveNextCore (line 1973) | protected override bool MoveNextCore() method GetGetter (line 2035) | public override ValueGetter GetGetter(DataViewSchema... method GetNoRowGetter (line 2051) | private Delegate GetNoRowGetter(DataViewType type) method NoRowGetter (line 2054) | private Delegate NoRowGetter() method GetIdGetter (line 2060) | public override ValueGetter GetIdGetter() class InfoCommand (line 2099) | internal sealed class InfoCommand : ICommand class Arguments (line 2103) | public sealed class Arguments method InfoCommand (line 2115) | public InfoCommand(IHostEnvironment env, Arguments args) method VersionToString (line 2125) | private string VersionToString(ulong ver) method Run (line 2131) | public void Run() method RunCore (line 2145) | private void RunCore(IChannel ch, BinaryLoader loader) FILE: src/Microsoft.ML.Data/DataLoadSave/Binary/BinaryLoaderSaverCatalog.cs class BinaryLoaderSaverCatalog (line 16) | public static class BinaryLoaderSaverCatalog method LoadFromBinary (line 24) | public static IDataView LoadFromBinary(this DataOperationsCatalog cata... method LoadFromBinary (line 47) | public static IDataView LoadFromBinary(this DataOperationsCatalog cata... method SaveAsBinary (line 75) | public static void SaveAsBinary(this DataOperationsCatalog catalog, ID... FILE: src/Microsoft.ML.Data/DataLoadSave/Binary/BinarySaver.cs class BinarySaver (line 28) | [BestFriend] class Arguments (line 34) | public sealed class Arguments type ColumnCodec (line 70) | private readonly struct ColumnCodec method ColumnCodec (line 75) | public ColumnCodec(int sourceIndex, IValueCodec codec) class WritePipe (line 82) | private abstract class WritePipe method WritePipe (line 86) | protected WritePipe(BinarySaver parent) method Create (line 95) | public static WritePipe Create(BinarySaver parent, DataViewRowCursor... method BeginBlock (line 101) | public abstract void BeginBlock(); method FetchAndWrite (line 103) | public abstract void FetchAndWrite(); method EndBlock (line 105) | public abstract MemoryStream EndBlock(); method WritePipe (line 116) | public WritePipe(BinarySaver parent, DataViewRowCursor cursor, Colum... method BeginBlock (line 125) | public override void BeginBlock() method FetchAndWrite (line 132) | public override void FetchAndWrite() method EndBlock (line 139) | public override MemoryStream EndBlock() class WritePipe (line 108) | private sealed class WritePipe : WritePipe method WritePipe (line 86) | protected WritePipe(BinarySaver parent) method Create (line 95) | public static WritePipe Create(BinarySaver parent, DataViewRowCursor... method BeginBlock (line 101) | public abstract void BeginBlock(); method FetchAndWrite (line 103) | public abstract void FetchAndWrite(); method EndBlock (line 105) | public abstract MemoryStream EndBlock(); method WritePipe (line 116) | public WritePipe(BinarySaver parent, DataViewRowCursor cursor, Colum... method BeginBlock (line 125) | public override void BeginBlock() method FetchAndWrite (line 132) | public override void FetchAndWrite() method EndBlock (line 139) | public override MemoryStream EndBlock() type Block (line 156) | private readonly struct Block method Block (line 178) | public Block(MemoryStream data, int colindex, long blockIndex, int u... method BinarySaver (line 190) | public BinarySaver(IHostEnvironment env, Arguments args) method CompressionWorker (line 211) | private void CompressionWorker(BlockingCollection toCompress, B... method WriteMetadata (line 261) | private long WriteMetadata(BinaryWriter writer, DataViewSchema schema,... method WriteMetadataCore (line 350) | private IValueCodec WriteMetadataCore(Stream stream, DataViewSchema... method WriteWorker (line 396) | private void WriteWorker(Stream stream, BlockingCollection toWr... method FetchWorker (line 570) | private void FetchWorker(BlockingCollection toCompress, IDataVi... method IsColumnSavable (line 637) | public bool IsColumnSavable(DataViewType type) method SaveData (line 643) | public void SaveData(Stream stream, IDataView data, params int[] colIn... method GetActiveColumns (line 707) | private ColumnCodec[] GetActiveColumns(DataViewSchema schema, int[] co... method RowsPerBlockHeuristic (line 728) | private int RowsPerBlockHeuristic(IDataView data, ColumnCodec[] actives) method EstimatorCore (line 778) | private void EstimatorCore(DataViewRowCursor cursor, ColumnCodec col, method TryWriteTypeDescription (line 805) | public bool TryWriteTypeDescription(Stream stream, DataViewType type, ... method LoadTypeDescriptionOrNull (line 829) | public DataViewType LoadTypeDescriptionOrNull(Stream stream) method TryWriteTypeAndValue (line 847) | public bool TryWriteTypeAndValue(Stream stream, DataViewType type, ... method TryLoadTypeAndValue (line 882) | public bool TryLoadTypeAndValue(Stream stream, out DataViewType type, ... method LoadValue (line 902) | private object LoadValue(Stream stream, IValueCodec codec) FILE: src/Microsoft.ML.Data/DataLoadSave/Binary/BlockLookup.cs type BlockLookup (line 11) | internal readonly struct BlockLookup method BlockLookup (line 20) | public BlockLookup(long blockOffset, int blockLength, int decompressed... FILE: src/Microsoft.ML.Data/DataLoadSave/Binary/CodecFactory.cs class CodecFactory (line 14) | internal sealed partial class CodecFactory method CodecFactory (line 35) | public CodecFactory(IHostEnvironment env, MemoryStreamPool memPool = n... method OpenBinaryWriter (line 76) | private BinaryWriter OpenBinaryWriter(Stream stream) method OpenBinaryReader (line 81) | private BinaryReader OpenBinaryReader(Stream stream) method RegisterSimpleCodec (line 86) | private void RegisterSimpleCodec(SimpleCodec codec) method RegisterOtherCodec (line 94) | private void RegisterOtherCodec(string name, GetCodecFromStreamDelegat... method TryGetCodec (line 100) | public bool TryGetCodec(DataViewType type, out IValueCodec codec) method WriteCodec (line 116) | public int WriteCodec(Stream definitionStream, IValueCodec codec) method TryReadCodec (line 154) | public bool TryReadCodec(Stream definitionStream, out IValueCodec codec) FILE: src/Microsoft.ML.Data/DataLoadSave/Binary/Codecs.cs class CodecFactory (line 16) | internal sealed partial class CodecFactory class ValueWriterBase (line 21) | private abstract class ValueWriterBase : IValueWriter, IDisposable method ValueWriterBase (line 29) | public ValueWriterBase(CodecFactory factory, Stream stream) method Dispose (line 38) | public virtual void Dispose() method Write (line 48) | public abstract void Write(in T value); method Write (line 50) | public virtual void Write(ReadOnlySpan values) method Commit (line 57) | public abstract void Commit(); method GetCommitLengthEstimate (line 59) | public abstract long GetCommitLengthEstimate(); class ValueReaderBase (line 65) | private abstract class ValueReaderBase : IValueReader, IDisposable method ValueReaderBase (line 73) | public ValueReaderBase(CodecFactory factory, Stream stream) method Dispose (line 82) | public virtual void Dispose() method MoveNext (line 92) | public abstract void MoveNext(); method Get (line 94) | public abstract void Get(ref T value); method Read (line 96) | public virtual void Read(T[] values, int index, int count) class SimpleCodec (line 112) | private abstract class SimpleCodec : IValueCodec method SimpleCodec (line 121) | public SimpleCodec(CodecFactory factory, DataViewType type) method GetCodec (line 130) | public bool GetCodec(Stream definitionStream, out IValueCodec codec) method WriteParameterization (line 136) | public int WriteParameterization(Stream stream) method OpenWriter (line 142) | public abstract IValueWriter OpenWriter(Stream stream); method OpenReader (line 144) | public abstract IValueReader OpenReader(Stream stream, int items); class UnsafeTypeCodec (line 151) | private sealed class UnsafeTypeCodec : SimpleCodec where T : struct method UnsafeColumnType (line 160) | private static DataViewType UnsafeColumnType(Type type) method UnsafeTypeCodec (line 167) | public UnsafeTypeCodec(CodecFactory factory) method OpenWriter (line 173) | public override IValueWriter OpenWriter(Stream stream) method OpenReader (line 178) | public override IValueReader OpenReader(Stream stream, int items) class Writer (line 183) | private sealed class Writer : ValueWriterBase method Writer (line 189) | public Writer(UnsafeTypeCodec codec, Stream stream) method Write (line 196) | public override void Write(in T value) method Write (line 202) | public override void Write(ReadOnlySpan values) method Commit (line 222) | public override void Commit() method GetCommitLengthEstimate (line 227) | public override long GetCommitLengthEstimate() class Reader (line 233) | private sealed class Reader : ValueReaderBase method Reader (line 240) | public Reader(UnsafeTypeCodec codec, Stream stream, int items) method MoveNext (line 248) | public override void MoveNext() method Get (line 255) | public override void Get(ref T value) method Read (line 260) | public override void Read(T[] values, int index, int count) class TextCodec (line 284) | private sealed class TextCodec : SimpleCodec> method TextCodec (line 298) | public TextCodec(CodecFactory factory) method OpenWriter (line 303) | public override IValueWriter> OpenWriter(Stream... method OpenReader (line 308) | public override IValueReader> OpenReader(Stream... class Writer (line 313) | private sealed class Writer : ValueWriterBase> method Writer (line 318) | public Writer(TextCodec codec, Stream stream) method Write (line 325) | public override void Write(in ReadOnlyMemory value) method Commit (line 332) | public override void Commit() method GetCommitLengthEstimate (line 343) | public override long GetCommitLengthEstimate() class Reader (line 351) | private sealed class Reader : ValueReaderBase> method Reader (line 358) | public Reader(TextCodec codec, Stream stream, int items) method MoveNext (line 376) | public override void MoveNext() method Get (line 381) | public override void Get(ref ReadOnlyMemory value) class BoolCodec (line 403) | private sealed class BoolCodec : SimpleCodec method BoolCodec (line 408) | public BoolCodec(CodecFactory factory) method OpenWriter (line 418) | public override IValueWriter OpenWriter(Stream stream) class Writer (line 423) | private sealed class Writer : ValueWriterBase method Writer (line 430) | public Writer(BoolCodec codec, Stream stream) method Write (line 435) | public override void Write(in bool value) method GetCommitLengthEstimate (line 454) | public override long GetCommitLengthEstimate() method Commit (line 459) | public override void Commit() method OpenReader (line 470) | public override IValueReader OpenReader(Stream stream, int items) class Reader (line 475) | private sealed class Reader : ValueReaderBase method Reader (line 481) | public Reader(BoolCodec codec, Stream stream, int items) method MoveNext (line 488) | public override void MoveNext() method Get (line 498) | public override void Get(ref bool value) class OldBoolCodec (line 507) | private sealed class OldBoolCodec : SimpleCodec method OldBoolCodec (line 512) | public OldBoolCodec(CodecFactory factory) method OpenWriter (line 517) | public override IValueWriter OpenWriter(Stream stream) method OpenReader (line 523) | public override IValueReader OpenReader(Stream stream, int items) class Reader (line 528) | private sealed class Reader : ValueReaderBase method Reader (line 534) | public Reader(OldBoolCodec codec, Stream stream, int items) method MoveNext (line 541) | public override void MoveNext() method Get (line 551) | public override void Get(ref bool value) class DateTimeCodec (line 573) | private sealed class DateTimeCodec : SimpleCodec method DateTimeCodec (line 575) | public DateTimeCodec(CodecFactory factory) method OpenWriter (line 580) | public override IValueWriter OpenWriter(Stream stream) method OpenReader (line 585) | public override IValueReader OpenReader(Stream stream, int... class Writer (line 590) | private sealed class Writer : ValueWriterBase method Writer (line 594) | public Writer(DateTimeCodec codec, Stream stream) method Write (line 599) | public override void Write(in DateTime value) method Commit (line 605) | public override void Commit() method GetCommitLengthEstimate (line 610) | public override long GetCommitLengthEstimate() class Reader (line 616) | private sealed class Reader : ValueReaderBase method Reader (line 621) | public Reader(DateTimeCodec codec, Stream stream, int items) method MoveNext (line 627) | public override void MoveNext() method Get (line 636) | public override void Get(ref DateTime value) class DateTimeOffsetCodec (line 643) | private sealed class DateTimeOffsetCodec : SimpleCodec method DateTimeOffsetCodec (line 648) | public DateTimeOffsetCodec(CodecFactory factory) method OpenWriter (line 655) | public override IValueWriter OpenWriter(Stream stream) method OpenReader (line 660) | public override IValueReader OpenReader(Stream strea... class Writer (line 665) | private sealed class Writer : ValueWriterBase method Writer (line 670) | public Writer(DateTimeOffsetCodec codec, Stream stream) method Write (line 677) | public override void Write(in DateTimeOffset value) method Commit (line 690) | public override void Commit() method GetCommitLengthEstimate (line 701) | public override long GetCommitLengthEstimate() class Reader (line 707) | private sealed class Reader : ValueReaderBase method Reader (line 717) | public Reader(DateTimeOffsetCodec codec, Stream stream, int items) method MoveNext (line 735) | public override void MoveNext() method Get (line 741) | public override void Get(ref DateTimeOffset value) method Dispose (line 749) | public override void Dispose() class VBufferCodec (line 764) | private sealed class VBufferCodec : IValueCodec> method VBufferCodec (line 786) | public VBufferCodec(CodecFactory factory, VectorDataViewType type, I... method WriteParameterization (line 803) | public int WriteParameterization(Stream stream) method OpenWriter (line 817) | public IValueWriter> OpenWriter(Stream stream) method OpenReader (line 822) | public IValueReader> OpenReader(Stream stream, int items) class Writer (line 827) | private sealed class Writer : ValueWriterBase> method Writer (line 839) | public Writer(VBufferCodec codec, Stream stream) method Commit (line 851) | public override void Commit() method GetCommitLengthEstimate (line 900) | public override long GetCommitLengthEstimate() method Write (line 906) | public override void Write(in VBuffer value) class Reader (line 938) | private sealed class Reader : ValueReaderBase> method Reader (line 976) | public Reader(VBufferCodec codec, Stream stream, int items) method Dispose (line 1041) | public override void Dispose() method ReadIntArray (line 1055) | private int[] ReadIntArray(int count) method MoveNext (line 1064) | public override void MoveNext() method Get (line 1084) | public override void Get(ref VBuffer value) method GetVBufferCodec (line 1118) | private bool GetVBufferCodec(Stream definitionStream, out IValueCodec ... method GetVBufferCodec (line 1156) | private bool GetVBufferCodec(VectorDataViewType type, out IValueCodec ... class KeyCodecOld (line 1172) | private sealed class KeyCodecOld : IValueCodec method KeyCodecOld (line 1186) | public KeyCodecOld(CodecFactory factory, KeyDataViewType type, IValu... method WriteParameterization (line 1198) | public int WriteParameterization(Stream stream) method OpenWriter (line 1220) | public IValueWriter OpenWriter(Stream stream) method OpenReader (line 1225) | public IValueReader OpenReader(Stream stream, int items) method GetKeyCodecOld (line 1231) | private bool GetKeyCodecOld(Stream definitionStream, out IValueCodec c... class KeyCodec (line 1269) | private sealed class KeyCodec : IValueCodec method KeyCodec (line 1283) | public KeyCodec(CodecFactory factory, KeyDataViewType type, IValueCo... method WriteParameterization (line 1295) | public int WriteParameterization(Stream stream) method OpenWriter (line 1317) | public IValueWriter OpenWriter(Stream stream) method OpenReader (line 1322) | public IValueReader OpenReader(Stream stream, int items) method GetKeyCodec (line 1328) | private bool GetKeyCodec(Stream definitionStream, out IValueCodec codec) method GetKeyCodec (line 1357) | private bool GetKeyCodec(DataViewType type, out IValueCodec codec) FILE: src/Microsoft.ML.Data/DataLoadSave/Binary/CompressionKind.cs type CompressionKind (line 16) | internal enum CompressionKind : byte class CompressionCodecExtension (line 23) | internal static class CompressionCodecExtension method CompressStream (line 34) | public static Stream CompressStream(this CompressionKind compression, ... method DecompressStream (line 53) | public static Stream DecompressStream(this CompressionKind compression... FILE: src/Microsoft.ML.Data/DataLoadSave/Binary/Header.cs type Header (line 9) | [StructLayout(LayoutKind.Explicit, Size = HeaderSize)] method VersionToString (line 41) | internal static string VersionToString(ulong v) FILE: src/Microsoft.ML.Data/DataLoadSave/Binary/IValueCodec.cs type IValueCodec (line 20) | internal interface IValueCodec method WriteParameterization (line 35) | int WriteParameterization(Stream stream); method OpenWriter (line 54) | IValueWriter OpenWriter(Stream stream); method OpenReader (line 65) | IValueReader OpenReader(Stream stream, int items); type IValueCodec (line 48) | internal interface IValueCodec : IValueCodec method WriteParameterization (line 35) | int WriteParameterization(Stream stream); method OpenWriter (line 54) | IValueWriter OpenWriter(Stream stream); method OpenReader (line 65) | IValueReader OpenReader(Stream stream, int items); type IValueWriter (line 68) | internal interface IValueWriter : IDisposable method Commit (line 77) | void Commit(); method GetCommitLengthEstimate (line 84) | long GetCommitLengthEstimate(); method Write (line 103) | void Write(in T value); method Write (line 109) | void Write(ReadOnlySpan values); type IValueWriter (line 98) | internal interface IValueWriter : IValueWriter method Commit (line 77) | void Commit(); method GetCommitLengthEstimate (line 84) | long GetCommitLengthEstimate(); method Write (line 103) | void Write(in T value); method Write (line 109) | void Write(ReadOnlySpan values); type IValueReader (line 124) | internal interface IValueReader : IDisposable method MoveNext (line 129) | void MoveNext(); method Get (line 134) | void Get(ref T value); method Read (line 142) | void Read(T[] values, int index, int count); FILE: src/Microsoft.ML.Data/DataLoadSave/Binary/MemoryStreamPool.cs class MemoryStreamPool (line 13) | internal sealed class MemoryStreamPool method MemoryStreamPool (line 17) | public MemoryStreamPool() method Return (line 22) | public void Return(ref MemoryStream mem) method Get (line 31) | public MemoryStream Get() class MemoryStreamCollection (line 40) | internal sealed class MemoryStreamCollection method MemoryStreamCollection (line 45) | public MemoryStreamCollection() method IndexFor (line 54) | private static int IndexFor(int maxSize) method Get (line 59) | public MemoryStreamPool Get(int maxSize) FILE: src/Microsoft.ML.Data/DataLoadSave/Binary/UnsafeTypeOps.cs class UnsafeTypeOps (line 18) | internal abstract class UnsafeTypeOps method Apply (line 21) | public abstract void Apply(ReadOnlySpan array, Action func); method Write (line 22) | public abstract void Write(T a, BinaryWriter writer); method Read (line 23) | public abstract T Read(BinaryReader reader); class UnsafeTypeOpsFactory (line 26) | internal static class UnsafeTypeOpsFactory method UnsafeTypeOpsFactory (line 30) | static UnsafeTypeOpsFactory() method Get (line 47) | public static UnsafeTypeOps Get() class SByteUnsafeTypeOps (line 52) | private sealed class SByteUnsafeTypeOps : UnsafeTypeOps method Apply (line 55) | public override unsafe void Apply(ReadOnlySpan array, Action<... method Write (line 60) | public override void Write(sbyte a, BinaryWriter writer) { writer.Wr... method Read (line 61) | public override sbyte Read(BinaryReader reader) { return reader.Read... class ByteUnsafeTypeOps (line 64) | private sealed class ByteUnsafeTypeOps : UnsafeTypeOps method Apply (line 67) | public override unsafe void Apply(ReadOnlySpan array, Action method Apply (line 79) | public override unsafe void Apply(ReadOnlySpan array, Action<... method Write (line 84) | public override void Write(short a, BinaryWriter writer) { writer.Wr... method Read (line 85) | public override short Read(BinaryReader reader) { return reader.Read... class UInt16UnsafeTypeOps (line 88) | private sealed class UInt16UnsafeTypeOps : UnsafeTypeOps method Apply (line 91) | public override unsafe void Apply(ReadOnlySpan array, Action... method Write (line 96) | public override void Write(UInt16 a, BinaryWriter writer) { writer.W... method Read (line 97) | public override UInt16 Read(BinaryReader reader) { return reader.Rea... class Int32UnsafeTypeOps (line 100) | private sealed class Int32UnsafeTypeOps : UnsafeTypeOps method Apply (line 103) | public override unsafe void Apply(ReadOnlySpan array, Action method Apply (line 115) | public override unsafe void Apply(ReadOnlySpan array, Action... method Write (line 120) | public override void Write(UInt32 a, BinaryWriter writer) { writer.W... method Read (line 121) | public override UInt32 Read(BinaryReader reader) { return reader.Rea... class Int64UnsafeTypeOps (line 124) | private sealed class Int64UnsafeTypeOps : UnsafeTypeOps method Apply (line 127) | public override unsafe void Apply(ReadOnlySpan array, Action method Apply (line 139) | public override unsafe void Apply(ReadOnlySpan array, Action... method Write (line 144) | public override void Write(UInt64 a, BinaryWriter writer) { writer.W... method Read (line 145) | public override UInt64 Read(BinaryReader reader) { return reader.Rea... class SingleUnsafeTypeOps (line 148) | private sealed class SingleUnsafeTypeOps : UnsafeTypeOps method Apply (line 151) | public override unsafe void Apply(ReadOnlySpan array, Action... method Write (line 156) | public override void Write(Single a, BinaryWriter writer) { writer.W... method Read (line 157) | public override Single Read(BinaryReader reader) { return reader.Rea... class DoubleUnsafeTypeOps (line 160) | private sealed class DoubleUnsafeTypeOps : UnsafeTypeOps method Apply (line 163) | public override unsafe void Apply(ReadOnlySpan array, Action... method Write (line 168) | public override void Write(Double a, BinaryWriter writer) { writer.W... method Read (line 169) | public override Double Read(BinaryReader reader) { return reader.Rea... class TimeSpanUnsafeTypeOps (line 172) | private sealed class TimeSpanUnsafeTypeOps : UnsafeTypeOps method Apply (line 175) | public override unsafe void Apply(ReadOnlySpan array, Acti... method Write (line 181) | public override void Write(TimeSpan a, BinaryWriter writer) { writer... method Read (line 182) | public override TimeSpan Read(BinaryReader reader) class UgUnsafeTypeOps (line 189) | private sealed class UgUnsafeTypeOps : UnsafeTypeOps method Apply (line 192) | public override unsafe void Apply(ReadOnlySpan array,... method Write (line 198) | public override void Write(DataViewRowId a, BinaryWriter writer) { w... method Read (line 199) | public override DataViewRowId Read(BinaryReader reader) FILE: src/Microsoft.ML.Data/DataLoadSave/CompositeDataLoader.cs class CompositeDataLoader (line 19) | public sealed class CompositeDataLoader : IDa... method CompositeDataLoader (line 35) | public CompositeDataLoader(IDataLoader loader, TransformerCha... method CompositeDataLoader (line 44) | private CompositeDataLoader(IHost host, ModelLoadContext ctx) method Create (line 51) | private static CompositeDataLoader Create(I... method Load (line 66) | public IDataView Load(TSource input) method GetOutputSchema (line 73) | public DataViewSchema GetOutputSchema() method AppendTransformer (line 83) | public CompositeDataLoader AppendTransformer ... method CompositeLoaderEstimator (line 18) | public CompositeLoaderEstimator(IDataLoaderEstimator Fit(TSource input) method GetOutputSchema (line 40) | public SchemaShape GetOutputSchema() method Append (line 49) | public CompositeLoaderEstimator Append(... FILE: src/Microsoft.ML.Data/DataLoadSave/DataLoaderExtensions.cs class DataLoaderExtensions (line 12) | public static class DataLoaderExtensions method Load (line 27) | public static IDataView Load(this IDataLoader load... FILE: src/Microsoft.ML.Data/DataLoadSave/DataOperationsCatalog.cs class DataOperationsCatalog (line 17) | public sealed class DataOperationsCatalog : IInternalCatalog type TrainTestData (line 25) | public struct TrainTestData method TrainTestData (line 40) | internal TrainTestData(IDataView trainSet, IDataView testSet) method DataOperationsCatalog (line 47) | internal DataOperationsCatalog(IHostEnvironment env) method LoadFromEnumerable (line 77) | public IDataView LoadFromEnumerable(IEnumerable data, Sche... method LoadFromEnumerable (line 104) | public IDataView LoadFromEnumerable(IEnumerable data, Data... method CreateEnumerable (line 128) | public IEnumerable CreateEnumerable(IDataView data, bool r... method BootstrapSample (line 160) | public IDataView BootstrapSample(IDataView input, method Cache (line 192) | public IDataView Cache(IDataView input, params string[] columnsToPrefe... method FilterRowsByColumn (line 224) | public IDataView FilterRowsByColumn(IDataView input, string columnName... method FilterRowsByKeyColumnFraction (line 256) | public IDataView FilterRowsByKeyColumnFraction(IDataView input, string... method FilterRowsByMissingValues (line 283) | public IDataView FilterRowsByMissingValues(IDataView input, params str... method ShuffleRows (line 318) | public IDataView ShuffleRows(IDataView input, method SkipRows (line 352) | public IDataView SkipRows(IDataView input, long count) method TakeRows (line 380) | public IDataView TakeRows(IDataView input, long count) method TrainTestSplit (line 411) | public TrainTestData TrainTestSplit(IDataView data, double testFractio... method CrossValidationSplit (line 458) | public IReadOnlyList CrossValidationSplit(IDataView dat... method CrossValidationSplit (line 474) | internal static IEnumerable CrossValidationSplit(IHostE... method CreateSplitColumn (line 522) | [BestFriend] FILE: src/Microsoft.ML.Data/DataLoadSave/Database/DatabaseLoader.cs class DatabaseLoader (line 21) | public sealed partial class DatabaseLoader : IDataLoader method GetVersionInfo (line 26) | private static VersionInfo GetVersionInfo() method DatabaseLoader (line 42) | internal DatabaseLoader(IHostEnvironment env, Options options) method DatabaseLoader (line 59) | private DatabaseLoader(IHost host, ModelLoadContext ctx) method Create (line 69) | internal static DatabaseLoader Create(IHostEnvironment env, ModelLoadC... method Save (line 80) | void ICanSaveModel.Save(ModelSaveContext ctx) method GetOutputSchema (line 94) | public DataViewSchema GetOutputSchema() => _bindings.OutputSchema; method Load (line 100) | public IDataView Load(DatabaseSource source) => new BoundLoader(this, ... method CreateDatabaseLoader (line 102) | internal static DatabaseLoader CreateDatabaseLoader(IHostEnvir... class Column (line 179) | public sealed class Column method Column (line 184) | public Column() { } method Column (line 192) | public Column(string name, DbType dbType, int index) method Column (line 204) | public Column(string name, DbType dbType, int minIndex, int maxIndex) method Column (line 216) | public Column(string name, DbType dbType, Range[] source, KeyCount k... class Range (line 255) | public sealed class Range method Range (line 257) | public Range() { } method Range (line 263) | public Range(int index) method Range (line 275) | public Range(string name) method Range (line 288) | public Range(int min, int max) method FromTextLoaderRange (line 333) | internal static Range FromTextLoaderRange(TextLoader.Range range) class Options (line 346) | public sealed class Options type Segment (line 359) | internal readonly struct Segment method Segment (line 366) | public Segment(int min, int lim, bool forceVector) method Segment (line 375) | public Segment(string name, bool forceVector) class ColInfo (line 388) | private sealed class ColInfo method ColInfo (line 397) | private ColInfo(string name, DataViewType colType, Segment[] segs, i... method Create (line 410) | public static ColInfo Create(string name, PrimitiveDataViewType item... class Bindings (line 463) | private sealed class Bindings method Bindings (line 472) | public Bindings(DatabaseLoader parent, Column[] cols) method Bindings (line 542) | public Bindings(ModelLoadContext ctx, DatabaseLoader parent) method Save (line 617) | internal void Save(ModelSaveContext ctx) method ComputeOutputSchema (line 666) | private DataViewSchema ComputeOutputSchema() method ConstructKeyType (line 683) | private static KeyDataViewType ConstructKeyType(DbType dbType, KeyCo... class BoundLoader (line 700) | private sealed class BoundLoader : IDataView method BoundLoader (line 706) | public BoundLoader(DatabaseLoader loader, DatabaseSource source) method GetRowCount (line 715) | public long? GetRowCount() => null; method GetRowCursor (line 720) | public DataViewRowCursor GetRowCursor(IEnumerable(this DataOpe... FILE: src/Microsoft.ML.Data/DataLoadSave/Database/DatabaseLoaderCursor.cs class DatabaseLoader (line 13) | public sealed partial class DatabaseLoader class Cursor (line 15) | private sealed class Cursor : RootCursorBase method Cursor (line 35) | private Cursor(DatabaseLoader parent, DatabaseSource source, bool[] ... method Create (line 96) | public static DataViewRowCursor Create(DatabaseLoader parent, Databa... method GetIdGetter (line 105) | public override ValueGetter GetIdGetter() method Dispose (line 117) | protected override void Dispose(bool disposing) method MoveNextCore (line 131) | protected override bool MoveNextCore() method IsColumnActive (line 145) | public override bool IsColumnActive(DataViewSchema.Column column) method GetGetter (line 158) | public override ValueGetter GetGetter(DataViewSchema... method CreateGetterDelegate (line 171) | private Delegate CreateGetterDelegate(int col) method CreateGetterDelegate (line 176) | private Delegate CreateGetterDelegate(int col) method CreateBooleanGetterDelegate (line 295) | private ValueGetter CreateBooleanGetterDelegate(ColInfo colInfo) method CreateByteGetterDelegate (line 301) | private ValueGetter CreateByteGetterDelegate(ColInfo colInfo) method CreateDateTimeGetterDelegate (line 307) | private ValueGetter CreateDateTimeGetterDelegate(ColInfo c... method CreateDoubleGetterDelegate (line 313) | private ValueGetter CreateDoubleGetterDelegate(ColInfo colInfo) method CreateInt16GetterDelegate (line 319) | private ValueGetter CreateInt16GetterDelegate(ColInfo colInfo) method CreateInt32GetterDelegate (line 325) | private ValueGetter CreateInt32GetterDelegate(ColInfo colInfo) method CreateInt64GetterDelegate (line 331) | private ValueGetter CreateInt64GetterDelegate(ColInfo colInfo) method CreateSByteGetterDelegate (line 337) | private ValueGetter CreateSByteGetterDelegate(ColInfo colInfo) method CreateSingleGetterDelegate (line 343) | private ValueGetter CreateSingleGetterDelegate(ColInfo colInfo) method CreateStringGetterDelegate (line 349) | private ValueGetter> CreateStringGetterDelegate... method CreateUInt16GetterDelegate (line 355) | private ValueGetter CreateUInt16GetterDelegate(ColInfo colInfo) method CreateUInt32GetterDelegate (line 361) | private ValueGetter CreateUInt32GetterDelegate(ColInfo colInfo) method CreateUInt64GetterDelegate (line 367) | private ValueGetter CreateUInt64GetterDelegate(ColInfo colInfo) method CreateVBufferBooleanGetterDelegate (line 373) | private ValueGetter> CreateVBufferBooleanGetterDelegat... method CreateVBufferByteGetterDelegate (line 403) | private ValueGetter> CreateVBufferByteGetterDelegate(C... method CreateVBufferDateTimeGetterDelegate (line 433) | private ValueGetter> CreateVBufferDateTimeGetterDe... method CreateVBufferDoubleGetterDelegate (line 463) | private ValueGetter> CreateVBufferDoubleGetterDelega... method CreateVBufferInt16GetterDelegate (line 493) | private ValueGetter> CreateVBufferInt16GetterDelegate... method CreateVBufferInt32GetterDelegate (line 523) | private ValueGetter> CreateVBufferInt32GetterDelegate(C... method CreateVBufferInt64GetterDelegate (line 553) | private ValueGetter> CreateVBufferInt64GetterDelegate(... method CreateVBufferSByteGetterDelegate (line 583) | private ValueGetter> CreateVBufferSByteGetterDelegate... method CreateVBufferSingleGetterDelegate (line 613) | private ValueGetter> CreateVBufferSingleGetterDelegat... method CreateVBufferStringGetterDelegate (line 643) | private ValueGetter>> CreateVBufferStri... method CreateVBufferUInt16GetterDelegate (line 673) | private ValueGetter> CreateVBufferUInt16GetterDelega... method CreateVBufferUInt32GetterDelegate (line 703) | private ValueGetter> CreateVBufferUInt32GetterDelegate... method CreateVBufferUInt64GetterDelegate (line 733) | private ValueGetter> CreateVBufferUInt64GetterDelegat... method GetColumnIndex (line 763) | private int GetColumnIndex(ColInfo colInfo) FILE: src/Microsoft.ML.Data/DataLoadSave/Database/DatabaseSource.cs class DatabaseSource (line 11) | public sealed class DatabaseSource method DatabaseSource (line 19) | public DatabaseSource(DbProviderFactory providerFactory, string connec... method DatabaseSource (line 29) | public DatabaseSource(DbProviderFactory providerFactory, string connec... FILE: src/Microsoft.ML.Data/DataLoadSave/Database/DbExtensions.cs class DbExtensions (line 10) | internal static class DbExtensions method ToType (line 15) | public static Type ToType(this DbType dbType) method ToDbType (line 71) | public static DbType ToDbType(this InternalDataKind dataKind) FILE: src/Microsoft.ML.Data/DataLoadSave/Database/LoadColumnNameAttribute.cs class LoadColumnNameAttribute (line 14) | [AttributeUsage(AttributeTargets.Field | AttributeTargets.Property, Allo... method LoadColumnNameAttribute (line 21) | public LoadColumnNameAttribute(string fieldName) method LoadColumnNameAttribute (line 32) | public LoadColumnNameAttribute(params string[] fieldNames) FILE: src/Microsoft.ML.Data/DataLoadSave/EstimatorChain.cs class EstimatorChain (line 16) | public sealed class EstimatorChain : IEstimator[... method EstimatorChain (line 49) | public EstimatorChain() method Fit (line 58) | public TransformerChain Fit(IDataView input) method GetOutputSchema (line 83) | public SchemaShape GetOutputSchema(SchemaShape inputSchema) method Append (line 91) | public EstimatorChain Append(IEstimator AppendCacheCheckpoint(IHostEnv... FILE: src/Microsoft.ML.Data/DataLoadSave/EstimatorExtensions.cs class LearningPipelineExtensions (line 15) | public static class LearningPipelineExtensions method Append (line 20) | public static CompositeLoaderEstimator Append Append Append( method AppendCacheCheckpoint (line 67) | public static EstimatorChain AppendCacheCheckpoint(thi... method Append (line 77) | public static CompositeDataLoader Append Append(this ITransforme... class DelegateEstimator (line 98) | private sealed class DelegateEstimator : IEstimator estimator, Action<... method Fit (line 112) | public TTransformer Fit(IDataView input) method GetOutputSchema (line 119) | public SchemaShape GetOutputSchema(SchemaShape inputSchema) method WithOnFitDelegate (line 145) | public static IEstimator WithOnFitDelegate... method AppendElement (line 153) | [BestFriend] FILE: src/Microsoft.ML.Data/DataLoadSave/FakeSchema.cs class FakeSchemaFactory (line 15) | [BestFriend] method Create (line 24) | public static DataViewSchema Create(SchemaShape shape) method MakeColumnType (line 47) | private static DataViewType MakeColumnType(SchemaShape.Column column) method GetDefaultVectorGetter (line 59) | private static Delegate GetDefaultVectorGetter() method GetDefaultGetter (line 65) | private static Delegate GetDefaultGetter() FILE: src/Microsoft.ML.Data/DataLoadSave/LegacyCompositeDataLoader.cs class LegacyCompositeDataLoader (line 30) | [BestFriend] class Arguments (line 33) | public sealed class Arguments type TransformEx (line 42) | private readonly struct TransformEx method TransformEx (line 48) | public TransformEx(string tag, string argsString, IDataTransform tra... method GetVersionInfo (line 65) | private static VersionInfo GetVersionInfo() method Create (line 94) | public static ILegacyDataLoader Create(IHostEnvironment env, Arguments... method Create (line 112) | public static ILegacyDataLoader Create(IHostEnvironment env, ILegacyDa... method CreateCore (line 123) | private static ILegacyDataLoader CreateCore(IHost host, ILegacyDataLoa... method ApplyTransforms (line 176) | public static ILegacyDataLoader ApplyTransforms(IHostEnvironment env, ... method ApplyTransformsCore (line 190) | private static ILegacyDataLoader ApplyTransformsCore(IHost host, ILega... method ApplyTransform (line 275) | public static ILegacyDataLoader ApplyTransform(IHostEnvironment env, I... method Create (line 293) | public static ILegacyDataLoader Create(IHostEnvironment env, ModelLoad... method Create (line 321) | public static ILegacyDataLoader Create(IHostEnvironment env, ModelLoad... method LoadSelectedTransforms (line 347) | public static IDataView LoadSelectedTransforms(ModelLoadContext ctx, I... method GetTransformer (line 403) | internal TransformerChain GetTransformer() method LegacyCompositeDataLoader (line 422) | private LegacyCompositeDataLoader(IHost host, TransformEx[] transforms) method LoadTransforms (line 450) | private static ILegacyDataLoader LoadTransforms(ModelLoadContext ctx, ... method Save (line 503) | void ICanSaveModel.Save(ModelSaveContext ctx) method SavePipe (line 520) | public static void SavePipe(IHostEnvironment env, ModelSaveContext ctx... method SaveCore (line 538) | private static void SaveCore(ModelSaveContext ctx, Action _tview?.... method GetSlotCursor (line 603) | SlotCursor ITransposeDataView.GetSlotCursor(int col) FILE: src/Microsoft.ML.Data/DataLoadSave/MultiFileSource.cs class MultiFileSource (line 19) | public sealed class MultiFileSource : IMultiStreamSource method MultiFileSource (line 34) | public MultiFileSource(params string[] paths) method GetPathOrNull (line 70) | public string GetPathOrNull(int index) method Open (line 76) | public Stream Open(int index) method OpenTextReader (line 91) | public TextReader OpenTextReader(int index) class FileHandleSource (line 100) | public sealed class FileHandleSource : IMultiStreamSource method FileHandleSource (line 104) | public FileHandleSource(IFileHandle file) method GetPathOrNull (line 116) | public string GetPathOrNull(int index) method Open (line 122) | public Stream Open(int index) method OpenTextReader (line 128) | public TextReader OpenTextReader(int index) FILE: src/Microsoft.ML.Data/DataLoadSave/Text/BlockingQueue.cs class BlockingQueue (line 32) | internal sealed class BlockingQueue : IDisposable method BlockingQueue (line 43) | public BlockingQueue(int boundedCapacity) method Dispose (line 53) | public void Dispose() method TryAdd (line 66) | public bool TryAdd(T item, int millisecondsTimeout = 0) method TryTake (line 89) | public bool TryTake(out T item, int millisecondsTimeout = 0) method GetConsumingEnumerable (line 112) | public IEnumerable GetConsumingEnumerable() method CompleteAdding (line 124) | public void CompleteAdding() class CompletableSemaphore (line 135) | private sealed class CompletableSemaphore method CompletableSemaphore (line 144) | public CompletableSemaphore(int initialCount) method Release (line 158) | public void Release() method Wait (line 174) | public bool Wait(int millisecondsTimeout = Timeout.Infinite) method Complete (line 216) | public void Complete() FILE: src/Microsoft.ML.Data/DataLoadSave/Text/LoadColumnAttribute.cs class LoadColumnAttribute (line 14) | [AttributeUsage(AttributeTargets.Field | AttributeTargets.Property, Allo... method LoadColumnAttribute (line 21) | public LoadColumnAttribute(int fieldIndex) method LoadColumnAttribute (line 32) | public LoadColumnAttribute(int start, int end) method LoadColumnAttribute (line 42) | public LoadColumnAttribute(int[] columnIndexes) FILE: src/Microsoft.ML.Data/DataLoadSave/Text/TextLoader.cs class TextLoader (line 30) | public sealed partial class TextLoader : IDataLoader class Column (line 35) | public sealed class Column method Column (line 48) | public Column() { } method Column (line 56) | public Column(string name, DataKind dataKind, int index) method Column (line 68) | public Column(string name, DataKind dataKind, int minIndex, int maxI... method Column (line 80) | public Column(string name, DataKind dataKind, Range[] source, KeyCou... method Column (line 92) | private Column(string name, InternalDataKind kind, Range[] source, K... method Parse (line 139) | internal static Column Parse(string str) method TryParse (line 149) | private bool TryParse(string str) method TryParseSource (line 172) | private bool TryParseSource(string str) => TryParseSourceEx(str, out... method TryParseSourceEx (line 174) | internal static bool TryParseSourceEx(string str, out Range[] ranges) method TryUnparse (line 190) | internal bool TryUnparse(StringBuilder sb) method IsValid (line 237) | internal bool IsValid() class Range (line 267) | public sealed class Range method Range (line 269) | public Range() { } method Range (line 275) | public Range(int index) method Range (line 289) | public Range(int min, int? max) method Parse (line 348) | internal static Range Parse(string str) method TryParse (line 358) | private bool TryParse(string str) method TryUnparse (line 404) | internal bool TryUnparse(StringBuilder sb) class Options (line 427) | public class Options method IsValid (line 547) | internal bool IsValid() class Defaults (line 553) | internal static class Defaults type Segment (line 570) | internal struct Segment method Segment (line 582) | public Segment(int min, int lim, bool forceVector) method Segment (line 593) | public Segment(int min) class ColInfo (line 605) | internal sealed class ColInfo method ColInfo (line 618) | private ColInfo(string name, DataViewType colType, Segment[] segs, i... method Create (line 634) | public static ColInfo Create(string name, PrimitiveDataViewType item... class Bindings (line 685) | private sealed class Bindings method Bindings (line 704) | public Bindings(TextLoader parent, Column[] cols, IMultiStreamSource... method Bindings (line 905) | public Bindings(ModelLoadContext ctx, TextLoader parent) method Save (line 998) | internal void Save(ModelSaveContext ctx) method ComputeOutputSchema (line 1041) | private DataViewSchema ComputeOutputSchema() method GetVersionInfo (line 1074) | private static VersionInfo GetVersionInfo() type OptionFlags (line 1102) | [Flags] method TextLoader (line 1148) | internal TextLoader(IHostEnvironment env, Options options = null, IMul... method NormalizeSeparator (line 1256) | private char NormalizeSeparator(string sep) class LoaderHolder (line 1290) | private sealed class LoaderHolder method TryParseSchema (line 1309) | private static bool TryParseSchema(IHost host, IMultiStreamSource files, method FileContainsValidSchema (line 1386) | internal static bool FileContainsValidSchema(IHostEnvironment env, IMu... method TextLoader (line 1398) | private TextLoader(IHost host, ModelLoadContext ctx) method Create (line 1477) | internal static TextLoader Create(IHostEnvironment env, ModelLoadConte... method Create (line 1489) | internal static ILegacyDataLoader Create(IHostEnvironment env, ModelLo... method Create (line 1491) | internal static ILegacyDataLoader Create(IHostEnvironment env, Options... method LoadFile (line 1497) | internal static IDataView LoadFile(IHostEnvironment env, Options optio... method Save (line 1500) | void ICanSaveModel.Save(ModelSaveContext ctx) method GetOutputSchema (line 1532) | public DataViewSchema GetOutputSchema() => _bindings.OutputSchema; method Load (line 1545) | public IDataView Load(IMultiStreamSource source) => new BoundLoader(th... method CreateTextLoader (line 1547) | internal static TextLoader CreateTextLoader(IHostEnvironment h... method CreateTextLoader (line 1567) | internal static TextLoader CreateTextLoader(IHostEnvironment h... class BoundLoader (line 1637) | private sealed class BoundLoader : ILegacyDataLoader method BoundLoader (line 1643) | public BoundLoader(TextLoader loader, IMultiStreamSource files) method GetRowCount (line 1650) | public long? GetRowCount() method GetRowCursor (line 1662) | public DataViewRowCursor GetRowCursor(IEnumerable ((ICanSaveModel)_lo... FILE: src/Microsoft.ML.Data/DataLoadSave/Text/TextLoaderCursor.cs class TextLoader (line 17) | public sealed partial class TextLoader class Cursor (line 19) | private sealed class Cursor : RootCursorBase method SetupCursor (line 46) | private static void SetupCursor(TextLoader parent, bool[] active, in... method Cursor (line 86) | private Cursor(TextLoader parent, ParseStats stats, bool[] active, L... method Create (line 138) | public static DataViewRowCursor Create(TextLoader parent, IMultiStre... method CreateSet (line 155) | public static DataViewRowCursor[] CreateSet(TextLoader parent, IMult... method GetIdGetter (line 199) | public override ValueGetter GetIdGetter() method GetSomeLines (line 209) | public static void GetSomeLines(IMultiStreamSource source, int count... method GetEmbeddedArgs (line 240) | public static string GetEmbeddedArgs(IMultiStreamSource files) method Dispose (line 275) | protected override void Dispose(bool disposing) method MoveNextCore (line 289) | protected override bool MoveNextCore() method IsColumnActive (line 304) | public override bool IsColumnActive(DataViewSchema.Column column) method GetGetter (line 317) | public override ValueGetter GetGetter(DataViewSchema... method ParseSequential (line 330) | private IEnumerable ParseSequential() type LineBatch (line 358) | private readonly struct LineBatch method LineBatch (line 367) | public LineBatch(string path, long total, long batch, LineInfo[] i... method LineBatch (line 378) | public LineBatch(Exception ex) type LineInfo (line 389) | private readonly struct LineInfo method LineInfo (line 394) | public LineInfo(long line, string text) class LineReader (line 404) | private sealed class LineReader method LineReader (line 420) | public LineReader(IMultiStreamSource files, int batchSize, int buf... method Release (line 443) | public void Release() method GetBatch (line 465) | public LineBatch GetBatch() class MultiLineReader (line 477) | private class MultiLineReader method MultiLineReader (line 487) | public MultiLineReader(TextReader rdr, char[] separators, char e... method ReadMultiLine (line 502) | public string ReadMultiLine(long lineNum, bool ignoreHashLine) method LastFieldIncludesNewLine (line 547) | public bool LastFieldIncludesNewLine(string line, bool startsIns... method FieldIncludesNewLine (line 571) | private bool FieldIncludesNewLine(ref string line, ref int ichCu... method IsSep (line 672) | private bool IsSep(char ch) method ThreadProc (line 685) | private void ThreadProc() method PostPartial (line 802) | private void PostPartial(string path, long total, ref long batch, ... method ParseParallel (line 822) | private IEnumerable ParseParallel(ParallelState state) type RowBatch (line 845) | private struct RowBatch method RowBatch (line 851) | public RowBatch(int irowMin, int irowLim, long total) class ParallelState (line 861) | private sealed class ParallelState : IDisposable method ParallelState (line 892) | public ParallelState(Cursor curs, out RowSet rows, int cthd) method Dispose (line 925) | public void Dispose() method Quit (line 932) | private void Quit() method GetBatches (line 940) | public IEnumerable GetBatches() method ThreadProc (line 947) | private void ThreadProc(object obj) method Parse (line 971) | private void Parse(int tid) FILE: src/Microsoft.ML.Data/DataLoadSave/Text/TextLoaderParser.cs class TextLoader (line 21) | public sealed partial class TextLoader class ValueCreatorCache (line 26) | private sealed class ValueCreatorCache method GetInstanceWithDoubleParserOptionFlags (line 48) | public static ValueCreatorCache GetInstanceWithDoubleParserOptionFla... method ValueCreatorCache (line 62) | private ValueCreatorCache(DoubleParser.OptionFlags doubleParserOptio... method GetCreatorOneCore (line 79) | private Func GetCreatorOneCore(PrimitiveDataView... method GetCreatorOneCore (line 84) | private Func GetCreatorOneCore(PrimitiveDataV... method GetCreatorVecCore (line 92) | private Func GetCreatorVecCore(PrimitiveDataView... method GetCreatorVecCore (line 97) | private Func GetCreatorVecCore(PrimitiveDataV... method GetCreatorOne (line 105) | public Func GetCreatorOne(KeyDataViewType key) method GetCreatorVec (line 111) | public Func GetCreatorVec(KeyDataViewType key) method GetCreatorOne (line 117) | public Func GetCreatorOne(InternalDataKind kind) method GetCreatorVec (line 124) | public Func GetCreatorVec(InternalDataKind kind) class ParseStats (line 135) | private sealed class ParseStats method ParseStats (line 152) | public ParseStats(IChannelProvider provider, int cref, long maxShow ... method Release (line 162) | public void Release() method LogRow (line 178) | public void LogRow() method LogBadValue (line 183) | public void LogBadValue(long line, string colName, int slot) method LogBadValue (line 194) | public void LogBadValue(long line, string colName) method LogBadFmt (line 205) | public void LogBadFmt(ref ScanInfo scan, string msg) class ColumnPipe (line 225) | private abstract class ColumnPipe method ColumnPipe (line 233) | protected ColumnPipe(RowSet rows) method Reset (line 239) | public abstract void Reset(int irow, int size); method Consume (line 242) | public abstract bool Consume(int irow, int index, ref ReadOnlyMemory... method GetGetter (line 244) | public abstract Delegate GetGetter(); class PrimitivePipe (line 247) | private sealed class PrimitivePipe : ColumnPipe method PrimitivePipe (line 258) | public PrimitivePipe(RowSet rows, PrimitiveDataViewType type, TryPar... method Reset (line 269) | public override void Reset(int irow, int size) method Consume (line 276) | public override bool Consume(int irow, int index, ref ReadOnlyMemory... method Get (line 283) | public void Get(ref TResult value) method GetGetter (line 291) | public override Delegate GetGetter() class VectorPipe (line 297) | private sealed class VectorPipe : ColumnPipe class VectorValue (line 305) | private class VectorValue method VectorValue (line 318) | public VectorValue(VectorPipe pipe) method AssertValid (line 326) | [Conditional("DEBUG")] method Reset (line 348) | public void Reset(int size) method Consume (line 357) | public bool Consume(int index, ref ReadOnlyMemory text) method Get (line 415) | public void Get(ref VBuffer dst) method VectorPipe (line 441) | public VectorPipe(RowSet rows, PrimitiveDataViewType type, TryParseM... method Reset (line 454) | public override void Reset(int irow, int size) method Consume (line 461) | public override bool Consume(int irow, int index, ref ReadOnlyMemory... method Get (line 467) | public void Get(ref VBuffer dst) method GetGetter (line 475) | public override Delegate GetGetter() class RowSet (line 481) | private sealed class RowSet method RowSet (line 500) | public RowSet(ParseStats stats, int count, int ccol) type ScanInfo (line 517) | private struct ScanInfo method ScanInfo (line 580) | public ScanInfo(ref ReadOnlyMemory text, string path, long line) class Parser (line 595) | private sealed class Parser class FieldSet (line 601) | private sealed class FieldSet method FieldSet (line 609) | public FieldSet() method AssertValid (line 617) | [Conditional("DEBUG")] method AssertEmpty (line 625) | [Conditional("DEBUG")] method EnsureSpace (line 636) | public void EnsureSpace() method Clear (line 649) | public void Clear() method Parser (line 673) | public Parser(TextLoader parent) method GetInputSize (line 734) | public static void GetInputSize(TextLoader parent, List TrimEndWhiteSpace(ReadOnlyMemory ... method ParseRow (line 860) | public void ParseRow(RowSet rows, int irow, Helper helper, bool[] ac... method CreateHelper (line 890) | public Helper CreateHelper(ParseStats stats, int srcNeeded) class Helper (line 902) | public abstract class Helper class HelperImpl (line 906) | private sealed class HelperImpl : Helper method HelperImpl (line 927) | public HelperImpl(ParseStats stats, OptionFlags flags, char[] seps... method IsSep (line 959) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method GatherFields (line 976) | public int GatherFields(ReadOnlyMemory lineSpan, ReadOnlySpa... method FetchNextField (line 1144) | private bool FetchNextField(ref ScanInfo scan, ReadOnlySpan ... method ProcessItems (line 1365) | private void ProcessItems(RowSet rows, int irow, bool[] active, Fiel... method ProcessVec (line 1387) | private void ProcessVec(int srcLim, FieldSet fields, ColInfo info, C... method ProcessOne (line 1457) | private void ProcessOne(FieldSet vs, ColInfo info, ColumnPipe v, int... method VerifyColumnCount (line 1488) | private void VerifyColumnCount(int csrc) FILE: src/Microsoft.ML.Data/DataLoadSave/Text/TextLoaderSaverCatalog.cs class TextLoaderSaverCatalog (line 17) | public static class TextLoaderSaverCatalog method CreateTextLoader (line 52) | public static TextLoader CreateTextLoader(this DataOperationsCatalog c... method CreateTextLoader (line 84) | public static TextLoader CreateTextLoader(this DataOperationsCatalog c... method CreateTextLoader (line 113) | public static TextLoader CreateTextLoader(this DataOperationsC... method CreateTextLoader (line 131) | public static TextLoader CreateTextLoader(this DataOperationsC... method LoadFromTextFile (line 160) | public static IDataView LoadFromTextFile(this DataOperationsCatalog ca... method LoadFromTextFile (line 199) | public static IDataView LoadFromTextFile(this DataOperationsCatalog ca... method LoadFromTextFile (line 233) | public static IDataView LoadFromTextFile(this DataOperationsCa... method LoadFromTextFile (line 258) | public static IDataView LoadFromTextFile(this DataOperationsCa... method SaveAsText (line 285) | public static void SaveAsText(this DataOperationsCatalog catalog, method CheckValidPathContents (line 310) | private static void CheckValidPathContents(string path) FILE: src/Microsoft.ML.Data/DataLoadSave/Text/TextSaver.cs class TextSaver (line 22) | [BestFriend] class Defaults (line 25) | internal static class Defaults class Arguments (line 34) | public sealed class Arguments class ValueWriter (line 56) | private abstract class ValueWriter method Create (line 60) | public static ValueWriter Create(DataViewRowCursor cursor, int col, ... method ValueWriter (line 76) | public ValueWriter(int source) method WriteData (line 84) | public abstract void WriteData(Action appendItem... method WriteHeader (line 86) | public abstract void WriteHeader(Action appendIt... method ValueWriter (line 226) | public ValueWriter(DataViewRowCursor cursor, PrimitiveDataViewType t... method WriteData (line 234) | public override void WriteData(Action appendItem... method WriteHeader (line 242) | public override void WriteHeader(Action appendIt... class ValueWriterBase (line 89) | private abstract class ValueWriterBase : ValueWriter method ValueWriterBase (line 97) | protected ValueWriterBase(PrimitiveDataViewType type, int source, ch... method MapText (line 133) | protected void MapText(in ReadOnlyMemory src, ref StringBuilde... method MapTimeSpan (line 138) | protected void MapTimeSpan(in TimeSpan src, ref StringBuilder sb) method MapDateTime (line 143) | protected void MapDateTime(in DateTime src, ref StringBuilder sb) method MapDateTimeZone (line 148) | protected void MapDateTimeZone(in DateTimeOffset src, ref StringBuil... class VecValueWriter (line 154) | private sealed class VecValueWriter : ValueWriterBase method VecValueWriter (line 161) | public VecValueWriter(DataViewRowCursor cursor, VectorDataViewType t... method WriteData (line 176) | public override void WriteData(Action appendItem... method WriteHeader (line 200) | public override void WriteHeader(Action appendIt... class ValueWriter (line 220) | private sealed class ValueWriter : ValueWriterBase method Create (line 60) | public static ValueWriter Create(DataViewRowCursor cursor, int col, ... method ValueWriter (line 76) | public ValueWriter(int source) method WriteData (line 84) | public abstract void WriteData(Action appendItem... method WriteHeader (line 86) | public abstract void WriteHeader(Action appendIt... method ValueWriter (line 226) | public ValueWriter(DataViewRowCursor cursor, PrimitiveDataViewType t... method WriteData (line 234) | public override void WriteData(Action appendItem... method WriteHeader (line 242) | public override void WriteHeader(Action appendIt... method TextSaver (line 263) | public TextSaver(IHostEnvironment env, Arguments args) method SepStrToChar (line 277) | private static char SepStrToChar(string sep) method SeparatorCharToString (line 306) | public static string SeparatorCharToString(char separator) method IsColumnSavable (line 326) | public bool IsColumnSavable(DataViewType type) method SaveData (line 332) | public void SaveData(Stream stream, IDataView data, params int[] cols) method SaveData (line 338) | public void SaveData(out string argsLoader, Stream stream, IDataView d... method WriteData (line 357) | public void WriteData(IDataView data, bool showCount, params int[] cols) method ShowCount (line 379) | private void ShowCount(IChannel ch, long count, int min, int max) method WriteDataCore (line 389) | private void WriteDataCore(IChannel ch, TextWriter writer, IDataView d... method WriteSchemaAsComment (line 456) | private void WriteSchemaAsComment(TextWriter writer, string str) method CreateLoaderArguments (line 464) | private string CreateLoaderArguments(DataViewSchema schema, ValueWrite... method GetColumn (line 499) | private TextLoader.Column GetColumn(string name, DataViewType type, in... class State (line 522) | private sealed class State method State (line 552) | public State(TextSaver parent, TextWriter writer, ValueWriter[] pipe... method Run (line 576) | public void Run(DataViewRowCursor cursor, ref long count, out int mi... method StartLine (line 622) | private void StartLine() method Matches (line 633) | private bool Matches(StringBuilder sb, string def) method AppendItem (line 645) | private void AppendItem(StringBuilder sb, int index, string def) method EndColumn (line 676) | private void EndColumn(int length) method EndLine (line 687) | private void EndLine(string defaultStr = null) method WriteDenseTo (line 759) | private void WriteDenseTo(int dstLim, string defaultStr = null) class TextSaverUtils (line 797) | internal static class TextSaverUtils method MapText (line 802) | internal static void MapText(ReadOnlySpan span, ref StringBuilde... method MapTimeSpan (line 854) | internal static void MapTimeSpan(in TimeSpan src, ref StringBuilder sb) method MapDateTime (line 864) | internal static void MapDateTime(in DateTime src, ref StringBuilder sb) method MapDateTimeZone (line 874) | internal static void MapDateTimeZone(in DateTimeOffset src, ref String... FILE: src/Microsoft.ML.Data/DataLoadSave/TransformWrapper.cs class TransformWrapper (line 15) | [BestFriend] method TransformWrapper (line 23) | public TransformWrapper(IHostEnvironment env, IDataView xf) method GetOutputSchema (line 33) | public DataViewSchema GetOutputSchema(DataViewSchema inputSchema) method Save (line 43) | void ICanSaveModel.Save(ModelSaveContext ctx) => throw _host.Except("S... method Transform (line 45) | public IDataView Transform(IDataView input) => ApplyTransformUtils.App... method GetRowToRowMapper (line 49) | IRowToRowMapper ITransformer.GetRowToRowMapper(DataViewSchema inputSch... class TrainedWrapperEstimatorBase (line 62) | internal abstract class TrainedWrapperEstimatorBase : IEstimator : ITransformer, I... method GetVersionInfo (line 68) | private static VersionInfo GetVersionInfo() method TransformerChain (line 84) | public TransformerChain(IEnumerable transformers, IEnume... method TransformerChain (line 102) | public TransformerChain(params ITransformer[] transformers) method GetOutputSchema (line 121) | public DataViewSchema GetOutputSchema(DataViewSchema inputSchema) method GetOutputSchema (line 127) | public DataViewSchema GetOutputSchema(DataViewSchema inputSchema, Tran... method Transform (line 139) | public IDataView Transform(IDataView input) method Transform (line 145) | public IDataView Transform(IDataView input, TransformerScope scope) method GetModelFor (line 165) | public TransformerChain GetModelFor(TransformerScope sco... method Append (line 180) | public TransformerChain Append(TNewLast transforme... method Save (line 187) | void ICanSaveModel.Save(ModelSaveContext ctx) method TransformerChain (line 205) | internal TransformerChain(IHostEnvironment env, ModelLoadContext ctx) method SaveTo (line 222) | [BestFriend] method GetEnumerator (line 236) | public IEnumerator GetEnumerator() => ((IEnumerable GetEnumerator(); method GetRowToRowMapper (line 240) | IRowToRowMapper ITransformer.GetRowToRowMapper(DataViewSchema inputSch... method Dispose (line 259) | public void Dispose() method Create (line 279) | private static TransformerChain Create(IHostEnvironment ... method SaveTo (line 285) | public static void SaveTo(this ITransformer transformer, IHostEnvironm... method LoadFromLegacy (line 288) | public static ITransformer LoadFromLegacy(IHostEnvironment env, Stream... class TransformerChain (line 275) | internal static class TransformerChain method GetVersionInfo (line 68) | private static VersionInfo GetVersionInfo() method TransformerChain (line 84) | public TransformerChain(IEnumerable transformers, IEnume... method TransformerChain (line 102) | public TransformerChain(params ITransformer[] transformers) method GetOutputSchema (line 121) | public DataViewSchema GetOutputSchema(DataViewSchema inputSchema) method GetOutputSchema (line 127) | public DataViewSchema GetOutputSchema(DataViewSchema inputSchema, Tran... method Transform (line 139) | public IDataView Transform(IDataView input) method Transform (line 145) | public IDataView Transform(IDataView input, TransformerScope scope) method GetModelFor (line 165) | public TransformerChain GetModelFor(TransformerScope sco... method Append (line 180) | public TransformerChain Append(TNewLast transforme... method Save (line 187) | void ICanSaveModel.Save(ModelSaveContext ctx) method TransformerChain (line 205) | internal TransformerChain(IHostEnvironment env, ModelLoadContext ctx) method SaveTo (line 222) | [BestFriend] method GetEnumerator (line 236) | public IEnumerator GetEnumerator() => ((IEnumerable GetEnumerator(); method GetRowToRowMapper (line 240) | IRowToRowMapper ITransformer.GetRowToRowMapper(DataViewSchema inputSch... method Dispose (line 259) | public void Dispose() method Create (line 279) | private static TransformerChain Create(IHostEnvironment ... method SaveTo (line 285) | public static void SaveTo(this ITransformer transformer, IHostEnvironm... method LoadFromLegacy (line 288) | public static ITransformer LoadFromLegacy(IHostEnvironment env, Stream... FILE: src/Microsoft.ML.Data/DataLoadSave/Transpose/TransposeLoader.cs class TransposeLoader (line 33) | [BestFriend] class Arguments (line 36) | public sealed class Arguments type Header (line 42) | [StructLayout(LayoutKind.Explicit, Size = HeaderSize)] method VersionToString (line 69) | internal static string VersionToString(ulong v) class SubIdvEntry (line 129) | private abstract class SubIdvEntry method SubIdvEntry (line 150) | private SubIdvEntry(TransposeLoader parent, BinaryReader reader) method SubIdvEntry (line 166) | private SubIdvEntry(TransposeLoader parent) method GetViewOrNull (line 177) | public IDataView GetViewOrNull() method VerifyView (line 207) | protected abstract void VerifyView(IDataView view); class SchemaSubIdv (line 216) | public sealed class SchemaSubIdv : SubIdvEntry method GetView (line 218) | public IDataView GetView() method SchemaSubIdv (line 227) | public SchemaSubIdv(TransposeLoader parent, BinaryReader reader) method SchemaSubIdv (line 235) | public SchemaSubIdv(TransposeLoader parent, IDataView view) method VerifyView (line 241) | protected override void VerifyView(IDataView view) class TransposedSubIdv (line 264) | public sealed class TransposedSubIdv : SubIdvEntry method TransposedSubIdv (line 268) | public TransposedSubIdv(TransposeLoader parent, BinaryReader reade... method TransposedSubIdv (line 285) | public TransposedSubIdv(TransposeLoader parent, int col) method VerifyView (line 291) | protected override void VerifyView(IDataView view) method GetVersionInfo (line 352) | private static VersionInfo GetVersionInfo() method TransposeLoader (line 395) | public TransposeLoader(IHostEnvironment env, Arguments args, IMultiStr... method TransposeLoader (line 425) | private TransposeLoader(IHost host, ModelLoadContext ctx, IMultiStream... method TransposeLoader (line 458) | private TransposeLoader(IHost host, ModelLoadContext ctx, IDataView sc... method Create (line 485) | public static TransposeLoader Create(IHostEnvironment env, ModelLoadCo... method Save (line 518) | void ICanSaveModel.Save(ModelSaveContext ctx) method SaveSchema (line 538) | private static void SaveSchema(IHostEnvironment env, ModelSaveContext ... method InitHeader (line 557) | private unsafe Header InitHeader(BinaryReader reader) method GetSlotType (line 611) | VectorDataViewType ITransposeDataView.GetSlotType(int col) method GetRowCount (line 617) | public long? GetRowCount() method GetRowCursor (line 622) | public DataViewRowCursor GetRowCursor(IEnumerable(DataViewRowCursor inputCursor) class SlotCursor (line 670) | private sealed class SlotCursor : SlotCursor method SlotCursor (line 676) | public SlotCursor(TransposeLoader parent, DataViewRowCursor cursor) method GetSlotType (line 689) | public override VectorDataViewType GetSlotType() method GetGetter (line 692) | public override ValueGetter> GetGetter() method MoveNext (line 701) | public override bool MoveNext() method EnsureAndGetTransposer (line 718) | private Transposer EnsureAndGetTransposer(int col) class Cursor (line 746) | private sealed class Cursor : RootCursorBase method Cursor (line 759) | public Cursor(TransposeLoader parent, IEnumerable(int col) method InitVec (line 831) | private void InitVec(int col) method GetIdGetter (line 844) | public override ValueGetter GetIdGetter() method MoveNextCore (line 854) | protected override bool MoveNextCore() method IsColumnActive (line 869) | public override bool IsColumnActive(DataViewSchema.Column column) method GetGetter (line 882) | public override ValueGetter GetGetter(DataViewSchema... FILE: src/Microsoft.ML.Data/DataLoadSave/Transpose/TransposeSaver.cs class TransposeSaver (line 27) | [BestFriend] class Arguments (line 30) | public sealed class Arguments method TransposeSaver (line 54) | public TransposeSaver(IHostEnvironment env, Arguments args) method IsColumnSavable (line 65) | public bool IsColumnSavable(DataViewType type) method SaveData (line 82) | public void SaveData(Stream stream, IDataView data, params int[] cols) method SaveTransposedData (line 100) | private void SaveTransposedData(IChannel ch, Stream stream, ITranspose... FILE: src/Microsoft.ML.Data/DataLoadSave/TrivialEstimator.cs class TrivialEstimator (line 16) | public abstract class TrivialEstimator : IEstimator : IDataLo... method TrivialLoaderEstimator (line 15) | public TrivialLoaderEstimator(TLoader loader) method Fit (line 20) | public TLoader Fit(TSource input) => Loader; method GetOutputSchema (line 22) | public SchemaShape GetOutputSchema() => SchemaShape.Create(Loader.GetO... FILE: src/Microsoft.ML.Data/DataView/AppendRowsDataView.cs class AppendRowsDataView (line 30) | [BestFriend] method Create (line 56) | public static IDataView Create(IHostEnvironment env, DataViewSchema sc... method AppendRowsDataView (line 68) | private AppendRowsDataView(IHostEnvironment env, DataViewSchema schema... method CheckSchemaConsistency (line 104) | private void CheckSchemaConsistency() method GetRowCount (line 129) | public long? GetRowCount() method GetRowCursor (line 147) | public DataViewRowCursor GetRowCursor(IEnumerable CreateTypedGetter(int... method GetGetter (line 189) | public sealed override ValueGetter GetGetter(DataVie... method IsColumnActive (line 204) | public sealed override bool IsColumnActive(DataViewSchema.Column col... class Cursor (line 214) | private sealed class Cursor : CursorBase method Cursor (line 221) | public Cursor(AppendRowsDataView parent, IEnumerable GetIdGetter() method CreateTypedGetter (line 246) | protected override ValueGetter CreateTypedGetter(int... method MoveNextCore (line 267) | protected override bool MoveNextCore() method Dispose (line 286) | protected override void Dispose(bool disposing) class RandCursor (line 305) | private sealed class RandCursor : CursorBase method RandCursor (line 313) | public RandCursor(AppendRowsDataView parent, IEnumerable GetIdGetter() method CreateTypedGetter (line 348) | protected override ValueGetter CreateTypedGetter(int... method MoveNextCore (line 365) | protected override bool MoveNextCore() method Dispose (line 378) | protected override void Dispose(bool disposing) class MultinomialWithoutReplacementSampler (line 400) | private sealed class MultinomialWithoutReplacementSampler method MultinomialWithoutReplacementSampler (line 417) | public MultinomialWithoutReplacementSampler(IExceptionContext contex... method GenerateNextBatch (line 433) | private void GenerateNextBatch() method Next (line 459) | public int Next() FILE: src/Microsoft.ML.Data/DataView/ArrayDataViewBuilder.cs class ArrayDataViewBuilder (line 17) | [BestFriend] method ArrayDataViewBuilder (line 36) | public ArrayDataViewBuilder(IHostEnvironment env) method CheckLength (line 51) | private void CheckLength(string name, T[] values) method AddColumn (line 67) | public void AddColumn(string name, PrimitiveDataViewType type, para... method AddColumn (line 83) | public void AddColumn(string name, ValueGetter(string name, ValueGetter(string name, PrimitiveDataViewType itemType, ... method AddColumn (line 122) | public void AddColumn(string name, ValueGetter(string name, PrimitiveDataViewType itemType, ... method AddColumn (line 147) | public void AddColumn(string name, PrimitiveDataViewType itemType, ... method AddColumn (line 158) | public void AddColumn(string name, ValueGetter GetIdGetter() method IsColumnActive (line 310) | public override bool IsColumnActive(DataViewSchema.Column column) method GetGetter (line 323) | public override ValueGetter GetGetter(DataViewSche... method MoveNextCore (line 342) | protected override bool MoveNextCore() method MappedIndex (line 348) | private int MappedIndex() class Column (line 361) | private abstract class Column method Column (line 367) | public Column(DataViewType type) method CopyOut (line 378) | public abstract void CopyOut(int index, ref TOut value); method Column (line 380) | public Column(DataViewType type) method Column (line 393) | public Column(DataViewType type, TIn[] values) method CopyOut (line 405) | protected abstract void CopyOut(in TIn src, ref TOut dst); method CopyOut (line 411) | public override void CopyOut(int index, ref TOut value) class Column (line 373) | private abstract class Column : Column method Column (line 367) | public Column(DataViewType type) method CopyOut (line 378) | public abstract void CopyOut(int index, ref TOut value); method Column (line 380) | public Column(DataViewType type) method Column (line 393) | public Column(DataViewType type, TIn[] values) method CopyOut (line 405) | protected abstract void CopyOut(in TIn src, ref TOut dst); method CopyOut (line 411) | public override void CopyOut(int index, ref TOut value) class Column (line 387) | private abstract class Column : Column method Column (line 367) | public Column(DataViewType type) method CopyOut (line 378) | public abstract void CopyOut(int index, ref TOut value); method Column (line 380) | public Column(DataViewType type) method Column (line 393) | public Column(DataViewType type, TIn[] values) method CopyOut (line 405) | protected abstract void CopyOut(in TIn src, ref TOut dst); method CopyOut (line 411) | public override void CopyOut(int index, ref TOut value) class AssignmentColumn (line 422) | private sealed class AssignmentColumn : Column method AssignmentColumn (line 424) | public AssignmentColumn(PrimitiveDataViewType type, T[] values) method CopyOut (line 429) | protected override void CopyOut(in T src, ref T dst) class StringToTextColumn (line 438) | private sealed class StringToTextColumn : Column : Column : VectorColumn, T> method VBufferColumn (line 489) | public VBufferColumn(PrimitiveDataViewType itemType, VBuffer[] va... method CopyOut (line 494) | protected override void CopyOut(in VBuffer src, ref VBuffer dst) class ArrayToVBufferColumn (line 500) | private sealed class ArrayToVBufferColumn : VectorColumn method ArrayToVBufferColumn (line 502) | public ArrayToVBufferColumn(PrimitiveDataViewType itemType, T[][] va... method CopyOut (line 507) | protected override void CopyOut(in T[] src, ref VBuffer dst) class ArrayToSparseVBufferColumn (line 513) | private sealed class ArrayToSparseVBufferColumn : VectorColumn method ArrayToSparseVBufferColumn (line 517) | public ArrayToSparseVBufferColumn(PrimitiveDataViewType itemType, Co... method CopyOut (line 523) | protected override void CopyOut(in T[] src, ref VBuffer dst) FILE: src/Microsoft.ML.Data/DataView/BatchDataViewMapperBase.cs class BatchDataViewMapperBase (line 12) | internal abstract class BatchDataViewMapperBase : IDataView method BatchDataViewMapperBase (line 21) | protected BatchDataViewMapperBase(IHostEnvironment env, string registr... method GetRowCount (line 28) | public long? GetRowCount() => _source.GetRowCount(); method GetRowCursor (line 30) | public DataViewRowCursor GetRowCursor(IEnumerable GetLastInBatchDelegate(DataViewRowCursor... method GetIsNewBatchDelegate (line 68) | protected abstract Func GetIsNewBatchDelegate(DataViewRowCursor ... method GetLookAheadGetter (line 69) | protected abstract ValueGetter GetLookAheadGetter(DataViewRowC... method CreateGetters (line 70) | protected abstract Delegate[] CreateGetters(DataViewRowCursor input, T... method GetSchemaBindingDependencies (line 71) | protected abstract Func GetSchemaBindingDependencies(Func parent, DataVi... method GetGetter (line 109) | public override ValueGetter GetGetter(DataViewSchema... method GetIdGetter (line 130) | public override ValueGetter GetIdGetter() method IsColumnActive (line 140) | public override bool IsColumnActive(DataViewSchema.Column column) method MoveNextCore (line 146) | protected override bool MoveNextCore() FILE: src/Microsoft.ML.Data/DataView/CacheDataView.cs class CacheDataView (line 26) | [BestFriend] method CacheDataView (line 79) | public CacheDataView(IHostEnvironment env, IDataView input, int[] pref... method SelectCachableColumns (line 112) | private static IDataView SelectCachableColumns(IDataView data, IHostEn... method MapInputToCacheColumnIndex (line 182) | public int MapInputToCacheColumnIndex(int inputIndex) method GetRowCount (line 198) | public long? GetRowCount() method GetRowCursor (line 209) | public DataViewRowCursor GetRowCursor(IEnumerable(TWaiter wait... method GetRowCursorSet (line 255) | public DataViewRowCursor[] GetRowCursorSet(IEnumerable(TWaiter... method CreateCursor (line 293) | private DataViewRowCursor CreateCursor(Func predica... method GetSeeker (line 300) | public RowSeeker GetSeeker(Func predicate) method GetSeeker (line 313) | private RowSeeker GetSeeker(Func predicate, TWaite... method KickoffFiller (line 327) | private void KickoffFiller(int[] columns) method Filler (line 382) | private void Filler(DataViewRowCursor cursor, ColumnCache[] caches, Or... method Wait (line 444) | internal void Wait() class RowCursor (line 452) | private sealed class RowCursor : RowCursorSeekerBase method RowCursor (line 460) | public RowCursor(CacheDataView parent, Func predicate, TI... method GetIdGetter (line 466) | public override ValueGetter GetIdGetter() => _index.G... method MoveNext (line 468) | public override bool MoveNext() method DisposeCore (line 485) | protected override void DisposeCore() method CreateGetterDelegateCore (line 490) | protected override ValueGetter CreateGetterDelegateCore : RowSeeker method RowSeeker (line 506) | public RowSeeker(RowSeekerCore toWrap) method GetGetter (line 523) | public override ValueGetter GetGetter(DataViewSchema... method GetIdGetter (line 524) | public override ValueGetter GetIdGetter() => _interna... method IsColumnActive (line 529) | public override bool IsColumnActive(DataViewSchema.Column column) =>... method MoveTo (line 530) | public override bool MoveTo(long rowIndex) => _internal.MoveTo(rowIn... class RowSeekerCore (line 533) | private sealed class RowSeekerCore : RowCursorSeekerBase method GetIdGetter (line 540) | public override ValueGetter GetIdGetter() method RowSeekerCore (line 550) | public RowSeekerCore(CacheDataView parent, Func predicate... method MoveTo (line 556) | public bool MoveTo(long rowIndex) method DisposeCore (line 570) | protected override void DisposeCore() method CreateGetterDelegateCore (line 574) | protected override ValueGetter CreateGetterDelegateCore throw Ch.ExceptNotSupp(); type IWaiter (line 582) | private interface IWaiter method Wait (line 598) | bool Wait(long pos); class TrivialWaiter (line 606) | private sealed class TrivialWaiter : IWaiter method TrivialWaiter (line 610) | private TrivialWaiter(CacheDataView parent) method Wait (line 617) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Create (line 624) | public static Wrapper Create(CacheDataView parent) type Wrapper (line 629) | public readonly struct Wrapper : IWaiter method Wrapper (line 633) | public Wrapper(TrivialWaiter waiter) method Wait (line 639) | public bool Wait(long pos) { return _waiter.Wait(pos); } class WaiterWaiter (line 647) | private sealed class WaiterWaiter : IWaiter method WaiterWaiter (line 657) | private WaiterWaiter(CacheDataView parent, Func pred) method Wait (line 686) | public bool Wait(long pos) method Create (line 695) | public static Wrapper Create(CacheDataView parent, Func p... type Wrapper (line 700) | public readonly struct Wrapper : IWaiter method Wrapper (line 706) | public Wrapper(WaiterWaiter waiter) method Wait (line 712) | public bool Wait(long pos) => _waiter.Wait(pos); type IIndex (line 721) | private interface IIndex method GetIndex (line 729) | long GetIndex(); method GetIdGetter (line 735) | ValueGetter GetIdGetter(); method MoveNext (line 743) | bool MoveNext(); class SequenceIndex (line 750) | private sealed class SequenceIndex : IIndex method SequenceIndex (line 759) | private SequenceIndex(TWaiter waiter) method GetIndex (line 765) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method GetIdGetter (line 772) | public ValueGetter GetIdGetter() method MoveNext (line 782) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Create (line 792) | public static Wrapper Create(TWaiter waiter) type Wrapper (line 797) | public readonly struct Wrapper : IIndex method Wrapper (line 801) | public Wrapper(SequenceIndex index) method GetIndex (line 808) | public long GetIndex() => _index.GetIndex(); method GetIdGetter (line 809) | public ValueGetter GetIdGetter() => _index.GetIdGet... method MoveNext (line 810) | public bool MoveNext() => _index.MoveNext(); class RandomIndex (line 814) | private sealed class RandomIndex : IIndex method RandomIndex (line 823) | private RandomIndex(TWaiter waiter, int[] perm) method GetIndex (line 831) | public long GetIndex() method GetIdGetter (line 837) | public ValueGetter GetIdGetter() method MoveNext (line 847) | public bool MoveNext() method Create (line 863) | public static Wrapper Create(TWaiter waiter, int[] perm) type Wrapper (line 868) | public readonly struct Wrapper : IIndex method Wrapper (line 872) | public Wrapper(RandomIndex index) method GetIndex (line 879) | public long GetIndex() => _index.GetIndex(); method GetIdGetter (line 880) | public ValueGetter GetIdGetter() => _index.GetIdGet... method MoveNext (line 881) | public bool MoveNext() => _index.MoveNext(); class JobScheduler (line 914) | private sealed class JobScheduler method JobScheduler (line 920) | public JobScheduler(int workersCount) method GetAvailableJob (line 926) | public long GetAvailableJob(long completedJob) class BlockSequenceIndex (line 941) | private sealed class BlockSequenceIndex : IIndex method BlockSequenceIndex (line 957) | private BlockSequenceIndex(TWaiter waiter, JobScheduler scheduler) method GetIndex (line 967) | public long GetIndex() method GetIdGetter (line 973) | public ValueGetter GetIdGetter() method MoveNext (line 983) | public bool MoveNext() method Create (line 1020) | public static Wrapper Create(TWaiter waiter, JobScheduler scheduler) type Wrapper (line 1025) | public readonly struct Wrapper : IIndex method Wrapper (line 1029) | public Wrapper(BlockSequenceIndex index) method GetIndex (line 1036) | public long GetIndex() => _index.GetIndex(); method GetIdGetter (line 1037) | public ValueGetter GetIdGetter() => _index.GetIdGet... method MoveNext (line 1038) | public bool MoveNext() => _index.MoveNext(); class BlockRandomIndex (line 1047) | private sealed class BlockRandomIndex : IIndex method BlockRandomIndex (line 1062) | private BlockRandomIndex(TWaiter waiter, JobScheduler scheduler, int... method GetIndex (line 1073) | public long GetIndex() method GetIdGetter (line 1079) | public ValueGetter GetIdGetter() method MoveNext (line 1089) | public bool MoveNext() method Create (line 1115) | public static Wrapper Create(TWaiter waiter, JobScheduler scheduler,... type Wrapper (line 1120) | public readonly struct Wrapper : IIndex method Wrapper (line 1124) | public Wrapper(BlockRandomIndex index) method GetIndex (line 1131) | public long GetIndex() => _index.GetIndex(); method GetIdGetter (line 1132) | public ValueGetter GetIdGetter() => _index.GetIdGet... method MoveNext (line 1133) | public bool MoveNext() => _index.MoveNext(); class RowCursorSeekerBase (line 1137) | private abstract class RowCursorSeekerBase : DataViewRowCursor method RowCursorSeekerBase (line 1155) | protected RowCursorSeekerBase(CacheDataView parent, Func ... method IsColumnActive (line 1184) | public sealed override bool IsColumnActive(DataViewSchema.Column col... method Dispose (line 1190) | protected sealed override void Dispose(bool disposing) method GetGetter (line 1204) | public sealed override ValueGetter GetGetter(DataVie... method CreateGetterDelegate (line 1217) | private Delegate CreateGetterDelegate(int col) method CreateGetterDelegate (line 1224) | private Delegate CreateGetterDelegate(int col) method CreateGetterDelegateCore (line 1234) | protected abstract ValueGetter CreateGetterDelegateCore : ColumnCache> method ImplVec (line 1347) | public ImplVec(CacheDataView parent, DataViewRowCursor input, int ... method CacheCurrent (line 1358) | public override void CacheCurrent() method Fetch (line 1385) | public override void Fetch(int idx, ref VBuffer value) method Freeze (line 1411) | public override void Freeze() class ImplOne (line 1424) | private sealed class ImplOne : ColumnCache method ImplOne (line 1430) | public ImplOne(CacheDataView parent, DataViewRowCursor input, int ... method CacheCurrent (line 1438) | public override void CacheCurrent() method Fetch (line 1448) | public override void Fetch(int idx, ref T value) method Freeze (line 1454) | public override void Freeze() method ColumnCache (line 1465) | public ColumnCache(CacheDataView parent, DataViewRowCursor input, in... method Fetch (line 1478) | public abstract void Fetch(int idx, ref T value); class ColumnCache (line 1463) | private abstract class ColumnCache : ColumnCache method ColumnCache (line 1263) | protected ColumnCache(IExceptionContext ctx, OrderedWaiter waiter) method Create (line 1279) | public static ColumnCache Create(CacheDataView parent, DataViewRowCu... method CacheCurrent (line 1310) | public abstract void CacheCurrent(); method Freeze (line 1316) | public virtual void Freeze() class ImplVec (line 1321) | private sealed class ImplVec : ColumnCache> method ImplVec (line 1347) | public ImplVec(CacheDataView parent, DataViewRowCursor input, int ... method CacheCurrent (line 1358) | public override void CacheCurrent() method Fetch (line 1385) | public override void Fetch(int idx, ref VBuffer value) method Freeze (line 1411) | public override void Freeze() class ImplOne (line 1424) | private sealed class ImplOne : ColumnCache method ImplOne (line 1430) | public ImplOne(CacheDataView parent, DataViewRowCursor input, int ... method CacheCurrent (line 1438) | public override void CacheCurrent() method Fetch (line 1448) | public override void Fetch(int idx, ref T value) method Freeze (line 1454) | public override void Freeze() method ColumnCache (line 1465) | public ColumnCache(CacheDataView parent, DataViewRowCursor input, in... method Fetch (line 1478) | public abstract void Fetch(int idx, ref T value); FILE: src/Microsoft.ML.Data/DataView/CompositeRowToRowMapper.cs class CompositeRowToRowMapper (line 16) | [BestFriend] method CompositeRowToRowMapper (line 32) | public CompositeRowToRowMapper(DataViewSchema inputSchema, IRowToRowMa... method GetDependencies (line 44) | IEnumerable IRowToRowMapper.GetDependencies(IEn... method GetRow (line 52) | DataViewRow IRowToRowMapper.GetRow(DataViewRow input, IEnumerable pred) method GetGetter (line 113) | public override ValueGetter GetGetter(DataViewSchema... method GetIdGetter (line 114) | public override ValueGetter GetIdGetter() => _row.Get... method IsColumnActive (line 119) | public override bool IsColumnActive(DataViewSchema.Column column) =>... method Dispose (line 125) | public void Dispose() FILE: src/Microsoft.ML.Data/DataView/DataViewConstructionUtils.cs class DataViewConstructionUtils (line 19) | [BestFriend] method CreateFromList (line 25) | public static IDataView CreateFromList(IHostEnvironment env, ILi... method CreateFromEnumerable (line 38) | public static StreamingDataView CreateFromEnumerable(IHost... method CreateFromEnumerable (line 51) | public static StreamingDataView CreateFromEnumerable(IHost... method GetSchemaDefinition (line 62) | internal static SchemaDefinition GetSchemaDefinition(IHostEnviro... method GetInternalSchemaDefinition (line 94) | private static InternalSchemaDefinition GetInternalSchemaDefinition(string kind, DataVi... method CreateInputRow (line 109) | public static InputRow CreateInputRow(IHostEnvironment env... method LoadPipeWithPredictor (line 121) | public static IDataView LoadPipeWithPredictor(IHostEnvironment env, St... class InputRow (line 139) | public sealed class InputRow : InputRowBase method InputRow (line 147) | public InputRow(IHostEnvironment env, InternalSchemaDefinition schem... method MakePeeks (line 153) | private static Delegate[] MakePeeks(InternalSchemaDefinition schemaDef) method ExtractValues (line 166) | public void ExtractValues(TRow row) method GetIdGetter (line 173) | public override ValueGetter GetIdGetter() method IdGetter (line 178) | private void IdGetter(ref DataViewRowId val) => val = new DataViewRo... method GetCurrentRowObject (line 180) | protected override TRow GetCurrentRowObject() class InputRowBase (line 192) | public abstract class InputRowBase : DataViewRow method InputRowBase (line 215) | public InputRowBase(IHostEnvironment env, DataViewSchema schema, Int... method CreateGetter (line 234) | private Delegate CreateGetter(DataViewType colType, InternalSchemaDe... method CreateConvertingArrayGetterDelegate (line 308) | private Delegate CreateConvertingArrayGetterDelegate(Del... method CreateConvertingGetterDelegate (line 324) | private Delegate CreateConvertingGetterDelegate(Delegate... method CreateDirectArrayGetterDelegate (line 336) | private Delegate CreateDirectArrayGetterDelegate(Delegate peek... method CreateDirectVBufferGetterDelegate (line 352) | private Delegate CreateDirectVBufferGetterDelegate(Delegate pe... method CreateDirectGetterDelegate (line 367) | private Delegate CreateDirectGetterDelegate(Delegate peekDel) method CreateKeyGetterDelegate (line 375) | private Delegate CreateKeyGetterDelegate(Delegate peekDel, Dat... method GetCurrentRowObject (line 405) | protected abstract TRow GetCurrentRowObject(); method IsColumnActive (line 410) | public override bool IsColumnActive(DataViewSchema.Column column) method CheckColumnInRange (line 416) | private void CheckColumnInRange(int columnIndex) method GetGetter (line 429) | public override ValueGetter GetGetter(DataViewSchema... class DataViewBase (line 447) | public abstract class DataViewBase : IDataView method DataViewBase (line 462) | protected DataViewBase(IHostEnvironment env, string name, InternalSc... method GetRowCount (line 482) | public abstract long? GetRowCount(); method GetRowCursor (line 484) | public abstract DataViewRowCursor GetRowCursor(IEnumerable _toWrap = toWrap; method Dispose (line 501) | protected override void Dispose(bool disposing) method GetGetter (line 514) | public override ValueGetter GetGetter(DataViewSche... method GetIdGetter (line 517) | public override ValueGetter GetIdGetter() => _toWra... method IsColumnActive (line 522) | public override bool IsColumnActive(DataViewSchema.Column column) ... method MoveNext (line 523) | public override bool MoveNext() => _toWrap.MoveNext(); class DataViewCursorBase (line 526) | public abstract class DataViewCursorBase : InputRowBase method DataViewCursorBase (line 542) | protected DataViewCursorBase(IHostEnvironment env, DataViewBase : DataViewBase method ListDataView (line 606) | public ListDataView(IHostEnvironment env, IList data, Internal... method GetRowCount (line 615) | public override long? GetRowCount() method GetRowCursor (line 620) | public override DataViewRowCursor GetRowCursor(IEnumerable GetIdGetter() method GetCurrentRowObject (line 668) | protected override TRow GetCurrentRowObject() method MoveNextCore (line 674) | protected override bool MoveNextCore() class StreamingDataView (line 686) | internal sealed class StreamingDataView : DataViewBase method StreamingDataView (line 691) | public StreamingDataView(IHostEnvironment env, IEnumerable dat... method GetRowCount (line 700) | public override long? GetRowCount() method GetRowCursor (line 703) | public override DataViewRowCursor GetRowCursor(IEnumerable dataVi... method GetIdGetter (line 721) | public override ValueGetter GetIdGetter() method GetCurrentRowObject (line 731) | protected override TRow GetCurrentRowObject() method MoveNextCore (line 736) | protected override bool MoveNextCore() class SingleRowLoopDataView (line 752) | public sealed class SingleRowLoopDataView : DataViewBase method SingleRowLoopDataView (line 757) | public SingleRowLoopDataView(IHostEnvironment env, InternalSchemaDef... method GetRowCount (line 764) | public override long? GetRowCount() => null; method SetCurrentRowObject (line 766) | public void SetCurrentRowObject(TRow value) method GetRowCursor (line 772) | public override DataViewRowCursor GetRowCursor(IEnumerable da... method GetIdGetter (line 789) | public override ValueGetter GetIdGetter() method GetCurrentRowObject (line 799) | protected override TRow GetCurrentRowObject() => _currentRow; method MoveNextCore (line 801) | protected override bool MoveNextCore() => true; method GetSchemaColumns (line 805) | [BestFriend] class AnnotationInfo (line 826) | internal abstract partial class AnnotationInfo method GetGetter (line 838) | public abstract ValueGetter GetGetter(); method GetGetterDelegate (line 840) | internal abstract Delegate GetGetterDelegate(); method AnnotationInfo (line 842) | private protected AnnotationInfo(string kind, DataViewType annotationT... method AnnotationInfo (line 875) | public AnnotationInfo(string kind, T value, DataViewType annotationTyp... method GetGetter (line 912) | public override ValueGetter GetGetter() method GetGetterCore (line 969) | private Delegate GetGetterCore() method GetGetterDelegate (line 974) | internal override Delegate GetGetterDelegate() method GetStringArray (line 979) | private void GetStringArray(ref VBuffer> dst) method GetArrayGetter (line 991) | private ValueGetter> GetArrayGetter() method GetVBufferGetter (line 1004) | private ValueGetter> GetVBufferGetter() method GetString (line 1010) | private void GetString(ref ReadOnlyMemory dst) method GetDirectValue (line 1015) | private void GetDirectValue(ref TDst dst) class AnnotationInfo (line 855) | internal sealed class AnnotationInfo : AnnotationInfo method GetGetter (line 838) | public abstract ValueGetter GetGetter(); method GetGetterDelegate (line 840) | internal abstract Delegate GetGetterDelegate(); method AnnotationInfo (line 842) | private protected AnnotationInfo(string kind, DataViewType annotationT... method AnnotationInfo (line 875) | public AnnotationInfo(string kind, T value, DataViewType annotationTyp... method GetGetter (line 912) | public override ValueGetter GetGetter() method GetGetterCore (line 969) | private Delegate GetGetterCore() method GetGetterDelegate (line 974) | internal override Delegate GetGetterDelegate() method GetStringArray (line 979) | private void GetStringArray(ref VBuffer> dst) method GetArrayGetter (line 991) | private ValueGetter> GetArrayGetter() method GetVBufferGetter (line 1004) | private ValueGetter> GetVBufferGetter() method GetString (line 1010) | private void GetString(ref ReadOnlyMemory dst) method GetDirectValue (line 1015) | private void GetDirectValue(ref TDst dst) FILE: src/Microsoft.ML.Data/DataView/DataViewExtensions.cs class DataViewExtensions (line 10) | [BestFriend] method GetRowCursor (line 21) | public static DataViewRowCursor GetRowCursor(this IDataView dv, params... method GetRowCursor (line 39) | public static DataViewRowCursor GetRowCursor(this IDataView dv, DataVi... method GetRowCursor (line 50) | public static DataViewRowCursor GetRowCursor(this IDataView dv) => dv.... method GetRowCursorForAllColumns (line 55) | public static DataViewRowCursor GetRowCursorForAllColumns(this IDataVi... method GetRow (line 64) | public static DataViewRow GetRow(this IRowToRowMapper rowMapper, DataV... FILE: src/Microsoft.ML.Data/DataView/EmptyDataView.cs class EmptyDataView (line 15) | [BestFriend] method EmptyDataView (line 23) | public EmptyDataView(IHostEnvironment env, DataViewSchema schema) method GetRowCount (line 31) | public long? GetRowCount() => 0; method GetRowCursor (line 33) | public DataViewRowCursor GetRowCursor(IEnumerable GetIdGetter() method MoveNextCore (line 65) | protected override bool MoveNextCore() => false; method IsColumnActive (line 70) | public override bool IsColumnActive(DataViewSchema.Column column) =>... method GetGetter (line 79) | public override ValueGetter GetGetter(DataViewSchema... FILE: src/Microsoft.ML.Data/DataView/InternalSchemaDefinition.cs class InternalSchemaDefinition (line 17) | [BestFriend] class Column (line 22) | public class Column method Column (line 35) | public Column(string columnName, DataViewType columnType, MemberInfo... method Column (line 39) | public Column(string columnName, DataViewType columnType, MemberInfo... method Column (line 44) | public Column(string columnName, DataViewType columnType, Delegate g... method Column (line 48) | public Column(string columnName, DataViewType columnType, Delegate g... method Column (line 53) | private Column(string columnName, DataViewType columnType, MemberInf... method AssertRep (line 91) | [Conditional("DEBUG")] method InternalSchemaDefinition (line 128) | private InternalSchemaDefinition(Column[] columns) method GetVectorAndItemType (line 144) | public static void GetVectorAndItemType(MemberInfo memberInfo, out boo... method GetMappedType (line 163) | public static void GetMappedType(Type rawType, out Type itemType, out ... method GetVectorAndItemType (line 194) | public static void GetVectorAndItemType(string name, Type rawType, IEn... method Create (line 205) | public static InternalSchemaDefinition Create(Type userType, SchemaDef... method Create (line 211) | public static InternalSchemaDefinition Create(Type userType, SchemaDef... FILE: src/Microsoft.ML.Data/DataView/LambdaColumnMapper.cs class LambdaColumnMapper (line 16) | [BestFriend] method Create (line 20) | public static IDataView Create(IHostEnvironment env, strin... method CreateImpl (line 83) | private static Impl CreateImpl( class Column (line 91) | private sealed class Column : OneToOneColumn method Column (line 93) | public Column(string src, string dst) class Impl (line 100) | private sealed class Impl : OneToOneTransformBase method Impl (line 106) | public Impl(IHostEnvironment env, string name, IDataView input, OneT... method SaveModel (line 142) | private protected override void SaveModel(ModelSaveContext ctx) method GetColumnTypeCore (line 148) | protected override DataViewType GetColumnTypeCore(int iinfo) method GetGetterCore (line 154) | protected override Delegate GetGetterCore(IChannel ch, DataViewRow i... FILE: src/Microsoft.ML.Data/DataView/LambdaFilter.cs class LambdaFilter (line 18) | internal static class LambdaFilter method Create (line 20) | public static IDataView Create(IHostEnvironment env, string name... method CreateImpl (line 72) | private static Impl CreateImpl( class Impl (line 79) | private sealed class Impl : FilterBase method Impl (line 85) | public Impl(IHostEnvironment env, string name, IDataView input, method SaveModel (line 98) | private protected override void SaveModel(ModelSaveContext ctx) method ShouldUseParallelCursors (line 104) | protected override bool? ShouldUseParallelCursors(Func pr... method GetRowCursorCore (line 111) | protected override DataViewRowCursor GetRowCursorCore(IEnumerable GetActive(Func predicate, out boo... class Cursor (line 155) | private sealed class Cursor : LinkedRowFilterCursorBase method Cursor (line 161) | public Cursor(Impl parent, DataViewRowCursor input, bool[]... method Accept (line 184) | protected override bool Accept() FILE: src/Microsoft.ML.Data/DataView/OpaqueDataView.cs class OpaqueDataView (line 14) | [BestFriend] method OpaqueDataView (line 21) | public OpaqueDataView(IDataView source) method GetRowCount (line 26) | public long? GetRowCount() => _source.GetRowCount(); method GetRowCursor (line 28) | public DataViewRowCursor GetRowCursor(IEnumerable GetDependencies(Func activeOutput); method CreateGetters (line 43) | Delegate[] CreateGetters(DataViewRow input, Func activeOutp... method GetOutputColumns (line 48) | DataViewSchema.DetachedColumn[] GetOutputColumns(); method GetTransformer (line 56) | ITransformer GetTransformer(); class RowToRowMapperTransform (line 66) | [BestFriend] method GetVersionInfo (line 78) | private static VersionInfo GetVersionInfo() method CanSaveOnnx (line 91) | bool ICanSaveOnnx.CanSaveOnnx(OnnxContext ctx) => _mapper is ICanSaveO... method RowToRowMapperTransform (line 95) | public RowToRowMapperTransform(IHostEnvironment env, IDataView input, ... method GetOutputSchema (line 104) | public static DataViewSchema GetOutputSchema(DataViewSchema inputSchem... method RowToRowMapperTransform (line 111) | private RowToRowMapperTransform(IHost host, ModelLoadContext ctx, IDat... method Create (line 121) | public static RowToRowMapperTransform Create(IHostEnvironment env, Mod... method SaveModel (line 131) | private protected override void SaveModel(ModelSaveContext ctx) method GetActive (line 147) | private bool[] GetActive(Func predicate, out IEnumerable GetActiveOutputColumns(bool[] active) method ShouldUseParallelCursors (line 181) | protected override bool? ShouldUseParallelCursors(Func pred... method GetRowCursorCore (line 189) | protected override DataViewRowCursor GetRowCursorCore(IEnumerable IRowToRowMapper.GetDependencies(IEn... method GetRow (line 249) | DataViewRow IRowToRowMapper.GetRow(DataViewRow input, IEnumerable GetGetter(DataViewSchema... method IsColumnActive (line 348) | public override bool IsColumnActive(DataViewSchema.Column column) class Cursor (line 358) | private sealed class Cursor : SynchronizedCursorBase method Cursor (line 368) | public Cursor(IChannelProvider provider, DataViewRowCursor input, Ro... method IsColumnActive (line 380) | public override bool IsColumnActive(DataViewSchema.Column column) method GetGetter (line 393) | public override ValueGetter GetGetter(DataViewSchema... method Dispose (line 412) | protected override void Dispose(bool disposing) method GetTransformer (line 423) | internal ITransformer GetTransformer() FILE: src/Microsoft.ML.Data/DataView/SimpleRow.cs class SimpleRow (line 19) | [BestFriend] method SimpleRow (line 37) | public SimpleRow(DataViewSchema schema, DataViewRow input, Delegate[] ... method DisposeCore (line 49) | protected override void DisposeCore(bool disposing) method GetGetter (line 55) | public override ValueGetter GetGetter(DataViewSchema.C... method IsColumnActive (line 67) | public override bool IsColumnActive(DataViewSchema.Column column) FILE: src/Microsoft.ML.Data/DataView/Transposer.cs class Transposer (line 23) | [BestFriend] method Create (line 54) | public static Transposer Create(IHostEnvironment env, IDataView view, ... method Create (line 74) | public static Transposer Create(IHostEnvironment env, IDataView view, ... method Transposer (line 85) | private Transposer(IHost host, IDataView view, bool forceSave, int[] c... method Dispose (line 193) | public void Dispose() method CheckNamesAndGetIndices (line 203) | private static int[] CheckNamesAndGetIndices(IHost host, IDataView vie... method CheckIndices (line 219) | private static int[] CheckIndices(IHost host, IDataView view, int[] co... method GetSlotCursor (line 233) | public SlotCursor GetSlotCursor(int col) method GetSlotCursorCore (line 253) | private SlotCursor GetSlotCursorCore(int col) method GetSlotType (line 260) | VectorDataViewType ITransposeDataView.GetSlotType(int col) method GetRowCursor (line 287) | public DataViewRowCursor GetRowCursor(IEnumerable : SlotCursor.RootSlotCursor method SlotCursor (line 306) | protected SlotCursor(Transposer parent, int col) method GetGetter (line 314) | public override ValueGetter> GetGetter() method GetSlotType (line 325) | public override VectorDataViewType GetSlotType() method GetGetterCore (line 331) | protected abstract ValueGetter> GetGetterCore(); class SlotCursorOne (line 334) | private sealed class SlotCursorOne : SlotCursor method SlotCursorOne (line 341) | public SlotCursorOne(Transposer parent, int col) method MoveNextCore (line 366) | protected override bool MoveNextCore() method GetGetterCore (line 372) | protected override ValueGetter> GetGetterCore() class SlotCursorVec (line 418) | private sealed class SlotCursorVec : SlotCursor type ColumnBufferStorage (line 440) | private struct ColumnBufferStorage method ColumnBufferStorage (line 450) | public ColumnBufferStorage(VBuffer buffer, T[] values, int[] in... method SlotCursorVec (line 471) | public SlotCursorVec(Transposer parent, int col) method EnsureValid (line 510) | private void EnsureValid() method MoveNextCore (line 682) | protected override bool MoveNextCore() method Getter (line 695) | private void Getter(ref VBuffer dst) method GetGetterCore (line 703) | protected override ValueGetter> GetGetterCore() class DataViewSlicer (line 715) | private sealed class DataViewSlicer : IDataView method DataViewSlicer (line 739) | public DataViewSlicer(IHost host, IDataView input, int[] toSlice) method GetRowCount (line 796) | public long? GetRowCount() method InColToOutRange (line 811) | public void InColToOutRange(int incol, out int outMin, out int outLim) method OutputColumnToSplitterIndices (line 824) | private void OutputColumnToSplitterIndices(int col, out int splitInd... method GetRowCursor (line 831) | public DataViewRowCursor GetRowCursor(IEnumerable CreateInputPredicate(Func pred, o... class Splitter (line 894) | private abstract class Splitter method Splitter (line 911) | protected Splitter(IDataView view, int col) method Create (line 922) | public static Splitter Create(IDataView view, int col) method Bind (line 962) | public abstract DataViewRow Bind(DataViewRow row, Func ... method CreateCore (line 964) | private static Splitter CreateCore(IDataView view, int col) method CreateCore (line 969) | private static Splitter CreateCore(IDataView view, int col, int... class RowBase (line 974) | private abstract class RowBase : WrappingRow method RowBase (line 981) | public RowBase(TSplitter parent, DataViewRow input) class NoSplitter (line 996) | private sealed class NoSplitter : Splitter method NoSplitter (line 1008) | public NoSplitter(IDataView view, int col) method Bind (line 1022) | public override DataViewRow Bind(DataViewRow row, Func> method RowImpl (line 1035) | public RowImpl(NoSplitter parent, DataViewRow input, bool i... method IsColumnActive (line 1045) | public override bool IsColumnActive(DataViewSchema.Column column) method GetGetter (line 1058) | public override ValueGetter GetGetter(DataView... class ColumnSplitter (line 1070) | private sealed class ColumnSplitter : Splitter method ColumnSplitter (line 1091) | public ColumnSplitter(IDataView view, int col, int[] lims) method Bind (line 1116) | public override DataViewRow Bind(DataViewRow row, Func> method RowImpl (line 1140) | public RowImpl(ColumnSplitter parent, DataViewRow input, Fu... method IsColumnActive (line 1154) | public override bool IsColumnActive(DataViewSchema.Column column) method GetGetter (line 1167) | public override ValueGetter GetGetter(DataView... method CreateGetter (line 1179) | private ValueGetter> CreateGetter(int col) method EnsureValid (line 1222) | private void EnsureValid() class Cursor (line 1262) | private sealed class Cursor : SynchronizedCursorBase method Cursor (line 1269) | public Cursor(IChannelProvider provider, DataViewSlicer slicer, Da... method IsColumnActive (line 1298) | public override bool IsColumnActive(DataViewSchema.Column column) method GetGetter (line 1315) | public override ValueGetter GetGetter(DataViewSche... class TransposerUtils (line 1328) | internal static class TransposerUtils method GetSingleSlotValue (line 1340) | public static void GetSingleSlotValue(this ITransposeDataView view,... method GetGetterWithVectorType (line 1367) | public static ValueGetter GetGetterWithVectorType(this... method GetRowCursorShim (line 1394) | public static DataViewRowCursor GetRowCursorShim(IChannelProvider prov... method GetRowCursorShimCore (line 1402) | private static DataViewRowCursor GetRowCursorShimCore(IChannelProvi... class SlotDataView (line 1410) | public sealed class SlotDataView : IDataView method SlotDataView (line 1424) | public SlotDataView(IHostEnvironment env, ITransposeDataView data, i... method GetRowCount (line 1441) | public long? GetRowCount() method GetRowCursor (line 1449) | public DataViewRowCursor GetRowCursor(IEnumerable(bool active) method GetRowCursorSet (line 1460) | public DataViewRowCursor[] GetRowCursorSet(IEnumerable : RootCursorBase method Cursor (line 1475) | public Cursor(SlotDataView parent, bool active) method IsColumnActive (line 1487) | public override bool IsColumnActive(DataViewSchema.Column column) method GetGetter (line 1500) | public override ValueGetter GetGetter(DataViewSche... method GetIdGetter (line 1512) | public override ValueGetter GetIdGetter() => GetId; method GetId (line 1514) | private void GetId(ref DataViewRowId id) method MoveNextCore (line 1520) | protected override bool MoveNextCore() => _slotCursor.MoveNext(); class SlotRowCursorShim (line 1526) | private sealed class SlotRowCursorShim : RootCursorBase method SlotRowCursorShim (line 1534) | public SlotRowCursorShim(IChannelProvider provider, SlotCursor cursor) method IsColumnActive (line 1548) | public override bool IsColumnActive(DataViewSchema.Column column) method GetGetter (line 1561) | public override ValueGetter GetGetter(DataViewSchema... method GetIdGetter (line 1567) | public override ValueGetter GetIdGetter() => GetId; method GetId (line 1569) | private void GetId(ref DataViewRowId id) method MoveNextCore (line 1575) | protected override bool MoveNextCore() => _slotCursor.MoveNext(); FILE: src/Microsoft.ML.Data/DataView/TypedCursor.cs type IRowReadableAs (line 19) | [BestFriend] method FillValues (line 27) | void FillValues(TRow row); class RowCursor (line 35) | [BestFriend] method FillValues (line 39) | public abstract void FillValues(TRow row); type ICursorable (line 46) | [BestFriend] method GetCursor (line 53) | RowCursor GetCursor(); method GetRandomizedCursor (line 59) | RowCursor GetRandomizedCursor(int randomSeed); class TypedCursorable (line 67) | [BestFriend] method TypedCursorable (line 90) | private TypedCursorable(IHostEnvironment env, IDataView data, bool ign... method IsCompatibleType (line 141) | private static bool IsCompatibleType(DataViewType colType, MemberInfo ... method GetCursor (line 153) | public RowCursor GetCursor() method GetRandomizedCursor (line 162) | public RowCursor GetRandomizedCursor(int randomSeed) method GetRow (line 167) | public IRowReadableAs GetRow(DataViewRow input) method GetCursor (line 178) | public RowCursor GetCursor(Func additionalColumnsPred... method GetDependencies (line 191) | public Func GetDependencies(Func additionalColum... method GetCursorSet (line 203) | public RowCursor[] GetCursorSet(Func additionalColumn... method ValidateMemberInfo (line 220) | private static void ValidateMemberInfo(MemberInfo memberInfo, IDataVie... method ValidateUserType (line 258) | private static void ValidateUserType(SchemaDefinition schemaDefinition... method Create (line 312) | public static TypedCursorable Create(IHostEnvironment env, IData... class TypedRowBase (line 327) | private abstract class TypedRowBase : WrappingRow method TypedRowBase (line 334) | public TypedRowBase(TypedCursorable parent, DataViewRow input,... method DisposeCore (line 350) | protected override void DisposeCore(bool disposing) method GenerateSetter (line 356) | private Action GenerateSetter(DataViewRow input, int index, In... method CreateConvertingVBufferSetter (line 424) | private Action CreateConvertingVBufferSetter(DataV... method CreateDirectVBufferSetter (line 446) | private Action CreateDirectVBufferSetter(DataViewRow inp... method CreateConvertingActionSetter (line 484) | private static Action CreateConvertingActionSetter... method CreateDirectSetter (line 498) | private static Action CreateDirectSetter(DataViewRow inp... method CreateVBufferToVBufferSetter (line 513) | private Action CreateVBufferToVBufferSetter(DataViewRow ... method FillValues (line 529) | public virtual void FillValues(TRow row) method IsColumnActive (line 538) | public override bool IsColumnActive(DataViewSchema.Column column) method GetGetter (line 548) | public override ValueGetter GetGetter(DataViewSchema... class TypedRow (line 552) | private sealed class TypedRow : TypedRowBase method TypedRow (line 554) | public TypedRow(TypedCursorable parent, DataViewRow input) class RowImplementation (line 560) | private sealed class RowImplementation : IRowReadableAs method Dispose (line 565) | public void Dispose() method RowImplementation (line 573) | public RowImplementation(TypedRow row) => _row = row; method FillValues (line 578) | public void FillValues(TRow row) => _row.FillValues(row); method GetGetter (line 579) | public ValueGetter GetGetter(DataViewSchema.Column c... method GetIdGetter (line 582) | public ValueGetter GetIdGetter() => _row.GetIdGetter(); method IsColumnActive (line 583) | public bool IsColumnActive(int col) => _row.IsColumnActive(_row.Sche... class RowCursorImplementation (line 586) | private sealed class RowCursorImplementation : RowCursor method RowCursorImplementation (line 591) | public RowCursorImplementation(TypedCursor cursor) => _cursor = cursor; method Dispose (line 597) | protected override void Dispose(bool disposing) method FillValues (line 607) | public override void FillValues(TRow row) => _cursor.FillValues(row); method GetGetter (line 616) | public override ValueGetter GetGetter(DataViewSchema... method GetIdGetter (line 619) | public override ValueGetter GetIdGetter() => _cursor.... method IsColumnActive (line 624) | public override bool IsColumnActive(DataViewSchema.Column column) =>... method MoveNext (line 625) | public override bool MoveNext() => _cursor.MoveNext(); class TypedCursor (line 628) | private sealed class TypedCursor : TypedRowBase method TypedCursor (line 632) | public TypedCursor(TypedCursorable parent, DataViewRowCursor i... method FillValues (line 638) | public override void FillValues(TRow row) method MoveNext (line 644) | public bool MoveNext() => _input.MoveNext(); class CursoringUtils (line 651) | [BestFriend] method AsCursorable (line 663) | public static ICursorable AsCursorable(this IHostEnvironme... FILE: src/Microsoft.ML.Data/DataView/ZipBinding.cs class ZipBinding (line 15) | [BestFriend] method ZipBinding (line 25) | public ZipBinding(DataViewSchema[] sources) method GetInputPredicates (line 51) | public Func[] GetInputPredicates(Func predicate) method CheckColumnInRange (line 67) | public void CheckColumnInRange(int col) method GetColumnSource (line 72) | public void GetColumnSource(int col, out int srcIndex, out int srcCol) FILE: src/Microsoft.ML.Data/DataView/ZipDataView.cs class ZipDataView (line 17) | [BestFriend] method Create (line 32) | public static IDataView Create(IHostEnvironment env, IEnumerable GetIdGetter() method MoveNextCore (line 151) | protected override bool MoveNextCore() method IsColumnActive (line 167) | public override bool IsColumnActive(DataViewSchema.Column column) method GetGetter (line 180) | public override ValueGetter GetGetter(DataViewSchema... FILE: src/Microsoft.ML.Data/DebuggerExtensions.cs class DebuggerExtensions (line 15) | public static class DebuggerExtensions method Preview (line 22) | public static DataDebuggerPreview Preview(this IDataView data, int max... method Preview (line 31) | public static DataDebuggerPreview Preview(this ITransformer transforme... method Preview (line 41) | public static DataDebuggerPreview Preview(this IEstimator(this IDataLoader>... method FeatureNameCollection (line 76) | private FeatureNameCollection() method Create (line 80) | public static FeatureNameCollection Create(string[] names) method Create (line 85) | public static FeatureNameCollection Create(int count, string[] names =... method Create (line 102) | public static FeatureNameCollection Create(int count, Dictionary GetEnumerator(); method GetEnumerator (line 241) | IEnumerator IEnumerable.GetEnumerator() method GetDefault (line 246) | private string GetDefault(int index) method TryLookup (line 252) | public bool TryLookup(string name, out int index) method BuildLookup (line 271) | private void BuildLookup() method PopulateLookup (line 286) | protected abstract void PopulateLookup(Dictionary lookup); class Dense (line 289) | private sealed class Dense : FeatureNameCollection method Dense (line 296) | public Dense(int count, string[] names) method GetNameOrNull (line 316) | public override string GetNameOrNull(int index) method GetEnumerator (line 322) | public override IEnumerator GetEnumerator() method PopulateLookup (line 330) | protected override void PopulateLookup(Dictionary lookup) method GetNonDefaultFeatureNames (line 344) | protected override IEnumerable> GetNonDefa... method GetNonDefaultFeatureNames (line 351) | protected abstract IEnumerable> GetNonDefaul... class Sparse (line 354) | private sealed class Sparse : FeatureNameCollection method Sparse (line 374) | public Sparse(int count, string[] names, int cnn) method Sparse (line 407) | public Sparse(int length, int count, int[] indices, string[] names) method GetNameOrNull (line 425) | public override string GetNameOrNull(int index) method GetEnumerator (line 450) | public override IEnumerator GetEnumerator() method PopulateLookup (line 462) | protected override void PopulateLookup(Dictionary lookup) method GetNonDefaultFeatureNames (line 476) | protected override IEnumerable> GetNonDefa... FILE: src/Microsoft.ML.Data/Deprecated/TGUIAttribute.cs class TGUIAttribute (line 12) | [AttributeUsage(AttributeTargets.Field)] FILE: src/Microsoft.ML.Data/Deprecated/Vector/GenericSpanSortHelper.cs class IntrospectiveSortUtilities (line 26) | internal static class IntrospectiveSortUtilities method FloorLog2PlusOne (line 33) | internal static int FloorLog2PlusOne(int n) class GenericSpanSortHelper (line 45) | internal partial class GenericSpanSortHelper method Sort (line 48) | public static void Sort(Span keys, Span values, ... method Sort (line 55) | public static void Sort(Span keys, int index, int length) method SwapIfGreaterWithItems (line 60) | private static void SwapIfGreaterWithItems(Span keys, Sp... method Swap (line 76) | private static void Swap(Span keys, Span values,... method IntrospectiveSort (line 89) | internal static void IntrospectiveSort(Span keys, Span(Span keys, Span va... method PickPivotAndPartition (line 148) | private static int PickPivotAndPartition(Span keys, Span... method Heapsort (line 191) | private static void Heapsort(Span keys, Span val... method DownHeap (line 209) | private static void DownHeap(Span keys, Span val... method InsertionSort (line 234) | private static void InsertionSort(Span keys, Span a) method NormSquared (line 30) | public static float NormSquared(ReadOnlySpan a) method Norm (line 39) | public static float Norm(in VBuffer a) method L1Norm (line 48) | public static float L1Norm(in VBuffer a) method MaxNorm (line 60) | public static float MaxNorm(in VBuffer a) method Sum (line 71) | public static float Sum(in VBuffer a) method ScaleBy (line 84) | public static void ScaleBy(ref VBuffer dst, float c) method ScaleBy (line 100) | public static void ScaleBy(in VBuffer src, ref VBuffer d... method Add (line 139) | public static void Add(in VBuffer src, ref VBuffer dst) method AddMult (line 167) | public static void AddMult(in VBuffer src, float c, ref VBuffer... method AddMult (line 192) | public static void AddMult(in VBuffer src, float c, ref VBuffer... method AddMultInto (line 222) | public static void AddMultInto(in VBuffer a, float c, in VBuffe... method AddMultWithOffset (line 240) | public static void AddMultWithOffset(in VBuffer src, float c, r... method ScaleInto (line 381) | public static void ScaleInto(in VBuffer src, float c, ref VBuff... method ArgMax (line 408) | public static int ArgMax(in VBuffer src) method ArgMin (line 444) | public static int ArgMin(in VBuffer src) FILE: src/Microsoft.ML.Data/Deprecated/Vector/VectorUtils.cs class VectorUtils (line 20) | [BestFriend] method DotProduct (line 23) | public static float DotProduct(float[] a, float[] b) method DotProduct (line 30) | public static float DotProduct(float[] a, in VBuffer b) method DotProduct (line 41) | public static float DotProduct(in VBuffer a, in VBuffer b) method SparsifyNormalize (line 70) | public static void SparsifyNormalize(ref VBuffer a, int top, in... method MulElementWise (line 160) | public static void MulElementWise(in VBuffer a, ref VBuffer valuesA, ... method L2DistSquaredHalfSparse (line 222) | private static float L2DistSquaredHalfSparse(ReadOnlySpan value... method L2DiffSquaredDense (line 233) | private static float L2DiffSquaredDense(ReadOnlySpan valuesA, R... method DotProductWithOffset (line 251) | public static float DotProductWithOffset(in VBuffer a, int offs... method DotProductWithOffset (line 303) | public static float DotProductWithOffset(float[] a, int offset, in VBu... method DotProductSparse (line 317) | private static float DotProductSparse(ReadOnlySpan aValues, Rea... method L1Distance (line 369) | public static float L1Distance(in VBuffer a, in VBuffer b) method Distance (line 383) | public static float Distance(in VBuffer a, in VBuffer b) method L2DistSquared (line 394) | public static float L2DistSquared(in VBuffer a, in VBuffer b) method Add (line 426) | public static void Add(float[] src, float[] dst) method AddMult (line 442) | public static void AddMult(in VBuffer src, Span dst, flo... method AddMultWithOffset (line 468) | public static void AddMultWithOffset(in VBuffer src, float[] ds... method AddMult (line 497) | public static void AddMult(float[] src, float[] dst, float c) method Norm (line 510) | public static float Norm(float[] a) method Sum (line 518) | public static float Sum(float[] a) method ScaleBy (line 530) | public static void ScaleBy(float[] dst, float c) method Distance (line 541) | public static float Distance(float[] a, float[] b) FILE: src/Microsoft.ML.Data/Dirty/ChooseColumnsByIndexTransform.cs class ChooseColumnsByIndexTransform (line 22) | [BestFriend] class Options (line 25) | public sealed class Options class Bindings (line 34) | private sealed class Bindings method Bindings (line 62) | internal Bindings(Options options, DataViewSchema sourceSchema) method ComputeSources (line 84) | private static void ComputeSources(bool drop, int[] selectedColumnIn... method ComputeOutputSchema (line 102) | private DataViewSchema ComputeOutputSchema() method Bindings (line 122) | internal Bindings(ModelLoadContext ctx, DataViewSchema sourceSchema) method Save (line 142) | internal void Save(ModelSaveContext ctx) method GetActive (line 153) | internal bool[] GetActive(Func predicate) method GetDependencies (line 158) | internal Func GetDependencies(Func predicate) method GetSourceColumnIndex (line 173) | internal int GetSourceColumnIndex(int outputColumnIndex) => _sources... method GetVersionInfo (line 178) | private static VersionInfo GetVersionInfo() method ChooseColumnsByIndexTransform (line 197) | public ChooseColumnsByIndexTransform(IHostEnvironment env, Options opt... method ChooseColumnsByIndexTransform (line 205) | private ChooseColumnsByIndexTransform(IHost host, ModelLoadContext ctx... method Create (line 215) | public static ChooseColumnsByIndexTransform Create(IHostEnvironment en... method SaveModel (line 225) | private protected override void SaveModel(ModelSaveContext ctx) method ShouldUseParallelCursors (line 238) | protected override bool? ShouldUseParallelCursors(Func pred... method GetRowCursorCore (line 245) | protected override DataViewRowCursor GetRowCursorCore(IEnumerable GetGetter(DataViewSchema... FILE: src/Microsoft.ML.Data/Dirty/ILoss.cs type ILossFunction (line 11) | public interface ILossFunction method Loss (line 17) | Double Loss(TOutput output, TLabel label); type IScalarLoss (line 20) | public interface IScalarLoss : ILossFunction method Derivative (line 25) | float Derivative(float output, float label); type ISupportRegressionLossFactory (line 28) | [TlcModule.ComponentKind("RegressionLossFunction")] type IRegressionLoss (line 34) | public interface IRegressionLoss : IScalarLoss type ISupportClassificationLossFactory (line 38) | [TlcModule.ComponentKind("ClassificationLossFunction")] type IClassificationLoss (line 44) | public interface IClassificationLoss : IScalarLoss FILE: src/Microsoft.ML.Data/Dirty/IniFileUtils.cs class IniFileUtils (line 12) | [BestFriend] method AddEvaluator (line 21) | public static string AddEvaluator(string ini, string evaluator) method NumEvaluators (line 37) | public static int NumEvaluators(string ini) method GetCalibratorEvaluatorIni (line 47) | public static string GetCalibratorEvaluatorIni(string originalIni, Pla... FILE: src/Microsoft.ML.Data/Dirty/ModelParametersBase.cs class ModelParametersBase (line 14) | public abstract class ModelParametersBase : ICanSaveModel, IPre... method ModelParametersBase (line 23) | [BestFriend] method ModelParametersBase (line 31) | [BestFriend] method Save (line 48) | void ICanSaveModel.Save(ModelSaveContext ctx) => Save(ctx); method Save (line 50) | [BestFriend] method SaveCore (line 58) | [BestFriend] method WarnOnOldNormalizer (line 77) | [BestFriend] FILE: src/Microsoft.ML.Data/Dirty/PredictionUtils.cs class PredictionUtil (line 18) | [BestFriend] method ParseArguments (line 28) | public static void ParseArguments(IHostEnvironment env, object args, s... method CombineSettings (line 52) | public static string CombineSettings(string[] settings, string[] extra... method SplitOnSemis (line 64) | public static string[] SplitOnSemis(string[] args) method Array2String (line 94) | public static string Array2String(float[] a, string sep) method SeparatorFromString (line 108) | public static char[] SeparatorFromString(string sep) method SepCharFromString (line 128) | public static char SepCharFromString(string s) FILE: src/Microsoft.ML.Data/Dirty/PredictorInterfaces.cs type IParameterMixer (line 16) | [BestFriend] method CombineParameters (line 19) | IParameterMixer CombineParameters(IList models); method CombineParameters (line 28) | IParameterMixer CombineParameters(IList models); method CombineParameters (line 28) | IParameterMixer CombineParameters(IList, VBuffer> GetMapper(float[] quantiles); type ISampleableDistribution (line 64) | [BestFriend] method GetSupportSample (line 72) | TResult[] GetSupportSample(out TResult[] weights); type ICanSaveInTextFormat (line 78) | [BestFriend] method SaveAsText (line 81) | void SaveAsText(TextWriter writer, RoleMappedSchema schema); type ICanSaveInIniFormat (line 87) | [BestFriend] method SaveAsIni (line 90) | void SaveAsIni(TextWriter writer, RoleMappedSchema schema, ICalibrator... type ICanSaveSummary (line 96) | [BestFriend] method SaveSummary (line 99) | void SaveSummary(TextWriter writer, RoleMappedSchema schema); type ICanGetSummaryInKeyValuePairs (line 107) | [BestFriend] method GetSummaryInKeyValuePairs (line 113) | IList> GetSummaryInKeyValuePairs(RoleMapp... type ICanGetSummaryAsIRow (line 116) | [BestFriend] method GetSummaryIRowOrNull (line 119) | DataViewRow GetSummaryIRowOrNull(RoleMappedSchema schema); method GetStatsIRowOrNull (line 121) | DataViewRow GetStatsIRowOrNull(RoleMappedSchema schema); type ICanGetSummaryAsIDataView (line 124) | [BestFriend] method GetSummaryDataView (line 127) | IDataView GetSummaryDataView(RoleMappedSchema schema); type ICanSaveInSourceCode (line 133) | [BestFriend] method SaveAsCode (line 136) | void SaveAsCode(TextWriter writer, RoleMappedSchema schema); type IHaveFeatureWeights (line 148) | [BestFriend] method GetFeatureWeights (line 158) | void GetFeatureWeights(ref VBuffer weights); type IPredictorWithFeatureWeights (line 164) | [BestFriend] type ICanGetTrainingLabelNames (line 174) | [BestFriend] method GetLabelNamesOrNull (line 177) | string[] GetLabelNamesOrNull(out DataViewType labelType); FILE: src/Microsoft.ML.Data/Dirty/PredictorUtils.cs class PredictorUtils (line 12) | [BestFriend] method SaveSummary (line 18) | public static void SaveSummary(IChannel ch, IPredictor predictor, Role... method SaveText (line 38) | public static void SaveText(IChannel ch, IPredictor predictor, RoleMap... method SaveBinary (line 70) | public static void SaveBinary(IChannel ch, IPredictor predictor, Binar... method SaveIni (line 85) | public static void SaveIni(IChannel ch, IPredictor predictor, RoleMapp... method SaveCode (line 117) | public static void SaveCode(IChannel ch, IPredictor predictor, RoleMap... FILE: src/Microsoft.ML.Data/EntryPoints/CommonOutputs.cs class CommonOutputs (line 12) | [BestFriend] class TransformOutput (line 19) | [TlcModule.EntryPointKind(typeof(ITransformOutput))] type ITransformOutput (line 32) | public interface ITransformOutput class TrainerOutput (line 42) | [TlcModule.EntryPointKind(typeof(ITrainerOutput))] class CalibratorOutput (line 52) | [TlcModule.EntryPointKind(typeof(ICalibratorOutput))] type ICalibratorOutput (line 60) | public interface ICalibratorOutput class BinaryClassificationOutput (line 67) | [TlcModule.EntryPointKind(typeof(IBinaryClassificationOutput))] type IBinaryClassificationOutput (line 75) | public interface IBinaryClassificationOutput class MulticlassClassificationOutput (line 82) | [TlcModule.EntryPointKind(typeof(IMulticlassClassificationOutput))] type IMulticlassClassificationOutput (line 90) | public interface IMulticlassClassificationOutput class RegressionOutput (line 97) | [TlcModule.EntryPointKind(typeof(IRegressionOutput))] type IRegressionOutput (line 105) | public interface IRegressionOutput class MultiRegressionOutput (line 112) | [TlcModule.EntryPointKind(typeof(IMultiRegressionOutput))] type IMultiRegressionOutput (line 120) | public interface IMultiRegressionOutput class ClusteringOutput (line 127) | [TlcModule.EntryPointKind(typeof(IClusteringOutput))] type IClusteringOutput (line 135) | public interface IClusteringOutput class AnomalyDetectionOutput (line 142) | [TlcModule.EntryPointKind(typeof(IAnomalyDetectionOutput))] type IAnomalyDetectionOutput (line 150) | public interface IAnomalyDetectionOutput class RankingOutput (line 157) | [TlcModule.EntryPointKind(typeof(IRankingOutput))] type IRankingOutput (line 165) | public interface IRankingOutput class SequencePredictionOutput (line 172) | [TlcModule.EntryPointKind(typeof(ISequencePredictionOutput))] type ISequencePredictionOutput (line 180) | public interface ISequencePredictionOutput type ITrainerOutput (line 187) | public interface ITrainerOutput class MacroOutput (line 195) | public abstract class MacroOutput class MacroOutput (line 206) | public sealed class MacroOutput : MacroOutput class EvaluateOutputBase (line 212) | [TlcModule.EntryPointKind(typeof(IEvaluatorOutput))] class ClassificationEvaluateOutput (line 228) | [TlcModule.EntryPointKind(typeof(IClassificationEvaluatorOutput))] class CommonEvaluateOutput (line 238) | public sealed class CommonEvaluateOutput : EvaluateOutputBase type IEvaluatorOutput (line 245) | public interface IEvaluatorOutput type IClassificationEvaluatorOutput (line 255) | public interface IClassificationEvaluatorOutput : IEvaluatorOutput class SummaryOutput (line 260) | public sealed class SummaryOutput FILE: src/Microsoft.ML.Data/EntryPoints/EntryPointNode.cs class VarSerializer (line 18) | internal class VarSerializer : JsonConverter method WriteJson (line 20) | public override void WriteJson(JsonWriter writer, object value, JsonSe... method ReadJson (line 30) | public override object ReadJson(JsonReader reader, Type objectType, ob... method CanConvert (line 35) | public override bool CanConvert(Type objectType) type IVarSerializationHelper (line 43) | internal interface IVarSerializationHelper class Var (line 54) | [JsonConverter(typeof(VarSerializer))] method Var (line 62) | public Var() method CheckType (line 68) | public static bool CheckType(Type type) class ArrayVar (line 92) | [JsonConverter(typeof(VarSerializer))] method ArrayVar (line 102) | public ArrayVar() method ArrayVar (line 108) | public ArrayVar(params Var[] variables) class DictionaryVar (line 130) | [JsonConverter(typeof(VarSerializer))] method DictionaryVar (line 137) | public DictionaryVar() class EntryPointVariable (line 157) | [BestFriend] method IsValidType (line 179) | public static bool IsValidType(Type variableType) method EntryPointVariable (line 216) | public EntryPointVariable(IExceptionContext ectx, string name, Type type) method SetValue (line 230) | public void SetValue(object value) method MarkUsage (line 239) | public void MarkUsage(bool isInput) method Clone (line 247) | public EntryPointVariable Clone(string newName) class RunContext (line 262) | [BestFriend] method RunContext (line 269) | public RunContext(IExceptionContext ectx) method TryGetVariable (line 276) | public bool TryGetVariable(string name, out EntryPointVariable v) method GetValueOrNull (line 281) | public object GetValueOrNull(VariableBinding binding) method AddInputVariable (line 290) | public void AddInputVariable(VariableBinding binding, Type type) method RemoveVariable (line 311) | public void RemoveVariable(EntryPointVariable variable) method AddOutputVariable (line 320) | public Boolean AddOutputVariable(string name, Type type) method GetMissingInputs (line 341) | public string[] GetMissingInputs() method GenerateId (line 348) | public string GenerateId(string name) method AddContextVariables (line 353) | public void AddContextVariables(RunContext subGraphRunContext) method RenameContextVariable (line 365) | public void RenameContextVariable(string oldName, string newName) method CreateTempOutputVar (line 376) | public EntryPointVariable CreateTempOutputVar(string varPrefix) class EntryPointNode (line 400) | [BestFriend] method EntryPointNode (line 467) | private EntryPointNode(IHostEnvironment env, IChannel ch, RunContext c... method SetColumnArgument (line 522) | private void SetColumnArgument(IChannel ch, object inputInstance, stri... method Create (line 554) | public static EntryPointNode Create(IHostEnvironment env, method Create (line 587) | public static EntryPointNode Create( method CheckAndSetInputValue (line 622) | private void CheckAndSetInputValue(KeyValuePair pair) method CheckAndMarkOutputValue (line 682) | private void CheckAndMarkOutputValue(KeyValuePair pair) method RenameInputVariable (line 703) | public void RenameInputVariable(string oldName, VariableBinding newBin... method RenameOutputVariable (line 715) | public void RenameOutputVariable(string oldName, string newName, bool ... method RenameAllVariables (line 735) | public void RenameAllVariables(Dictionary mapping) method IsStageIdValid (line 762) | private static bool IsStageIdValid(string str) method ToJson (line 767) | public JObject ToJson() method CanStart (line 785) | public bool CanStart() method Run (line 793) | public void Run() method ToString (line 847) | public override string ToString() => Id; method BuildParameterValue (line 849) | private object BuildParameterValue(List bindings) method ValidateNodes (line 881) | public static List ValidateNodes(IHostEnvironment env,... method SetContext (line 927) | public void SetContext(RunContext context) method GetInputVariable (line 933) | public VariableBinding GetInputVariable(string paramName) method GetOutputVariableName (line 947) | public string GetOutputVariableName(string paramName) method AddNewVariable (line 956) | public Tuple, VariableBinding> AddNewVariable(string uniqueN... class EntryPointGraph (line 980) | [BestFriend] method EntryPointGraph (line 989) | public EntryPointGraph(IHostEnvironment env, JArray nodes) method GetMissingInputs (line 1005) | public string[] GetMissingInputs() method RunNode (line 1010) | public void RunNode(EntryPointNode node) method TryGetVariable (line 1020) | public bool TryGetVariable(string name, out EntryPointVariable v) method GetVariableOrNull (line 1025) | public EntryPointVariable GetVariableOrNull(string name) method AddNode (line 1033) | public void AddNode(EntryPointNode node) class VariableBinding (line 1047) | [BestFriend] method VariableBinding (line 1052) | protected VariableBinding(string varName) method GetVariableValueOrNull (line 1067) | public abstract object GetVariableValueOrNull(EntryPointVariable varia... method Create (line 1069) | public static VariableBinding Create(IExceptionContext ectx, string js... method IsBindingToken (line 1095) | public static bool IsBindingToken(JToken tok) method IsValidVariableName (line 1104) | public static bool IsValidVariableName(IExceptionContext ectx, string ... method Rename (line 1112) | public void Rename(string newName) method ToJson (line 1118) | public abstract string ToJson(); method ToString (line 1120) | public override string ToString() => VariableName; class SimpleVariableBinding (line 1123) | [BestFriend] method SimpleVariableBinding (line 1127) | public SimpleVariableBinding(string name) method GetVariableValueOrNull (line 1131) | public override object GetVariableValueOrNull(EntryPointVariable varia... method ToJson (line 1137) | public override string ToJson() class DictionaryKeyVariableBinding (line 1143) | internal sealed class DictionaryKeyVariableBinding method DictionaryKeyVariableBinding (line 1148) | public DictionaryKeyVariableBinding(string name, string key) method GetVariableValueOrNull (line 1155) | public override object GetVariableValueOrNull(EntryPointVariable varia... method ToJson (line 1162) | public override string ToJson() class ArrayIndexVariableBinding (line 1168) | [BestFriend] method ArrayIndexVariableBinding (line 1174) | public ArrayIndexVariableBinding(string name, int index) method GetVariableValueOrNull (line 1181) | public override object GetVariableValueOrNull(EntryPointVariable varia... method ToJson (line 1188) | public override string ToJson() class ParameterBinding (line 1200) | [BestFriend] method ParameterBinding (line 1205) | protected ParameterBinding(string name) method ToString (line 1211) | public override string ToString() => ParameterName; class SimpleParameterBinding (line 1214) | [BestFriend] method SimpleParameterBinding (line 1218) | public SimpleParameterBinding(string name) method Equals (line 1222) | public override bool Equals(object obj) method GetHashCode (line 1230) | public override int GetHashCode() class DictionaryKeyParameterBinding (line 1236) | internal sealed class DictionaryKeyParameterBinding method DictionaryKeyParameterBinding (line 1241) | public DictionaryKeyParameterBinding(string name, string key) method Equals (line 1248) | public override bool Equals(object obj) method GetHashCode (line 1258) | public override int GetHashCode() class ArrayIndexParameterBinding (line 1264) | [BestFriend] method ArrayIndexParameterBinding (line 1269) | public ArrayIndexParameterBinding(string name, int index) method Equals (line 1276) | public override bool Equals(object obj) method GetHashCode (line 1286) | public override int GetHashCode() FILE: src/Microsoft.ML.Data/EntryPoints/InputBase.cs type CachingOptions (line 16) | [BestFriend] class EvaluateInputBase (line 27) | [TlcModule.EntryPointKind(typeof(CommonInputs.IEvaluatorInput))] class TrainerEntryPointsUtils (line 38) | [BestFriend] method FindColumn (line 41) | public static string FindColumn(IExceptionContext ectx, DataViewSchema... method Train (line 58) | public static TOut Train(IHost host, TArg input, class CommonInputs (line 128) | [BestFriend] type ITransformInput (line 134) | public interface ITransformInput type IFeaturizerInput (line 142) | public interface IFeaturizerInput : ITransformInput type ITrainerInput (line 150) | public interface ITrainerInput type ITrainerInputWithLabel (line 159) | public interface ITrainerInputWithLabel : ITrainerInput type IUnsupervisedTrainerWithWeight (line 167) | public interface IUnsupervisedTrainerWithWeight : ITrainerInput type ITrainerInputWithWeight (line 175) | public interface ITrainerInputWithWeight : ITrainerInputWithLabel type ITrainerInputWithGroupId (line 183) | public interface ITrainerInputWithGroupId : ITrainerInputWithWeight type ICalibratorInput (line 191) | public interface ICalibratorInput : ITransformInput type IEvaluatorInput (line 200) | public interface IEvaluatorInput FILE: src/Microsoft.ML.Data/EntryPoints/InputBuilder.cs class InputBuilder (line 22) | internal sealed class InputBuilder type Attributes (line 24) | private readonly struct Attributes method Attributes (line 30) | public Attributes(ArgumentAttribute input, TlcModule.RangeAttribute ... method InputBuilder (line 55) | public InputBuilder(IExceptionContext ectx, Type inputType, ComponentC... method AnyMatch (line 92) | private static bool AnyMatch(string name, string[] aliases) method GetFieldIndex (line 103) | private int GetFieldIndex(string name) method GetFieldTypeOrNull (line 119) | public Type GetFieldTypeOrNull(string alias) method GetFieldNameOrNull (line 139) | public string GetFieldNameOrNull(string alias) method GetMissingValues (line 150) | public string[] GetMissingValues() method IsInputOptional (line 164) | public bool IsInputOptional(string name) method TrySetValueJson (line 175) | public bool TrySetValueJson(string name, JToken value) method TrySetValue (line 202) | public bool TrySetValue(string name, object value) method GetJsonObject (line 217) | public JObject GetJsonObject(object instance, Dictionary(IExceptionContext ectx, JArray jArr... method MakeDictionary (line 588) | private static object MakeDictionary(IExceptionContext ectx, JObjec... method MakeOptional (line 599) | private static object MakeOptional(object value) method MakeNullable (line 604) | private static object MakeNullable(object value) method MakeOptionalIfNeeded (line 614) | private static object MakeOptionalIfNeeded(IExceptionContext ectx, obj... method GetInstance (line 646) | public object GetInstance() class OutputHelper (line 656) | internal sealed class OutputHelper method OutputHelper (line 664) | public OutputHelper(IExceptionContext ectx, Type outputType) method GetField (line 691) | private FieldInfo GetField(string name) method GetFieldType (line 702) | public Type GetFieldType(string name) method ExtractValues (line 716) | public IEnumerable> ExtractValues(object ... method GetJsonObject (line 729) | public JObject GetJsonObject(Dictionary outputMap) class FieldNames (line 746) | [BestFriend] class Range (line 787) | public static class Range class Deprecated (line 800) | public static class Deprecated method ToString (line 802) | public static new string ToString() => "Deprecated"; class SweepableLongParam (line 809) | public static class SweepableLongParam method ToString (line 811) | public static new string ToString() => "SweepRange"; class SweepableFloatParam (line 823) | public static class SweepableFloatParam method ToString (line 825) | public static new string ToString() => "SweepRange"; class SweepableDiscreteParam (line 837) | public static class SweepableDiscreteParam method ToString (line 839) | public static new string ToString() => "SweepRange"; class PipelineSweeperSupportedMetrics (line 844) | public static class PipelineSweeperSupportedMetrics method ToString (line 846) | public static new string ToString() => "SupportedMetric"; FILE: src/Microsoft.ML.Data/EntryPoints/PredictorModelImpl.cs class PredictorModelImpl (line 20) | [BestFriend] method PredictorModelImpl (line 29) | [BestFriend] method PredictorModelImpl (line 41) | [BestFriend] method PredictorModelImpl (line 60) | private PredictorModelImpl(TransformModel transformModel, IPredictor p... method Save (line 70) | internal override void Save(IHostEnvironment env, Stream stream) method Apply (line 90) | internal override PredictorModel Apply(IHostEnvironment env, Transform... method PrepareData (line 99) | internal override void PrepareData(IHostEnvironment env, IDataView inp... method GetLabelInfo (line 109) | internal override string[] GetLabelInfo(IHostEnvironment env, out Data... method GetTrainingSchema (line 138) | internal override RoleMappedSchema GetTrainingSchema(IHostEnvironment ... FILE: src/Microsoft.ML.Data/EntryPoints/SchemaManipulation.cs class SchemaManipulation (line 15) | internal static class SchemaManipulation method ConcatColumns (line 17) | [TlcModule.EntryPoint(Name = "Transforms.ColumnConcatenator", Desc = C... method SelectColumns (line 29) | [TlcModule.EntryPoint(Name = "Transforms.ColumnSelector", Desc = "Sele... method CopyColumns (line 41) | [TlcModule.EntryPoint(Name = "Transforms.ColumnCopier", Desc = "Duplic... FILE: src/Microsoft.ML.Data/EntryPoints/SelectRows.cs class SelectRows (line 16) | internal static class SelectRows method FilterByRange (line 18) | [TlcModule.EntryPoint(Name = "Transforms.RowRangeFilter", Desc = Range... method SkipFilter (line 30) | [TlcModule.EntryPoint(Name = "Transforms.RowSkipFilter", Desc = SkipTa... method TakeFilter (line 42) | [TlcModule.EntryPoint(Name = "Transforms.RowTakeFilter", Desc = SkipTa... method SkipAndTakeFilter (line 54) | [TlcModule.EntryPoint(Name = "Transforms.RowSkipAndTakeFilter", Desc =... FILE: src/Microsoft.ML.Data/EntryPoints/SummarizePredictor.cs class SummarizePredictor (line 18) | [BestFriend] class InputBase (line 21) | public abstract class InputBase class Input (line 27) | public sealed class Input : InputBase method Summarize (line 31) | [TlcModule.EntryPoint(Name = "Models.Summarizer", Desc = "Summarize a ... method GetSummaryAndStats (line 48) | [BestFriend] FILE: src/Microsoft.ML.Data/EntryPoints/TransformModelImpl.cs class TransformModelImpl (line 22) | [BestFriend] method TransformModelImpl (line 60) | public TransformModelImpl(IHostEnvironment env, IDataView result, IDat... method TransformModelImpl (line 71) | private TransformModelImpl(IHostEnvironment env, DataViewSchema schema... method TransformModelImpl (line 84) | public TransformModelImpl(IHostEnvironment env, DataViewSchema schemaR... method TransformModelImpl (line 108) | public TransformModelImpl(IHostEnvironment env, Stream stream) method Apply (line 136) | internal override IDataView Apply(IHostEnvironment env, IDataView input) method Apply (line 146) | internal override TransformModel Apply(IHostEnvironment env, Transform... method Save (line 169) | internal override void Save(IHostEnvironment env, Stream stream) method AsRowToRowMapper (line 185) | internal override IRowToRowMapper AsRowToRowMapper(IExceptionContext e... class CompositeRowToRowMapper (line 193) | private sealed class CompositeRowToRowMapper : IRowToRowMapper method CompositeRowToRowMapper (line 203) | public CompositeRowToRowMapper(IExceptionContext ectx, IDataView cha... method IsCompositeRowToRowMapper (line 214) | public static bool IsCompositeRowToRowMapper(IDataView chain) method GetDependencies (line 229) | IEnumerable IRowToRowMapper.GetDependencies(I... method GetRow (line 247) | DataViewRow IRowToRowMapper.GetRow(DataViewRow input, IEnumerable GetOverallMetricColumns() method GetAggregatorConsolidationFuncs (line 128) | private protected override void GetAggregatorConsolidationFuncs(Aggreg... class Aggregator (line 212) | public sealed class Aggregator : AggregatorBase class CountersBase (line 214) | public abstract class CountersBase type Info (line 216) | protected readonly struct Info method Info (line 221) | public Info(Single label, Single score) method CountersBase (line 236) | protected CountersBase(int k, Double p) method Update (line 242) | public void Update(Single label, Single score) method UpdateCore (line 248) | protected abstract void UpdateCore(Single label, Single score); method GetMetrics (line 251) | public Double GetMetrics(int k, Double p, out Double drAtP, out Do... method GetSortedExamples (line 267) | protected abstract IEnumerable GetSortedExamples(); method DetectionRate (line 269) | protected Double DetectionRate(IEnumerable sortedExamples, i... method UpdateCounts (line 287) | public void UpdateCounts(Single label) method FinishFirstPass (line 294) | public virtual void FinishFirstPass() method ReverseHeap (line 298) | private protected Info[] ReverseHeap(Heap heap) class OnePassCounters (line 307) | private sealed class OnePassCounters : CountersBase method OnePassCounters (line 313) | public OnePassCounters(int k, Double p) method UpdateCore (line 319) | protected override void UpdateCore(float label, float score) method GetSortedExamples (line 324) | protected override IEnumerable GetSortedExamples() class TwoPassCounters (line 362) | private sealed class TwoPassCounters : CountersBase method TwoPassCounters (line 371) | public TwoPassCounters(int k, Double p) method UpdateCore (line 377) | protected override void UpdateCore(Single label, Single score) method FinishFirstPass (line 400) | public override void FinishFirstPass() method GetSortedExamples (line 410) | protected override IEnumerable GetSortedExamples() type TopExamplesInfo (line 416) | private struct TopExamplesInfo method Aggregator (line 449) | public Aggregator(IHostEnvironment env, int reservoirSize, int topK,... method IsMainPass (line 473) | private bool IsMainPass() method FinishPassCore (line 478) | protected override void FinishPassCore() method IsActive (line 485) | public override bool IsActive() method FinishOtherMetrics (line 490) | private void FinishOtherMetrics() method InitializeNextPass (line 502) | internal override void InitializeNextPass(DataViewRow row, RoleMappe... method ProcessRow (line 527) | public override void ProcessRow() method Finish (line 568) | public void Finish() method Evaluate (line 588) | internal AnomalyDetectionMetrics Evaluate(IDataView data, string label... class AnomalyDetectionMamlEvaluator (line 619) | [BestFriend] class Arguments (line 622) | public sealed class Arguments : ArgumentsBase method AnomalyDetectionMamlEvaluator (line 651) | public AnomalyDetectionMamlEvaluator(IHostEnvironment env, Arguments a... method PrintFoldResultsCore (line 664) | private protected override void PrintFoldResultsCore(IChannel ch, Dict... method GetOverallResultsCore (line 779) | private protected override IDataView GetOverallResultsCore(IDataView o... method GetPerInstanceColumnsToSave (line 789) | private protected override IEnumerable GetPerInstanceColumnsTo... method GetOverallMetricColumns (line 803) | public override IEnumerable GetOverallMetricColumns() class Evaluate (line 811) | internal static partial class Evaluate method AnomalyDetection (line 813) | [TlcModule.EntryPoint(Name = "Models.AnomalyDetectionEvaluator", Desc ... FILE: src/Microsoft.ML.Data/Evaluators/AucAggregator.cs class EvaluatorBase (line 13) | internal abstract partial class EvaluatorBase class AucAggregatorBase (line 15) | internal abstract class AucAggregatorBase method ProcessRow (line 20) | public void ProcessRow(Single label, Single score, Single weight = 1) method ProcessRowCore (line 27) | protected abstract void ProcessRowCore(Single weight); method Finish (line 29) | public abstract void Finish(); method ComputeWeightedAuc (line 31) | public abstract Double ComputeWeightedAuc(out Double unweighted); method AucAggregatorBase (line 45) | protected AucAggregatorBase(Random rand, int reservoirSize) method GetSampleGetter (line 62) | protected abstract ValueGetter GetSampleGetter(); method ProcessRowCore (line 64) | protected override void ProcessRowCore(Single weight) method AddExample (line 82) | protected abstract void AddExample(List examples); method Finish (line 84) | public override void Finish() method ComputeWeightedAuc (line 106) | public override Double ComputeWeightedAuc(out Double unweighted) method ComputeWeightedAucCore (line 120) | protected abstract Double ComputeWeightedAucCore(out double unweight... class AucAggregatorBase (line 34) | internal abstract class AucAggregatorBase : AucAggregatorBase method ProcessRow (line 20) | public void ProcessRow(Single label, Single score, Single weight = 1) method ProcessRowCore (line 27) | protected abstract void ProcessRowCore(Single weight); method Finish (line 29) | public abstract void Finish(); method ComputeWeightedAuc (line 31) | public abstract Double ComputeWeightedAuc(out Double unweighted); method AucAggregatorBase (line 45) | protected AucAggregatorBase(Random rand, int reservoirSize) method GetSampleGetter (line 62) | protected abstract ValueGetter GetSampleGetter(); method ProcessRowCore (line 64) | protected override void ProcessRowCore(Single weight) method AddExample (line 82) | protected abstract void AddExample(List examples); method Finish (line 84) | public override void Finish() method ComputeWeightedAuc (line 106) | public override Double ComputeWeightedAuc(out Double unweighted) method ComputeWeightedAucCore (line 120) | protected abstract Double ComputeWeightedAucCore(out double unweight... class UnweightedAucAggregator (line 123) | internal sealed class UnweightedAucAggregator : AucAggregatorBase method UnweightedAucAggregator (line 125) | public UnweightedAucAggregator(Random rand, int reservoirSize) method ComputeWeightedAucCore (line 130) | protected override Double ComputeWeightedAucCore(out Double unweighted) method GetSampleGetter (line 204) | protected override ValueGetter GetSampleGetter() method AddExample (line 209) | protected override void AddExample(List examples) class WeightedAucAggregator (line 216) | internal sealed class WeightedAucAggregator : AucAggregatorBase GetSampleGetter() method ProcessRowCore (line 338) | protected override void ProcessRowCore(Single weight) method AddExample (line 344) | protected override void AddExample(List examples) class AuPrcAggregatorBase (line 351) | internal abstract class AuPrcAggregatorBase method ProcessRow (line 357) | public void ProcessRow(Single label, Single score, Single weight = 1) method ProcessRowCore (line 365) | protected abstract void ProcessRowCore(); method ComputeWeightedAuPrc (line 367) | public abstract Double ComputeWeightedAuPrc(out Double unweighted); method AuPrcAggregatorBase (line 374) | protected AuPrcAggregatorBase(Random rand, int reservoirSize) method GetSampleGetter (line 382) | protected abstract ValueGetter GetSampleGetter(); method ProcessRowCore (line 384) | protected override void ProcessRowCore() method ComputeWeightedAuPrc (line 389) | public override Double ComputeWeightedAuPrc(out Double unweighted) method ComputeWeightedAuPrcCore (line 396) | protected abstract Double ComputeWeightedAuPrcCore(out Double unweig... class AuPrcAggregatorBase (line 370) | private protected abstract class AuPrcAggregatorBase : AuPrcAggrega... method ProcessRow (line 357) | public void ProcessRow(Single label, Single score, Single weight = 1) method ProcessRowCore (line 365) | protected abstract void ProcessRowCore(); method ComputeWeightedAuPrc (line 367) | public abstract Double ComputeWeightedAuPrc(out Double unweighted); method AuPrcAggregatorBase (line 374) | protected AuPrcAggregatorBase(Random rand, int reservoirSize) method GetSampleGetter (line 382) | protected abstract ValueGetter GetSampleGetter(); method ProcessRowCore (line 384) | protected override void ProcessRowCore() method ComputeWeightedAuPrc (line 389) | public override Double ComputeWeightedAuPrc(out Double unweighted) method ComputeWeightedAuPrcCore (line 396) | protected abstract Double ComputeWeightedAuPrcCore(out Double unweig... class UnweightedAuPrcAggregator (line 399) | private protected sealed class UnweightedAuPrcAggregator : AuPrcAggreg... type Info (line 401) | public struct Info method UnweightedAuPrcAggregator (line 407) | public UnweightedAuPrcAggregator(Random rand, int reservoirSize) method ComputeWeightedAuPrcCore (line 416) | protected override Double ComputeWeightedAuPrcCore(out Double unweig... method GetSampleGetter (line 461) | protected override ValueGetter GetSampleGetter() class WeightedAuPrcAggregator (line 472) | private protected sealed class WeightedAuPrcAggregator : AuPrcAggregat... type Info (line 474) | public struct Info method WeightedAuPrcAggregator (line 481) | public WeightedAuPrcAggregator(Random rand, int reservoirSize) method ComputeWeightedAuPrcCore (line 490) | protected override Double ComputeWeightedAuPrcCore(out Double unweig... method GetSampleGetter (line 557) | protected override ValueGetter GetSampleGetter() FILE: src/Microsoft.ML.Data/Evaluators/BinaryClassifierEvaluator.cs class BinaryClassifierEvaluator (line 30) | [BestFriend] class Arguments (line 33) | public sealed class Arguments type Metrics (line 66) | public enum Metrics method BinaryClassifierEvaluator (line 110) | public BinaryClassifierEvaluator(IHostEnvironment env, Arguments args) method CheckScoreAndLabelTypes (line 126) | private protected override void CheckScoreAndLabelTypes(RoleMappedSche... method CheckCustomColumnTypesCore (line 139) | private protected override void CheckCustomColumnTypesCore(RoleMappedS... method GetActiveColsCore (line 158) | private protected override Func GetActiveColsCore(RoleMappe... method GetAggregatorCore (line 166) | private protected override Aggregator GetAggregatorCore(RoleMappedSche... method GetClassNames (line 172) | private ReadOnlyMemory[] GetClassNames(RoleMappedSchema schema) method CreatePerInstanceRowMapper (line 191) | private protected override IRowMapper CreatePerInstanceRowMapper(RoleM... method GetOverallMetricColumns (line 202) | public override IEnumerable GetOverallMetricColumns() method GetAggregatorConsolidationFuncs (line 217) | private protected override void GetAggregatorConsolidationFuncs(Aggreg... class Aggregator (line 397) | public sealed class Aggregator : AggregatorBase class Counters (line 399) | public sealed class Counters method Counters (line 494) | public Counters(bool useRaw, Single threshold) method Update (line 500) | public void Update(Single score, Single prob, Single label, Double... type RocInfo (line 531) | private struct RocInfo method Aggregator (line 570) | public Aggregator(IHostEnvironment env, ReadOnlyMemory[] class... method InitializeNextPass (line 620) | internal override void InitializeNextPass(DataViewRow row, RoleMappe... method ProcessRow (line 645) | public override void ProcessRow() method Finish (line 700) | public void Finish() method FinishOtherMetrics (line 711) | private void FinishOtherMetrics() method ComputePrCurves (line 717) | private void ComputePrCurves() method Evaluate (line 810) | public CalibratedBinaryClassificationMetrics Evaluate(IDataView data, ... method EvaluateWithPRCurve (line 852) | public CalibratedBinaryClassificationMetrics EvaluateWithPRCurve( method GetPrecisionRecallDataPointGetters (line 908) | private void GetPrecisionRecallDataPointGetters(IDataView prCurveView, method Evaluate (line 939) | public BinaryClassificationMetrics Evaluate(IDataView data, string lab... method EvaluateWithPRCurve (line 980) | public BinaryClassificationMetrics EvaluateWithPRCurve( class BinaryPerInstanceEvaluator (line 1034) | internal sealed class BinaryPerInstanceEvaluator : PerInstanceEvaluatorBase method GetVersionInfo (line 1037) | private static VersionInfo GetVersionInfo() method BinaryPerInstanceEvaluator (line 1060) | public BinaryPerInstanceEvaluator(IHostEnvironment env, DataViewSchema... method BinaryPerInstanceEvaluator (line 1080) | private BinaryPerInstanceEvaluator(IHostEnvironment env, ModelLoadCont... method Create (line 1106) | public static BinaryPerInstanceEvaluator Create(IHostEnvironment env, ... method SaveModel (line 1115) | private protected override void SaveModel(ModelSaveContext ctx) method GetDependenciesCore (line 1135) | private protected override Func GetDependenciesCore(Func GetOverallMetricColumns() method TryGetPrMetrics (line 1449) | private bool TryGetPrMetrics(Dictionary[] metrics, ... method GetPerInstanceColumnsToSave (line 1472) | private protected override IEnumerable GetPerInstanceColumnsTo... class Evaluate (line 1500) | internal static partial class Evaluate method Binary (line 1502) | [TlcModule.EntryPoint(Name = "Models.BinaryClassificationEvaluator", D... method MatchColumns (line 1532) | private static void MatchColumns(IHost host, MamlEvaluatorBase.Argumen... method ExtractWarnings (line 1546) | private static IDataView ExtractWarnings(IHost host, Dictionary GetActiveColsCore(RoleMappe... method GetAggregatorCore (line 134) | private protected override Aggregator GetAggregatorCore(RoleMappedSche... method CreatePerInstanceRowMapper (line 145) | private protected override IRowMapper CreatePerInstanceRowMapper(RoleM... method GetOverallMetricColumns (line 152) | public override IEnumerable GetOverallMetricColumns() method GetAggregatorConsolidationFuncs (line 159) | private protected override void GetAggregatorConsolidationFuncs(Aggreg... class Aggregator (line 223) | public sealed class Aggregator : AggregatorBase class Counters (line 225) | public sealed class Counters method Counters (line 319) | public Counters(int numClusters, bool calculateDbi, DataViewSchema... method UpdateFirstPass (line 337) | public void UpdateFirstPass(int intLabel, Single[] scores, Single ... method InitializeSecondPass (line 359) | public void InitializeSecondPass(VBuffer[] clusterCentroids) method UpdateSecondPass (line 368) | public void UpdateSecondPass(in VBuffer features, int[] in... method Aggregator (line 399) | internal Aggregator(IHostEnvironment env, DataViewSchema.Column? fea... method ProcessRowFirstPass (line 417) | private void ProcessRowFirstPass() method ProcessRowSecondPass (line 467) | private void ProcessRowSecondPass() method InitializeNextPass (line 487) | internal override void InitializeNextPass(DataViewRow row, RoleMappe... method ProcessRow (line 522) | public override void ProcessRow() method IsActive (line 530) | public override bool IsActive() method FinishPassCore (line 535) | protected override void FinishPassCore() method AssertValid (line 540) | [Conditional("DEBUG")] class ClusteringPerInstanceEvaluator (line 564) | internal sealed class ClusteringPerInstanceEvaluator : PerInstanceEvalua... method GetVersionInfo (line 567) | private static VersionInfo GetVersionInfo() method ClusteringPerInstanceEvaluator (line 589) | public ClusteringPerInstanceEvaluator(IHostEnvironment env, DataViewSc... method ClusteringPerInstanceEvaluator (line 602) | private ClusteringPerInstanceEvaluator(IHostEnvironment env, ModelLoad... method Create (line 621) | public static ClusteringPerInstanceEvaluator Create(IHostEnvironment e... method SaveModel (line 630) | private protected override void SaveModel(ModelSaveContext ctx) method GetDependenciesCore (line 641) | private protected override Func GetDependenciesCore(Func>> CreateSlotNamesGett... method CheckInputColumnTypes (line 751) | private void CheckInputColumnTypes(DataViewSchema schema) class ClusteringMamlEvaluator (line 761) | [BestFriend] class Arguments (line 764) | public class Arguments : ArgumentsBase method ClusteringMamlEvaluator (line 784) | public ClusteringMamlEvaluator(IHostEnvironment env, Arguments args) method GetInputColumnRolesCore (line 801) | private protected override IEnumerable GetPerInstanceColumnsTo... method GetPerInstanceMetricsCore (line 835) | private protected override IDataView GetPerInstanceMetricsCore(IDataVi... class Evaluate (line 855) | internal static partial class Evaluate method Clustering (line 857) | [TlcModule.EntryPoint(Name = "Models.ClusterEvaluator", Desc = "Evalua... FILE: src/Microsoft.ML.Data/Evaluators/EvaluatorBase.cs class EvaluatorBase (line 18) | [BestFriend] method EvaluatorBase (line 24) | [BestFriend] method Evaluate (line 31) | Dictionary IEvaluator.Evaluate(RoleMappedData data) method CheckColumnTypes (line 47) | [BestFriend] method CheckScoreAndLabelTypes (line 64) | [BestFriend] method CheckCustomColumnTypesCore (line 71) | [BestFriend] method GetActiveCols (line 76) | private Func GetActiveCols(RoleMappedSchema schema) method GetActiveColsCore (line 90) | [BestFriend] method GetAggregator (line 102) | private TAgg GetAggregator(RoleMappedSchema schema) method GetAggregatorDictionaries (line 110) | private AggregatorDictionaryBase[] GetAggregatorDictionaries(RoleMappe... method GetAggregatorCore (line 123) | [BestFriend] method ProcessData (line 130) | private Dictionary ProcessData(IDataView data, Role... method GetAggregatorConsolidationFuncs (line 201) | [BestFriend] method GetKeyValueGetter (line 205) | [BestFriend] method GetPerInstanceMetrics (line 220) | IDataTransform IEvaluator.GetPerInstanceMetrics(RoleMappedData data) =... method GetPerInstanceMetricsCore (line 222) | [BestFriend] method GetOverallMetricColumns (line 225) | public abstract IEnumerable GetOverallMetricColumns(); class AggregatorBase (line 235) | public abstract class AggregatorBase method AggregatorBase (line 247) | [BestFriend] method Start (line 258) | public bool Start() method InitializeNextPass (line 268) | [BestFriend] method ProcessRow (line 274) | public abstract void ProcessRow(); method FinishPass (line 279) | public bool FinishPass() method IsActive (line 289) | public virtual bool IsActive() method FinishPassCore (line 294) | protected virtual void FinishPassCore() method GetWarnings (line 304) | public void GetWarnings(Dictionary dict, IHostEnv... method GetWarningsCore (line 316) | protected virtual List GetWarningsCore() class AggregatorDictionaryBase (line 338) | protected abstract class AggregatorDictionaryBase method AggregatorDictionaryBase (line 348) | private protected AggregatorDictionaryBase(RoleMappedSchema schema, ... method Reset (line 362) | public abstract void Reset(DataViewRow row); method Create (line 364) | internal static AggregatorDictionaryBase Create(RoleMappedSchema sch... method CreateDictionary (line 378) | private static AggregatorDictionaryBase CreateDictionary(Rol... method Get (line 389) | public abstract TAgg Get(); method GetAll (line 394) | public abstract IEnumerable GetAll(); class GenericAggregatorDictionary (line 396) | private sealed class GenericAggregatorDictionary : Aggregato... method GenericAggregatorDictionary (line 406) | public GenericAggregatorDictionary(RoleMappedSchema schema, string... method Reset (line 413) | public override void Reset(DataViewRow row) method Get (line 422) | public override TAgg Get() method GetAll (line 439) | public override IEnumerable GetAll() class RowToRowEvaluatorBase (line 447) | [BestFriend] method RowToRowEvaluatorBase (line 451) | [BestFriend] method GetPerInstanceMetricsCore (line 457) | internal override IDataTransform GetPerInstanceMetricsCore(RoleMappedD... method CreatePerInstanceRowMapper (line 463) | [BestFriend] class PerInstanceEvaluatorBase (line 470) | [BestFriend] method PerInstanceEvaluatorBase (line 479) | protected PerInstanceEvaluatorBase(IHostEnvironment env, DataViewSchem... method PerInstanceEvaluatorBase (line 494) | protected PerInstanceEvaluatorBase(IHostEnvironment env, ModelLoadCont... method Save (line 510) | void ICanSaveModel.Save(ModelSaveContext ctx) => SaveModel(ctx); method SaveModel (line 515) | private protected virtual void SaveModel(ModelSaveContext ctx) method GetDependencies (line 525) | Func IRowMapper.GetDependencies(Func activeOutput) method GetDependenciesCore (line 528) | [BestFriend] method GetOutputColumns (line 531) | DataViewSchema.DetachedColumn[] IRowMapper.GetOutputColumns() method GetOutputColumnsCore (line 534) | [BestFriend] method CreateGetters (line 537) | Delegate[] IRowMapper.CreateGetters(DataViewRow input, Func... method CreateGettersCore (line 540) | [BestFriend] method GetTransformer (line 543) | public ITransformer GetTransformer() FILE: src/Microsoft.ML.Data/Evaluators/EvaluatorUtils.cs class EvaluateUtils (line 18) | [BestFriend] type AggregatedMetric (line 21) | public struct AggregatedMetric class DefaultEvaluatorTable (line 28) | private static class DefaultEvaluatorTable method GetEvaluator (line 59) | public static IMamlEvaluator GetEvaluator(IHostEnvironment env, DataVi... method CheckScoreColumnKindIsKnown (line 85) | private static bool CheckScoreColumnKindIsKnown(DataViewSchema schema,... method CheckScoreColumnKind (line 97) | private static bool CheckScoreColumnKind(DataViewSchema schema, int col) method GetScoreColumn (line 108) | public static DataViewSchema.Column GetScoreColumn(IExceptionContext e... method GetOptAuxScoreColumn (line 163) | public static DataViewSchema.Column? GetOptAuxScoreColumn(IExceptionCo... method IsScoreColumnKind (line 215) | private static bool IsScoreColumnKind(IExceptionContext ectx, DataView... method GetColName (line 234) | public static string GetColName(string str, DataViewSchema.Column? inf... method CheckWeightType (line 244) | public static void CheckWeightType(IExceptionContext ectx, DataViewTyp... method GetMetrics (line 254) | public static IEnumerable> GetMetrics(IDa... method AddTextColumn (line 375) | private static IDataView AddTextColumn(IHostEnvironment env, IDa... method AddFoldIndex (line 390) | public static IDataView AddFoldIndex(IHostEnvironment env, IDataView i... method AddKeyColumn (line 409) | private static IDataView AddKeyColumn(IHostEnvironment env, IDat... method AddFoldIndex (line 431) | public static IDataView AddFoldIndex(IHostEnvironment env, IDataView i... method ReconcileSlotNames (line 459) | public static void ReconcileSlotNames(IHostEnvironment env, IDataVi... class MetricWriter (line 1344) | internal static class MetricWriter method GetConfusionTableAsFormattedString (line 1357) | public static string GetConfusionTableAsFormattedString(IHost host, ID... method GetConfusionMatrix (line 1380) | public static ConfusionMatrix GetConfusionMatrix(IHost host, IDataView... method GetPredictedLabelNames (line 1448) | private static List> GetPredictedLabelNames(in VB... method GetConfusionTableAsArray (line 1464) | private static double[][] GetConfusionTableAsArray(IDataView confusion... method GetPerFoldResults (line 1536) | public static string GetPerFoldResults(IHostEnvironment env, IDataView... method GetOverallMetricsAsString (line 1541) | private static string GetOverallMetricsAsString(double[] sumMetrics, d... method GetFoldMetricsAsString (line 1569) | private static string GetFoldMetricsAsString(IHostEnvironment env, IDa... method GetConfusionTableAsString (line 1591) | internal static string GetConfusionTableAsString(ConfusionMatrix confu... method PrintOverallMetrics (line 1694) | public static void PrintOverallMetrics(IHostEnvironment env, IChannel ... method PadLeft (line 1720) | private static string PadLeft(string str, int totalLength) method PrintWarnings (line 1731) | public static void PrintWarnings(IChannel ch, Dictionary metri... method GetOverallResults (line 34) | IDataView GetOverallResults(params IDataView[] metrics); method PrintAdditionalMetrics (line 41) | void PrintAdditionalMetrics(IChannel ch, params Dictionary IEvaluator.Evaluate(RoleMappedData data) method GetInputColumnRoles (line 113) | [BestFriend] method GetInputColumnRolesCore (line 133) | [BestFriend] method GetOverallMetricColumns (line 150) | public virtual IEnumerable GetOverallMetricColumns() method PrintFoldResults (line 155) | void IMamlEvaluator.PrintFoldResults(IChannel ch, Dictionary(IExceptionContext ectx, DataViewRo... method BinaryClassificationMetrics (line 98) | internal BinaryClassificationMetrics(IHost host, DataViewRow overallRe... method BinaryClassificationMetrics (line 112) | [BestFriend] method BinaryClassificationMetrics (line 126) | internal BinaryClassificationMetrics(double auc, double accuracy, doub... FILE: src/Microsoft.ML.Data/Evaluators/Metrics/BinaryPrecisionRecallDataPoint.cs class BinaryPrecisionRecallDataPoint (line 10) | public sealed class BinaryPrecisionRecallDataPoint method BinaryPrecisionRecallDataPoint (line 35) | internal BinaryPrecisionRecallDataPoint(ValueGetter thresholdGe... FILE: src/Microsoft.ML.Data/Evaluators/Metrics/CalibratedBinaryClassificationMetrics.cs class CalibratedBinaryClassificationMetrics (line 12) | public sealed class CalibratedBinaryClassificationMetrics : BinaryClassi... method CalibratedBinaryClassificationMetrics (line 64) | internal CalibratedBinaryClassificationMetrics(IHost host, DataViewRow... FILE: src/Microsoft.ML.Data/Evaluators/Metrics/ClusteringMetrics.cs class ClusteringMetrics (line 12) | public sealed class ClusteringMetrics method ClusteringMetrics (line 38) | internal ClusteringMetrics(IExceptionContext ectx, DataViewRow overall... method ClusteringMetrics (line 49) | internal ClusteringMetrics(double nmi, double avgMinScore, double dbi) FILE: src/Microsoft.ML.Data/Evaluators/Metrics/ConfusionMatrix.cs class ConfusionMatrix (line 16) | public sealed class ConfusionMatrix method ConfusionMatrix (line 65) | internal ConfusionMatrix(IHost host, double[] precision, double[] reca... method GetFormattedConfusionTable (line 100) | public string GetFormattedConfusionTable() method GetCountForClassPair (line 114) | public double GetCountForClassPair(int predictedClassIndicatorIndex, i... FILE: src/Microsoft.ML.Data/Evaluators/Metrics/MulticlassClassificationMetrics.cs class MulticlassClassificationMetrics (line 16) | public sealed class MulticlassClassificationMetrics method MulticlassClassificationMetrics (line 118) | internal MulticlassClassificationMetrics(IHost host, DataViewRow overa... method MulticlassClassificationMetrics (line 135) | internal MulticlassClassificationMetrics(double accuracyMicro, double ... method MulticlassClassificationMetrics (line 147) | internal MulticlassClassificationMetrics(double accuracyMicro, double ... FILE: src/Microsoft.ML.Data/Evaluators/Metrics/RankingMetrics.cs class RankingMetrics (line 14) | public sealed class RankingMetrics method Fetch (line 49) | private static T Fetch(IExceptionContext ectx, DataViewRow row, str... method RankingMetrics (line 59) | internal RankingMetrics(IExceptionContext ectx, DataViewRow overallRes... method RankingMetrics (line 67) | internal RankingMetrics(double[] dcg, double[] ndcg) FILE: src/Microsoft.ML.Data/Evaluators/Metrics/RegressionMetrics.cs class RegressionMetrics (line 12) | public sealed class RegressionMetrics method RegressionMetrics (line 69) | internal RegressionMetrics(IExceptionContext ectx, DataViewRow overall... method RegressionMetrics (line 79) | [BestFriend] FILE: src/Microsoft.ML.Data/Evaluators/MultiOutputRegressionEvaluator.cs class MultiOutputRegressionEvaluator (line 30) | [BestFriend] class Arguments (line 33) | public sealed class Arguments : ArgumentsBase method MultiOutputRegressionEvaluator (line 45) | public MultiOutputRegressionEvaluator(IHostEnvironment env, Arguments ... method CreatePerInstanceRowMapper (line 50) | private protected override IRowMapper CreatePerInstanceRowMapper(RoleM... method CheckScoreAndLabelTypes (line 58) | private protected override void CheckScoreAndLabelTypes(RoleMappedSche... method GetAggregatorCore (line 70) | private protected override Aggregator GetAggregatorCore(RoleMappedSche... method GetOverallMetricColumns (line 78) | public override IEnumerable GetOverallMetricColumns() method GetAggregatorConsolidationFuncs (line 95) | private protected override void GetAggregatorConsolidationFuncs(Aggreg... class Aggregator (line 166) | public sealed class Aggregator : AggregatorBase class Counters (line 168) | public sealed class Counters method Counters (line 238) | public Counters(IRegressionLoss lossFunction, int size) method Update (line 248) | public void Update(ReadOnlySpan score, ReadOnlySpan ... method Aggregator (line 288) | public Aggregator(IHostEnvironment env, IRegressionLoss lossFunction... method InitializeNextPass (line 302) | internal override void InitializeNextPass(DataViewRow row, RoleMappe... method ProcessRow (line 318) | public override void ProcessRow() method GetSlotNames (line 363) | public void GetSlotNames(ref VBuffer> slotNames) class MultiOutputRegressionPerInstanceEvaluator (line 373) | internal sealed class MultiOutputRegressionPerInstanceEvaluator : PerIns... method GetVersionInfo (line 377) | private static VersionInfo GetVersionInfo() method MultiOutputRegressionPerInstanceEvaluator (line 403) | public MultiOutputRegressionPerInstanceEvaluator(IHostEnvironment env,... method MultiOutputRegressionPerInstanceEvaluator (line 410) | private MultiOutputRegressionPerInstanceEvaluator(IHostEnvironment env... method Create (line 419) | public static MultiOutputRegressionPerInstanceEvaluator Create(IHostEn... method SaveModel (line 428) | private protected override void SaveModel(ModelSaveContext ctx) method GetDependenciesCore (line 439) | private protected override Func GetDependenciesCore(Func GetScoreColumnSetId(DataViewSchema schema) method GetScoreColumnKind (line 583) | private void GetScoreColumnKind(ref ReadOnlyMemory dst) method GetScoreValueKind (line 588) | private void GetScoreValueKind(ref ReadOnlyMemory dst) method CreateSlotNamesGetter (line 593) | private ValueGetter>> CreateSlotNamesGett... class MultiOutputRegressionMamlEvaluator (line 612) | [BestFriend] class Arguments (line 615) | public sealed class Arguments : ArgumentsBase method MultiOutputRegressionMamlEvaluator (line 629) | public MultiOutputRegressionMamlEvaluator(IHostEnvironment env, Argume... method GetPerInstanceColumnsToSave (line 640) | private protected override IEnumerable GetPerInstanceColumnsTo... method PrintFoldResultsCore (line 662) | private protected override void PrintFoldResultsCore(IChannel ch, Dict... class Evaluate (line 771) | internal static partial class Evaluate method MultiOutputRegression (line 773) | [TlcModule.EntryPoint(Name = "Models.MultiOutputRegressionEvaluator", ... FILE: src/Microsoft.ML.Data/Evaluators/MulticlassClassificationEvaluator.cs class MulticlassClassificationEvaluator (line 29) | [BestFriend] class Arguments (line 32) | public sealed class Arguments type Metrics (line 49) | public enum Metrics method MulticlassClassificationEvaluator (line 66) | public MulticlassClassificationEvaluator(IHostEnvironment env, Argumen... method CheckScoreAndLabelTypes (line 75) | private protected override void CheckScoreAndLabelTypes(RoleMappedSche... method GetAggregatorCore (line 87) | private protected override Aggregator GetAggregatorCore(RoleMappedSche... method GetClassNames (line 96) | private ReadOnlyMemory[] GetClassNames(RoleMappedSchema schema) method CreatePerInstanceRowMapper (line 120) | private protected override IRowMapper CreatePerInstanceRowMapper(RoleM... method GetOverallMetricColumns (line 128) | public override IEnumerable GetOverallMetricColumns() method GetAggregatorConsolidationFuncs (line 140) | private protected override void GetAggregatorConsolidationFuncs(Aggreg... class Aggregator (line 255) | public sealed class Aggregator : AggregatorBase class Counters (line 257) | public sealed class Counters method Counters (line 327) | public Counters(int numClasses, int? outputTopKAcc) method Update (line 341) | public void Update(int seenRank, int assigned, double loglossCurr,... method CumulativeSum (line 366) | private static IEnumerable CumulativeSum(IEnumerable[] class... method InitializeNextPass (line 412) | internal override void InitializeNextPass(DataViewRow row, RoleMappe... method ProcessRow (line 429) | public override void ProcessRow() method GetWarningsCore (line 515) | protected override List GetWarningsCore() method GetSlotNames (line 533) | public void GetSlotNames(ref VBuffer> slotNames) method Evaluate (line 550) | public MulticlassClassificationMetrics Evaluate(IDataView data, string... class MulticlassPerInstanceEvaluator (line 581) | internal sealed class MulticlassPerInstanceEvaluator : PerInstanceEvalua... method GetVersionInfo (line 584) | private static VersionInfo GetVersionInfo() method MulticlassPerInstanceEvaluator (line 614) | public MulticlassPerInstanceEvaluator(IHostEnvironment env, DataViewSc... method MulticlassPerInstanceEvaluator (line 639) | private MulticlassPerInstanceEvaluator(IHostEnvironment env, ModelLoad... method Create (line 668) | public static MulticlassPerInstanceEvaluator Create(IHostEnvironment e... method SaveModel (line 677) | private protected override void SaveModel(ModelSaveContext ctx) method GetDependenciesCore (line 695) | private protected override Func GetDependenciesCore(Func>> CreateSlotNamesGett... method CreateKeyValueGetter (line 843) | private ValueGetter>> CreateKeyValueGetter() method CheckInputColumnTypes (line 855) | private void CheckInputColumnTypes(DataViewSchema schema) class MulticlassClassificationMamlEvaluator (line 869) | [BestFriend] class Arguments (line 872) | public class Arguments : ArgumentsBase method MulticlassClassificationMamlEvaluator (line 897) | public MulticlassClassificationMamlEvaluator(IHostEnvironment env, Arg... method PrintFoldResultsCore (line 919) | private protected override void PrintFoldResultsCore(IChannel ch, Dict... method CombineOverallMetricsCore (line 952) | private protected override IDataView CombineOverallMetricsCore(IDataVi... method ChangeTopKAccColumnName (line 999) | private IDataView ChangeTopKAccColumnName(IDataView input) method ChangeAllTopKAccColumnName (line 1005) | private IDataView ChangeAllTopKAccColumnName(IDataView input) method DropColumn (line 1011) | private IDataView DropColumn(IDataView input, string columnToDrop) method GetOverallMetricColumns (line 1020) | public override IEnumerable GetOverallMetricColumns() method GetPerInstanceColumnsToSave (line 1036) | private protected override IEnumerable GetPerInstanceColumnsTo... method GetPerInstanceMetricsCore (line 1052) | private protected override IDataView GetPerInstanceMetricsCore(IDataVi... class Evaluate (line 1088) | internal static partial class Evaluate method Multiclass (line 1090) | [TlcModule.EntryPoint(Name = "Models.ClassificationEvaluator", Desc = ... FILE: src/Microsoft.ML.Data/Evaluators/QuantileRegressionEvaluator.cs class QuantileRegressionEvaluator (line 27) | [BestFriend] class Arguments (line 31) | public sealed class Arguments : ArgumentsBase method QuantileRegressionEvaluator (line 37) | public QuantileRegressionEvaluator(IHostEnvironment env, Arguments args) method CreatePerInstanceRowMapper (line 42) | private protected override IRowMapper CreatePerInstanceRowMapper(RoleM... method CheckScoreAndLabelTypes (line 56) | private protected override void CheckScoreAndLabelTypes(RoleMappedSche... method GetAggregatorCore (line 68) | private protected override Aggregator GetAggregatorCore(RoleMappedSche... method GetOverallMetricColumns (line 80) | public override IEnumerable GetOverallMetricColumns() class Aggregator (line 89) | public sealed class Aggregator : RegressionAggregatorBase class Counters (line 91) | private sealed class Counters : CountersBase method Counters (line 123) | public Counters(int size) method UpdateCore (line 132) | protected override void UpdateCore(float label, in VBuffer ... method AddL1AndL2Loss (line 138) | private void AddL1AndL2Loss(float label, in VBuffer score, ... method AddCustomLoss (line 170) | private void AddCustomLoss(float weight, in VBuffer loss) method Normalize (line 191) | protected override void Normalize(in VBuffer src, ref VBuf... method Zero (line 204) | protected override VBuffer Zero() method Aggregator (line 219) | public Aggregator(IHostEnvironment env, IRegressionLoss lossFunction... method ApplyLossFunction (line 233) | protected override void ApplyLossFunction(in VBuffer score, f... method IsNaN (line 240) | protected override bool IsNaN(in VBuffer score) method AddColumn (line 245) | public override void AddColumn(ArrayDataViewBuilder dvBldr, string m... class QuantileRegressionPerInstanceEvaluator (line 260) | internal sealed class QuantileRegressionPerInstanceEvaluator : PerInstan... method GetVersionInfo (line 263) | private static VersionInfo GetVersionInfo() method QuantileRegressionPerInstanceEvaluator (line 284) | public QuantileRegressionPerInstanceEvaluator(IHostEnvironment env, Da... method QuantileRegressionPerInstanceEvaluator (line 298) | private QuantileRegressionPerInstanceEvaluator(IHostEnvironment env, M... method Create (line 317) | public static QuantileRegressionPerInstanceEvaluator Create(IHostEnvir... method SaveModel (line 326) | private protected override void SaveModel(ModelSaveContext ctx) method GetDependenciesCore (line 345) | private protected override Func GetDependenciesCore(Func>> CreateSlotNamesGett... method CreateGettersCore (line 380) | private protected override Delegate[] CreateGettersCore(DataViewRow in... method CheckInputColumnTypes (line 442) | private void CheckInputColumnTypes(DataViewSchema schema) class QuantileRegressionMamlEvaluator (line 460) | [BestFriend] class Arguments (line 463) | public sealed class Arguments : ArgumentsBase method QuantileRegressionMamlEvaluator (line 477) | public QuantileRegressionMamlEvaluator(IHostEnvironment env, Arguments... method PrintFoldResultsCore (line 488) | private protected override void PrintFoldResultsCore(IChannel ch, Dict... method GetOverallResultsCore (line 506) | private protected override IDataView GetOverallResultsCore(IDataView o... method ExtractRelevantIndex (line 511) | private IDataView ExtractRelevantIndex(IDataView data) method GetOverallMetricColumns (line 530) | public override IEnumerable GetOverallMetricColumns() method GetPerInstanceColumnsToSave (line 539) | private protected override IEnumerable GetPerInstanceColumnsTo... class Evaluate (line 556) | internal static partial class Evaluate method QuantileRegression (line 558) | [TlcModule.EntryPoint(Name = "Models.QuantileRegressionEvaluator", Des... FILE: src/Microsoft.ML.Data/Evaluators/RankingEvaluator.cs class RankingEvaluatorOptions (line 32) | public sealed class RankingEvaluatorOptions class RankingEvaluator (line 50) | [BestFriend] method RankingEvaluator (line 72) | public RankingEvaluator(IHostEnvironment env, RankingEvaluatorOptions ... method CheckScoreAndLabelTypes (line 96) | private protected override void CheckScoreAndLabelTypes(RoleMappedSche... method CheckCustomColumnTypesCore (line 112) | private protected override void CheckCustomColumnTypesCore(RoleMappedS... method GetActiveColsCore (line 123) | private protected override Func GetActiveColsCore(RoleMappe... method GetAggregatorCore (line 129) | private protected override Aggregator GetAggregatorCore(RoleMappedSche... method GetPerInstanceMetricsCore (line 134) | internal override IDataTransform GetPerInstanceMetricsCore(RoleMappedD... method GetOverallMetricColumns (line 145) | public override IEnumerable GetOverallMetricColumns() method GetAggregatorConsolidationFuncs (line 158) | private protected override void GetAggregatorConsolidationFuncs(Aggreg... method Evaluate (line 254) | public RankingMetrics Evaluate(IDataView data, string label, string gr... class Aggregator (line 280) | public sealed class Aggregator : AggregatorBase class Counters (line 282) | public sealed class Counters method Counters (line 354) | public Counters(Double[] labelGains, int truncationLevel, bool gro... method Update (line 379) | public void Update(short label, Single output) method UpdateGroup (line 385) | public void UpdateGroup(Single weight) method Aggregator (line 436) | public Aggregator(IHostEnvironment env, Double[] labelGains, int tru... method InitializeNextPass (line 452) | internal override void InitializeNextPass(DataViewRow row, RoleMappe... method ProcessRow (line 475) | public override void ProcessRow() method ProcessGroup (line 513) | private void ProcessGroup() method FinishPassCore (line 523) | protected override void FinishPassCore() method GetGroupSummarySlotNames (line 530) | public ValueGetter>> GetGroupSummarySlo... method GetSlotNames (line 542) | public void GetSlotNames(ref VBuffer> slotNames) class RankingPerInstanceTransform (line 552) | internal sealed class RankingPerInstanceTransform : IDataTransform method GetVersionInfo (line 557) | private static VersionInfo GetVersionInfo() method RankingPerInstanceTransform (line 589) | public RankingPerInstanceTransform(IHostEnvironment env, IDataView inp... method RankingPerInstanceTransform (line 595) | private RankingPerInstanceTransform(IHostEnvironment env, ModelLoadCon... method Create (line 600) | public static RankingPerInstanceTransform Create(IHostEnvironment env,... method Save (line 610) | void ICanSaveModel.Save(ModelSaveContext ctx) method GetRowCount (line 617) | public long? GetRowCount() method GetRowCursor (line 622) | public DataViewRowCursor GetRowCursor(IEnumerable>... method GetAnnotationTypeCore (line 661) | protected override DataViewType GetAnnotationTypeCore(string kind,... method GetAnnotationCore (line 669) | protected override void GetAnnotationCore(string kind, int... method SlotNamesGetter (line 680) | private void SlotNamesGetter(int iinfo, ref VBuffer dst) method GetLabelGetter (line 785) | protected override ValueGetter GetLabelGetter(DataViewRow row) method GetScoreGetter (line 797) | protected override ValueGetter GetScoreGetter(DataViewRow row) method InitializeState (line 802) | protected override RowCursorState InitializeState(DataViewRow input) method ProcessExample (line 807) | protected override void ProcessExample(RowCursorState state, short l... method UpdateState (line 813) | protected override void UpdateState(RowCursorState state) class RowCursorState (line 828) | public sealed class RowCursorState method RowCursorState (line 837) | public RowCursorState(int truncationLevel) class RankingMamlEvaluator (line 852) | [BestFriend] class Arguments (line 855) | public sealed class Arguments : ArgumentsBase method RankingMamlEvaluator (line 877) | public RankingMamlEvaluator(IHostEnvironment env, Arguments args) method GetInputColumnRolesCore (line 893) | private protected override IEnumerable[]... method GetPerInstanceColumnsToSave (line 940) | private protected override IEnumerable GetPerInstanceColumnsTo... class RankingUtils (line 960) | internal static class RankingUtils method GetDiscountMapCore (line 967) | private static Double[] GetDiscountMapCore(int truncationLevel) method GetDiscountMap (line 977) | public static Double[] GetDiscountMap(int truncationLevel) method QueryMaxDcg (line 996) | public static void QueryMaxDcg(Double[] labelGains, int truncationLeve... method QueryDcg (line 1035) | public static void QueryDcg(Double[] labelGains, int truncationLevel, ... method GetCompareItems (line 1056) | private static Comparison GetCompareItems(List queryLabels... class Evaluate (line 1078) | internal static partial class Evaluate method Ranking (line 1080) | [TlcModule.EntryPoint(Name = "Models.RankingEvaluator", Desc = "Evalua... FILE: src/Microsoft.ML.Data/Evaluators/RegressionEvaluator.cs class RegressionEvaluator (line 26) | [BestFriend] class Arguments (line 30) | public sealed class Arguments : ArgumentsBase type Metrics (line 34) | public enum Metrics method RegressionEvaluator (line 50) | public RegressionEvaluator(IHostEnvironment env, Arguments args) method CheckScoreAndLabelTypes (line 55) | private protected override void CheckScoreAndLabelTypes(RoleMappedSche... method GetAggregatorCore (line 67) | private protected override Aggregator GetAggregatorCore(RoleMappedSche... method CreatePerInstanceRowMapper (line 72) | private protected override IRowMapper CreatePerInstanceRowMapper(RoleM... method GetOverallMetricColumns (line 80) | public override IEnumerable GetOverallMetricColumns() class Aggregator (line 89) | public sealed class Aggregator : RegressionAggregatorBase class Counters (line 91) | private sealed class Counters : CountersBase method UpdateCore (line 117) | protected override void UpdateCore(float label, in float score, in... method Normalize (line 125) | protected override void Normalize(in double src, ref double dst) method Zero (line 130) | protected override double Zero() method Aggregator (line 143) | public Aggregator(IHostEnvironment env, IRegressionLoss lossFunction... method ApplyLossFunction (line 150) | protected override void ApplyLossFunction(in float score, float labe... method IsNaN (line 155) | protected override bool IsNaN(in float score) method AddColumn (line 160) | public override void AddColumn(ArrayDataViewBuilder dvBldr, string m... method Evaluate (line 174) | public RegressionMetrics Evaluate(IDataView data, string label, string... class RegressionPerInstanceEvaluator (line 200) | internal sealed class RegressionPerInstanceEvaluator : PerInstanceEvalua... method GetVersionInfo (line 203) | private static VersionInfo GetVersionInfo() method RegressionPerInstanceEvaluator (line 220) | public RegressionPerInstanceEvaluator(IHostEnvironment env, DataViewSc... method RegressionPerInstanceEvaluator (line 226) | private RegressionPerInstanceEvaluator(IHostEnvironment env, ModelLoad... method Create (line 235) | public static RegressionPerInstanceEvaluator Create(IHostEnvironment e... method SaveModel (line 244) | private protected override void SaveModel(ModelSaveContext ctx) method GetDependenciesCore (line 255) | private protected override Func GetDependenciesCore(Func GetPerInstanceColumnsTo... class Evaluate (line 383) | internal static partial class Evaluate method Regression (line 385) | [TlcModule.EntryPoint(Name = "Models.RegressionEvaluator", Desc = "Eva... FILE: src/Microsoft.ML.Data/Evaluators/RegressionEvaluatorBase.cs class RegressionLossEvaluatorBase (line 14) | [BestFriend] class ArgumentsBase (line 18) | public abstract class ArgumentsBase method RegressionLossEvaluatorBase (line 32) | protected RegressionLossEvaluatorBase(ArgumentsBase args, IHostEnviron... class RegressionEvaluatorBase (line 40) | [BestFriend] method RegressionEvaluatorBase (line 44) | [BestFriend] method GetAggregatorConsolidationFuncs (line 50) | private protected override void GetAggregatorConsolidationFuncs(TAgg a... class RegressionAggregatorBase (line 114) | public abstract class RegressionAggregatorBase : AggregatorBase class CountersBase (line 116) | public abstract class CountersBase method Update (line 163) | public void Update(ref TScore score, float label, float weight, re... method UpdateCore (line 171) | protected abstract void UpdateCore(float label, in TScore score, i... method Normalize (line 173) | protected abstract void Normalize(in TMetrics src, ref TMetrics dst); method Zero (line 175) | protected abstract TMetrics Zero(); method RegressionAggregatorBase (line 191) | [BestFriend] method InitializeNextPass (line 200) | internal override void InitializeNextPass(DataViewRow row, RoleMappe... method ProcessRow (line 216) | public override void ProcessRow() method ApplyLossFunction (line 251) | protected abstract void ApplyLossFunction(in TScore score, float lab... method IsNaN (line 253) | protected abstract bool IsNaN(in TScore score); method AddColumn (line 255) | public abstract void AddColumn(ArrayDataViewBuilder dvBldr, string m... FILE: src/Microsoft.ML.Data/LoggingEventArgs.cs class LoggingEventArgs (line 13) | public class LoggingEventArgs : EventArgs method LoggingEventArgs (line 19) | public LoggingEventArgs(string message) method LoggingEventArgs (line 30) | public LoggingEventArgs(string message, ChannelMessageKind kind, strin... FILE: src/Microsoft.ML.Data/MLContext.cs class MLContext (line 21) | public sealed class MLContext : IHostEnvironmentInternal method MLContext (line 145) | public MLContext(int? seed = null) method ProcessMessage (line 162) | private void ProcessMessage(IMessageSource source, ChannelMessage mess... method Process (line 173) | TException IExceptionContext.Process(TException ex) => _en... method Register (line 174) | IHost IHostEnvironment.Register(string name, int? seed, bool? verbose)... method Start (line 175) | IChannel IChannelProvider.Start(string name) => _env.Start(name); method StartPipe (line 176) | IPipe IChannelProvider.StartPipe(string name) => _... method StartProgressChannel (line 177) | IProgressChannel IProgressChannelProvider.StartProgressChannel(string ... method CancelExecution (line 180) | [BestFriend] method InitializeOneDalDispatchingEnabled (line 186) | private static bool InitializeOneDalDispatchingEnabled() method TryAddOption (line 202) | public bool TryAddOption(string name, T value) => _env.TryAddOption... method SetOption (line 203) | public void SetOption(string name, T value) => _env.SetOption(name,... method TryGetOption (line 204) | public bool TryGetOption(string name, out T value) => _env.TryGetOp... method GetOptionOrDefault (line 205) | public T GetOptionOrDefault(string name) => _env.GetOptionOrDefault... method RemoveOption (line 206) | public bool RemoveOption(string name) => _env.RemoveOption(name); FILE: src/Microsoft.ML.Data/Model/ModelOperationsCatalog.cs class ModelOperationsCatalog (line 18) | public sealed class ModelOperationsCatalog : IInternalCatalog method ModelOperationsCatalog (line 25) | internal ModelOperationsCatalog(IHostEnvironment env) method Save (line 39) | public void Save(ITransformer model, IDataLoader loa... method Save (line 65) | public void Save(ITransformer model, IDataLoader loa... method Save (line 83) | public void Save(ITransformer model, DataViewSchema inputSchema, Strea... method Save (line 112) | public void Save(ITransformer model, DataViewSchema inputSchema, strin... method SaveInputSchema (line 122) | private void SaveInputSchema(DataViewSchema inputSchema, RepositoryWri... method Load (line 152) | public ITransformer Load(Stream stream, out DataViewSchema inputSchema) method Load (line 211) | public ITransformer Load(string filePath, out DataViewSchema inputSchema) method DecomposeLoader (line 224) | private ITransformer DecomposeLoader(ref IDataLoader CreatePredictionEngine... method CreatePredictionEngine (line 329) | public PredictionEngine CreatePredictionEngine... method CreatePredictionEngine (line 346) | public PredictionEngine CreatePredictionEngine... FILE: src/Microsoft.ML.Data/Model/Onnx/ICanSaveOnnx.cs type ICanSaveOnnx (line 10) | [BestFriend] method CanSaveOnnx (line 20) | bool CanSaveOnnx(OnnxContext ctx); type ISaveAsOnnx (line 26) | [BestFriend] method SaveAsOnnx (line 33) | void SaveAsOnnx(OnnxContext ctx); type ITransformCanSaveOnnx (line 39) | [BestFriend] type IBindableCanSaveOnnx (line 49) | [BestFriend] method SaveAsOnnx (line 67) | bool SaveAsOnnx(OnnxContext ctx, RoleMappedSchema schema, string[] out... type ISingleCanSaveOnnx (line 74) | [BestFriend] method SaveAsOnnx (line 77) | bool SaveAsOnnx(OnnxContext ctx, string[] outputNames, string featureC... type IDistCanSaveOnnx (line 84) | [BestFriend] method SaveAsOnnx (line 87) | new bool SaveAsOnnx(OnnxContext ctx, string[] outputNames, string feat... FILE: src/Microsoft.ML.Data/Model/Onnx/OnnxContext.cs type OnnxVersion (line 11) | [BestFriend] class OnnxContext (line 21) | [BestFriend] method GetNodeName (line 29) | public abstract string GetNodeName(string prefix); method IsVariableDefined (line 36) | public abstract bool IsVariableDefined(string variableName); method ContainsColumn (line 44) | public abstract bool ContainsColumn(string colName); method CheckOpSetVersion (line 50) | public abstract void CheckOpSetVersion(int thisTransformerMinumumOpSet... method RemoveColumn (line 59) | public abstract void RemoveColumn(string colName, bool removeVariable ... method RemoveVariable (line 68) | public abstract void RemoveVariable(string variableName, bool removeCo... method RemoveInputVariable (line 74) | public abstract void RemoveInputVariable(string variableName); method GetVariableName (line 86) | public abstract string GetVariableName(string colName); method AddIntermediateVariable (line 97) | public abstract string AddIntermediateVariable(DataViewType type, stri... method CreateNode (line 109) | public abstract OnnxNode CreateNode(string opType, IEnumerable... method CreateNode (line 123) | public OnnxNode CreateNode(string opType, string input, string output,... method GetOnnxVersion (line 130) | public abstract OnnxVersion GetOnnxVersion(); method RetrieveShapeOrNull (line 137) | public abstract List RetrieveShapeOrNull(string variableName); method AddInitializer (line 146) | public abstract string AddInitializer(bool value, string name = null, ... method AddInitializer (line 155) | public abstract string AddInitializer(float value, string name = null,... method AddInitializer (line 165) | public abstract string AddInitializer(int value, Type type, string nam... method AddInitializer (line 174) | public abstract string AddInitializer(string value, string name = null... method AddInitializer (line 183) | public abstract string AddInitializer(long value, string name = null, ... method AddInitializer (line 192) | public abstract string AddInitializer(double value, string name = null... method AddInitializer (line 202) | public abstract string AddInitializer(ulong value, bool isUint64, stri... method AddInitializer (line 212) | public abstract string AddInitializer(IEnumerable values, IEnume... method AddInitializer (line 222) | public abstract string AddInitializer(IEnumerable values, IEnum... method AddInitializer (line 233) | public abstract string AddInitializer(IEnumerable values, Type ty... method AddInitializer (line 243) | public abstract string AddInitializer(IEnumerable values, IEnu... method AddInitializer (line 253) | public abstract string AddInitializer(IEnumerable values, IEnume... method AddInitializer (line 263) | public abstract string AddInitializer(IEnumerable values, IEnu... method AddInitializer (line 274) | public abstract string AddInitializer(IEnumerable values, bool ... FILE: src/Microsoft.ML.Data/Model/Onnx/OnnxNode.cs class OnnxNode (line 16) | [BestFriend] method AddAttribute (line 19) | public abstract void AddAttribute(string argName, double value); method AddAttribute (line 20) | public abstract void AddAttribute(string argName, long value); method AddAttribute (line 21) | public abstract void AddAttribute(string argName, ReadOnlyMemory... method AddAttribute (line 22) | public abstract void AddAttribute(string argName, string value); method AddAttribute (line 23) | public abstract void AddAttribute(string argName, bool value); method AddAttribute (line 25) | public abstract void AddAttribute(string argName, IEnumerable ... method AddAttribute (line 26) | public abstract void AddAttribute(string argName, IEnumerable v... method AddAttribute (line 27) | public abstract void AddAttribute(string argName, IEnumerable va... method AddAttribute (line 28) | public abstract void AddAttribute(string argName, IEnumerable ... method AddAttribute (line 31) | public abstract void AddAttribute(string argName, IEnumerable va... method AddAttribute (line 32) | public abstract void AddAttribute(string argName, Type t); FILE: src/Microsoft.ML.Data/Model/Pfa/BoundPfaContext.cs class BoundPfaContext (line 24) | [BestFriend] method BoundPfaContext (line 45) | public BoundPfaContext(IHostEnvironment env, DataViewSchema inputSchem... method SetInput (line 59) | private void SetInput(DataViewSchema schema, HashSet toDrop) method Finalize (line 107) | public JObject Finalize(DataViewSchema schema, params string[] toOutput) method PfaTypeOrNullForColumn (line 165) | private JToken PfaTypeOrNullForColumn(DataViewSchema schema, int col) method CreateNameVar (line 174) | private string CreateNameVar(string name) method CreateNameCell (line 189) | private string CreateNameCell(string name) method DeclareVar (line 205) | public string[] DeclareVar(params KeyValuePair[] vars) method DeclareVar (line 221) | public string DeclareVar(string name, JToken value) method GetFreeFunctionName (line 228) | public string GetFreeFunctionName(string baseName) method DeclareCell (line 238) | public string DeclareCell(string name, JToken type, JToken init) method Hide (line 257) | public void Hide(params string[] names) method TokenOrNullForName (line 272) | public string TokenOrNullForName(string name) method IsInput (line 286) | public bool IsInput(string name) FILE: src/Microsoft.ML.Data/Model/Pfa/ICanSavePfa.cs type ICanSavePfa (line 11) | [BestFriend] type ISaveAsPfa (line 27) | [BestFriend] method SaveAsPfa (line 37) | void SaveAsPfa(BoundPfaContext ctx); type ITransformCanSavePfa (line 43) | [BestFriend] type IBindableCanSavePfa (line 53) | [BestFriend] method SaveAsPfa (line 71) | void SaveAsPfa(BoundPfaContext ctx, RoleMappedSchema schema, string[] ... type ISingleCanSavePfa (line 78) | [BestFriend] method SaveAsPfa (line 93) | JToken SaveAsPfa(BoundPfaContext ctx, JToken input); type IDistCanSavePfa (line 100) | [BestFriend] method SaveAsPfa (line 117) | void SaveAsPfa(BoundPfaContext ctx, JToken input, FILE: src/Microsoft.ML.Data/Model/Pfa/ModelUtils.cs class ModelUtils (line 10) | internal static class ModelUtils method ArgCase (line 12) | private static string ArgCase(string name) method CreateNameCore (line 34) | public static string CreateNameCore(string name, Func co... FILE: src/Microsoft.ML.Data/Model/Pfa/PfaContext.cs class PfaContext (line 15) | [BestFriend] type VariableBlock (line 29) | private readonly struct VariableBlock method VariableBlock (line 34) | public VariableBlock(string type, KeyValuePair[] loc... method ToToken (line 40) | public JToken ToToken() type CellBlock (line 51) | private readonly struct CellBlock method CellBlock (line 57) | public CellBlock(string name, JToken type, JToken init) method ToToken (line 64) | public JObject ToToken() type FuncBlock (line 73) | private readonly struct FuncBlock method FuncBlock (line 80) | public FuncBlock(string name, JArray prms, JToken returnType, JToken... method ToToken (line 88) | public JObject ToToken() method PfaContext (line 98) | public PfaContext(IHostEnvironment env) method Finalize (line 109) | public JObject Finalize() method CreatePair (line 148) | public KeyValuePair CreatePair(string varName, string ... method AddVariables (line 153) | public void AddVariables(params KeyValuePair[] locals) method AddCell (line 184) | public void AddCell(string name, JToken type, JToken init) method AddFunc (line 194) | public void AddFunc(string name, JArray prms, JToken returnType, JToke... method CreateFuncBlock (line 202) | public static JObject CreateFuncBlock(JArray prms, JToken returnType, ... method ContainsCell (line 207) | public bool ContainsCell(string name) => _cellBlocks.Any(c => c.Name =... method ContainsVar (line 209) | public bool ContainsVar(string name) => _variables.Contains(name); method ContainsFunc (line 211) | public bool ContainsFunc(string name) => _funcBlocks.Any(b => b.Name =... method ContainsType (line 213) | public bool ContainsType(string name) => _types.Contains(name); method RegisterType (line 229) | public bool RegisterType(string name) FILE: src/Microsoft.ML.Data/Model/Pfa/PfaUtils.cs class PfaUtils (line 12) | [BestFriend] method AddReturn (line 15) | public static JObject AddReturn(this JObject toEdit, string name, JTok... method Call (line 33) | public static JObject Call(string func, params JToken[] prms) method FuncRef (line 42) | public static JObject FuncRef(string func) method Param (line 48) | public static JObject Param(string name, JToken type) method Index (line 55) | public static JObject Index(JToken arrayOrMap, JToken key) method String (line 65) | public static JObject String(string str) method For (line 71) | public static JObject For(JObject initBlock, JObject whileBlock, JObje... method If (line 81) | public static JObject If(JToken condition, JToken thenBlock, JToken el... method VectorCase (line 101) | public static JObject VectorCase(JToken itemType, JToken src, string a... method Cell (line 112) | public static JObject Cell(string name) class Type (line 118) | public static class Type method Map (line 128) | public static JToken Map(JToken valueType) method Array (line 137) | public static JToken Array(JToken itemType) method Union (line 146) | public static JToken Union(params JToken[] types) method Vector (line 152) | public static JToken Vector(JToken itemType) method PfaTypeOrNullForColumnType (line 158) | public static JToken PfaTypeOrNullForColumnType(DataViewType type) method PfaTypeOrNullCore (line 173) | private static JToken PfaTypeOrNullCore(DataViewType itemType) method DefaultTokenOrNull (line 225) | public static JToken DefaultTokenOrNull(PrimitiveDataViewType itemType) method EnsureCount (line 272) | public static string EnsureCount(this PfaContext ctx, JToken itemType) method EnsureHasChars (line 287) | public static string EnsureHasChars(this PfaContext ctx) method EnsureNewArray (line 298) | public static string EnsureNewArray(this PfaContext ctx) method EnsureAdd (line 324) | public static string EnsureAdd(this PfaContext ctx, JToken itemType) method EnsureSub (line 326) | public static string EnsureSub(this PfaContext ctx, JToken itemType) method EnsureMul (line 328) | public static string EnsureMul(this PfaContext ctx, JToken itemType) method EnsureDiv (line 330) | public static string EnsureDiv(this PfaContext ctx, JToken itemType) method EnsureOpCore (line 333) | private static string EnsureOpCore(PfaContext ctx, string funcPrefix, ... FILE: src/Microsoft.ML.Data/Model/Pfa/SavePfaCommand.cs class SavePfaCommand (line 23) | internal sealed class SavePfaCommand : DataCommand.ImplBase CreateDropMap(string toDrop) method Run (line 93) | public override void Run() method GetPipe (line 101) | private void GetPipe(IChannel ch, IDataView end, out IDataView source,... method Run (line 121) | private void Run(IChannel ch) FILE: src/Microsoft.ML.Data/Model/PredictionEngineExtensions.cs class PredictionEngineExtensions (line 13) | internal static class PredictionEngineExtensions method CreatePredictionEngine (line 28) | public static PredictionEngine CreatePredictionEngine> ICanGetSummaryInKeyValuePairs.GetS... method SaveCore (line 267) | private protected void SaveCore(ModelSaveContext ctx) method GetPredictor (line 273) | private protected static TSubModel GetPredictor(IHostEnvironment env, ... method GetCalibrator (line 280) | private protected static TCalibrator GetCalibrator(IHostEnvironment en... class CalibratedModelParametersBase (line 181) | public abstract class CalibratedModelParametersBase> ICanGetSummaryInKeyValuePairs.GetS... method SaveCore (line 267) | private protected void SaveCore(ModelSaveContext ctx) method GetPredictor (line 273) | private protected static TSubModel GetPredictor(IHostEnvironment env, ... method GetCalibrator (line 280) | private protected static TCalibrator GetCalibrator(IHostEnvironment en... class ValueMapperCalibratedModelParametersBase (line 288) | internal abstract class ValueMapperCalibratedModelParametersBase (_mapper as ICanSave... method ValueMapperCalibratedModelParametersBase (line 307) | private protected ValueMapperCalibratedModelParametersBase(IHostEnviro... method GetMapper (line 319) | ValueMapper IValueMapper.GetMapper() method GetMapper (line 324) | ValueMapper IValueMapperDist.GetMapper> IFeatureContributionMapper.GetFeatur... method SaveAsPfa (line 345) | JToken ISingleCanSavePfa.SaveAsPfa(BoundPfaContext ctx, JToken input) method SaveAsPfa (line 355) | void IDistCanSavePfa.SaveAsPfa(BoundPfaContext ctx, JToken input, method SaveAsOnnx (line 376) | bool IDistCanSaveOnnx.SaveAsOnnx(OnnxContext ctx, string[] outputNames... method SaveAsOnnx (line 379) | bool ISingleCanSaveOnnx.SaveAsOnnx(OnnxContext ctx, string[] outputNam... class ValueMapperCalibratedModelParameters (line 399) | [BestFriend] method ValueMapperCalibratedModelParameters (line 406) | internal ValueMapperCalibratedModelParameters(IHostEnvironment env, TS... method GetVersionInfo (line 414) | private static VersionInfo GetVersionInfo() method GetVersionInfoBulk (line 424) | private static VersionInfo GetVersionInfoBulk() method ValueMapperCalibratedModelParameters (line 435) | private ValueMapperCalibratedModelParameters(IHostEnvironment env, Mod... method Create (line 440) | private static CalibratedModelParametersBase Create(IHostEnvironment e... method Save (line 460) | void ICanSaveModel.Save(ModelSaveContext ctx) class FeatureWeightsCalibratedModelParameters (line 469) | [BestFriend] method FeatureWeightsCalibratedModelParameters (line 480) | internal FeatureWeightsCalibratedModelParameters(IHostEnvironment env,... method GetVersionInfo (line 491) | private static VersionInfo GetVersionInfo() method FeatureWeightsCalibratedModelParameters (line 502) | private FeatureWeightsCalibratedModelParameters(IHostEnvironment env, ... method Create (line 510) | private static CalibratedModelParametersBase Create(IHostEnvironment e... method Save (line 527) | void ICanSaveModel.Save(ModelSaveContext ctx) method GetFeatureWeights (line 535) | public void GetFeatureWeights(ref VBuffer weights) class ParameterMixingCalibratedModelParameters (line 545) | [PredictionTransformerLoadType(typeof(CalibratedModelParametersBase<,>))] method ParameterMixingCalibratedModelParameters (line 556) | internal ParameterMixingCalibratedModelParameters(IHostEnvironment env... method GetVersionInfo (line 568) | private static VersionInfo GetVersionInfo() method ParameterMixingCalibratedModelParameters (line 579) | private ParameterMixingCalibratedModelParameters(IHostEnvironment env,... method Create (line 587) | private static CalibratedModelParametersBase Create(IHostEnvironment e... method Save (line 604) | void ICanSaveModel.Save(ModelSaveContext ctx) method GetFeatureWeights (line 612) | public void GetFeatureWeights(ref VBuffer weights) method CombineParameters (line 617) | IParameterMixer IParameterMixer.CombineParameters(IList<... class SchemaBindableCalibratedModelParameters (line 639) | [BestFriend] class Bound (line 645) | private sealed class Bound : ISchemaBoundRowMapper method Bound (line 659) | public Bound(IHostEnvironment env, SchemaBindableCalibratedModelPara... method GetDependenciesForNewColumns (line 676) | IEnumerable ISchemaBoundRowMapper.GetDependen... method GetInputColumnRoles (line 684) | public IEnumerable... method GetRow (line 689) | DataViewRow ISchemaBoundRowMapper.GetRow(DataViewRow input, IEnumera... method GetPredictorGetter (line 711) | private Delegate GetPredictorGetter(DataViewRow input, int col) method GetProbGetter (line 714) | private Delegate GetProbGetter(DataViewRow input) method GetVersionInfo (line 733) | private static VersionInfo GetVersionInfo() method CanSaveOnnx (line 750) | bool ICanSaveOnnx.CanSaveOnnx(OnnxContext ctx) => (_bindable as ICanSa... method SchemaBindableCalibratedModelParameters (line 752) | internal SchemaBindableCalibratedModelParameters(IHostEnvironment env,... method SchemaBindableCalibratedModelParameters (line 759) | private SchemaBindableCalibratedModelParameters(IHostEnvironment env, ... method Create (line 766) | internal static CalibratedModelParametersBase Create(IHostEnvironment ... method Save (line 773) | void ICanSaveModel.Save(ModelSaveContext ctx) method SaveAsPfa (line 781) | void IBindableCanSavePfa.SaveAsPfa(BoundPfaContext ctx, RoleMappedSche... method SaveAsOnnx (line 791) | bool IBindableCanSaveOnnx.SaveAsOnnx(OnnxContext ctx, RoleMappedSchema... method Bind (line 800) | public ISchemaBoundMapper Bind(IHostEnvironment env, RoleMappedSchema ... method GetFeatureContributionMapper (line 807) | ValueMapper> IFeatureContributionMapper.GetFeatur... class CreateCalibratedModelParameters (line 815) | internal static class CreateCalibratedModelParameters method Create (line 817) | internal static object Create(IHostEnvironment env, ModelLoadContext c... class CalibratorUtils (line 837) | [BestFriend] method NeedCalibration (line 844) | private static bool NeedCalibration(IHostEnvironment env, IChannel ch,... method TrainCalibratorIfNeeded (line 907) | public static IPredictor TrainCalibratorIfNeeded(IHostEnvironment env,... method GetCalibratedPredictor (line 933) | public static IPredictor GetCalibratedPredictor(IHostEnvironment env, ... method TrainCalibrator (line 940) | public static ICalibrator TrainCalibrator(IHostEnvironment env, IChann... method TrainCalibrator (line 1013) | public static ICalibrator TrainCalibrator(IHostEnvironment env, IChann... method CreateCalibratedPredictor (line 1027) | public static IPredictorProducing CreateCalibratedPredictor(ColumnBind... method ColumnBindingsBase (line 304) | protected ColumnBindingsBase(DataViewSchema input, bool user, params s... method ComputeColumnMapping (line 347) | private static void ComputeColumnMapping(DataViewSchema input, string[... method MapColumnIndex (line 417) | public int MapColumnIndex(out bool isSrcColumn, int col) method MapIinfoToCol (line 440) | public int MapIinfoToCol(int iinfo) method TryGetColumnIndex (line 446) | public bool TryGetColumnIndex(string name, out int col) method GetColumnName (line 487) | public string GetColumnName(int col) method GetColumnType (line 498) | public DataViewType GetColumnType(int col) method GetAnnotationTypes (line 509) | public IEnumerable> GetAnnotationTy... method GetAnnotationTypeOrNull (line 521) | public DataViewType GetAnnotationTypeOrNull(string kind, int col) method GetAnnotation (line 534) | public void GetAnnotation(string kind, int col, ref TValue value) method TryGetColumnIndexCore (line 550) | protected bool TryGetColumnIndexCore(string name, out int iinfo) method GetColumnNameCore (line 556) | protected string GetColumnNameCore(int iinfo) method GetColumnTypeCore (line 562) | protected abstract DataViewType GetColumnTypeCore(int iinfo); method GetAnnotationTypesCore (line 564) | protected virtual IEnumerable> GetA... method GetAnnotationTypeCore (line 570) | protected virtual DataViewType GetAnnotationTypeCore(string kind, int ... method GetAnnotationCore (line 577) | protected virtual void GetAnnotationCore(string kind, int iinf... method GetActive (line 589) | public bool[] GetActive(Func predicate) method GetActive (line 595) | public bool[] GetActive(IEnumerable columns) method GetActiveInput (line 603) | public bool[] GetActiveInput(Func predicate) method GetActiveInput (line 622) | public bool[] GetActiveInput(IEnumerable inputC... method AnyNewColumnsActive (line 633) | public bool AnyNewColumnsActive(Func predicate) class ColumnBindings (line 653) | [BestFriend] method ColumnBindings (line 679) | public ColumnBindings(DataViewSchema input, DataViewSchema.DetachedCol... method MapColumnIndex (line 747) | public int MapColumnIndex(out bool isSrcColumn, int col) method GetActiveInput (line 770) | public bool[] GetActiveInput(Func predicate) class ColumnParsingUtils (line 790) | [BestFriend] method TryParse (line 796) | public static bool TryParse(string str, out string name, out string so... method TryParse (line 824) | public static bool TryParse(string str, out string name, out string so... FILE: src/Microsoft.ML.Data/Transforms/ColumnConcatenatingEstimator.cs class ColumnConcatenatingEstimator (line 39) | public sealed class ColumnConcatenatingEstimator : IEstimator GetPairs(str... method ColumnOptions (line 159) | public ColumnOptions(string name, IEnumerable<(string name, string a... method Save (line 175) | public void Save(ModelSaveContext ctx) method ColumnOptions (line 195) | internal ColumnOptions(ModelLoadContext ctx) method ColumnConcatenatingTransformer (line 231) | internal ColumnConcatenatingTransformer(IHostEnvironment env, string o... method ColumnConcatenatingTransformer (line 239) | internal ColumnConcatenatingTransformer(IHostEnvironment env, params C... method GetVersionInfo (line 246) | private static VersionInfo GetVersionInfo() method SaveModel (line 263) | private protected override void SaveModel(ModelSaveContext ctx) method ColumnConcatenatingTransformer (line 283) | private ColumnConcatenatingTransformer(IHostEnvironment env, ModelLoad... method LoadLegacy (line 304) | private ColumnOptions[] LoadLegacy(ModelLoadContext ctx) method Create (line 369) | internal static IDataTransform Create(IHostEnvironment env, Options op... method Create (line 388) | [BestFriend] method MakeRowMapper (line 406) | private protected override IRowMapper MakeRowMapper(DataViewSchema inp... method Create (line 411) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Create (line 417) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... class Mapper (line 420) | private sealed class Mapper : MapperBase, ISaveAsOnnx, ISaveAsPfa method CanSaveOnnx (line 425) | public bool CanSaveOnnx(OnnxContext ctx) => true; method Mapper (line 428) | public Mapper(ColumnConcatenatingTransformer parent, DataViewSchema ... method MakeColumn (line 440) | private BoundColumn MakeColumn(DataViewSchema inputSchema, int iinfo) class BoundColumn (line 522) | private sealed class BoundColumn method BoundColumn (line 548) | public BoundColumn(DataViewSchema inputSchema, ColumnOptions colum... method MakeSchemaColumn (line 571) | public DataViewSchema.DetachedColumn MakeSchemaColumn() method GetIsNormalized (line 590) | private void GetIsNormalized(ref bool value) => value = _isNormali... method GetCategoricalSlotRanges (line 592) | private void GetCategoricalSlotRanges(ref VBuffer dst) method GetSlotNames (line 618) | private void GetSlotNames(ref VBuffer> dst) method MakeGetter (line 675) | public Delegate MakeGetter(DataViewRow input) method MakeIdentityGetter (line 683) | private Delegate MakeIdentityGetter(DataViewRow input) method MakeGetter (line 689) | private Delegate MakeGetter(DataViewRow input) method SavePfaInfo (line 807) | public KeyValuePair SavePfaInfo(BoundPfaContext ctx) method GetDependenciesCore (line 857) | private protected override Func GetDependenciesCore(Func<... method GetOutputColumnsCore (line 871) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... method SaveModel (line 873) | private protected override void SaveModel(ModelSaveContext ctx) => _... method MakeGetter (line 875) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method SaveAsPfa (line 881) | public void SaveAsPfa(BoundPfaContext ctx) method SaveAsOnnx (line 900) | public void SaveAsOnnx(OnnxContext ctx) FILE: src/Microsoft.ML.Data/Transforms/ColumnCopying.cs class ColumnCopyingEstimator (line 54) | public sealed class ColumnCopyingEstimator : TrivialEstimator true; method Mapper (line 206) | internal Mapper(ColumnCopyingTransformer parent, DataViewSchema inpu... method MakeGetter (line 213) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method MakeGetter (line 224) | private static Delegate MakeGetter(DataViewRow row, int index) method GetOutputColumnsCore (line 227) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... method SaveAsOnnx (line 238) | public void SaveAsOnnx(OnnxContext ctx) FILE: src/Microsoft.ML.Data/Transforms/ColumnSelecting.cs class ColumnSelectingEstimator (line 64) | public sealed class ColumnSelectingEstimator : TrivialEstimator SaveModel(ctx); method SaveModel (line 445) | internal void SaveModel(ModelSaveContext ctx) method IsSchemaValid (line 458) | internal static bool IsSchemaValid(IEnumerable inputColumns, method GetOutputSchema (line 472) | public DataViewSchema GetOutputSchema(DataViewSchema inputSchema) method GetRowToRowMapper (line 491) | IRowToRowMapper ITransformer.GetRowToRowMapper(DataViewSchema inputSch... method Transform (line 509) | public IDataView Transform(IDataView input) class Mapper (line 521) | private sealed class Mapper method Mapper (line 531) | public Mapper(ColumnSelectingTransformer transform, DataViewSchema i... method GetInputIndex (line 543) | public int GetInputIndex(int outputIndex) method BuildOutputToInputMap (line 549) | private static int[] BuildOutputToInputMap(IEnumerable selec... method GenerateOutputSchema (line 615) | private static DataViewSchema GenerateOutputSchema(IEnumerable ... class RowImpl (line 623) | private sealed class RowImpl : WrappingRow method RowImpl (line 626) | public RowImpl(DataViewRow input, Mapper mapper) method GetGetter (line 641) | public override ValueGetter GetGetter(DataViewSchema... method IsColumnActive (line 650) | public override bool IsColumnActive(DataViewSchema.Column column) =>... class SelectColumnsDataTransform (line 653) | private sealed class SelectColumnsDataTransform : IDataTransform, IRow... method SelectColumnsDataTransform (line 659) | public SelectColumnsDataTransform(IHostEnvironment env, ColumnSelect... method GetRowCount (line 677) | public long? GetRowCount() => Source.GetRowCount(); method GetRowCursor (line 679) | public DataViewRowCursor GetRowCursor(IEnumerable _transform.SaveMode... method GetDependencies (line 716) | IEnumerable IRowToRowMapper.GetDependencies(I... method GetRow (line 725) | DataViewRow IRowToRowMapper.GetRow(DataViewRow input, IEnumerable true; method SaveAsOnnx (line 733) | public void SaveAsOnnx(OnnxContext ctx) class Cursor (line 754) | private sealed class Cursor : SynchronizedCursorBase method Cursor (line 759) | public Cursor(IChannelProvider provider, Mapper mapper, DataViewRowC... method GetGetter (line 776) | public override ValueGetter GetGetter(DataViewSchema... method IsColumnActive (line 785) | public override bool IsColumnActive(DataViewSchema.Column column) =>... FILE: src/Microsoft.ML.Data/Transforms/ConversionsExtensionsCatalog.cs class ConversionsExtensionsCatalog (line 20) | public static class ConversionsExtensionsCatalog method Hash (line 45) | public static HashingEstimator Hash(this TransformsCatalog.ConversionT... method Hash (line 65) | public static HashingEstimator Hash(this TransformsCatalog.ConversionT... method ConvertType (line 82) | public static TypeConvertingEstimator ConvertType(this TransformsCatal... method ConvertType (line 100) | public static TypeConvertingEstimator ConvertType(this TransformsCatal... method ConvertType (line 118) | [BestFriend] method MapKeyToValue (line 139) | public static KeyToValueMappingEstimator MapKeyToValue(this Transforms... method MapKeyToValue (line 159) | public static KeyToValueMappingEstimator MapKeyToValue(this Transforms... method MapKeyToVector (line 172) | [BestFriend] method MapKeyToVector (line 193) | public static KeyToVectorMappingEstimator MapKeyToVector(this Transfor... method MapKeyToVector (line 212) | public static KeyToVectorMappingEstimator MapKeyToVector(this Transfor... method MapValueToKey (line 247) | public static ValueToKeyMappingEstimator MapValueToKey(this Transforms... method MapValueToKey (line 282) | public static ValueToKeyMappingEstimator MapValueToKey(this Transforms... method MapValueToKey (line 306) | [BestFriend] method MapValue (line 332) | public static ValueMappingEstimator MapValue<... method MapValue (line 363) | [BestFriend] method MapValue (line 396) | [BestFriend] method MapValue (line 437) | public static ValueMappingEstimator MapValue<... method MapValue (line 467) | [BestFriend] method MapValue (line 508) | public static ValueMappingEstimator MapValue( method MapValue (line 527) | [BestFriend] FILE: src/Microsoft.ML.Data/Transforms/ExplainabilityCatalog.cs class ExplainabilityCatalog (line 17) | public static class ExplainabilityCatalog method CalculateFeatureContribution (line 38) | public static FeatureContributionCalculatingEstimator CalculateFeature... method CalculateFeatureContribution (line 64) | public static FeatureContributionCalculatingEstimator CalculateFeature... FILE: src/Microsoft.ML.Data/Transforms/ExtensionsCatalog.cs class InputOutputColumnPair (line 20) | public sealed class InputOutputColumnPair method InputOutputColumnPair (line 36) | public InputOutputColumnPair(string outputColumnName, string inputColu... method ConvertToValueTuples (line 43) | [BestFriend] method ConvertFromValueTuples (line 47) | [BestFriend] class TransformExtensionsCatalog (line 56) | public static class TransformExtensionsCatalog method CopyColumns (line 74) | public static ColumnCopyingEstimator CopyColumns(this TransformsCatalo... method CopyColumns (line 91) | [BestFriend] method Concatenate (line 115) | public static ColumnConcatenatingEstimator Concatenate(this Transforms... method DropColumns (line 132) | public static ColumnSelectingEstimator DropColumns(this TransformsCata... method SelectColumns (line 150) | public static ColumnSelectingEstimator SelectColumns(this TransformsCa... method SelectColumns (line 168) | public static ColumnSelectingEstimator SelectColumns(this TransformsCa... FILE: src/Microsoft.ML.Data/Transforms/FeatureContributionCalculationTransformer.cs class FeatureContributionCalculatingTransformer (line 31) | public sealed class FeatureContributionCalculatingTransformer : OneToOne... class Options (line 33) | internal sealed class Options : TransformInputBase method GetVersionInfo (line 62) | private static VersionInfo GetVersionInfo() method FeatureContributionCalculatingTransformer (line 85) | internal FeatureContributionCalculatingTransformer(IHostEnvironment en... method FeatureContributionCalculatingTransformer (line 109) | private FeatureContributionCalculatingTransformer(IHostEnvironment env... method SaveModel (line 129) | private protected override void SaveModel(ModelSaveContext ctx) method Create (line 151) | internal static FeatureContributionCalculatingTransformer Create(IHost... method Create (line 159) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method MakeRowMapper (line 162) | private protected override IRowMapper MakeRowMapper(DataViewSchema sch... class Mapper (line 165) | private class Mapper : OneToOneMapperBase method Mapper (line 175) | public Mapper(FeatureContributionCalculatingTransformer parent, Data... method GetOutputColumnsCore (line 195) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... method MakeGetter (line 203) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method GetValueGetter (line 213) | private Delegate GetValueGetter(DataViewRow input, int colSrc) class FeatureContributionCalculatingEstimator (line 297) | public sealed class FeatureContributionCalculatingEstimator : TrivialEst... class Defaults (line 302) | internal static class Defaults method FeatureContributionCalculatingEstimator (line 322) | internal FeatureContributionCalculatingEstimator(IHostEnvironment env,... method GetOutputSchema (line 338) | public override SchemaShape GetOutputSchema(SchemaShape inputSchema) class FeatureContributionEntryPoint (line 362) | internal static class FeatureContributionEntryPoint method FeatureContributionCalculation (line 364) | [TlcModule.EntryPoint(Name = "Transforms.FeatureContributionCalculatio... FILE: src/Microsoft.ML.Data/Transforms/GenerateNumberTransform.cs class GenerateNumberTransform (line 32) | [BestFriend] class Column (line 35) | public sealed class Column method Parse (line 46) | internal static Column Parse(string str) method TryParse (line 56) | private bool TryParse(string str) class Defaults (line 81) | private static class Defaults class Options (line 87) | public sealed class Options : TransformInputBase class Bindings (line 100) | private sealed class Bindings : ColumnBindingsBase method Bindings (line 105) | private Bindings(bool[] useCounter, TauswortheHybrid.State[] states, method Create (line 115) | public static Bindings Create(Options options, DataViewSchema input) method Create (line 132) | public static Bindings Create(ModelLoadContext ctx, DataViewSchema i... method Save (line 164) | internal void Save(ModelSaveContext ctx) method GetColumnTypeCore (line 190) | protected override DataViewType GetColumnTypeCore(int iinfo) method GetAnnotationTypesCore (line 196) | protected override IEnumerable> G... method GetAnnotationTypeCore (line 205) | protected override DataViewType GetAnnotationTypeCore(string kind, i... method GetAnnotationCore (line 213) | protected override void GetAnnotationCore(string kind, int i... method IsNormalized (line 225) | private void IsNormalized(int iinfo, ref bool dst) method GetDependencies (line 231) | public Func GetDependencies(Func predicate) method GetVersionInfo (line 247) | private static VersionInfo GetVersionInfo() method GenerateNumberTransform (line 270) | public GenerateNumberTransform(IHostEnvironment env, IDataView input, ... method GenerateNumberTransform (line 278) | public GenerateNumberTransform(IHostEnvironment env, Options options, ... method GenerateNumberTransform (line 287) | private GenerateNumberTransform(IHost host, ModelLoadContext ctx, IDat... method Create (line 300) | public static GenerateNumberTransform Create(IHostEnvironment env, Mod... method SaveModel (line 310) | private protected override void SaveModel(ModelSaveContext ctx) method ShouldUseParallelCursors (line 327) | protected override bool? ShouldUseParallelCursors(Func pred... method GetRowCursorCore (line 337) | protected override DataViewRowCursor GetRowCursorCore(IEnumerable GetGetter(DataViewSchema... method MakeGetter (line 451) | private ValueGetter MakeGetter() method EnsureValue (line 460) | private void EnsureValue(ref long lastCounter, ref float value, Taus... method MakeGetter (line 470) | private ValueGetter MakeGetter(int iinfo) class RandomNumberGenerator (line 483) | internal static class RandomNumberGenerator method Generate (line 485) | [TlcModule.EntryPoint(Name = "Transforms.RandomNumberGenerator", Desc ... FILE: src/Microsoft.ML.Data/Transforms/Hashing.cs class HashingTransformer (line 35) | public sealed class HashingTransformer : OneToOneTransformerBase class Options (line 37) | internal sealed class Options class Column (line 62) | internal sealed class Column : OneToOneColumn method Parse (line 81) | internal static Column Parse(string str) method TryParse (line 91) | private protected override bool TryParse(string str) method TryUnparse (line 109) | internal bool TryUnparse(StringBuilder sb) method GetVersionInfo (line 127) | private static VersionInfo GetVersionInfo() method CheckInputColumn (line 148) | private protected override void CheckInputColumn(DataViewSchema inputS... method GetColumnPairs (line 155) | private static (string outputColumnName, string inputColumnName)[] Get... method GetOutputType (line 161) | private DataViewType GetOutputType(DataViewSchema inputSchema, Hashing... method HashingTransformer (line 178) | internal HashingTransformer(IHostEnvironment env, params HashingEstima... method HashingTransformer (line 192) | internal HashingTransformer(IHostEnvironment env, IDataView input, par... method GetGetterCore (line 261) | private Delegate GetGetterCore(DataViewRow input, int iinfo, out Actio... method MakeRowMapper (line 275) | private protected override IRowMapper MakeRowMapper(DataViewSchema sch... method Create (line 278) | private static HashingTransformer Create(IHostEnvironment env, ModelLo... method HashingTransformer (line 288) | private HashingTransformer(IHost host, ModelLoadContext ctx) method SaveModel (line 299) | private protected override void SaveModel(ModelSaveContext ctx) method Create (line 319) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Create (line 323) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method Create (line 327) | private static IDataTransform Create(IHostEnvironment env, Options opt... method ComposeGetterOne (line 350) | private ValueGetter ComposeGetterOne(DataViewRow input, int iinf... method ComposeGetterVec (line 402) | private ValueGetter> ComposeGetterVec(DataViewRow input,... method ComposeGetterVecCore (line 449) | private ValueGetter> ComposeGetterVecCore(Data... method ComposeGetterCombined (line 464) | private ValueGetter ComposeGetterCombined(DataViewRow input, int... type IHasher (line 534) | private interface IHasher method HashCoreOld (line 536) | uint HashCoreOld(uint seed, uint mask, in T value); method HashCore (line 537) | uint HashCore(uint seed, uint mask, in T value); method HashCore (line 538) | uint HashCore(uint seed, uint mask, in VBuffer values); type HashFloat (line 541) | private readonly struct HashFloat : IHasher method HashCoreOld (line 543) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 547) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 551) | [MethodImpl(MethodImplOptions.AggressiveInlining)] type HashDouble (line 565) | private readonly struct HashDouble : IHasher method HashCoreOld (line 567) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 576) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 585) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashRound (line 598) | [MethodImpl(MethodImplOptions.AggressiveInlining)] type HashText (line 610) | private readonly struct HashText : IHasher> method HashCoreOld (line 612) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 616) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 620) | [MethodImpl(MethodImplOptions.AggressiveInlining)] type HashKey1 (line 634) | private readonly struct HashKey1 : IHasher method HashCoreOld (line 636) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 640) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 644) | [MethodImpl(MethodImplOptions.AggressiveInlining)] type HashKey2 (line 658) | private readonly struct HashKey2 : IHasher method HashCoreOld (line 660) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 664) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 668) | [MethodImpl(MethodImplOptions.AggressiveInlining)] type HashKey4 (line 682) | private readonly struct HashKey4 : IHasher method HashCoreOld (line 684) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 688) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 692) | [MethodImpl(MethodImplOptions.AggressiveInlining)] type HashKey8 (line 706) | private readonly struct HashKey8 : IHasher method HashCoreOld (line 708) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 716) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 724) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashRound (line 737) | [MethodImpl(MethodImplOptions.AggressiveInlining)] type HashU1 (line 748) | private readonly struct HashU1 : IHasher method HashCoreOld (line 750) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 754) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 758) | [MethodImpl(MethodImplOptions.AggressiveInlining)] type HashU2 (line 768) | private readonly struct HashU2 : IHasher method HashCoreOld (line 770) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 774) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 778) | [MethodImpl(MethodImplOptions.AggressiveInlining)] type HashU4 (line 788) | private readonly struct HashU4 : IHasher method HashCoreOld (line 790) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 794) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 798) | [MethodImpl(MethodImplOptions.AggressiveInlining)] type HashU8 (line 808) | private readonly struct HashU8 : IHasher method HashCoreOld (line 810) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 816) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 822) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashRound (line 831) | [MethodImpl(MethodImplOptions.AggressiveInlining)] type HashU16 (line 842) | private readonly struct HashU16 : IHasher method HashCoreOld (line 844) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 850) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 856) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashRound (line 865) | [MethodImpl(MethodImplOptions.AggressiveInlining)] type HashBool (line 883) | private readonly struct HashBool : IHasher method HashCoreOld (line 885) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 889) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 893) | [MethodImpl(MethodImplOptions.AggressiveInlining)] type HashI1 (line 903) | private readonly struct HashI1 : IHasher method HashCoreOld (line 905) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 909) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 913) | [MethodImpl(MethodImplOptions.AggressiveInlining)] type HashI2 (line 923) | private readonly struct HashI2 : IHasher method HashCoreOld (line 925) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 929) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 933) | [MethodImpl(MethodImplOptions.AggressiveInlining)] type HashI4 (line 943) | private readonly struct HashI4 : IHasher method HashCoreOld (line 945) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 949) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 953) | [MethodImpl(MethodImplOptions.AggressiveInlining)] type HashI8 (line 963) | private readonly struct HashI8 : IHasher method HashCoreOld (line 965) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 971) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashCore (line 977) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method HashRound (line 986) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method MakeScalarHashGetter (line 997) | private static ValueGetter MakeScalarHashGetter(DataVi... method MakeVectorHashGetter (line 1023) | private static ValueGetter> MakeVectorHashGetter> MakeVectorOrderedHashGetter<... method MakeCombinedVectorHashGetter (line 1279) | private static ValueGetter MakeCombinedVectorHashGetter true; class InvertHashHelper (line 1479) | private abstract class InvertHashHelper method InvertHashHelper (line 1487) | private InvertHashHelper(DataViewRow row, HashingEstimator.ColumnOpt... method Create (line 1508) | public static InvertHashHelper Create(DataViewRow row, HashingEstima... method Process (line 1528) | public abstract void Process(); method GetKeyValuesMetadata (line 1530) | public abstract VBuffer> GetKeyValuesMetadata(); class TextEqualityComparer (line 1532) | private sealed class TextEqualityComparer : IEqualityComparer x, ReadOnlyMemory y)... method GetHashCode (line 1544) | public int GetHashCode(ReadOnlyMemory obj) class KeyValueComparer (line 1552) | private sealed class KeyValueComparer : IEqualityComparer tComparer) method Equals (line 1561) | public bool Equals(KeyValuePair x, KeyValuePair y) method GetHashCode (line 1566) | public int GetHashCode(KeyValuePair obj) method GetSimpleComparer (line 1572) | private IEqualityComparer GetSimpleComparer() class Impl (line 1592) | private abstract class Impl : InvertHashHelper method Impl (line 1596) | protected Impl(DataViewRow row, HashingEstimator.ColumnOptions ex,... method GetTextMap (line 1605) | protected virtual ValueMapper GetTextMap() method GetComparer (line 1610) | protected virtual IEqualityComparer GetComparer() method GetKeyValuesMetadata (line 1615) | public override VBuffer> GetKeyValuesMetadata() class ImplOne (line 1621) | private sealed class ImplOne : Impl method ImplOne (line 1629) | public ImplOne(DataViewRow row, HashingEstimator.ColumnOptions ex,... method Process (line 1637) | public override void Process() class ImplVec (line 1655) | private sealed class ImplVec : Impl method ImplVec (line 1663) | public ImplVec(DataViewRow row, HashingEstimator.ColumnOptions ex,... method Process (line 1671) | public override void Process() class ImplVecOrdered (line 1689) | private sealed class ImplVecOrdered : Impl> method ImplVecOrdered (line 1697) | public ImplVecOrdered(DataViewRow row, HashingEstimator.ColumnOpti... method GetTextMap (line 1705) | protected override ValueMapper, StringBuilder... method GetComparer (line 1711) | protected override IEqualityComparer> GetComp... method Process (line 1716) | public override void Process() class HashingEstimator (line 1764) | public sealed class HashingEstimator : IEstimator class Defaults (line 1770) | [BestFriend] class ColumnOptions (line 1783) | public sealed class ColumnOptions method ColumnOptions (line 1830) | public ColumnOptions(string name, method ColumnOptions (line 1852) | internal ColumnOptions(string name, string inputColumnName, ModelLoa... method Save (line 1871) | internal void Save(ModelSaveContext ctx) method IsColumnTypeValid (line 1891) | internal static bool IsColumnTypeValid(DataViewType type) method HashingEstimator (line 1914) | internal HashingEstimator(IHostEnvironment env, string outputColumnNam... method HashingEstimator (line 1927) | [BestFriend] method Fit (line 1947) | public HashingTransformer Fit(IDataView input) => new HashingTransform... method GetOutputSchema (line 1953) | public SchemaShape GetOutputSchema(SchemaShape inputSchema) FILE: src/Microsoft.ML.Data/Transforms/InvertHashUtils.cs class InvertHashUtils (line 15) | [BestFriend] method ClearDst (line 21) | private static void ClearDst(ref StringBuilder dst) method GetSimpleMapper (line 35) | public static ValueMapper GetSimpleMapper(DataVie... method GetKeyStringConversion (line 73) | return conv.GetKeyStringConversion(keyType); method GetPairMapper (line 76) | public static ValueMapper, StringBuilder> GetPairMa... method AppendToEnd (line 92) | public static void AppendToEnd(StringBuilder src, StringBuilder dst, ref... class InvertHashCollector (line 104) | [BestFriend] type Pair (line 112) | private readonly struct Pair method Pair (line 117) | public Pair(T value, int order) class PairEqualityComparer (line 125) | private sealed class PairEqualityComparer : IEqualityComparer method PairEqualityComparer (line 129) | public PairEqualityComparer(IEqualityComparer tComparer) method Equals (line 134) | public bool Equals(Pair x, Pair y) method GetHashCode (line 139) | public int GetHashCode(Pair obj) method InvertHashCollector (line 170) | public InvertHashCollector(int slots, int maxCount, ValueMapper Textify(ref StringBuilder sb, ref StringB... method GetMetadata (line 229) | public VBuffer> GetMetadata() method Add (line 268) | public void Add(int dstSlot, ValueGetter getter, ref T key) method Add (line 286) | public void Add(int dstSlot, T key) method Add (line 302) | public void Add(uint hash, ValueGetter getter, ref T key) method Add (line 311) | public void Add(uint hash, T key) class TextModelHelper (line 323) | [BestFriend] method GetVersionInfo (line 328) | private static VersionInfo GetVersionInfo() method Load (line 339) | private static void Load(IChannel ch, ModelLoadContext ctx, CodecFacto... method Save (line 379) | private static void Save(IChannel ch, ModelSaveContext ctx, CodecFacto... method LoadAll (line 444) | public static void LoadAll(IHost host, ModelLoadContext ctx, int infoL... method SaveAll (line 478) | public static void SaveAll(IHost host, ModelSaveContext ctx, int infoL... FILE: src/Microsoft.ML.Data/Transforms/KeyToValue.cs class KeyToValueMappingTransformer (line 37) | public sealed class KeyToValueMappingTransformer : OneToOneTransformerBase class Column (line 39) | internal sealed class Column : OneToOneColumn method Parse (line 41) | internal static Column Parse(string str) method TryUnparse (line 49) | internal bool TryUnparse(StringBuilder sb) class Options (line 56) | [BestFriend] method GetVersionInfo (line 71) | private static VersionInfo GetVersionInfo() method KeyToValueMappingTransformer (line 85) | internal KeyToValueMappingTransformer(IHostEnvironment env, string out... method KeyToValueMappingTransformer (line 93) | internal KeyToValueMappingTransformer(IHostEnvironment env, params (st... method Create (line 101) | [BestFriend] method Create (line 116) | private static KeyToValueMappingTransformer Create(IHostEnvironment en... method KeyToValueMappingTransformer (line 125) | private KeyToValueMappingTransformer(IHost host, ModelLoadContext ctx) method Create (line 133) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Create (line 139) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method SaveModel (line 142) | private protected override void SaveModel(ModelSaveContext ctx) method MakeRowMapper (line 154) | private protected override IRowMapper MakeRowMapper(DataViewSchema inp... class Mapper (line 156) | private sealed class Mapper : OneToOneMapperBase, ISaveAsPfa, ISaveAsOnnx method Mapper (line 162) | public Mapper(KeyToValueMappingTransformer parent, DataViewSchema in... method GetOutputColumnsCore (line 171) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... method SaveAsPfa (line 183) | public void SaveAsPfa(BoundPfaContext ctx) method MakeGetter (line 212) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method ComputeKvMaps (line 221) | private void ComputeKvMaps(DataViewSchema schema, out DataViewType[]... method GetKeyMetadata (line 248) | private KeyToValueMap GetKeyMetadata(int iinfo, DataVi... class KeyToValueMap (line 270) | private abstract class KeyToValueMap method KeyToValueMap (line 288) | protected KeyToValueMap(Mapper mapper, PrimitiveDataViewType typeV... method GetMappingGetter (line 299) | public abstract Delegate GetMappingGetter(DataViewRow input); method SavePfa (line 301) | public abstract JToken SavePfa(BoundPfaContext ctx, JToken srcToken); method SaveOnnx (line 303) | public abstract bool SaveOnnx(OnnxContext ctx, string srcVariableN... method KeyToValueMap (line 316) | public KeyToValueMap(Mapper parent, KeyDataViewType typeKey, Primi... method MapKey (line 338) | private void MapKey(in TKey src, ref TValue dst) method MapKey (line 343) | private void MapKey(in TKey src, ReadOnlySpan values, ref ... method GetMappingGetter (line 354) | public override Delegate GetMappingGetter(DataViewRow input) method SavePfa (line 462) | public override JToken SavePfa(BoundPfaContext ctx, JToken srcToken) method SaveOnnx (line 501) | public override bool SaveOnnx(OnnxContext ctx, string srcVariableN... class KeyToValueMap (line 306) | private class KeyToValueMap : KeyToValueMap method KeyToValueMap (line 288) | protected KeyToValueMap(Mapper mapper, PrimitiveDataViewType typeV... method GetMappingGetter (line 299) | public abstract Delegate GetMappingGetter(DataViewRow input); method SavePfa (line 301) | public abstract JToken SavePfa(BoundPfaContext ctx, JToken srcToken); method SaveOnnx (line 303) | public abstract bool SaveOnnx(OnnxContext ctx, string srcVariableN... method KeyToValueMap (line 316) | public KeyToValueMap(Mapper parent, KeyDataViewType typeKey, Primi... method MapKey (line 338) | private void MapKey(in TKey src, ref TValue dst) method MapKey (line 343) | private void MapKey(in TKey src, ReadOnlySpan values, ref ... method GetMappingGetter (line 354) | public override Delegate GetMappingGetter(DataViewRow input) method SavePfa (line 462) | public override JToken SavePfa(BoundPfaContext ctx, JToken srcToken) method SaveOnnx (line 501) | public override bool SaveOnnx(OnnxContext ctx, string srcVariableN... method CanSaveOnnx (line 578) | public bool CanSaveOnnx(OnnxContext ctx) => true; method SaveAsOnnx (line 580) | public void SaveAsOnnx(OnnxContext ctx) class KeyToValueMappingEstimator (line 618) | public sealed class KeyToValueMappingEstimator : TrivialEstimator dst) method MakeGetter (line 449) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method MakeGetterOne (line 467) | private ValueGetter> MakeGetterOne(DataViewRow input,... method MakeGetterBag (line 500) | private ValueGetter> MakeGetterBag(DataViewRow input,... method MakeGetterInd (line 546) | private ValueGetter> MakeGetterInd(DataViewRow input,... method CanSaveOnnx (line 610) | public bool CanSaveOnnx(OnnxContext ctx) => true; method SaveAsOnnx (line 614) | public void SaveAsOnnx(OnnxContext ctx) method SaveAsPfa (line 631) | public void SaveAsPfa(BoundPfaContext ctx) method SaveAsPfaCore (line 660) | private JToken SaveAsPfaCore(BoundPfaContext ctx, int iinfo, ColInfo... method SaveAsOnnxCore (line 704) | private void SaveAsOnnxCore(OnnxContext ctx, int iinfo, ColInfo info... class KeyToVectorMappingEstimator (line 760) | public sealed class KeyToVectorMappingEstimator : TrivialEstimator> GetGetter() FILE: src/Microsoft.ML.Data/Transforms/LabelIndicatorTransform.cs class LabelIndicatorTransform (line 26) | [BestFriend] method GetVersionInfo (line 36) | private static VersionInfo GetVersionInfo() class Column (line 47) | public sealed class Column : OneToOneColumn method Parse (line 52) | internal static Column Parse(string str) method TryUnparse (line 62) | internal bool TryUnparse(StringBuilder sb) class Options (line 69) | public sealed class Options : TransformInputBase method Create (line 78) | public static LabelIndicatorTransform Create(IHostEnvironment env, method Create (line 89) | public static LabelIndicatorTransform Create(IHostEnvironment env, method SaveModel (line 100) | private protected override void SaveModel(ModelSaveContext ctx) method TestIsMulticlassLabel (line 109) | private static string TestIsMulticlassLabel(DataViewType type) method LabelIndicatorTransform (line 124) | public LabelIndicatorTransform(IHostEnvironment env, method LabelIndicatorTransform (line 133) | internal LabelIndicatorTransform(IHostEnvironment env, Options options... method LabelIndicatorTransform (line 147) | private LabelIndicatorTransform(IHost host, ModelLoadContext ctx, IDat... method GetColumnTypeCore (line 161) | protected override DataViewType GetColumnTypeCore(int iinfo) method GetGetterCore (line 167) | protected override Delegate GetGetterCore(IChannel ch, DataViewRow input, method GetGetter (line 179) | private ValueGetter GetGetter(IChannel ch, DataViewRow input, in... method LabelIndicator (line 229) | [TlcModule.EntryPoint(Name = "Transforms.LabelIndicator", Desc = "Labe... FILE: src/Microsoft.ML.Data/Transforms/MetadataDispatcher.cs class MetadataDispatcherBase (line 16) | internal abstract class MetadataDispatcherBase class ColInfo (line 23) | protected sealed class ColInfo method ColInfo (line 47) | public ColInfo(DataViewSchema schemaSrc, int indexSrc, Func getters) class GetterInfo (line 68) | protected abstract class GetterInfo method GetterInfo (line 75) | protected GetterInfo(string kind, DataViewType type) method GetterInfo (line 89) | protected GetterInfo(string kind, DataViewType type) method Get (line 94) | public abstract void Get(int index, ref TValue value); class GetterInfo (line 87) | protected abstract class GetterInfo : GetterInfo method GetterInfo (line 75) | protected GetterInfo(string kind, DataViewType type) method GetterInfo (line 89) | protected GetterInfo(string kind, DataViewType type) method Get (line 94) | public abstract void Get(int index, ref TValue value); class GetterInfoDelegate (line 100) | protected sealed class GetterInfoDelegate : GetterInfo method GetterInfoDelegate (line 104) | public GetterInfoDelegate(string kind, DataViewType type, Annotation... method Get (line 112) | public override void Get(int index, ref TValue value) class GetterInfoPrimitive (line 121) | protected sealed class GetterInfoPrimitive : GetterInfo method GetterInfoPrimitive (line 126) | public GetterInfoPrimitive(string kind, DataViewType type, TValue va... method Get (line 133) | public override void Get(int index, ref TValue value) method MetadataDispatcherBase (line 146) | protected MetadataDispatcherBase(int colCount) method CreateInfo (line 158) | protected ColInfo CreateInfo(DataViewSchema schemaSrc = null, int inde... method RegisterColumn (line 172) | protected void RegisterColumn(int index, ColInfo info) method Seal (line 185) | protected void Seal() method GetColInfoOrNull (line 194) | protected ColInfo GetColInfoOrNull(int index) method GetMetadataTypes (line 204) | public IEnumerable> GetMetadataType... method GetTypesCore (line 214) | private IEnumerable> GetTypesCore(i... method GetMetadataTypeOrNull (line 250) | public DataViewType GetMetadataTypeOrNull(string kind, int index) method GetMetadata (line 275) | public void GetMetadata(IExceptionContext ectx, string kind, i... class MetadataDispatcher (line 307) | [BestFriend] method MetadataDispatcher (line 310) | public MetadataDispatcher(int colCount) method BuildMetadata (line 319) | public Builder BuildMetadata(int index) method BuildMetadata (line 328) | public Builder BuildMetadata(int index, DataViewSchema schemaSrc, int ... method BuildMetadata (line 339) | public Builder BuildMetadata(int index, DataViewSchema schemaSrc, int ... method BuildMetadata (line 349) | public Builder BuildMetadata(int index, DataViewSchema schemaSrc, int ... method BuildMetadata (line 360) | public Builder BuildMetadata(int index, DataViewSchema schemaSrc, int ... method Seal (line 370) | public new void Seal() class Builder (line 378) | public sealed class Builder : IDisposable method Builder (line 389) | internal Builder(MetadataDispatcher md, int index, method AddGetter (line 406) | public void AddGetter(string kind, DataViewType type, method AddPrimitive (line 423) | public void AddPrimitive(string kind, DataViewType type, TVa... method Dispose (line 439) | public void Dispose() FILE: src/Microsoft.ML.Data/Transforms/NAFilter.cs class NAFilter (line 28) | [BestFriend] class Defaults (line 31) | private static class Defaults class Arguments (line 36) | public sealed class Arguments : TransformInputBase class ColInfo (line 45) | private sealed class ColInfo method ColInfo (line 50) | public ColInfo(int index, DataViewType type) method GetVersionInfo (line 62) | private static VersionInfo GetVersionInfo() method NAFilter (line 88) | public NAFilter(IHostEnvironment env, IDataView input, bool complement... method NAFilter (line 93) | public NAFilter(IHostEnvironment env, Arguments args, IDataView input) method NAFilter (line 123) | public NAFilter(IHost host, ModelLoadContext ctx, IDataView input) method Create (line 159) | public static NAFilter Create(IHostEnvironment env, ModelLoadContext c... method SaveModel (line 169) | private protected override void SaveModel(ModelSaveContext ctx) method TestType (line 186) | private static bool TestType(DataViewType type) method ShouldUseParallelCursors (line 200) | protected override bool? ShouldUseParallelCursors(Func pred... method GetRowCursorCore (line 207) | protected override DataViewRowCursor GetRowCursorCore(IEnumerable GetActive(Func predicate, out bool[... class Cursor (line 249) | private sealed class Cursor : LinkedRowFilterCursorBase class Value (line 251) | private abstract class Value method Value (line 261) | protected Value(Cursor cursor) method Refresh (line 267) | public abstract bool Refresh(); method GetGetter (line 269) | public abstract Delegate GetGetter(); method Create (line 271) | public static Value Create(Cursor cursor, ColInfo info) method CreateOne (line 292) | private static ValueOne CreateOne(Cursor cursor, ColInfo info) method CreateVec (line 304) | private static ValueVec CreateVec(Cursor cursor, ColInfo info) class TypedValue (line 316) | private abstract class TypedValue : Value method TypedValue (line 322) | protected TypedValue(Cursor cursor, ValueGetter getSrc, InPre... method Refresh (line 331) | public override bool Refresh() class ValueOne (line 338) | private sealed class ValueOne : TypedValue method ValueOne (line 342) | public ValueOne(Cursor cursor, ValueGetter getSrc, InPredicat... method GetValue (line 348) | public void GetValue(ref T dst) method GetGetter (line 354) | public override Delegate GetGetter() class ValueVec (line 360) | private sealed class ValueVec : TypedValue> method ValueVec (line 364) | public ValueVec(Cursor cursor, ValueGetter> getSrc, I... method GetValue (line 370) | public void GetValue(ref VBuffer dst) method GetGetter (line 376) | public override Delegate GetGetter() method Cursor (line 386) | public Cursor(NAFilter parent, DataViewRowCursor input, bool[] active) method GetGetter (line 402) | public override ValueGetter GetGetter(DataViewSchema... method TryGetColumnValueGetter (line 418) | private bool TryGetColumnValueGetter(int col, out ValueGette... method Accept (line 437) | protected override bool Accept() FILE: src/Microsoft.ML.Data/Transforms/NopTransform.cs class NopTransform (line 23) | [BestFriend] method CreateIfNeeded (line 36) | public static IDataTransform CreateIfNeeded(IHostEnvironment env, IDat... method NopTransform (line 44) | private NopTransform(IHostEnvironment env, IDataView input) method GetVersionInfo (line 57) | private static VersionInfo GetVersionInfo() method Create (line 70) | public static NopTransform Create(IHostEnvironment env, ModelLoadConte... method NopTransform (line 80) | private NopTransform(IHost host, ModelLoadContext ctx, IDataView input) method Save (line 92) | void ICanSaveModel.Save(ModelSaveContext ctx) method GetRowCount (line 115) | public long? GetRowCount() method GetRowCursor (line 120) | public DataViewRowCursor GetRowCursor(IEnumerable IRowToRowMapper.GetDependencies(IEn... method GetRow (line 132) | DataViewRow IRowToRowMapper.GetRow(DataViewRow input, IEnumerable Columns; class MinMaxArguments (line 179) | public sealed class MinMaxArguments : AffineArgumentsBase class MeanVarArguments (line 183) | public sealed class MeanVarArguments : AffineArgumentsBase class ArgumentsBase (line 189) | public abstract class ArgumentsBase : TransformInputBase method GetColumns (line 195) | public abstract OneToOneColumn[] GetColumns(); method TestType (line 197) | public string TestType(DataViewType type) class LogMeanVarArguments (line 216) | public sealed class LogMeanVarArguments : ArgumentsBase method GetColumns (line 224) | public override OneToOneColumn[] GetColumns() => Columns; class BinArgumentsBase (line 227) | public abstract class BinArgumentsBase : ControlZeroArgumentsBase method GetColumns (line 236) | public override OneToOneColumn[] GetColumns() => Columns; class BinArguments (line 239) | public sealed class BinArguments : BinArgumentsBase class SupervisedBinArguments (line 243) | public sealed class SupervisedBinArguments : BinArgumentsBase class RobustScalingArguments (line 254) | public sealed class RobustScalingArguments : AffineArgumentsBase method CreateMinMaxNormalizer (line 296) | public static IDataView CreateMinMaxNormalizer(IHostEnvironment env, I... method Create (line 307) | internal static IDataTransform Create(IHostEnvironment env, MinMaxArgu... method Create (line 325) | internal static IDataTransform Create(IHostEnvironment env, MeanVarArg... method Create (line 345) | internal static IDataTransform Create(IHostEnvironment env, LogMeanVar... method Create (line 365) | internal static IDataTransform Create(IHostEnvironment env, BinArgumen... method Create (line 386) | internal static IDataTransform Create(IHostEnvironment env, RobustScal... class AffineColumnFunction (line 405) | internal abstract partial class AffineColumnFunction : IColumnFunction method AffineColumnFunction (line 410) | private AffineColumnFunction(IHost host) method Save (line 416) | void ICanSaveModel.Save(ModelSaveContext ctx) => SaveModel(ctx); method SaveModel (line 418) | private protected abstract void SaveModel(ModelSaveContext ctx); method PfaInfo (line 420) | public abstract JToken PfaInfo(BoundPfaContext ctx, JToken srcToken); method CanSaveOnnx (line 421) | public bool CanSaveOnnx(OnnxContext ctx) => true; method OnnxInfo (line 422) | public abstract bool OnnxInfo(OnnxContext ctx, OnnxNode nodeProtoWra... method GetGetter (line 424) | public abstract Delegate GetGetter(DataViewRow input, int icol); method AttachMetadata (line 426) | public abstract void AttachMetadata(MetadataDispatcher.Builder bldr,... method GetNormalizerModelParams (line 428) | public abstract NormalizingTransformer.NormalizerModelParametersBase... method Create (line 430) | public static AffineColumnFunction Create(ModelLoadContext ctx, IHos... class ImplOne (line 450) | private abstract class ImplOne : AffineColumnFunction method ImplOne (line 454) | protected ImplOne(IHost host, TFloat scale, TFloat offset) method AttachMetadata (line 461) | public override void AttachMetadata(MetadataDispatcher.Builder bld... method GetNormalizerModelParams (line 470) | public override NormalizingTransformer.NormalizerModelParametersBa... class ImplVec (line 475) | private abstract class ImplVec : AffineColumnFunction method ImplVec (line 481) | protected ImplVec(IHost host, TFloat[] scale, TFloat[] offset, int... method AttachMetadata (line 494) | public override void AttachMetadata(MetadataDispatcher.Builder bld... method ScaleMetadataGetter (line 505) | private void ScaleMetadataGetter(int col, ref VBuffer dst) method OffsetMetadataGetter (line 511) | private void OffsetMetadataGetter(int col, ref VBuffer dst) method GetNormalizerModelParams (line 518) | public override NormalizingTransformer.NormalizerModelParametersBa... class CdfColumnFunction (line 523) | internal abstract partial class CdfColumnFunction : IColumnFunction method CdfColumnFunction (line 528) | private CdfColumnFunction(IHost host) method Save (line 534) | void ICanSaveModel.Save(ModelSaveContext ctx) => SaveModel(ctx); method SaveModel (line 536) | private protected abstract void SaveModel(ModelSaveContext ctx); method PfaInfo (line 538) | public JToken PfaInfo(BoundPfaContext ctx, JToken srcToken) => null; method CanSaveOnnx (line 540) | public bool CanSaveOnnx(OnnxContext ctx) => false; method OnnxInfo (line 542) | public bool OnnxInfo(OnnxContext ctx, OnnxNode nodeProtoWrapper, int... method GetGetter (line 545) | public abstract Delegate GetGetter(DataViewRow input, int icol); method AttachMetadata (line 546) | public abstract void AttachMetadata(MetadataDispatcher.Builder bldr,... method GetNormalizerModelParams (line 547) | public abstract NormalizingTransformer.NormalizerModelParametersBase... method Create (line 549) | public static CdfColumnFunction Create(ModelLoadContext ctx, IHost h... class ImplOne (line 569) | private abstract class ImplOne : CdfColumnFunction method ImplOne (line 575) | protected ImplOne(IHost host, TFloat mean, TFloat stddev, bool use... method AttachMetadata (line 583) | public override void AttachMetadata(MetadataDispatcher.Builder bld... method GetNormalizerModelParams (line 593) | public override NormalizingTransformer.NormalizerModelParametersBa... class ImplVec (line 597) | private abstract class ImplVec : CdfColumnFunction method ImplVec (line 603) | protected ImplVec(IHost host, TFloat[] mean, TFloat[] stddev, bool... method AttachMetadata (line 614) | public override void AttachMetadata(MetadataDispatcher.Builder bld... method MeanMetadataGetter (line 625) | private void MeanMetadataGetter(int col, ref VBuffer dst) method StddevMetadataGetter (line 631) | private void StddevMetadataGetter(int col, ref VBuffer dst) method GetNormalizerModelParams (line 637) | public override NormalizingTransformer.NormalizerModelParametersBa... method GetVersionInfo (line 643) | public static VersionInfo GetVersionInfo() class BinColumnFunction (line 655) | internal abstract partial class BinColumnFunction : IColumnFunction method BinColumnFunction (line 659) | protected BinColumnFunction(IHost host) method Save (line 665) | void ICanSaveModel.Save(ModelSaveContext ctx) => SaveModel(ctx); method SaveModel (line 667) | private protected abstract void SaveModel(ModelSaveContext ctx); method PfaInfo (line 669) | public JToken PfaInfo(BoundPfaContext ctx, JToken srcToken) => null; method CanSaveOnnx (line 671) | public bool CanSaveOnnx(OnnxContext ctx) => false; method OnnxInfo (line 673) | public bool OnnxInfo(OnnxContext ctx, OnnxNode nodeProtoWrapper, int... method GetGetter (line 676) | public abstract Delegate GetGetter(DataViewRow input, int icol); method AttachMetadata (line 678) | public void AttachMetadata(MetadataDispatcher.Builder bldr, DataView... method GetNormalizerModelParams (line 683) | public abstract NormalizingTransformer.NormalizerModelParametersBase... method Create (line 685) | public static BinColumnFunction Create(ModelLoadContext ctx, IHost h... method GetVersionInfo (line 707) | public static VersionInfo GetVersionInfo() class OneColumnFunctionBuilderBase (line 719) | private abstract class OneColumnFunctionBuilderBase : IColumnF... method OneColumnFunctionBuilderBase (line 726) | protected OneColumnFunctionBuilderBase(IHost host, long lim, ValueGe... method ProcessValue (line 735) | public bool ProcessValue() method ProcessValue (line 742) | protected virtual bool ProcessValue(in TFloat val) method CreateColumnFunction (line 751) | public abstract IColumnFunction CreateColumnFunction(); class VecColumnFunctionBuilderBase (line 754) | private abstract class VecColumnFunctionBuilderBase : IColumnF... method VecColumnFunctionBuilderBase (line 762) | protected VecColumnFunctionBuilderBase(IHost host, long lim, ValueGe... method ProcessValue (line 771) | public bool ProcessValue() method ProcessValue (line 777) | protected virtual bool ProcessValue(in VBuffer buffer) method CreateColumnFunction (line 786) | public abstract IColumnFunction CreateColumnFunction(); class SupervisedBinFunctionBuilderBase (line 789) | private abstract class SupervisedBinFunctionBuilderBase : IColumnFunct... method SupervisedBinFunctionBuilderBase (line 799) | protected SupervisedBinFunctionBuilderBase(IHost host, long lim, int... method GetLabelGetter (line 809) | private ValueGetter GetLabelGetter(DataViewRow row, int col, ou... method ProcessValue (line 858) | public virtual bool ProcessValue() method CreateColumnFunction (line 872) | public abstract IColumnFunction CreateColumnFunction(); method AcceptColumnValue (line 874) | protected abstract bool AcceptColumnValue(); class OneColumnSupervisedBinFunctionBuilderBase (line 877) | private abstract class OneColumnSupervisedBinFunctionBuilderBase buffer); class MinMaxUtils (line 964) | internal static partial class MinMaxUtils method CreateBuilder (line 966) | public static IColumnFunctionBuilder CreateBuilder(MinMaxArguments a... method CreateBuilder (line 979) | public static IColumnFunctionBuilder CreateBuilder(NormalizingEstima... class MeanVarUtils (line 1001) | internal static partial class MeanVarUtils method CreateBuilder (line 1003) | public static IColumnFunctionBuilder CreateBuilder(MeanVarArguments ... method CreateBuilder (line 1017) | public static IColumnFunctionBuilder CreateBuilder(NormalizingEstima... class LogMeanVarUtils (line 1041) | internal static partial class LogMeanVarUtils method CreateBuilder (line 1043) | public static IColumnFunctionBuilder CreateBuilder(LogMeanVarArgumen... method CreateBuilder (line 1056) | public static IColumnFunctionBuilder CreateBuilder(NormalizingEstima... class BinUtils (line 1081) | internal static partial class BinUtils method CreateBuilder (line 1083) | public static IColumnFunctionBuilder CreateBuilder(BinArguments args... method CreateBuilder (line 1097) | public static IColumnFunctionBuilder CreateBuilder(NormalizingEstima... class SupervisedBinUtils (line 1121) | internal static class SupervisedBinUtils method CreateBuilder (line 1123) | public static IColumnFunctionBuilder CreateBuilder(SupervisedBinArgu... method CreateBuilder (line 1150) | public static IColumnFunctionBuilder CreateBuilder(NormalizingEstima... method CreateBuilder (line 1157) | private static IColumnFunctionBuilder CreateBuilder(NormalizingEstim... method GetLabelColumnId (line 1182) | public static int GetLabelColumnId(IExceptionContext host, DataViewS... class RobustScaleUtils (line 1193) | internal static partial class RobustScaleUtils method CreateBuilder (line 1195) | public static IColumnFunctionBuilder CreateBuilder(RobustScalingArgu... method CreateBuilder (line 1210) | public static IColumnFunctionBuilder CreateBuilder(NormalizingEstima... class AffineNormSerializationUtils (line 1234) | internal static partial class AffineNormSerializationUtils method GetVersionInfo (line 1238) | private static VersionInfo GetVersionInfo() class BinNormSerializationUtils (line 1252) | internal static partial class BinNormSerializationUtils method GetVersionInfo (line 1256) | private static VersionInfo GetVersionInfo() class MeanVarUtils (line 1268) | internal static class MeanVarUtils method AdjustForZeros (line 1270) | internal static void AdjustForZeros(ref Double mean, ref Double m2, re... FILE: src/Microsoft.ML.Data/Transforms/NormalizeColumnDbl.cs class AffineNormSerializationUtils (line 25) | internal static partial class AffineNormSerializationUtils method SaveModel (line 27) | public static void SaveModel(ModelSaveContext ctx, method LoadModel (line 88) | public static void LoadModel(ModelLoadContext ctx, ref List indic... class BinNormSerializationUtils (line 193) | internal static partial class BinNormSerializationUtils method SaveModel (line 195) | public static void SaveModel(ModelSaveContext ctx, TFloat[][] binUpper... method LoadModel (line 234) | public static void LoadModel(ModelLoadContext ctx, out TFloat[][] binU... class CdfNormSerializationUtils (line 264) | internal static partial class CdfNormSerializationUtils method SaveModel (line 266) | public static void SaveModel(ModelSaveContext ctx, bool useLog, TFloat... method LoadModel (line 290) | public static void LoadModel(ModelLoadContext ctx, int cv, out bool us... class MinMaxDblAggregator (line 318) | internal sealed class MinMaxDblAggregator : IColumnAggregator value) method Finish (line 385) | public void Finish() method Update (line 395) | [MethodImpl(MethodImplOptions.AggressiveInlining)] class MeanVarDblAggregator (line 411) | internal sealed class MeanVarDblAggregator method MeanVarDblAggregator (line 420) | public MeanVarDblAggregator(int size, bool useLog) method ProcessValue (line 465) | public void ProcessValue(in VBuffer value) method Finish (line 494) | public void Finish() method Update (line 506) | [MethodImpl(MethodImplOptions.AggressiveInlining)] class MedianAggregatorUtils (line 529) | [BestFriend] method GetMedianSoFar (line 539) | [BestFriend] class MedianDblAggregator (line 610) | [BestFriend] method MedianDblAggregator (line 617) | public MedianDblAggregator(int contatinerStartingSize = 1000) method ProcessValue (line 630) | public void ProcessValue(in double value) method Finish (line 635) | public void Finish() class NormalizeTransform (line 641) | internal sealed partial class NormalizeTransform class AffineColumnFunction (line 643) | internal abstract partial class AffineColumnFunction method Create (line 645) | public static IColumnFunction Create(IHost host, TFloat scale, TFloa... method Create (line 650) | public static IColumnFunction Create(IHost host, TFloat[] scale, TFl... class Dbl (line 655) | private static class Dbl class ImplOne (line 658) | public sealed class ImplOne : ImplOne method ImplOne (line 660) | public ImplOne(IHost host, TFloat scale, TFloat offset) method Create (line 665) | public static new ImplOne Create(ModelLoadContext ctx, IHost hos... method GetResult (line 687) | private void GetResult(ref TFloat input, ref TFloat value) method SaveModel (line 692) | private protected override void SaveModel(ModelSaveContext ctx) method PfaInfo (line 697) | public override JToken PfaInfo(BoundPfaContext ctx, JToken srcTo... method OnnxInfo (line 700) | public override bool OnnxInfo(OnnxContext ctx, OnnxNode nodeProt... method GetGetter (line 707) | public override Delegate GetGetter(DataViewRow input, int icol) class ImplVec (line 722) | public sealed class ImplVec : ImplVec method ImplVec (line 724) | public ImplVec(IHost host, TFloat[] scale, TFloat[] offset, int[... method Create (line 729) | public static ImplVec Create(ModelLoadContext ctx, IHost host, V... method SaveModel (line 752) | private protected override void SaveModel(ModelSaveContext ctx) method PfaInfo (line 757) | public override JToken PfaInfo(BoundPfaContext ctx, JToken srcTo... method OnnxInfo (line 772) | public override bool OnnxInfo(OnnxContext ctx, OnnxNode node, in... method GetGetter (line 783) | public override Delegate GetGetter(DataViewRow input, int icol) method FillValues (line 823) | private static void FillValues(in VBuffer input, BufferB... method FillValues (line 852) | private static void FillValues(in VBuffer input, BufferB... method FillValues (line 896) | private static void FillValues(in VBuffer input, BufferB... class CdfColumnFunction (line 969) | internal abstract partial class CdfColumnFunction method Create (line 971) | public static IColumnFunction Create(IHost host, TFloat mean, TFloat... method Create (line 976) | public static IColumnFunction Create(IHost host, TFloat[] mean, TFlo... class Dbl (line 981) | private static class Dbl class ImplOne (line 983) | public sealed class ImplOne : ImplOne method ImplOne (line 985) | public ImplOne(IHost host, TFloat mean, TFloat stddev, bool useLog) method Create (line 990) | public static new ImplOne Create(ModelLoadContext ctx, IHost hos... method GetResult (line 1004) | private void GetResult(ref TFloat input, ref TFloat value) method SaveModel (line 1016) | private protected override void SaveModel(ModelSaveContext ctx) method GetGetter (line 1025) | public override Delegate GetGetter(DataViewRow input, int icol) class ImplVec (line 1048) | public sealed class ImplVec : ImplVec method ImplVec (line 1050) | public ImplVec(IHost host, TFloat[] mean, TFloat[] stddev, bool ... method Create (line 1055) | public static ImplVec Create(ModelLoadContext ctx, IHost host, V... method SaveModel (line 1071) | private protected override void SaveModel(ModelSaveContext ctx) method GetGetter (line 1080) | public override Delegate GetGetter(DataViewRow input, int icol) method FillValues (line 1096) | private static void FillValues(in VBuffer input, BufferB... class BinColumnFunction (line 1143) | internal abstract partial class BinColumnFunction method Create (line 1145) | public static IColumnFunction Create(IHost host, TFloat[] binUpperBo... method Create (line 1150) | public static IColumnFunction Create(IHost host, TFloat[][] binUpper... class Dbl (line 1155) | private static class Dbl class ImplOne (line 1157) | public sealed class ImplOne : BinColumnFunction method ImplOne (line 1163) | public ImplOne(IHost host, TFloat[] binUpperBounds, bool fixZero) method Create (line 1173) | public static new ImplOne Create(ModelLoadContext ctx, IHost hos... method SaveModel (line 1195) | private protected override void SaveModel(ModelSaveContext ctx) method GetGetter (line 1209) | public override Delegate GetGetter(DataViewRow input, int icol) method GetResult (line 1221) | private void GetResult(ref TFloat input, ref TFloat value) method GetNormalizerModelParams (line 1226) | public override NormalizingTransformer.NormalizerModelParameters... class ImplVec (line 1230) | public sealed class ImplVec : BinColumnFunction method ImplVec (line 1236) | public ImplVec(IHost host, TFloat[][] binUpperBounds, bool fixZero) method Create (line 1258) | public static ImplVec Create(ModelLoadContext ctx, IHost host, V... method SaveModel (line 1281) | private protected override void SaveModel(ModelSaveContext ctx) method GetGetter (line 1294) | public override Delegate GetGetter(DataViewRow input, int icol) method GetResult (line 1308) | private void GetResult(in VBuffer input, ref VBuffer buffer) class MinMaxVecColumnFunctionBuilder (line 1593) | public sealed class MinMaxVecColumnFunctionBuilder : MinMaxVecColumn... method MinMaxVecColumnFunctionBuilder (line 1595) | private MinMaxVecColumnFunctionBuilder(IHost host, int cv, long li... method Create (line 1601) | public static IColumnFunctionBuilder Create(NormalizingEstimator.M... method CreateColumnFunction (line 1609) | public override IColumnFunction CreateColumnFunction() class MeanVarOneColumnFunctionBuilder (line 1645) | public sealed class MeanVarOneColumnFunctionBuilder : OneColumnFunct... method MeanVarOneColumnFunctionBuilder (line 1654) | private MeanVarOneColumnFunctionBuilder(IHost host, long lim, bool... method Create (line 1665) | public static IColumnFunctionBuilder Create(NormalizingEstimator.M... method Create (line 1672) | public static IColumnFunctionBuilder Create(NormalizingEstimator.L... method ProcessValue (line 1680) | protected override bool ProcessValue(in TFloat origVal) method CreateColumnFunction (line 1689) | public override IColumnFunction CreateColumnFunction() method CreateAffineColumnFunction (line 1697) | private IColumnFunction CreateAffineColumnFunction() method CreateCdfColumnFunction (line 1715) | private IColumnFunction CreateCdfColumnFunction() class MeanVarVecColumnFunctionBuilder (line 1727) | public sealed class MeanVarVecColumnFunctionBuilder : VecColumnFunct... method MeanVarVecColumnFunctionBuilder (line 1735) | private MeanVarVecColumnFunctionBuilder(IHost host, int cv, long l... method Create (line 1746) | public static IColumnFunctionBuilder Create(NormalizingEstimator.M... method Create (line 1754) | public static IColumnFunctionBuilder Create(NormalizingEstimator.L... method ProcessValue (line 1763) | protected override bool ProcessValue(in VBuffer buffer) method CreateColumnFunction (line 1772) | public override IColumnFunction CreateColumnFunction() method CreateAffineColumnFunction (line 1780) | private IColumnFunction CreateAffineColumnFunction() method CreateCdfColumnFunction (line 1829) | private IColumnFunction CreateCdfColumnFunction() class BinOneColumnFunctionBuilder (line 1853) | public sealed class BinOneColumnFunctionBuilder : OneColumnFunctionB... method BinOneColumnFunctionBuilder (line 1859) | private BinOneColumnFunctionBuilder(IHost host, long lim, bool fix... method Create (line 1867) | public static IColumnFunctionBuilder Create(NormalizingEstimator.B... method ProcessValue (line 1878) | protected override bool ProcessValue(in TFloat val) method CreateColumnFunction (line 1887) | public override IColumnFunction CreateColumnFunction() class BinVecColumnFunctionBuilder (line 1897) | public sealed class BinVecColumnFunctionBuilder : VecColumnFunctionB... method BinVecColumnFunctionBuilder (line 1903) | private BinVecColumnFunctionBuilder(IHost host, int cv, long lim, ... method Create (line 1916) | public static IColumnFunctionBuilder Create(NormalizingEstimator.B... method ProcessValue (line 1928) | protected override bool ProcessValue(in VBuffer buffer) method CreateColumnFunction (line 1959) | public override IColumnFunction CreateColumnFunction() class SupervisedBinOneColumnFunctionBuilder (line 1974) | public sealed class SupervisedBinOneColumnFunctionBuilder : OneColum... method SupervisedBinOneColumnFunctionBuilder (line 1980) | private SupervisedBinOneColumnFunctionBuilder(IHost host, long lim... method AcceptColumnValue (line 1988) | protected override bool AcceptColumnValue(in TFloat colValue) method CreateColumnFunction (line 1993) | public override IColumnFunction CreateColumnFunction() method Create (line 2000) | public static IColumnFunctionBuilder Create(NormalizingEstimator.S... class SupervisedBinVecColumnFunctionBuilder (line 2012) | public sealed class SupervisedBinVecColumnFunctionBuilder : VecColum... method SupervisedBinVecColumnFunctionBuilder (line 2018) | private SupervisedBinVecColumnFunctionBuilder(IHost host, long lim... method AcceptColumnValue (line 2026) | protected override bool AcceptColumnValue(in VBuffer colVa... method CreateColumnFunction (line 2031) | public override IColumnFunction CreateColumnFunction() method Create (line 2040) | public static IColumnFunctionBuilder Create(NormalizingEstimator.S... class RobustScalerOneColumnFunctionBuilder (line 2052) | public sealed class RobustScalerOneColumnFunctionBuilder : OneColumn... method RobustScalerOneColumnFunctionBuilder (line 2061) | private RobustScalerOneColumnFunctionBuilder(IHost host, long lim,... method ProcessValue (line 2074) | protected override bool ProcessValue(in double val) method Create (line 2084) | public static IColumnFunctionBuilder Create(NormalizingEstimator.R... method CreateColumnFunction (line 2091) | public override IColumnFunction CreateColumnFunction() class RobustScalerVecFunctionBuilder (line 2109) | public sealed class RobustScalerVecFunctionBuilder : OneColumnFuncti... method RobustScalerVecFunctionBuilder (line 2117) | private RobustScalerVecFunctionBuilder(IHost host, long lim, int v... method ProcessValue (line 2137) | protected override bool ProcessValue(in VBuffer val) method Create (line 2153) | public static IColumnFunctionBuilder Create(NormalizingEstimator.R... method CreateColumnFunction (line 2161) | public override IColumnFunction CreateColumnFunction() FILE: src/Microsoft.ML.Data/Transforms/NormalizeColumnSng.cs class AffineNormSerializationUtils (line 25) | internal static partial class AffineNormSerializationUtils method SaveModel (line 27) | public static void SaveModel(ModelSaveContext ctx, method LoadModel (line 88) | public static void LoadModel(ModelLoadContext ctx, ref List indic... class BinNormSerializationUtils (line 193) | internal static partial class BinNormSerializationUtils method SaveModel (line 195) | public static void SaveModel(ModelSaveContext ctx, TFloat[][] binUpper... method LoadModel (line 234) | public static void LoadModel(ModelLoadContext ctx, out TFloat[][] binU... class CdfNormSerializationUtils (line 264) | internal static partial class CdfNormSerializationUtils method SaveModel (line 266) | public static void SaveModel(ModelSaveContext ctx, bool useLog, TFloat... method LoadModel (line 290) | public static void LoadModel(ModelLoadContext ctx, int cv, out bool us... class MinMaxSngAggregator (line 318) | internal sealed class MinMaxSngAggregator : IColumnAggregator value) method Finish (line 386) | public void Finish() method Update (line 396) | [MethodImpl(MethodImplOptions.AggressiveInlining)] class MeanVarSngAggregator (line 412) | internal sealed class MeanVarSngAggregator method MeanVarSngAggregator (line 421) | public MeanVarSngAggregator(int size, bool useLog) method ProcessValue (line 466) | public void ProcessValue(in VBuffer value) method Finish (line 496) | public void Finish() method Update (line 508) | [MethodImpl(MethodImplOptions.AggressiveInlining)] class MedianAggregatorUtils (line 531) | internal static partial class MedianAggregatorUtils class HeapBase (line 539) | [BestFriend] method HeapBase (line 544) | public HeapBase(int startingSize) method GetLeftChildIndex (line 549) | protected int GetLeftChildIndex(int elementIndex) => 2 * elementInde... method GetRightChildIndex (line 550) | protected int GetRightChildIndex(int elementIndex) => 2 * elementInd... method GetParentIndex (line 551) | protected int GetParentIndex(int elementIndex) => (elementIndex - 1)... method HasLeftChild (line 553) | protected bool HasLeftChild(int elementIndex) => GetLeftChildIndex(e... method HasRightChild (line 554) | protected bool HasRightChild(int elementIndex) => GetRightChildIndex... method IsRoot (line 555) | protected bool IsRoot(int elementIndex) => elementIndex == 0; method GetLeftChild (line 557) | protected TType GetLeftChild(int elementIndex) => Elements[GetLeftCh... method GetRightChild (line 558) | protected TType GetRightChild(int elementIndex) => Elements[GetRight... method GetParent (line 559) | protected TType GetParent(int elementIndex) => Elements[GetParentInd... method Swap (line 561) | protected void Swap(int firstIndex, int secondIndex) method Peek (line 568) | public TType Peek() method Pop (line 575) | public TType Pop() method Add (line 592) | public void Add(TType element) method Count (line 599) | public int Count() => Elements.Count; method ReCalculateUp (line 601) | protected abstract void ReCalculateUp(); method ReCalculateDown (line 602) | protected abstract void ReCalculateDown(); class MaxHeap (line 606) | [BestFriend] method MaxHeap (line 610) | public MaxHeap(int startingSize) : method ReCalculateDown (line 615) | protected override void ReCalculateDown() method ReCalculateUp (line 636) | protected override void ReCalculateUp() class MinHeap (line 649) | [BestFriend] method MinHeap (line 653) | public MinHeap(int startingSize) : method ReCalculateDown (line 658) | protected override void ReCalculateDown() method ReCalculateUp (line 679) | protected override void ReCalculateUp() method GetMedianSoFar (line 699) | [BestFriend] class MedianSngAggregator (line 769) | internal sealed class MedianSngAggregator : IColumnAggregator method MedianSngAggregator (line 775) | public MedianSngAggregator(int contatinerStartingSize = 1000) method ProcessValue (line 788) | public void ProcessValue(in TFloat value) method Finish (line 793) | public void Finish() class NormalizeTransform (line 799) | internal sealed partial class NormalizeTransform class AffineColumnFunction (line 801) | internal abstract partial class AffineColumnFunction method Create (line 803) | public static IColumnFunction Create(IHost host, TFloat scale, TFloa... method Create (line 808) | public static IColumnFunction Create(IHost host, TFloat[] scale, TFl... class Sng (line 813) | private static class Sng class ImplOne (line 816) | public sealed class ImplOne : ImplOne method ImplOne (line 818) | public ImplOne(IHost host, TFloat scale, TFloat offset) method Create (line 823) | public static new ImplOne Create(ModelLoadContext ctx, IHost hos... method GetResult (line 845) | private void GetResult(ref TFloat input, ref TFloat value) method SaveModel (line 850) | private protected override void SaveModel(ModelSaveContext ctx) method PfaInfo (line 855) | public override JToken PfaInfo(BoundPfaContext ctx, JToken srcTo... method OnnxInfo (line 858) | public override bool OnnxInfo(OnnxContext ctx, OnnxNode node, in... method GetGetter (line 865) | public override Delegate GetGetter(DataViewRow input, int icol) class ImplVec (line 879) | public sealed class ImplVec : ImplVec method ImplVec (line 881) | public ImplVec(IHost host, TFloat[] scale, TFloat[] offset, int[... method Create (line 886) | public static ImplVec Create(ModelLoadContext ctx, IHost host, V... method SaveModel (line 909) | private protected override void SaveModel(ModelSaveContext ctx) method PfaInfo (line 914) | public override JToken PfaInfo(BoundPfaContext ctx, JToken srcTo... method OnnxInfo (line 929) | public override bool OnnxInfo(OnnxContext ctx, OnnxNode node, in... method GetGetter (line 940) | public override Delegate GetGetter(DataViewRow input, int icol) method FillValues (line 980) | private static void FillValues(in VBuffer input, BufferB... method FillValues (line 1010) | private static void FillValues(in VBuffer input, BufferB... method FillValues (line 1055) | private static void FillValues(in VBuffer input, BufferB... class CdfColumnFunction (line 1129) | internal abstract partial class CdfColumnFunction method Create (line 1131) | public static IColumnFunction Create(IHost host, TFloat mean, TFloat... method Create (line 1136) | public static IColumnFunction Create(IHost host, TFloat[] mean, TFlo... class Sng (line 1141) | private static class Sng class ImplOne (line 1143) | public sealed class ImplOne : ImplOne method ImplOne (line 1145) | public ImplOne(IHost host, TFloat mean, TFloat stddev, bool useLog) method Create (line 1150) | public static new ImplOne Create(ModelLoadContext ctx, IHost hos... method GetResult (line 1164) | private void GetResult(ref TFloat input, ref TFloat value) method SaveModel (line 1176) | private protected override void SaveModel(ModelSaveContext ctx) method GetGetter (line 1185) | public override Delegate GetGetter(DataViewRow input, int icol) class ImplVec (line 1208) | public sealed class ImplVec : ImplVec method ImplVec (line 1210) | public ImplVec(IHost host, TFloat[] mean, TFloat[] stddev, bool ... method Create (line 1215) | public static ImplVec Create(ModelLoadContext ctx, IHost host, V... method SaveModel (line 1231) | private protected override void SaveModel(ModelSaveContext ctx) method GetGetter (line 1240) | public override Delegate GetGetter(DataViewRow input, int icol) method FillValues (line 1256) | private static void FillValues(in VBuffer input, BufferB... class BinColumnFunction (line 1304) | internal abstract partial class BinColumnFunction method Create (line 1306) | public static IColumnFunction Create(IHost host, TFloat[] binUpperBo... method Create (line 1311) | public static IColumnFunction Create(IHost host, TFloat[][] binUpper... class Sng (line 1316) | private static class Sng class ImplOne (line 1318) | public sealed class ImplOne : BinColumnFunction method ImplOne (line 1324) | public ImplOne(IHost host, TFloat[] binUpperBounds, bool fixZero) method Create (line 1334) | public static new ImplOne Create(ModelLoadContext ctx, IHost hos... method SaveModel (line 1356) | private protected override void SaveModel(ModelSaveContext ctx) method GetGetter (line 1370) | public override Delegate GetGetter(DataViewRow input, int icol) method GetResult (line 1382) | private void GetResult(TFloat input, ref TFloat value) method GetNormalizerModelParams (line 1387) | public override NormalizingTransformer.NormalizerModelParameters... class ImplVec (line 1391) | public sealed class ImplVec : BinColumnFunction method ImplVec (line 1397) | public ImplVec(IHost host, TFloat[][] binUpperBounds, bool fixZero) method Create (line 1419) | public static ImplVec Create(ModelLoadContext ctx, IHost host, V... method SaveModel (line 1442) | private protected override void SaveModel(ModelSaveContext ctx) method GetGetter (line 1455) | public override Delegate GetGetter(DataViewRow input, int icol) method GetResult (line 1469) | private void GetResult(in VBuffer input, ref VBuffer buffer) class MinMaxVecColumnFunctionBuilder (line 1756) | public sealed class MinMaxVecColumnFunctionBuilder : MinMaxVecColumn... method MinMaxVecColumnFunctionBuilder (line 1758) | private MinMaxVecColumnFunctionBuilder(IHost host, int cv, long li... method Create (line 1764) | public static IColumnFunctionBuilder Create(NormalizingEstimator.M... method CreateColumnFunction (line 1772) | public override IColumnFunction CreateColumnFunction() class MeanVarOneColumnFunctionBuilder (line 1808) | public sealed class MeanVarOneColumnFunctionBuilder : OneColumnFunct... method MeanVarOneColumnFunctionBuilder (line 1817) | private MeanVarOneColumnFunctionBuilder(IHost host, long lim, bool... method Create (line 1828) | public static IColumnFunctionBuilder Create(NormalizingEstimator.M... method Create (line 1835) | public static IColumnFunctionBuilder Create(NormalizingEstimator.L... method ProcessValue (line 1843) | protected override bool ProcessValue(in TFloat origVal) method CreateColumnFunction (line 1852) | public override IColumnFunction CreateColumnFunction() method CreateAffineColumnFunction (line 1860) | private IColumnFunction CreateAffineColumnFunction() method CreateCdfColumnFunction (line 1878) | private IColumnFunction CreateCdfColumnFunction() class MeanVarVecColumnFunctionBuilder (line 1890) | public sealed class MeanVarVecColumnFunctionBuilder : VecColumnFunct... method MeanVarVecColumnFunctionBuilder (line 1898) | private MeanVarVecColumnFunctionBuilder(IHost host, int cv, long l... method Create (line 1909) | public static IColumnFunctionBuilder Create(NormalizingEstimator.M... method Create (line 1917) | public static IColumnFunctionBuilder Create(NormalizingEstimator.L... method ProcessValue (line 1926) | protected override bool ProcessValue(in VBuffer buffer) method CreateColumnFunction (line 1935) | public override IColumnFunction CreateColumnFunction() method CreateAffineColumnFunction (line 1943) | private IColumnFunction CreateAffineColumnFunction() method CreateCdfColumnFunction (line 1992) | private IColumnFunction CreateCdfColumnFunction() class BinOneColumnFunctionBuilder (line 2016) | public sealed class BinOneColumnFunctionBuilder : OneColumnFunctionB... method BinOneColumnFunctionBuilder (line 2022) | private BinOneColumnFunctionBuilder(IHost host, long lim, bool fix... method Create (line 2030) | public static IColumnFunctionBuilder Create(NormalizingEstimator.B... method ProcessValue (line 2041) | protected override bool ProcessValue(in TFloat val) method CreateColumnFunction (line 2050) | public override IColumnFunction CreateColumnFunction() class BinVecColumnFunctionBuilder (line 2060) | public sealed class BinVecColumnFunctionBuilder : VecColumnFunctionB... method BinVecColumnFunctionBuilder (line 2066) | private BinVecColumnFunctionBuilder(IHost host, int cv, long lim, ... method Create (line 2079) | public static IColumnFunctionBuilder Create(NormalizingEstimator.B... method ProcessValue (line 2091) | protected override bool ProcessValue(in VBuffer buffer) method CreateColumnFunction (line 2123) | public override IColumnFunction CreateColumnFunction() class SupervisedBinOneColumnFunctionBuilder (line 2138) | public sealed class SupervisedBinOneColumnFunctionBuilder : OneColum... method SupervisedBinOneColumnFunctionBuilder (line 2144) | private SupervisedBinOneColumnFunctionBuilder(IHost host, long lim... method AcceptColumnValue (line 2152) | protected override bool AcceptColumnValue(in TFloat colValue) method CreateColumnFunction (line 2157) | public override IColumnFunction CreateColumnFunction() method Create (line 2164) | public static IColumnFunctionBuilder Create(NormalizingEstimator.S... class SupervisedBinVecColumnFunctionBuilder (line 2176) | public sealed class SupervisedBinVecColumnFunctionBuilder : VecColum... method SupervisedBinVecColumnFunctionBuilder (line 2182) | private SupervisedBinVecColumnFunctionBuilder(IHost host, long lim... method AcceptColumnValue (line 2190) | protected override bool AcceptColumnValue(in VBuffer colVa... method CreateColumnFunction (line 2195) | public override IColumnFunction CreateColumnFunction() method Create (line 2204) | public static IColumnFunctionBuilder Create(NormalizingEstimator.S... class RobustScalerOneColumnFunctionBuilder (line 2216) | public sealed class RobustScalerOneColumnFunctionBuilder : OneColumn... method RobustScalerOneColumnFunctionBuilder (line 2225) | private RobustScalerOneColumnFunctionBuilder(IHost host, long lim,... method ProcessValue (line 2238) | protected override bool ProcessValue(in TFloat val) method Create (line 2248) | public static IColumnFunctionBuilder Create(NormalizingEstimator.R... method CreateColumnFunction (line 2255) | public override IColumnFunction CreateColumnFunction() class RobustScalerVecFunctionBuilder (line 2273) | public sealed class RobustScalerVecFunctionBuilder : OneColumnFuncti... method RobustScalerVecFunctionBuilder (line 2281) | private RobustScalerVecFunctionBuilder(IHost host, long lim, int v... method ProcessValue (line 2299) | protected override bool ProcessValue(in VBuffer val) method Create (line 2315) | public static IColumnFunctionBuilder Create(NormalizingEstimator.R... method CreateColumnFunction (line 2323) | public override IColumnFunction CreateColumnFunction() FILE: src/Microsoft.ML.Data/Transforms/NormalizeUtils.cs type IColumnFunctionBuilder (line 26) | internal interface IColumnFunctionBuilder method ProcessValue (line 32) | bool ProcessValue(); method CreateColumnFunction (line 37) | IColumnFunction CreateColumnFunction(); type IColumnAggregator (line 43) | [BestFriend] method ProcessValue (line 49) | void ProcessValue(in T val); method Finish (line 54) | void Finish(); type IColumnFunction (line 57) | [BestFriend] method GetGetter (line 60) | Delegate GetGetter(DataViewRow input, int icol); method AttachMetadata (line 62) | void AttachMetadata(MetadataDispatcher.Builder bldr, DataViewType type... method PfaInfo (line 64) | JToken PfaInfo(BoundPfaContext ctx, JToken srcToken); method CanSaveOnnx (line 66) | bool CanSaveOnnx(OnnxContext ctx); method OnnxInfo (line 68) | bool OnnxInfo(OnnxContext ctx, OnnxNode nodeProtoWrapper, int featureC... method GetNormalizerModelParams (line 70) | NormalizingTransformer.NormalizerModelParametersBase GetNormalizerMode... class Normalize (line 76) | [BestFriend] method MinMax (line 79) | [TlcModule.EntryPoint(Name = "Transforms.MinMaxNormalizer", Desc = Nor... method MeanVar (line 91) | [TlcModule.EntryPoint(Name = "Transforms.MeanVarianceNormalizer", Desc... method LogMeanVar (line 103) | [TlcModule.EntryPoint(Name = "Transforms.LogMeanVarianceNormalizer", D... method Bin (line 115) | [TlcModule.EntryPoint(Name = "Transforms.BinNormalizer", Desc = Normal... method RobustScaling (line 127) | [TlcModule.EntryPoint(Name = "Transforms.RobustScalingNormalizer", Des... method IfNeeded (line 139) | [TlcModule.EntryPoint(Name = "Transforms.ConditionalNormalizer", Desc ... FILE: src/Microsoft.ML.Data/Transforms/Normalizer.cs class NormalizingEstimator (line 80) | public sealed class NormalizingEstimator : IEstimator infos) method GetEnumerator (line 497) | public IEnumerator GetEnumerator() => _infos.Select... method GetEnumerator (line 498) | IEnumerator IEnumerable.GetEnumerator() => GetEnumerator(); method GetNormalizerModelParameters (line 516) | public NormalizerModelParametersBase GetNormalizerModelParameters(int ... method NormalizingTransformer (line 524) | private NormalizingTransformer(IHostEnvironment env, ColumnOptions[] c... method Train (line 531) | internal static NormalizingTransformer Train(IHostEnvironment env, IDa... method NormalizingTransformer (line 612) | private NormalizingTransformer(IHost host, ModelLoadContext ctx) method NormalizingTransformer (line 635) | private NormalizingTransformer(IHost host, ModelLoadContext ctx, IData... method Create (line 655) | private static NormalizingTransformer Create(IHostEnvironment env, Mod... method Create (line 664) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Create (line 676) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method SaveModel (line 679) | private protected override void SaveModel(ModelSaveContext ctx) method CheckInputColumn (line 701) | private protected override void CheckInputColumn(DataViewSchema inputS... method MakeDataTransform (line 715) | internal new IDataTransform MakeDataTransform(IDataView input) method MakeRowMapper (line 718) | private protected override IRowMapper MakeRowMapper(DataViewSchema sch... class Mapper (line 720) | private sealed class Mapper : OneToOneMapperBase, ISaveAsOnnx, ISaveAsPfa method CanSaveOnnx (line 724) | public bool CanSaveOnnx(OnnxContext ctx) => true; method Mapper (line 727) | public Mapper(NormalizingTransformer parent, DataViewSchema schema) method GetOutputColumnsCore (line 733) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... method MakeMetadata (line 741) | private DataViewSchema.Annotations MakeMetadata(int iinfo) method IsNormalizedGetter (line 751) | private void IsNormalizedGetter(ref bool dst) method MakeGetter (line 756) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method SaveAsOnnx (line 762) | public void SaveAsOnnx(OnnxContext ctx) method SaveAsPfa (line 784) | public void SaveAsPfa(BoundPfaContext ctx) method SaveAsPfaCore (line 813) | private JToken SaveAsPfaCore(BoundPfaContext ctx, int iinfo, ColumnO... method SaveAsOnnxCore (line 823) | private bool SaveAsOnnxCore(OnnxContext ctx, int iinfo, ColumnOption... class NormalizerModelParametersBase (line 853) | public abstract class NormalizerModelParametersBase method NormalizerModelParametersBase (line 855) | private protected NormalizerModelParametersBase() { } class AffineNormalizerModelParameters (line 868) | public sealed class AffineNormalizerModelParameters : Normalize... method AffineNormalizerModelParameters (line 885) | internal AffineNormalizerModelParameters(TData scale, TData offset) class CdfNormalizerModelParameters (line 904) | public sealed class CdfNormalizerModelParameters : NormalizerMo... method CdfNormalizerModelParameters (line 926) | internal CdfNormalizerModelParameters(TData mean, TData stddev, bool... class BinNormalizerModelParameters (line 939) | public sealed class BinNormalizerModelParameters : NormalizerMo... method BinNormalizerModelParameters (line 961) | internal BinNormalizerModelParameters(ImmutableArray upperBou... FILE: src/Microsoft.ML.Data/Transforms/OneToOneTransformerBase.cs class OneToOneTransformerBase (line 14) | public abstract class OneToOneTransformerBase : RowToRowTransformerBase method OneToOneTransformerBase (line 19) | [BestFriend] method OneToOneTransformerBase (line 36) | [BestFriend] method SaveColumns (line 55) | [BestFriend] method CheckInput (line 74) | private void CheckInput(DataViewSchema inputSchema, int col, out int s... method CheckInputColumn (line 84) | [BestFriend] class OneToOneMapperBase (line 90) | [BestFriend] method OneToOneMapperBase (line 96) | protected OneToOneMapperBase(IHost host, OneToOneTransformerBase par... method GetDependenciesCore (line 109) | private protected override Func GetDependenciesCore(Func<... method SaveModel (line 118) | private protected override void SaveModel(ModelSaveContext ctx) => _... FILE: src/Microsoft.ML.Data/Transforms/PerGroupTransformBase.cs class PerGroupTransformBase (line 21) | internal abstract class PerGroupTransformBase : ... class BindingsBase (line 28) | private protected abstract class BindingsBase : ColumnBindingsBase method BindingsBase (line 34) | protected BindingsBase(IExceptionContext ectx, DataViewSchema input,... method GetDependencies (line 62) | public Func GetDependencies(Func predicate) method PerGroupTransformBase (line 102) | protected PerGroupTransformBase(IHostEnvironment env, IDataView input,... method PerGroupTransformBase (line 117) | protected PerGroupTransformBase(IHostEnvironment env, ModelLoadContext... method Save (line 134) | void ICanSaveModel.Save(ModelSaveContext ctx) => SaveModel(ctx); method SaveModel (line 136) | private protected virtual void SaveModel(ModelSaveContext ctx) method GetBindings (line 150) | private protected abstract BindingsBase GetBindings(); method GetRowCount (line 152) | public long? GetRowCount() method GetRowCursorSet (line 157) | public DataViewRowCursor[] GetRowCursorSet(IEnumerable predicate) method CreateGetters (line 202) | protected abstract Delegate[] CreateGetters(TState state, Func GetLabelGetter(DataViewRow row); method GetScoreGetter (line 212) | protected abstract ValueGetter GetScoreGetter(DataViewRow row); method InitializeState (line 217) | protected abstract TState InitializeState(DataViewRow input); method ProcessExample (line 222) | protected abstract void ProcessExample(TState state, TLabel label, TSc... method UpdateState (line 228) | protected abstract void UpdateState(TState state); class Cursor (line 230) | private sealed class Cursor : RootCursorBase method Cursor (line 249) | public Cursor(PerGroupTransformBase parent, ... method IsColumnActive (line 278) | public override bool IsColumnActive(DataViewSchema.Column column) method GetGetter (line 291) | public override ValueGetter GetGetter(DataViewSchema... method GetIdGetter (line 313) | public override ValueGetter GetIdGetter() method MoveNextCore (line 323) | protected override bool MoveNextCore() FILE: src/Microsoft.ML.Data/Transforms/RangeFilter.cs class RangeFilter (line 30) | [BestFriend] class Options (line 33) | public sealed class Options : TransformInputBase method GetVersionInfo (line 60) | private static VersionInfo GetVersionInfo() method RangeFilter (line 90) | public RangeFilter(IHostEnvironment env, IDataView input, string colum... method RangeFilter (line 95) | public RangeFilter(IHostEnvironment env, Options options, IDataView in... method RangeFilter (line 134) | private RangeFilter(IHost host, ModelLoadContext ctx, IDataView input) method Create (line 167) | public static RangeFilter Create(IHostEnvironment env, ModelLoadContex... method SaveModel (line 177) | private protected override void SaveModel(ModelSaveContext ctx) method ShouldUseParallelCursors (line 201) | protected override bool? ShouldUseParallelCursors(Func pred... method GetRowCursorCore (line 208) | protected override DataViewRowCursor GetRowCursorCore(IEnumerable GetActive(Func predicate, out bool[... method IsValidRangeFilterColumnType (line 260) | public static bool IsValidRangeFilterColumnType(IExceptionContext ectx... class RowCursorBase (line 267) | private abstract class RowCursorBase : LinkedRowFilterCursorBase method RowCursorBase (line 274) | protected RowCursorBase(RangeFilter parent, DataViewRowCursor input,... method TestOO (line 300) | private bool TestOO(Double value) => _min < value && value < _max; method TestCO (line 301) | private bool TestCO(Double value) => _min <= value && value < _max; method TestOC (line 302) | private bool TestOC(Double value) => _min < value && value <= _max; method TestCC (line 303) | private bool TestCC(Double value) => _min <= value && value <= _max; method TestNotOO (line 304) | private bool TestNotOO(Double value) => _min >= value || value >= _max; method TestNotCO (line 305) | private bool TestNotCO(Double value) => _min > value || value >= _max; method TestNotOC (line 306) | private bool TestNotOC(Double value) => _min >= value || value > _max; method TestNotCC (line 307) | private bool TestNotCC(Double value) => _min > value || value > _max; method GetGetter (line 309) | protected abstract Delegate GetGetter(); method GetGetter (line 317) | public override ValueGetter GetGetter(DataViewSchema... method CreateKeyRowCursor (line 333) | public static DataViewRowCursor CreateKeyRowCursor(RangeFilter filte... method CreateKeyRowCursor (line 341) | private static DataViewRowCursor CreateKeyRowCursor(RangeFilte... class SingleRowCursor (line 348) | private sealed class SingleRowCursor : RowCursorBase method SingleRowCursor (line 354) | public SingleRowCursor(RangeFilter parent, DataViewRowCursor input, ... method GetGetter (line 367) | protected override Delegate GetGetter() method Accept (line 373) | protected override bool Accept() class DoubleRowCursor (line 381) | private sealed class DoubleRowCursor : RowCursorBase method DoubleRowCursor (line 387) | public DoubleRowCursor(RangeFilter parent, DataViewRowCursor input, ... method GetGetter (line 400) | protected override Delegate GetGetter() method Accept (line 406) | protected override bool Accept() class KeyRowCursor (line 414) | private sealed class KeyRowCursor : RowCursorBase method KeyRowCursor (line 422) | public KeyRowCursor(RangeFilter parent, DataViewRowCursor input, boo... method GetGetter (line 438) | protected override Delegate GetGetter() method Accept (line 444) | protected override bool Accept() FILE: src/Microsoft.ML.Data/Transforms/RowShufflingTransformer.cs class RowShufflingTransformer (line 33) | [BestFriend] class Defaults (line 36) | public static class Defaults class Options (line 43) | public sealed class Options method GetVersionInfo (line 66) | private static VersionInfo GetVersionInfo() method RowShufflingTransformer (line 98) | public RowShufflingTransformer(IHostEnvironment env, method RowShufflingTransformer (line 110) | public RowShufflingTransformer(IHostEnvironment env, Options options, ... method RowShufflingTransformer (line 129) | private RowShufflingTransformer(IHost host, ModelLoadContext ctx, IDat... method Create (line 152) | public static RowShufflingTransformer Create(IHostEnvironment env, Mod... method SaveModel (line 162) | private protected override void SaveModel(ModelSaveContext ctx) method SelectCachableColumns (line 189) | private static IDataView SelectCachableColumns(IDataView data, IHostEn... method CanShuffleAll (line 211) | internal static bool CanShuffleAll(DataViewSchema schema) method GetShuffledCursor (line 225) | public static DataViewRowCursor GetShuffledCursor(IChannelProvider pro... method ShouldUseParallelCursors (line 245) | protected override bool? ShouldUseParallelCursors(Func pred... method GetRowCursorCore (line 251) | protected override DataViewRowCursor GetRowCursorCore(IEnumerable : ShufflePipe> method ImplVec (line 400) | public ImplVec(int bufferSize, Delegate getter) method Copy (line 405) | protected override void Copy(in VBuffer src, ref VBuffer dst) class ImplOne (line 411) | private sealed class ImplOne : ShufflePipe method ImplOne (line 413) | public ImplOne(int bufferSize, Delegate getter) method Copy (line 418) | protected override void Copy(in T src, ref T dst) method ShufflePipe (line 430) | public ShufflePipe(int bufferSize, Delegate getter) method Fill (line 438) | public override void Fill(int idx) method Fetch (line 448) | public void Fetch(int idx, ref T value) method Copy (line 454) | protected abstract void Copy(in T src, ref T dst); class ShufflePipe (line 425) | private abstract class ShufflePipe : ShufflePipe method Create (line 372) | public static ShufflePipe Create(int bufferSize, DataViewType type... method Fill (line 396) | public abstract void Fill(int idx); class ImplVec (line 398) | private sealed class ImplVec : ShufflePipe> method ImplVec (line 400) | public ImplVec(int bufferSize, Delegate getter) method Copy (line 405) | protected override void Copy(in VBuffer src, ref VBuffer dst) class ImplOne (line 411) | private sealed class ImplOne : ShufflePipe method ImplOne (line 413) | public ImplOne(int bufferSize, Delegate getter) method Copy (line 418) | protected override void Copy(in T src, ref T dst) method ShufflePipe (line 430) | public ShufflePipe(int bufferSize, Delegate getter) method Fill (line 438) | public override void Fill(int idx) method Fetch (line 448) | public void Fetch(int idx, ref T value) method Copy (line 454) | protected abstract void Copy(in T src, ref T dst); method Cursor (line 502) | public Cursor(IChannelProvider provider, int poolRows, DataViewRowCu... method PostAssert (line 555) | public static void PostAssert(Channel target, T item) method GetIdGetter (line 561) | public override ValueGetter GetIdGetter() method ProduceAsync (line 566) | private async Task ProduceAsync() method MoveNextCore (line 616) | protected override bool MoveNextCore() method IsColumnActive (line 669) | public override bool IsColumnActive(DataViewSchema.Column column) method CreateGetterDelegate (line 676) | private Delegate CreateGetterDelegate(int col) method CreateGetterDelegate (line 683) | private Delegate CreateGetterDelegate(int col) method CreateGetterDelegate (line 691) | private ValueGetter CreateGetterDelegate(ShufflePipe... method GetGetter (line 712) | public override ValueGetter GetGetter(DataViewSchema... FILE: src/Microsoft.ML.Data/Transforms/RowToRowTransformerBase.cs class RowToRowTransformerBase (line 13) | public abstract class RowToRowTransformerBase : ITransformer method RowToRowTransformerBase (line 18) | [BestFriend] method Save (line 25) | void ICanSaveModel.Save(ModelSaveContext ctx) => SaveModel(ctx); method SaveModel (line 27) | private protected abstract void SaveModel(ModelSaveContext ctx); method GetRowToRowMapper (line 31) | IRowToRowMapper ITransformer.GetRowToRowMapper(DataViewSchema inputSch... method MakeRowMapper (line 37) | [BestFriend] method GetOutputSchema (line 40) | public DataViewSchema GetOutputSchema(DataViewSchema inputSchema) method Transform (line 47) | public IDataView Transform(IDataView input) => MakeDataTransform(input); method MakeDataTransform (line 49) | [BestFriend] class MapperBase (line 56) | [BestFriend] method MapperBase (line 64) | protected MapperBase(IHost host, DataViewSchema inputSchema, RowToRo... method GetOutputColumnsCore (line 74) | protected abstract DataViewSchema.DetachedColumn[] GetOutputColumnsC... method GetOutputColumns (line 76) | DataViewSchema.DetachedColumn[] IRowMapper.GetOutputColumns() => Out... method CreateGetters (line 78) | public virtual Delegate[] CreateGetters(DataViewRow input, Func IRowMapper.GetDependencies(Func activeOut... method GetDependenciesCore (line 112) | [BestFriend] method Save (line 115) | void ICanSaveModel.Save(ModelSaveContext ctx) => SaveModel(ctx); method SaveModel (line 117) | private protected abstract void SaveModel(ModelSaveContext ctx); method GetTransformer (line 119) | public ITransformer GetTransformer() => _parent; FILE: src/Microsoft.ML.Data/Transforms/SkipTakeFilter.cs class SkipTakeFilter (line 31) | [BestFriend] class Options (line 48) | public sealed class Options : TransformInputBase class TakeOptions (line 62) | public sealed class TakeOptions : TransformInputBase class SkipOptions (line 68) | public sealed class SkipOptions : TransformInputBase method GetVersionInfo (line 74) | private static VersionInfo GetVersionInfo() method SkipTakeFilter (line 88) | private SkipTakeFilter(long skip, long take, IHostEnvironment env, IDa... method SkipTakeFilter (line 104) | internal SkipTakeFilter(IHostEnvironment env, SkipOptions options, IDa... method SkipTakeFilter (line 115) | internal SkipTakeFilter(IHostEnvironment env, TakeOptions options, IDa... method ApplyToData (line 120) | IDataTransform ITransformTemplate.ApplyToData(IHostEnvironment env, ID... method Create (line 123) | public static SkipTakeFilter Create(IHostEnvironment env, Options opti... method Create (line 134) | public static SkipTakeFilter Create(IHostEnvironment env, SkipOptions ... method Create (line 142) | public static SkipTakeFilter Create(IHostEnvironment env, TakeOptions ... method Create (line 151) | public static SkipTakeFilter Create(IHostEnvironment env, ModelLoadCon... method SaveModel (line 169) | private protected override void SaveModel(ModelSaveContext ctx) method GetRowCount (line 193) | public override long? GetRowCount() method ShouldUseParallelCursors (line 205) | protected override bool? ShouldUseParallelCursors(Func pred... method GetRowCursorCore (line 211) | protected override DataViewRowCursor GetRowCursorCore(IEnumerable GetIdGetter() method MoveNextCore (line 253) | protected override bool MoveNextCore() FILE: src/Microsoft.ML.Data/Transforms/SlotsDroppingTransformer.cs class SlotsDroppingTransformer (line 38) | [BestFriend] class Options (line 41) | internal sealed class Options class Column (line 48) | [BestFriend] method Parse (line 54) | internal static Column Parse(string str) method TryParse (line 64) | private protected override bool TryParse(string str) method TryParseSlots (line 77) | private bool TryParseSlots(string str) method TryUnparse (line 92) | internal bool TryUnparse(StringBuilder sb) class Range (line 117) | internal sealed class Range method Parse (line 128) | internal static Range Parse(string str) method TryParse (line 138) | private bool TryParse(string str) method TryUnparse (line 170) | internal bool TryUnparse(StringBuilder sb) method IsValid (line 187) | public bool IsValid() class ColumnOptions (line 196) | [BestFriend] method ColumnOptions (line 210) | public ColumnOptions(string name, string inputColumnName = null, par... method ColumnOptions (line 223) | internal ColumnOptions(Column column) method GetVersionInfo (line 245) | private static VersionInfo GetVersionInfo() method SlotsDroppingTransformer (line 264) | internal SlotsDroppingTransformer(IHostEnvironment env, string outputC... method SlotsDroppingTransformer (line 274) | internal SlotsDroppingTransformer(IHostEnvironment env, params ColumnO... method SlotsDroppingTransformer (line 282) | private SlotsDroppingTransformer(IHostEnvironment env, ModelLoadContex... method Create (line 306) | internal static SlotsDroppingTransformer Create(IHostEnvironment env, ... method Create (line 314) | private static IDataTransform Create(IHostEnvironment env, Options opt... method Create (line 321) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Create (line 325) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method SaveModel (line 328) | private protected override void SaveModel(ModelSaveContext ctx) method GetSlotsMinMax (line 351) | private void GetSlotsMinMax(Column col, out int[] slotsMin, out int[] ... method GetSlotsMinMax (line 380) | private static void GetSlotsMinMax(ColumnOptions[] columns, out int[][... method GetColumnPairs (line 417) | private static (string outputColumnName, string inputColumnName)[] Get... method AreRangesValid (line 420) | private static bool AreRangesValid(int[][] slotsMin, int[][] slotsMax) method MakeRowMapper (line 443) | private protected override IRowMapper MakeRowMapper(DataViewSchema sch... class Mapper (line 446) | private sealed class Mapper : OneToOneMapperBase, ISaveAsOnnx method Mapper (line 469) | public Mapper(SlotsDroppingTransformer parent, DataViewSchema inputS... method IsValidColumnType (line 501) | private static bool IsValidColumnType(DataViewType type) method ComputeType (line 516) | private void ComputeType(DataViewSchema input, int iinfo, SlotDroppe... method GetSlotNames (line 550) | private void GetSlotNames(int iinfo, ref VBuffer dst) method GetCategoricalSlotRangesCore (line 568) | private void GetCategoricalSlotRangesCore(int iinfo, int[] slotsMin,... method CombineRanges (line 705) | private void CombineRanges( method MakeGetter (line 719) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method MakeOneTrivialGetter (line 738) | private Delegate MakeOneTrivialGetter(DataViewRow input, int iinfo) method MakeOneTrivialGetter (line 748) | private ValueGetter MakeOneTrivialGetter() method OneTrivialGetter (line 754) | private void OneTrivialGetter(ref TDst value) method MakeVecTrivialGetter (line 759) | private Delegate MakeVecTrivialGetter(DataViewRow input, int iinfo) method MakeVecTrivialGetter (line 769) | private ValueGetter> MakeVecTrivialGetter() method VecTrivialGetter (line 775) | private void VecTrivialGetter(ref VBuffer value) method MakeVecGetter (line 780) | private Delegate MakeVecGetter(DataViewRow input, int iinfo) method MakeVecGetter (line 790) | private ValueGetter> MakeVecGetter(DataViewRow i... method GetSrcGetter (line 807) | private ValueGetter GetSrcGetter(DataViewRow input, int iinfo) method GetSrcGetter (line 816) | private Delegate GetSrcGetter(DataViewType typeDst, DataViewRow row,... method GetOutputColumnsCore (line 824) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... method CanSaveOnnx (line 877) | public bool CanSaveOnnx(OnnxContext ctx) => true; method SaveAsOnnx (line 879) | public void SaveAsOnnx(OnnxContext ctx) method SaveAsOnnxCore (line 896) | public bool SaveAsOnnxCore(OnnxContext ctx, int iinfo, string srcVar... FILE: src/Microsoft.ML.Data/Transforms/TrainAndScoreTransformer.cs class ScoringTransformer (line 22) | [BestFriend] class Arguments (line 25) | public sealed class Arguments : TransformInputBase method Create (line 61) | internal static IDataTransform Create(IHostEnvironment env, method Create (line 78) | private static IDataTransform Create(IHostEnvironment env, Arguments a... class TrainAndScoreTransformer (line 106) | [BestFriend] class ArgumentsBase (line 109) | public abstract class ArgumentsBase : TransformInputBase method CopyTo (line 136) | public void CopyTo(ArgumentsBase other) class Arguments (line 147) | public sealed class Arguments : ArgumentsBase method Create (line 177) | internal static IDataTransform Create(IHostEnvironment env, method Create (line 202) | private static IDataTransform Create(IHostEnvironment env, Arguments a... method Create (line 213) | [BestFriend] method Create (line 226) | private static IDataTransform Create(IHostEnvironment env, Arguments a... method CreateDataFromArgs (line 249) | public static RoleMappedData CreateDataFromArgs(IExceptionContext ectx... method CreateDataFromArgs (line 257) | private static RoleMappedData CreateDataFromArgs(IExceptionContext ect... FILE: src/Microsoft.ML.Data/Transforms/TransformBase.cs class TransformBase (line 20) | [BestFriend] method TransformBase (line 27) | protected TransformBase(IHostEnvironment env, string name, IDataView i... method TransformBase (line 37) | protected TransformBase(IHost host, IDataView input) method Save (line 46) | void ICanSaveModel.Save(ModelSaveContext ctx) => SaveModel(ctx); method SaveModel (line 48) | private protected abstract void SaveModel(ModelSaveContext ctx); method GetRowCount (line 50) | public abstract long? GetRowCount(); method GetRowCursor (line 65) | public DataViewRowCursor GetRowCursor(IEnumerable pred... method GetRowCursorCore (line 99) | protected abstract DataViewRowCursor GetRowCursorCore(IEnumerable null; method SaveAsPfa (line 147) | void ISaveAsPfa.SaveAsPfa(BoundPfaContext ctx) class RowToRowMapperTransformBase (line 154) | [BestFriend] method RowToRowMapperTransformBase (line 157) | protected RowToRowMapperTransformBase(IHostEnvironment env, string nam... method RowToRowMapperTransformBase (line 162) | protected RowToRowMapperTransformBase(IHost host, IDataView input) method GetDependencies (line 170) | IEnumerable IRowToRowMapper.GetDependencies(IEn... method GetDependenciesCore (line 173) | protected abstract IEnumerable GetDependenciesC... method GetRow (line 176) | DataViewRow IRowToRowMapper.GetRow(DataViewRow input, IEnumerable GetGetter(DataViewSchema... method IsColumnActive (line 244) | public override bool IsColumnActive(DataViewSchema.Column column) class OneToOneTransformBase (line 265) | [BestFriend] class ColInfo (line 273) | public sealed class ColInfo method ColInfo (line 280) | public ColInfo(string name, int colSrc, DataViewType typeSrc, Vector... class Bindings (line 297) | private sealed class Bindings : ColumnBindingsBase method GetSlotType (line 307) | public VectorDataViewType GetSlotType(int col) method Bindings (line 315) | private Bindings(OneToOneTransformBase parent, ColInfo[] infos, method Create (line 327) | public static Bindings Create(OneToOneTransformBase parent, OneToOne... method Create (line 364) | public static Bindings Create(OneToOneTransformBase parent, ModelLoa... method Save (line 412) | internal void Save(ModelSaveContext ctx) method GetDependencies (line 432) | public IEnumerable GetDependencies(IEnumerabl... method GetColumnTypeCore (line 452) | protected override DataViewType GetColumnTypeCore(int iinfo) method GetAnnotationTypesCore (line 457) | protected override IEnumerable> G... method GetAnnotationTypeCore (line 462) | protected override DataViewType GetAnnotationTypeCore(string kind, i... method GetAnnotationCore (line 467) | protected override void GetAnnotationCore(string kind, int i... class ColumnTmp (line 474) | private sealed class ColumnTmp : OneToOneColumn method CanSaveOnnx (line 493) | bool ICanSaveOnnx.CanSaveOnnx(OnnxContext ctx) => CanSaveOnnxCore; method OneToOneTransformBase (line 497) | [BestFriend] method OneToOneTransformBase (line 511) | [BestFriend] method OneToOneTransformBase (line 525) | [BestFriend] method OneToOneTransformBase (line 542) | [BestFriend] method SaveBase (line 566) | [BestFriend] method SaveAsPfa (line 573) | void ISaveAsPfa.SaveAsPfa(BoundPfaContext ctx) method SaveAsOnnx (line 603) | void ISaveAsOnnx.SaveAsOnnx(OnnxContext ctx) method SaveAsPfaCore (line 638) | [BestFriend] method SaveAsOnnxCore (line 649) | [BestFriend] method GetSlotType (line 655) | VectorDataViewType ITransposeDataView.GetSlotType(int col) => _binding... method ColumnIndex (line 660) | protected int ColumnIndex(int iinfo) method GetColumnTypeCore (line 666) | protected abstract DataViewType GetColumnTypeCore(int iinfo); method GetSlotTypeCore (line 668) | protected virtual VectorDataViewType GetSlotTypeCore(int iinfo) method ActivateSourceColumns (line 680) | protected virtual void ActivateSourceColumns(int iinfo, bool[] active) method GetGetterCore (line 692) | protected abstract Delegate GetGetterCore(IChannel ch, DataViewRow inp... method GetSrcGetter (line 694) | protected ValueGetter GetSrcGetter(DataViewRow input, int iinfo) method GetSrcGetter (line 703) | protected Delegate GetSrcGetter(DataViewType typeDst, DataViewRow row,... method ShouldUseParallelCursors (line 716) | protected sealed override bool? ShouldUseParallelCursors(Func predicate) method GetRowCursorCore (line 734) | protected override DataViewRowCursor GetRowCursorCore(IEnumerable GetDependenciesC... method CreateGetters (line 818) | protected override Delegate[] CreateGetters(DataViewRow input, IEnumer... class Cursor (line 844) | private sealed class Cursor : SynchronizedCursorBase method Cursor (line 853) | public Cursor(IChannelProvider provider, OneToOneTransformBase paren... method Dispose (line 876) | protected override void Dispose(bool disposing) method GetGetter (line 897) | public override ValueGetter GetGetter(DataViewSchema... method IsColumnActive (line 918) | public override bool IsColumnActive(DataViewSchema.Column column) method TestIsText (line 925) | protected static string TestIsText(DataViewType type) method TestIsTextItem (line 932) | protected static string TestIsTextItem(DataViewType type) method TestIsTextVector (line 939) | protected static string TestIsTextVector(DataViewType type) method TestIsFloatItem (line 946) | protected static string TestIsFloatItem(DataViewType type) method TestIsFloatVector (line 953) | protected static string TestIsFloatVector(DataViewType type) method TestIsKnownSizeFloatVector (line 961) | protected static string TestIsKnownSizeFloatVector(DataViewType type) method TestIsKey (line 971) | protected static string TestIsKey(DataViewType type) FILE: src/Microsoft.ML.Data/Transforms/TransformInputBase.cs class TransformInputBase (line 13) | [TlcModule.EntryPointKind(typeof(CommonInputs.ITransformInput))] method TransformInputBase (line 16) | private protected TransformInputBase() { } FILE: src/Microsoft.ML.Data/Transforms/TransformsCatalog.cs class TransformsCatalog (line 12) | public sealed class TransformsCatalog : IInternalCatalog method TransformsCatalog (line 37) | internal TransformsCatalog(IHostEnvironment env) class CategoricalTransforms (line 51) | public sealed class CategoricalTransforms : IInternalCatalog method CategoricalTransforms (line 56) | internal CategoricalTransforms(TransformsCatalog owner) class ConversionTransforms (line 65) | public sealed class ConversionTransforms : IInternalCatalog method ConversionTransforms (line 70) | internal ConversionTransforms(TransformsCatalog owner) class TextTransforms (line 79) | public sealed class TextTransforms : IInternalCatalog method TextTransforms (line 84) | internal TextTransforms(TransformsCatalog owner) class FeatureSelectionTransforms (line 93) | public sealed class FeatureSelectionTransforms : IInternalCatalog method FeatureSelectionTransforms (line 98) | internal FeatureSelectionTransforms(TransformsCatalog owner) FILE: src/Microsoft.ML.Data/Transforms/TypeConverting.cs class TypeConversion (line 34) | internal static class TypeConversion method Convert (line 36) | [TlcModule.EntryPoint(Name = "Transforms.ColumnTypeConverter", Desc = ... class TypeConvertingTransformer (line 56) | public sealed class TypeConvertingTransformer : OneToOneTransformerBase class Column (line 58) | [BestFriend] method Parse (line 70) | internal static Column Parse(string str) method TryParse (line 78) | private protected override bool TryParse(string str) method TryUnparse (line 95) | internal bool TryUnparse(StringBuilder sb) class Options (line 129) | [BestFriend] method GetVersionInfo (line 151) | private static VersionInfo GetVersionInfo() method GetColumnPairs (line 178) | private static (string outputColumnName, string inputColumnName)[] Get... method TypeConvertingTransformer (line 192) | internal TypeConvertingTransformer(IHostEnvironment env, string output... method TypeConvertingTransformer (line 200) | internal TypeConvertingTransformer(IHostEnvironment env, params TypeCo... method SaveModel (line 206) | private protected override void SaveModel(ModelSaveContext ctx) method Create (line 236) | private static TypeConvertingTransformer Create(IHostEnvironment env, ... method TypeConvertingTransformer (line 250) | private TypeConvertingTransformer(IHost host, ModelLoadContext ctx) method Create (line 295) | internal static IDataTransform Create(IHostEnvironment env, Options op... method Create (line 344) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Create (line 348) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method MakeRowMapper (line 351) | private protected override IRowMapper MakeRowMapper(DataViewSchema sch... method GetNewType (line 353) | internal static bool GetNewType(IExceptionContext ectx, DataViewType s... class Mapper (line 384) | private sealed class Mapper : OneToOneMapperBase, ISaveAsOnnx method CanSaveOnnx (line 390) | public bool CanSaveOnnx(OnnxContext ctx) => true; method Mapper (line 392) | public Mapper(TypeConvertingTransformer parent, DataViewSchema input... method CanConvertToType (line 412) | private static bool CanConvertToType(IExceptionContext ectx, DataVie... method GetOutputColumnsCore (line 434) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... method MakeGetter (line 467) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method SaveAsOnnx (line 477) | public void SaveAsOnnx(OnnxContext ctx) method SaveAsOnnxCore (line 498) | private bool SaveAsOnnxCore(OnnxContext ctx, int iinfo, string srcVa... class TypeConvertingEstimator (line 533) | public sealed class TypeConvertingEstimator : TrivialEstimator : ValueMappingEs... method ValueMappingEstimator (line 78) | internal ValueMappingEstimator(IHostEnvironment env, IDataView lookupM... method GetOutputSchema (line 89) | public sealed override SchemaShape GetOutputSchema(SchemaShape inputSc... method ValueMappingEstimator (line 177) | internal ValueMappingEstimator(IHostEnvironment env, IDataView lookupM... class DataViewHelper (line 186) | internal class DataViewHelper method GetPrimitiveType (line 191) | internal static PrimitiveDataViewType GetPrimitiveType(Type rawType, o... method GetKeyValueGetter (line 211) | private static ValueGetter>> GetKeyValueG... method AddColumnWrapper (line 226) | internal static void AddColumnWrapper(ArrayDataViewBuilder builder,... method AddColumnWrapper (line 237) | internal static void AddColumnWrapper(ArrayDataViewBuilder builder,... method CreateDataView (line 257) | internal static IDataView CreateDataView(IHostEnvironmen... method CreateDataView (line 274) | internal static IDataView CreateDataView(IHostEnvironmen... class ValueMappingTransformer (line 349) | public class ValueMappingTransformer : OneToOneTransformerBase method GetVersionInfo (line 368) | private static VersionInfo GetVersionInfo() method GetTermLookupVersionInfo (line 379) | private static VersionInfo GetTermLookupVersionInfo() class Column (line 391) | internal sealed class Column : OneToOneColumn method Parse (line 393) | internal static Column Parse(string str) method TryUnparse (line 401) | internal bool TryUnparse(StringBuilder sb) class Options (line 408) | internal sealed class Options method ValueMappingTransformer (line 431) | internal ValueMappingTransformer(IHostEnvironment env, IDataView looku... method CreateValueMapFromDataView (line 441) | private ValueMap CreateValueMapFromDataView(IDataView dataView, DataVi... method GenerateValueColumn (line 468) | private static TextLoader.Column GenerateValueColumn(IHostEnvironment ... method CreateTransformInvoke (line 548) | private static ValueMappingTransformer CreateTransformInvoke(DataViewS... method Train (line 817) | public abstract void Train(IHostEnvironment env, DataViewRowCursor c... method GetGetter (line 819) | public abstract Delegate GetGetter(DataViewRow input, int index); method GetDataView (line 821) | public abstract IDataView GetDataView(IHostEnvironment env); method GetKeys (line 822) | public abstract TKey[] GetKeys(); method GetValues (line 823) | public abstract TValue[] GetValues(); method CreateDictionary (line 840) | private Dictionary CreateDictionary() method ValueMap (line 847) | public ValueMap(DataViewSchema.Column keyColumn, DataViewSchema.Colu... method Train (line 855) | public override void Train(IHostEnvironment env, DataViewRowCursor c... method MapValue (line 896) | private TValue MapValue(TKey key) method GetGetter (line 909) | public override Delegate GetGetter(DataViewRow input, int index) method GetDataView (line 946) | public override IDataView GetDataView(IHostEnvironment env) method GetVector (line 954) | private static TValue GetVector(TValue value) method GetValue (line 967) | private static TValue GetValue(TValue value) => value; method GetKeys (line 969) | public override T[] GetKeys() method GetValues (line 973) | public override T[] GetValues() class ValueMap (line 829) | private class ValueMap : ValueMap method ValueMap (line 801) | public ValueMap(DataViewSchema.Column keyColumn, DataViewSchema.Colu... method Create (line 807) | internal static ValueMap Create(DataViewSchema.Column keyColumn, Dat... method CreateValueMapInvoke (line 814) | private static ValueMap CreateValueMapInvoke(DataViewS... method Train (line 817) | public abstract void Train(IHostEnvironment env, DataViewRowCursor c... method GetGetter (line 819) | public abstract Delegate GetGetter(DataViewRow input, int index); method GetDataView (line 821) | public abstract IDataView GetDataView(IHostEnvironment env); method GetKeys (line 822) | public abstract TKey[] GetKeys(); method GetValues (line 823) | public abstract TValue[] GetValues(); method CreateDictionary (line 840) | private Dictionary CreateDictionary() method ValueMap (line 847) | public ValueMap(DataViewSchema.Column keyColumn, DataViewSchema.Colu... method Train (line 855) | public override void Train(IHostEnvironment env, DataViewRowCursor c... method MapValue (line 896) | private TValue MapValue(TKey key) method GetGetter (line 909) | public override Delegate GetGetter(DataViewRow input, int index) method GetDataView (line 946) | public override IDataView GetDataView(IHostEnvironment env) method GetVector (line 954) | private static TValue GetVector(TValue value) method GetValue (line 967) | private static TValue GetValue(TValue value) => value; method GetKeys (line 969) | public override T[] GetKeys() method GetValues (line 973) | public override T[] GetValues() method GetBytesFromDataView (line 983) | private static byte[] GetBytesFromDataView(IHost host, IDataView looku... method GetLoader (line 1014) | private static BinaryLoader GetLoader(IHostEnvironment env, byte[] bytes) method MakeRowMapper (line 1023) | private protected override IRowMapper MakeRowMapper(DataViewSchema sch... class Mapper (line 1028) | private sealed class Mapper : OneToOneMapperBase, ISaveAsOnnx method CanSaveOnnx (line 1034) | public bool CanSaveOnnx(OnnxContext ctx) => true; method Mapper (line 1036) | internal Mapper(ValueMappingTransformer transform, method MakeGetter (line 1048) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method SaveAsOnnx (line 1057) | public void SaveAsOnnx(OnnxContext ctx) method CastInputTo (line 1085) | private void CastInputTo(OnnxContext ctx, out OnnxNode node, stri... method SaveAsOnnxCore (line 1101) | private bool SaveAsOnnxCore(OnnxContext ctx, string srcVariableName,... method GetOutputColumnsCore (line 1278) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... FILE: src/Microsoft.ML.Data/Transforms/ValueToKeyMappingEstimator.cs class ValueToKeyMappingEstimator (line 47) | public sealed class ValueToKeyMappingEstimator : IEstimator new ValueT... method GetOutputSchema (line 178) | public SchemaShape GetOutputSchema(SchemaShape inputSchema) FILE: src/Microsoft.ML.Data/Transforms/ValueToKeyMappingTransformer.cs class ValueToKeyMappingTransformer (line 40) | public sealed partial class ValueToKeyMappingTransformer : OneToOneTrans... class ColumnBase (line 42) | [BestFriend] method ColumnBase (line 61) | private protected ColumnBase() method TryUnparseCore (line 65) | [BestFriend] class Column (line 78) | [BestFriend] method Parse (line 81) | internal static Column Parse(string str) method TryUnparse (line 89) | internal bool TryUnparse(StringBuilder sb) class OptionsBase (line 96) | [BestFriend] class Options (line 133) | [BestFriend] class ColInfo (line 140) | internal sealed class ColInfo method ColInfo (line 146) | public ColInfo(string name, string inputColumnName, DataViewType type) method GetVersionInfo (line 163) | private static VersionInfo GetVersionInfo() method GetTermManagerVersionInfo (line 196) | private static VersionInfo GetTermManagerVersionInfo() method GetColumnPairs (line 212) | private static (string outputColumnName, string inputColumnName)[] Get... method TestIsKnownDataKind (line 218) | private string TestIsKnownDataKind(DataViewType type) method CreateInfos (line 228) | private ColInfo[] CreateInfos(DataViewSchema inputSchema) method ValueToKeyMappingTransformer (line 245) | internal ValueToKeyMappingTransformer(IHostEnvironment env, IDataView ... method ValueToKeyMappingTransformer (line 250) | internal ValueToKeyMappingTransformer(IHostEnvironment env, IDataView ... method Create (line 265) | [BestFriend] method Create (line 308) | private static ValueToKeyMappingTransformer Create(IHostEnvironment en... method ValueToKeyMappingTransformer (line 319) | private ValueToKeyMappingTransformer(IHost host, ModelLoadContext ctx) method Create (line 363) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Create (line 367) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method GetKeyDataViewOrNull (line 385) | [BestFriend] method CreateTermMapFromData (line 467) | private static TermMap CreateTermMapFromData(IHostEnvironment env, ICh... method Train (line 514) | private static TermMap[] Train(IHostEnvironment env, IChannel ch, ColI... method SaveModel (line 652) | private protected override void SaveModel(ModelSaveContext ctx) method GetTermMap (line 692) | [BestFriend] method MakeRowMapper (line 699) | private protected override IRowMapper MakeRowMapper(DataViewSchema sch... class Mapper (line 702) | private sealed class Mapper : OneToOneMapperBase, ISaveAsOnnx, ISaveAsPfa method CanSaveOnnx (line 712) | public bool CanSaveOnnx(OnnxContext ctx) => true; method Mapper (line 716) | public Mapper(ValueToKeyMappingTransformer parent, DataViewSchema in... method GetOutputColumnsCore (line 740) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... method MakeGetter (line 756) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method MakeGetter (line 765) | private Delegate MakeGetter(DataViewRow row, int src) => _termMap... method GetTermsAndIds (line 767) | private IEnumerable GetTermsAndIds(int iinfo, out long[] termIds) method CastInputToString (line 787) | private void CastInputToString(OnnxContext ctx, out OnnxNode node... method CastInputToFloat (line 800) | private void CastInputToFloat(OnnxContext ctx, out OnnxNode node,... method SaveAsOnnxCore (line 813) | private bool SaveAsOnnxCore(OnnxContext ctx, int iinfo, ColInfo info... method SaveAsOnnx (line 902) | public void SaveAsOnnx(OnnxContext ctx) method SaveAsPfa (line 924) | public void SaveAsPfa(BoundPfaContext ctx) method SaveAsPfaCore (line 953) | private JToken SaveAsPfaCore(BoundPfaContext ctx, int iinfo, ColInfo... FILE: src/Microsoft.ML.Data/Transforms/ValueToKeyMappingTransformerImpl.cs class ValueToKeyMappingTransformer (line 15) | public sealed partial class ValueToKeyMappingTransformer class Builder (line 21) | private abstract class Builder method Builder (line 36) | protected Builder(PrimitiveDataViewType type) method Create (line 42) | public static Builder Create(DataViewType type, ValueToKeyMappingEst... method CreateCore (line 60) | private static Builder CreateCore(PrimitiveDataViewType type, boo... method Finish (line 78) | public abstract TermMap Finish(); method ParseAddTermArg (line 85) | public abstract void ParseAddTermArg(ref ReadOnlyMemory terms,... method ParseAddTermArg (line 92) | public abstract void ParseAddTermArg(string[] terms, IChannel ch); class TextImpl (line 94) | private sealed class TextImpl : Builder> method TextImpl (line 104) | public TextImpl(bool sorted) method TryAdd (line 111) | public override bool TryAdd(in ReadOnlyMemory val) method Finish (line 119) | public override TermMap Finish() class Impl (line 143) | private sealed class Impl : Builder method Impl (line 164) | public Impl(PrimitiveDataViewType type, InPredicate mapsToMissi... method TryAdd (line 175) | public override bool TryAdd(in T val) method Finish (line 180) | public override TermMap Finish() method Builder (line 191) | protected Builder(PrimitiveDataViewType type) method TryAdd (line 200) | public abstract bool TryAdd(in T val); method ParseAddTermArg (line 207) | public override void ParseAddTermArg(ref ReadOnlyMemory terms,... method ParseAddTermArg (line 233) | public override void ParseAddTermArg(string[] terms, IChannel ch) class Builder (line 189) | private abstract class Builder : Builder method Builder (line 36) | protected Builder(PrimitiveDataViewType type) method Create (line 42) | public static Builder Create(DataViewType type, ValueToKeyMappingEst... method CreateCore (line 60) | private static Builder CreateCore(PrimitiveDataViewType type, boo... method Finish (line 78) | public abstract TermMap Finish(); method ParseAddTermArg (line 85) | public abstract void ParseAddTermArg(ref ReadOnlyMemory terms,... method ParseAddTermArg (line 92) | public abstract void ParseAddTermArg(string[] terms, IChannel ch); class TextImpl (line 94) | private sealed class TextImpl : Builder> method TextImpl (line 104) | public TextImpl(bool sorted) method TryAdd (line 111) | public override bool TryAdd(in ReadOnlyMemory val) method Finish (line 119) | public override TermMap Finish() class Impl (line 143) | private sealed class Impl : Builder method Impl (line 164) | public Impl(PrimitiveDataViewType type, InPredicate mapsToMissi... method TryAdd (line 175) | public override bool TryAdd(in T val) method Finish (line 180) | public override TermMap Finish() method Builder (line 191) | protected Builder(PrimitiveDataViewType type) method TryAdd (line 200) | public abstract bool TryAdd(in T val); method ParseAddTermArg (line 207) | public override void ParseAddTermArg(ref ReadOnlyMemory terms,... method ParseAddTermArg (line 233) | public override void ParseAddTermArg(string[] terms, IChannel ch) class Trainer (line 258) | private abstract class Trainer method Trainer (line 265) | private Trainer(Builder bldr, int max) method Create (line 284) | public static Trainer Create(DataViewRow row, int col, bool autoConv... method CreateOne (line 301) | private static Trainer CreateOne(DataViewRow row, int col, bool a... method CreateVec (line 317) | private static Trainer CreateVec(DataViewRow row, int col, int co... method ProcessRow (line 333) | public abstract bool ProcessRow(); method Finish (line 340) | public TermMap Finish() class ImplOne (line 345) | private sealed class ImplOne : Trainer method ImplOne (line 351) | public ImplOne(ValueGetter getter, int max, Builder bldr) method ProcessRow (line 360) | public sealed override bool ProcessRow() class ImplVec (line 370) | private sealed class ImplVec : Trainer method ImplVec (line 377) | public ImplVec(ValueGetter> getter, int max, Builder... method AccumAndDecrement (line 386) | private bool AccumAndDecrement(in T val) method ProcessRow (line 392) | public sealed override bool ProcessRow() type MapType (line 441) | private enum MapType : byte method Bind (line 452) | private static BoundTermMap Bind(IHostEnvironment env, DataViewSchema ... class TermMap (line 478) | [BestFriend] method TermMap (line 501) | protected TermMap(PrimitiveDataViewType type, int count) method Save (line 510) | internal abstract void Save(ModelSaveContext ctx, IHostEnvironment h... method Load (line 512) | internal static TermMap Load(ModelLoadContext ctx, IHostEnvironment ... method LoadCodecCore (line 543) | private static TermMap LoadCodecCore(ModelLoadContext ctx, IExcep... method WriteTextTerms (line 576) | internal abstract void WriteTextTerms(TextWriter writer); class TextImpl (line 578) | internal sealed class TextImpl : TermMap> method TextImpl (line 586) | public TextImpl(NormStr.Pool pool) method Create (line 593) | public static TextImpl Create(ModelLoadContext ctx, IExceptionCont... method Save (line 619) | internal override void Save(ModelSaveContext ctx, IHostEnvironment... method KeyMapper (line 640) | private void KeyMapper(in ReadOnlyMemory src, ref uint dst) method GetKeyMapper (line 649) | public override ValueMapper, uint> GetKeyMapp... method GetTerms (line 654) | public override void GetTerms(ref VBuffer> dst) method WriteTextTerms (line 669) | internal override void WriteTextTerms(TextWriter writer) class HashArrayImpl (line 677) | internal sealed class HashArrayImpl : TermMap method HashArrayImpl (line 684) | public HashArrayImpl(PrimitiveDataViewType itemType, HashArray ... method Save (line 692) | internal override void Save(ModelSaveContext ctx, IHostEnvironment... method GetKeyMapper (line 720) | public override ValueMapper GetKeyMapper() method GetTerms (line 733) | public override void GetTerms(ref VBuffer dst) method WriteTextTerms (line 747) | internal override void WriteTextTerms(TextWriter writer) method TermMap (line 764) | protected TermMap(PrimitiveDataViewType type, int count) method GetKeyMapper (line 770) | public abstract ValueMapper GetKeyMapper(); method GetTerms (line 772) | public abstract void GetTerms(ref VBuffer dst); class TermMap (line 762) | internal abstract class TermMap : TermMap method TermMap (line 501) | protected TermMap(PrimitiveDataViewType type, int count) method Save (line 510) | internal abstract void Save(ModelSaveContext ctx, IHostEnvironment h... method Load (line 512) | internal static TermMap Load(ModelLoadContext ctx, IHostEnvironment ... method LoadCodecCore (line 543) | private static TermMap LoadCodecCore(ModelLoadContext ctx, IExcep... method WriteTextTerms (line 576) | internal abstract void WriteTextTerms(TextWriter writer); class TextImpl (line 578) | internal sealed class TextImpl : TermMap> method TextImpl (line 586) | public TextImpl(NormStr.Pool pool) method Create (line 593) | public static TextImpl Create(ModelLoadContext ctx, IExceptionCont... method Save (line 619) | internal override void Save(ModelSaveContext ctx, IHostEnvironment... method KeyMapper (line 640) | private void KeyMapper(in ReadOnlyMemory src, ref uint dst) method GetKeyMapper (line 649) | public override ValueMapper, uint> GetKeyMapp... method GetTerms (line 654) | public override void GetTerms(ref VBuffer> dst) method WriteTextTerms (line 669) | internal override void WriteTextTerms(TextWriter writer) class HashArrayImpl (line 677) | internal sealed class HashArrayImpl : TermMap method HashArrayImpl (line 684) | public HashArrayImpl(PrimitiveDataViewType itemType, HashArray ... method Save (line 692) | internal override void Save(ModelSaveContext ctx, IHostEnvironment... method GetKeyMapper (line 720) | public override ValueMapper GetKeyMapper() method GetTerms (line 733) | public override void GetTerms(ref VBuffer dst) method WriteTextTerms (line 747) | internal override void WriteTextTerms(TextWriter writer) method TermMap (line 764) | protected TermMap(PrimitiveDataViewType type, int count) method GetKeyMapper (line 770) | public abstract ValueMapper GetKeyMapper(); method GetTerms (line 772) | public abstract void GetTerms(ref VBuffer dst); method GetTextTerms (line 775) | private static void GetTextTerms(in VBuffer src, ValueMapper(IHostEnvironment env, DataV... method GetMappingGetter (line 854) | public abstract Delegate GetMappingGetter(DataViewRow row); method AddMetadata (line 860) | public abstract void AddMetadata(DataViewSchema.Annotations.Builder ... method WriteTextTerms (line 869) | public virtual void WriteTextTerms(TextWriter writer) class Base (line 874) | private abstract class Base : BoundTermMap method Base (line 878) | public Base(IHostEnvironment env, DataViewSchema schema, TermMap map) method GetMappingGetter (line 895) | public override Delegate GetMappingGetter(DataViewRow input) method AddMetadata (line 1043) | public override void AddMetadata(DataViewSchema.Annotations.Builde... class KeyImpl (line 1078) | private sealed class KeyImpl : Base method KeyImpl (line 1086) | public KeyImpl(IHostEnvironment env, DataViewSchema schema, TermMa... method AddMetadata (line 1092) | public override void AddMetadata(DataViewSchema.Annotations.Builde... method AddMetadataCore (line 1107) | private bool AddMetadataCore(DataViewType srcMetaType, Data... method WriteTextTerms (line 1173) | public override void WriteTextTerms(TextWriter writer) method WriteTextTermsCore (line 1188) | private bool WriteTextTermsCore(PrimitiveDataViewType srcMe... class Impl (line 1234) | private sealed class Impl : Base method Impl (line 1236) | public Impl(IHostEnvironment env, DataViewSchema schema, TermMap GetColumn(this IDataView data, string ... method GetColumn (line 34) | public static IEnumerable GetColumn(this IDataView data, DataVie... method GetColumnDirect (line 98) | private static IEnumerable GetColumnDirect(IDataView data, int col) method GetColumnConvert (line 116) | private static IEnumerable GetColumnConvert(IDataVi... method GetColumnArrayDirect (line 134) | private static IEnumerable GetColumnArrayDirect(IDataView data... method GetColumnArrayConvert (line 156) | private static IEnumerable GetColumnArrayConvert(... FILE: src/Microsoft.ML.Data/Utilities/ComponentCreation.cs class ComponentCreation (line 18) | [BestFriend] method Zip (line 29) | public static IDataView Zip(this IHostEnvironment env, IEnumerable(this IHostEnvironment env,... method CreateSaver (line 116) | public static IDataSaver CreateSaver(this IHostEnvironment env, string... method CreateTransform (line 125) | public static IDataTransform CreateTransform(this IHostEnvironm... method CreateTransform (line 136) | public static IDataTransform CreateTransform(this IHostEnvironment env... method CreateScorer (line 155) | public static IDataScorerTransform CreateScorer(this IHostEnvironment ... method CreateDefaultScorer (line 186) | public static IDataScorerTransform CreateDefaultScorer(this IHostEnvir... method CreateEvaluator (line 197) | public static IEvaluator CreateEvaluator(this IHostEnvironment env, st... method LoadPredictorOrNull (line 209) | public static IPredictor LoadPredictorOrNull(this IHostEnvironment env... method CreateTrainer (line 215) | public static ITrainer CreateTrainer(this IHostEnvironment env,... method CreateTrainer (line 222) | public static ITrainer CreateTrainer(this IHostEnvironment env, string... method CreateCore (line 228) | private static TRes CreateCore( method CreateCore (line 238) | private static TRes CreateCore( method CreateCore (line 249) | private static TRes CreateCore( method CreateCore (line 261) | private static TRes CreateCore(IHostEnvironment env... method CreateCore (line 269) | private static TRes CreateCore( method CreateCore (line 288) | private static TRes CreateCore(IHostEnvironment env... FILE: src/Microsoft.ML.Data/Utilities/LocalEnvironment.cs class LocalEnvironment (line 15) | internal sealed class LocalEnvironment : HostEnvironmentBase listener) method RemoveListener (line 63) | public void RemoveListener(Action list... method RegisterCore (line 66) | protected override IHost RegisterCore(HostEnvironmentBase CreatePipe(ChannelProvide... class Host (line 91) | private sealed class Host : HostBase method Host (line 93) | public Host(HostEnvironmentBase source, string sho... method CreateCommChannel (line 99) | protected override IChannel CreateCommChannel(ChannelProviderBase pa... method CreatePipe (line 107) | protected override IPipe CreatePipe(ChannelProvi... method RegisterCore (line 115) | protected override IHost RegisterCore(HostEnvironmentBase> LoadRoleMa... method LoadRoleMappingsOrNull (line 282) | public static IEnumerable> LoadRoleMa... method LoadRoleMappedSchemaOrNull (line 328) | public static RoleMappedSchema LoadRoleMappedSchemaOrNull(IHostEnviron... method LoadRoleMappedSchemaOrNull (line 342) | public static RoleMappedSchema LoadRoleMappedSchemaOrNull(IHostEnviron... class RepositoryStreamWrapper (line 358) | private sealed class RepositoryStreamWrapper : IMultiStreamSource method RepositoryStreamWrapper (line 364) | public RepositoryStreamWrapper(RepositoryReader repository, string d... method GetPathOrNull (line 377) | public string GetPathOrNull(int index) method Open (line 383) | public Stream Open(int index) method OpenTextReader (line 392) | public TextReader OpenTextReader(int index) { return new StreamReade... class EntryStream (line 398) | private sealed class EntryStream : Stream method EntryStream (line 455) | public EntryStream(Repository.Entry entry) method Flush (line 462) | public override void Flush() method Seek (line 468) | public override long Seek(long offset, SeekOrigin origin) method SetLength (line 474) | public override void SetLength(long value) method Read (line 480) | public override int Read(byte[] buffer, int offset, int count) method Write (line 486) | public override void Write(byte[] buffer, int offset, int count) method Dispose (line 492) | protected override void Dispose(bool disposing) method AssertValid (line 503) | [Conditional("DEBUG")] FILE: src/Microsoft.ML.Data/Utilities/SlotDropper.cs class SlotDropper (line 17) | [BestFriend] method SlotDropper (line 38) | public SlotDropper(int srcLength, int[] slotsMin, int[] slotsMax) method ComputeLength (line 57) | private int ComputeLength(int srcLength) method ComputeLengthReduction (line 68) | private int[] ComputeLengthReduction() method SubsetGetter (line 88) | public ValueGetter> SubsetGetter(ValueGetter>... method DropSlots (line 102) | public void DropSlots(ref VBuffer src, ref VBuffer dst) method GetPreservedSlots (line 220) | public IEnumerable GetPreservedSlots() FILE: src/Microsoft.ML.Data/Utilities/StreamUtils.cs class StreamUtils (line 15) | [BestFriend] method OpenInStream (line 18) | public static Stream OpenInStream(string fileName) method CreateWriter (line 27) | public static StreamWriter CreateWriter(string fileName) method ExpandWildCards (line 37) | public static string[] ExpandWildCards(string pattern) method Expand (line 61) | private static string[] Expand(string pattern) method ValidateBufferArguments (line 191) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method ReadAtLeastCore (line 211) | private static int ReadAtLeastCore(Stream stream, byte[] buffer, int o... method ReadExactly (line 263) | public static void ReadExactly(this Stream stream, byte[] buffer, int ... FILE: src/Microsoft.ML.Data/Utilities/TimerScope.cs class TimerScope (line 15) | [BestFriend] method TimerScope (line 23) | public TimerScope(IHost host, IChannel ch) method Dispose (line 32) | public void Dispose() FILE: src/Microsoft.ML.Data/Utilities/TypeParsingUtils.cs class TypeParsingUtils (line 16) | [BestFriend] method TryParseDataKind (line 27) | public static bool TryParseDataKind(string str, out InternalDataKind d... method ConstructKeyType (line 55) | public static KeyDataViewType ConstructKeyType(InternalDataKind? type,... class KeyCount (line 76) | public sealed class KeyCount method KeyCount (line 82) | public KeyCount() { } method KeyCount (line 87) | public KeyCount(ulong count) method Parse (line 101) | internal static KeyCount Parse(string str) method TryParse (line 111) | private bool TryParse(string str) method TryUnparse (line 149) | internal bool TryUnparse(StringBuilder sb) FILE: src/Microsoft.ML.Data/Utils/ApiUtils.cs class ApiUtils (line 20) | internal static class ApiUtils method GetAssignmentOpCode (line 34) | private static OpCode GetAssignmentOpCode(Type t, IEnumerable(InternalSchemaDefini... method GeneratePeek (line 89) | private static Delegate GeneratePeek(FieldInfo fie... method GeneratePeek (line 109) | private static Delegate GeneratePeek(PropertyInfo ... method GeneratePoke (line 136) | internal static Delegate GeneratePoke(InternalSchemaDefini... method GeneratePoke (line 156) | private static Delegate GeneratePoke(FieldInfo fie... method GeneratePoke (line 174) | private static Delegate GeneratePoke(PropertyInfo ... FILE: src/Microsoft.ML.Data/Utils/LossFunctions.cs type ISupportSdcaLoss (line 48) | public interface ISupportSdcaLoss : IScalarLoss method ComputeDualUpdateInvariant (line 56) | float ComputeDualUpdateInvariant(float scaledFeaturesNormSquared); method DualUpdate (line 64) | float DualUpdate(float output, float label, float dual, float invarian... method DualLoss (line 74) | Double DualLoss(float label, float dual); type ISupportSdcaClassificationLoss (line 77) | public interface ISupportSdcaClassificationLoss : ISupportSdcaLoss, ICla... type ISupportSdcaRegressionLoss (line 81) | public interface ISupportSdcaRegressionLoss : ISupportSdcaLoss, IRegress... type ISupportSdcaClassificationLossFactory (line 85) | [TlcModule.ComponentKind("SDCAClassificationLossFunction")] type ISupportSdcaRegressionLossFactory (line 91) | [TlcModule.ComponentKind("SDCARegressionLossFunction")] method CreateComponent (line 95) | new ISupportSdcaRegressionLoss CreateComponent(IHostEnvironment env); class LogLossFactory (line 98) | [TlcModule.Component(Name = "LogLoss", FriendlyName = "Log loss", Aliase... method CreateComponent (line 103) | public ISupportSdcaClassificationLoss CreateComponent(IHostEnvironment... method CreateComponent (line 105) | IClassificationLoss IComponentFactory.CreateCompo... class LogLoss (line 128) | public sealed class LogLoss : ISupportSdcaClassificationLoss method Loss (line 133) | public Double Loss(float output, float label) method Derivative (line 139) | public float Derivative(float output, float label) method ComputeDualUpdateInvariant (line 145) | public float ComputeDualUpdateInvariant(float scaledFeaturesNormSquared) method DualUpdate (line 154) | public float DualUpdate(float output, float label, float dual, float i... method DualLoss (line 164) | public Double DualLoss(float label, float dual) method Log (line 177) | private static Double Log(Double x) class HingeLoss (line 206) | public sealed class HingeLoss : ISupportSdcaClassificationLoss class Options (line 208) | [TlcModule.Component(Name = "HingeLoss", FriendlyName = "Hinge loss", ... method CreateComponent (line 215) | public ISupportSdcaClassificationLoss CreateComponent(IHostEnvironme... method CreateComponent (line 217) | IClassificationLoss IComponentFactory.CreateCom... method HingeLoss (line 224) | private HingeLoss(Options options) class Defaults (line 229) | private static class Defaults method HingeLoss (line 234) | public HingeLoss(float margin = Defaults.Margin) method Loss (line 239) | public Double Loss(float output, float label) method Derivative (line 246) | public float Derivative(float output, float label) method ComputeDualUpdateInvariant (line 252) | public float ComputeDualUpdateInvariant(float scaledFeaturesNormSquared) method DualUpdate (line 257) | public float DualUpdate(float output, float label, float alpha, float ... method DualLoss (line 265) | public Double DualLoss(float label, float dual) class SmoothedHingeLoss (line 305) | public sealed class SmoothedHingeLoss : ISupportSdcaClassificationLoss class Options (line 307) | [TlcModule.Component(Name = "SmoothedHingeLoss", FriendlyName = "Smoot... method CreateComponent (line 314) | public ISupportSdcaClassificationLoss CreateComponent(IHostEnvironme... method CreateComponent (line 316) | IClassificationLoss IComponentFactory.CreateCom... class Defaults (line 326) | private static class Defaults method SmoothedHingeLoss (line 335) | public SmoothedHingeLoss(float smoothingConstant = Defaults.SmoothingC... method SmoothedHingeLoss (line 343) | private SmoothedHingeLoss(IHostEnvironment env, Options options) method Loss (line 348) | public Double Loss(float output, float label) method Derivative (line 362) | public float Derivative(float output, float label) method ComputeDualUpdateInvariant (line 376) | public float ComputeDualUpdateInvariant(float scaledFeaturesNormSquared) method DualUpdate (line 381) | public float DualUpdate(float output, float label, float alpha, float ... method DualLoss (line 389) | public Double DualLoss(float label, float dual) class ExpLoss (line 422) | public sealed class ExpLoss : IClassificationLoss class Options (line 424) | [TlcModule.Component(Name = "ExpLoss", FriendlyName = "Exponential Los... method CreateComponent (line 430) | public IClassificationLoss CreateComponent(IHostEnvironment env) => ... method ExpLoss (line 437) | internal ExpLoss(Options options) method ExpLoss (line 442) | public ExpLoss(float beta = 1) method Loss (line 447) | public Double Loss(float output, float label) method Derivative (line 453) | public float Derivative(float output, float label) class SquaredLossFactory (line 461) | [TlcModule.Component(Name = "SquaredLoss", FriendlyName = "Squared Loss"... method CreateComponent (line 465) | public ISupportSdcaRegressionLoss CreateComponent(IHostEnvironment env... method CreateComponent (line 467) | IRegressionLoss IComponentFactory.CreateComponent(IHo... class SquaredLoss (line 485) | public sealed class SquaredLoss : ISupportSdcaRegressionLoss method Loss (line 489) | public Double Loss(float output, float label) method Derivative (line 495) | public float Derivative(float output, float label) method ComputeDualUpdateInvariant (line 501) | public float ComputeDualUpdateInvariant(float scaledFeaturesNormSquared) method DualUpdate (line 506) | public float DualUpdate(float output, float label, float dual, float i... method DualLoss (line 512) | public Double DualLoss(float label, float dual) class PoissonLossFactory (line 518) | [TlcModule.Component(Name = "PoissonLoss", FriendlyName = "Poisson Loss"... method CreateComponent (line 522) | public IRegressionLoss CreateComponent(IHostEnvironment env) => new Po... class PoissonLoss (line 538) | public sealed class PoissonLoss : IRegressionLoss method Loss (line 542) | public Double Loss(float output, float label) method Derivative (line 550) | public float Derivative(float output, float label) class TweedieLoss (line 577) | public sealed class TweedieLoss : IRegressionLoss class Options (line 579) | [TlcModule.Component(Name = "TweedieLoss", FriendlyName = "Tweedie Los... method CreateComponent (line 587) | public IRegressionLoss CreateComponent(IHostEnvironment env) => new ... method TweedieLoss (line 596) | private TweedieLoss(Options options) method TweedieLoss (line 609) | public TweedieLoss(double index = 1.5) method Clamp (line 617) | private static void Clamp(ref float val) method Loss (line 624) | public Double Loss(float output, float label) method Derivative (line 644) | public float Derivative(float output, float label) FILE: src/Microsoft.ML.Data/Utils/SequencePool.cs class SequencePool (line 17) | [BestFriend] method SequencePool (line 50) | public SequencePool() method SequencePool (line 63) | public SequencePool(BinaryReader reader) method Save (line 108) | public void Save(BinaryWriter writer) method AssertValid (line 126) | [Conditional("DEBUG")] method GetFirstIdInBucket (line 141) | private int GetFirstIdInBucket(uint hash) method GetBucketIndex (line 146) | private int GetBucketIndex(uint hash) method GetCore (line 152) | private int GetCore(uint[] sequence, int min, int lim, out uint hash) method TryAdd (line 198) | public bool TryAdd(uint[] sequence, int min, int lim, out int id) method Get (line 219) | public int Get(uint[] sequence, int min, int lim) method AddCore (line 230) | private void AddCore(uint[] sequence, int min, int lim, uint hash) method GrowTable (line 281) | private void GrowTable() method GetById (line 300) | public int GetById(int id, ref uint[] sequence) method UIntArrayToLeb128 (line 307) | private static void UIntArrayToLeb128(uint[] values, int min, int lim,... method TryDecodeOne (line 324) | private static bool TryDecodeOne(byte[] bytes, ref int ib, int ibLim, ... method Leb128ToUIntArray (line 345) | private static int Leb128ToUIntArray(byte[] bytes, int min, int lim, r... FILE: src/Microsoft.ML.DataView/Contracts.cs class Contracts (line 16) | internal static class Contracts method GetMsg (line 18) | private static string GetMsg(string msg, params object[] args) method Except (line 32) | public static Exception Except(string msg) method ExceptParam (line 35) | public static Exception ExceptParam(string paramName) method ExceptParam (line 37) | public static Exception ExceptParam(string paramName, string msg) method ExceptParam (line 39) | public static Exception ExceptParam(string paramName, string msg, para... method ExceptValue (line 42) | public static Exception ExceptValue(string paramName) method Check (line 45) | public static void Check(bool f, string msg) method CheckParam (line 51) | public static void CheckParam(bool f, string paramName) method CheckParam (line 56) | public static void CheckParam(bool f, string paramName, string msg) method CheckParam (line 61) | public static void CheckParam(bool f, string paramName, string msg, pa... method CheckValue (line 67) | public static void CheckValue(T val, string paramName) where T : class FILE: src/Microsoft.ML.DataView/DataViewRowId.cs type DataViewRowId (line 18) | public readonly struct DataViewRowId : IComparable, IEqua... method DataViewRowId (line 31) | public DataViewRowId(ulong low, ulong high) method ToString (line 37) | public override string ToString() method CompareTo (line 43) | public int CompareTo(DataViewRowId other) method Equals (line 49) | public bool Equals(DataViewRowId other) method Equals (line 54) | public override bool Equals(object obj) method GetHashCode (line 63) | public override int GetHashCode() method RotL (line 81) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method RotL (line 88) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method FMix (line 95) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method FinalMix (line 105) | private static void FinalMix(ref ulong h1, ref ulong h2, int len) method Fork (line 122) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Next (line 143) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Combine (line 165) | [MethodImpl(MethodImplOptions.AggressiveInlining)] FILE: src/Microsoft.ML.DataView/DataViewSchema.cs class DataViewSchema (line 18) | [DebuggerTypeProxy(typeof(SchemaDebuggerProxy))] method GetColumnOrNull (line 61) | public Column? GetColumnOrNull(string name) method GetEnumerator (line 69) | public IEnumerator GetEnumerator() => ((IEnumerable)_c... method GetEnumerator (line 71) | IEnumerator IEnumerable.GetEnumerator() => GetEnumerator(); method ToString (line 73) | public override string ToString() => $"{Count} columns"; type Column (line 78) | public struct Column method Column (line 105) | internal Column(string name, int index, bool isHidden, DataViewType ... method ToString (line 119) | public override string ToString() type DetachedColumn (line 130) | public struct DetachedColumn method DetachedColumn (line 148) | public DetachedColumn(string name, DataViewType type, Annotations an... method DetachedColumn (line 161) | public DetachedColumn(Column column) class Annotations (line 172) | [DebuggerTypeProxy(typeof(AnnotationsDebuggerProxy))] method Annotations (line 193) | internal Annotations(DataViewSchema schema, Delegate[] getters) method CheckGetter (line 211) | private void CheckGetter(Delegate getter) method GetGetter (line 221) | public ValueGetter GetGetter(DataViewSchema.Column c... method GetValue (line 237) | public void GetValue(string kind, ref TValue value) method ToString (line 245) | public override string ToString() => string.Join(", ", Schema.Select... method GetGetterInternal (line 247) | internal Delegate GetGetterInternal(int index) class Builder (line 256) | public sealed class Builder method Builder (line 260) | public Builder() method Add (line 271) | public void Add(Annotations annotations, Func selector) method Add (line 295) | public void Add(string name, DataViewType type, ValueGette... method Add (line 318) | public void Add(string name, DataViewType type, Delegate getter, A... method AddPrimitiveValue (line 338) | public void AddPrimitiveValue(string name, PrimitiveDataVi... method ToAnnotations (line 353) | public Annotations ToAnnotations() method AddDelegate (line 361) | private void AddDelegate(string name, DataViewType type, D... class Builder (line 378) | public sealed class Builder method Builder (line 385) | public Builder() method AddColumn (line 396) | public void AddColumn(string name, DataViewType type, Annotations an... method AddColumns (line 410) | public void AddColumns(IEnumerable source) method AddColumns (line 420) | public void AddColumns(IEnumerable source) method ToSchema (line 429) | public DataViewSchema ToSchema() method DataViewSchema (line 447) | private DataViewSchema(Column[] columns) FILE: src/Microsoft.ML.DataView/DataViewType.cs class DataViewType (line 19) | public abstract class DataViewType : IEquatable method DataViewType (line 24) | private protected DataViewType(Type rawType) method Equals (line 48) | public abstract bool Equals(DataViewType other); class StructuredDataViewType (line 63) | public abstract class StructuredDataViewType : DataViewType method StructuredDataViewType (line 65) | protected StructuredDataViewType(Type rawType) class PrimitiveDataViewType (line 75) | public abstract class PrimitiveDataViewType : DataViewType method PrimitiveDataViewType (line 77) | protected PrimitiveDataViewType(Type rawType) class TextDataViewType (line 89) | public sealed class TextDataViewType : PrimitiveDataViewType method TextDataViewType (line 105) | private TextDataViewType() method Equals (line 110) | public override bool Equals(DataViewType other) method ToString (line 118) | public override string ToString() => "String"; class NumberDataViewType (line 125) | public sealed class NumberDataViewType : PrimitiveDataViewType method NumberDataViewType (line 127) | private NumberDataViewType(Type rawType) method Equals (line 272) | public override bool Equals(DataViewType other) method ToString (line 280) | public override string ToString() => RawType.Name; class RowIdDataViewType (line 287) | public sealed class RowIdDataViewType : PrimitiveDataViewType method RowIdDataViewType (line 303) | private RowIdDataViewType() method Equals (line 308) | public override bool Equals(DataViewType other) method ToString (line 316) | public override string ToString() class BooleanDataViewType (line 326) | public sealed class BooleanDataViewType : PrimitiveDataViewType method BooleanDataViewType (line 342) | private BooleanDataViewType() method Equals (line 347) | public override bool Equals(DataViewType other) method ToString (line 355) | public override string ToString() class DateTimeDataViewType (line 365) | public sealed class DateTimeDataViewType : PrimitiveDataViewType method DateTimeDataViewType (line 381) | private DateTimeDataViewType() method Equals (line 386) | public override bool Equals(DataViewType other) method ToString (line 394) | public override string ToString() => "DateTime"; class DateTimeOffsetDataViewType (line 401) | public sealed class DateTimeOffsetDataViewType : PrimitiveDataViewType method DateTimeOffsetDataViewType (line 417) | private DateTimeOffsetDataViewType() method Equals (line 422) | public override bool Equals(DataViewType other) method ToString (line 430) | public override string ToString() => "DateTimeOffset"; class TimeSpanDataViewType (line 437) | public sealed class TimeSpanDataViewType : PrimitiveDataViewType method TimeSpanDataViewType (line 453) | private TimeSpanDataViewType() method Equals (line 458) | public override bool Equals(DataViewType other) method ToString (line 466) | public override string ToString() => "TimeSpan"; class DataViewTypeAttribute (line 475) | [AttributeUsage(AttributeTargets.Field | AttributeTargets.Property, Allo... method Register (line 481) | public abstract void Register(); method Equals (line 487) | public abstract bool Equals(DataViewTypeAttribute other); FILE: src/Microsoft.ML.DataView/Hashing.cs class Hashing (line 8) | internal static class Hashing method CombineHash (line 10) | public static uint CombineHash(uint u1, uint u2) method CombineHash (line 15) | public static int CombineHash(int n1, int n2) FILE: src/Microsoft.ML.DataView/IDataView.cs type IDataView (line 23) | public interface IDataView method GetRowCount (line 39) | long? GetRowCount(); method GetRowCursor (line 48) | DataViewRowCursor GetRowCursor(IEnumerable colu... method GetRowCursorSet (line 72) | DataViewRowCursor[] GetRowCursorSet(IEnumerable... class DataViewRow (line 89) | public abstract class DataViewRow : IDisposable method GetIdGetter (line 140) | public abstract ValueGetter GetIdGetter(); method IsColumnActive (line 145) | public abstract bool IsColumnActive(DataViewSchema.Column column); method GetGetter (line 154) | public abstract ValueGetter GetGetter(DataViewSchema.C... method Dispose (line 165) | public void Dispose() method Dispose (line 178) | protected virtual void Dispose(bool disposing) class DataViewRowCursor (line 192) | public abstract class DataViewRowCursor : DataViewRow method MoveNext (line 198) | public abstract bool MoveNext(); FILE: src/Microsoft.ML.DataView/KeyDataViewType.cs class KeyDataViewType (line 33) | public sealed class KeyDataViewType : PrimitiveDataViewType method KeyDataViewType (line 47) | public KeyDataViewType(Type type, ulong count) method KeyDataViewType (line 73) | public KeyDataViewType(Type type, int count) method IsValidDataType (line 84) | public static bool IsValidDataType(Type type) method GetMaxInt (line 89) | private static ulong GetMaxInt(Type type) method GetRawTypeName (line 103) | private string GetRawTypeName() method Equals (line 135) | public override bool Equals(DataViewType other) method Equals (line 156) | public override bool Equals(object other) method GetHashCode (line 163) | public override int GetHashCode() method ToString (line 172) | public override string ToString() FILE: src/Microsoft.ML.DataView/SchemaDebuggerProxy.cs class SchemaDebuggerProxy (line 15) | internal sealed class SchemaDebuggerProxy method SchemaDebuggerProxy (line 20) | public SchemaDebuggerProxy(DataViewSchema schema) class AnnotationsDebuggerProxy (line 29) | internal sealed class AnnotationsDebuggerProxy method AnnotationsDebuggerProxy (line 34) | public AnnotationsDebuggerProxy(DataViewSchema.Annotations annotations) method BuildValues (line 39) | private static List> BuildValues(DataView... method GetValue (line 51) | private static object GetValue(DataViewSchema.Annotations annotatio... FILE: src/Microsoft.ML.DataView/Utils.cs class Utils (line 11) | internal static class Utils method MarshalActionInvoke (line 13) | public static void MarshalActionInvoke(Action act, Type ... method MarshalActionInvoke (line 19) | public static void MarshalActionInvoke(Act... method MarshalInvoke (line 25) | public static TRet MarshalInvoke(Func(Type genAr... method MarshalActionInvokeCheckAndCreate (line 38) | private static MethodInfo MarshalActionInvokeCheckAndCreate(Type genAr... FILE: src/Microsoft.ML.DataView/VBuffer.cs type VBuffer (line 31) | public readonly struct VBuffer : IEnumerable method GetValues (line 65) | public ReadOnlySpan GetValues() => _values.AsSpan(0, _count); method GetIndices (line 80) | public ReadOnlySpan GetIndices() => IsDense ? default : _indices.... method VBuffer (line 115) | public VBuffer(int length, T[] values, int[] indices = null) method VBuffer (line 142) | public VBuffer(int length, int count, T[] values, int[] indices) method CopyToDense (line 176) | public void CopyToDense(ref VBuffer destination) method CopyTo (line 193) | public void CopyTo(ref VBuffer destination) method CopyTo (line 223) | public void CopyTo(ref VBuffer destination, int sourceIndex, int le... method CopyTo (line 271) | public void CopyTo(Span destination) method CopyTo (line 285) | public void CopyTo(Span destination, int destinationIndex, T defaul... method Copy (line 321) | public static void Copy(T[] source, int sourceIndex, ref VBuffer de... method Items (line 342) | public IEnumerable> Items(bool all = false) method DenseValues (line 350) | public IEnumerable DenseValues() method GetItemOrDefault (line 374) | public void GetItemOrDefault(int index, ref T destination) method GetItemOrDefault (line 393) | public T GetItemOrDefault(int index) method ToString (line 404) | public override string ToString() method GetEnumerator (line 410) | public IEnumerator GetEnumerator() method GetEditor (line 415) | internal VBufferEditor GetEditor() method GetEditor (line 420) | internal VBufferEditor GetEditor( method Items (line 471) | private static IEnumerable> Items(T[] values, int... method DenseValues (line 505) | private static IEnumerable DenseValues(T[] values, int[] indices, i... FILE: src/Microsoft.ML.DataView/VBufferEditor.cs class VBufferEditor (line 13) | public static class VBufferEditor method CreateFromBuffer (line 22) | public static VBufferEditor CreateFromBuffer( method Create (line 55) | public static VBufferEditor Create( method VBufferEditor (line 108) | internal VBufferEditor(int logicalLength, method Commit (line 134) | public VBuffer Commit() method CommitTruncated (line 157) | public VBuffer CommitTruncated(int physicalValuesCount) type VBufferEditor (line 82) | public readonly ref struct VBufferEditor method CreateFromBuffer (line 22) | public static VBufferEditor CreateFromBuffer( method Create (line 55) | public static VBufferEditor Create( method VBufferEditor (line 108) | internal VBufferEditor(int logicalLength, method Commit (line 134) | public VBuffer Commit() method CommitTruncated (line 157) | public VBuffer CommitTruncated(int physicalValuesCount) FILE: src/Microsoft.ML.DataView/VectorType.cs class VectorDataViewType (line 18) | public sealed class VectorDataViewType : StructuredDataViewType method VectorDataViewType (line 42) | public VectorDataViewType(PrimitiveDataViewType itemType, int size = 0) method VectorDataViewType (line 59) | public VectorDataViewType(PrimitiveDataViewType itemType, params int[]... method VectorDataViewType (line 77) | public VectorDataViewType(PrimitiveDataViewType itemType, ImmutableArr... method GetRawType (line 88) | private static Type GetRawType(PrimitiveDataViewType itemType) method ComputeSize (line 94) | private static int ComputeSize(ImmutableArray dims) method Equals (line 121) | public override bool Equals(DataViewType other) method Equals (line 141) | public override bool Equals(object other) method GetHashCode (line 146) | public override int GetHashCode() method ToString (line 155) | public override string ToString() FILE: src/Microsoft.ML.DnnAnalyzer/Microsoft.ML.DnnAnalyzer/DnnAnalyzer.cs class DnnAnalyzer (line 12) | public static class DnnAnalyzer method Main (line 14) | public static void Main(string[] args) method GetModelNodes (line 29) | private static IEnumerable<(string, string, DataViewType, string[])> G... FILE: src/Microsoft.ML.DnnImageFeaturizer.AlexNet/AlexNetExtension.cs class AlexNetExtension (line 18) | public static class AlexNetExtension method AlexNet (line 26) | public static EstimatorChain AlexNet(this Dn... method AlexNet (line 37) | public static EstimatorChain AlexNet(this Dn... FILE: src/Microsoft.ML.DnnImageFeaturizer.ResNet101/ResNet101Extension.cs class ResNet101Extension (line 18) | public static class ResNet101Extension method ResNet101 (line 26) | public static EstimatorChain ResNet101(this ... method ResNet101 (line 37) | public static EstimatorChain ResNet101(this ... FILE: src/Microsoft.ML.DnnImageFeaturizer.ResNet18/ResNet18Extension.cs class ResNet18Extension (line 18) | public static class ResNet18Extension method ResNet18 (line 26) | public static EstimatorChain ResNet18(this D... method ResNet18 (line 37) | public static EstimatorChain ResNet18(this D... FILE: src/Microsoft.ML.DnnImageFeaturizer.ResNet50/ResNet50Extension.cs class ResNet50Extension (line 18) | public static class ResNet50Extension method ResNet50 (line 26) | public static EstimatorChain ResNet50(this D... method ResNet50 (line 37) | public static EstimatorChain ResNet50(this D... FILE: src/Microsoft.ML.Ensemble/Batch.cs class Batch (line 10) | internal sealed class Batch method Batch (line 15) | public Batch(RoleMappedData trainData, RoleMappedData testData) FILE: src/Microsoft.ML.Ensemble/EnsembleUtils.cs class EnsembleUtils (line 13) | internal static class EnsembleUtils method SelectFeatures (line 18) | public static RoleMappedData SelectFeatures(IHost host, RoleMappedData... method SelectFeatures (line 47) | public static void SelectFeatures(in VBuffer src, BitArray inclu... FILE: src/Microsoft.ML.Ensemble/EntryPoints/CreateEnsemble.cs class EnsembleCreator (line 24) | internal static class EnsembleCreator type ClassifierCombiner (line 29) | public enum ClassifierCombiner type ScoreCombiner (line 39) | public enum ScoreCombiner class PipelineInputBase (line 45) | public abstract class PipelineInputBase class InputBase (line 51) | public abstract class InputBase class ClassifierInput (line 60) | public sealed class ClassifierInput : InputBase class PipelineClassifierInput (line 66) | public sealed class PipelineClassifierInput : PipelineInputBase class RegressionInput (line 72) | public sealed class RegressionInput : InputBase class PipelineRegressionInput (line 78) | public sealed class PipelineRegressionInput : PipelineInputBase class PipelineAnomalyInput (line 84) | public sealed class PipelineAnomalyInput : PipelineInputBase method GetPipeline (line 90) | private static void GetPipeline(IHostEnvironment env, InputBase input,... method CreateBinaryEnsemble (line 131) | [TlcModule.EntryPoint(Name = "Models.BinaryEnsemble", Desc = "Combine ... method CreateRegressionEnsemble (line 166) | [TlcModule.EntryPoint(Name = "Models.RegressionEnsemble", Desc = "Comb... method CreateBinaryPipelineEnsemble (line 198) | [TlcModule.EntryPoint(Name = "Models.BinaryPipelineEnsemble", Desc = "... method CreateRegressionPipelineEnsemble (line 225) | [TlcModule.EntryPoint(Name = "Models.RegressionPipelineEnsemble", Desc... method CreateMulticlassPipelineEnsemble (line 249) | [TlcModule.EntryPoint(Name = "Models.MultiClassPipelineEnsemble", Desc... method CreateAnomalyPipelineEnsemble (line 276) | [TlcModule.EntryPoint(Name = "Models.AnomalyPipelineEnsemble", Desc = ... method CreatePipelineEnsemble (line 300) | private static TOut CreatePipelineEnsemble(IHostEnvironment env,... method SerializeRoleMappedData (line 323) | internal static void SerializeRoleMappedData(IHostEnvironment env, ICh... method CheckSamePipeline (line 358) | internal static void CheckSamePipeline(IHostEnvironment env, IChannel ch, FILE: src/Microsoft.ML.Ensemble/EntryPoints/DiversityMeasure.cs class DisagreementDiversityFactory (line 15) | [TlcModule.Component(Name = DisagreementDiversityMeasure.LoadName, Frien... method CreateComponent (line 18) | public IBinaryDiversityMeasure CreateComponent(IHostEnvironment env) =... class RegressionDisagreementDiversityFactory (line 21) | [TlcModule.Component(Name = RegressionDisagreementDiversityMeasure.LoadN... method CreateComponent (line 24) | public IRegressionDiversityMeasure CreateComponent(IHostEnvironment en... class MultiDisagreementDiversityFactory (line 27) | [TlcModule.Component(Name = MultiDisagreementDiversityMeasure.LoadName, ... method CreateComponent (line 30) | public IMulticlassDiversityMeasure CreateComponent(IHostEnvironment en... FILE: src/Microsoft.ML.Ensemble/EntryPoints/Ensemble.cs class Ensemble (line 14) | internal static class Ensemble method CreateBinaryEnsemble (line 16) | [TlcModule.EntryPoint(Name = "Trainers.EnsembleBinaryClassifier", Desc... method CreateMulticlassEnsemble (line 29) | [TlcModule.EntryPoint(Name = "Trainers.EnsembleClassification", Desc =... method CreateRegressionEnsemble (line 42) | [TlcModule.EntryPoint(Name = "Trainers.EnsembleRegression", Desc = "Tr... FILE: src/Microsoft.ML.Ensemble/EntryPoints/FeatureSelector.cs class AllFeatureSelectorFactory (line 14) | [TlcModule.Component(Name = AllFeatureSelector.LoadName, FriendlyName = ... method CreateComponent (line 17) | IFeatureSelector IComponentFactory.CreateComponent(I... FILE: src/Microsoft.ML.Ensemble/EntryPoints/OutputCombiner.cs class AverageFactory (line 23) | [TlcModule.Component(Name = Average.LoadName, FriendlyName = Average.Use... method CreateComponent (line 26) | public IRegressionOutputCombiner CreateComponent(IHostEnvironment env)... method CreateComponent (line 28) | IBinaryOutputCombiner IComponentFactory.CreateC... class MedianFactory (line 31) | [TlcModule.Component(Name = Median.LoadName, FriendlyName = Median.UserN... method CreateComponent (line 34) | public IRegressionOutputCombiner CreateComponent(IHostEnvironment env)... method CreateComponent (line 36) | IBinaryOutputCombiner IComponentFactory.CreateC... class VotingFactory (line 39) | [TlcModule.Component(Name = Voting.LoadName, FriendlyName = Voting.UserN... method CreateComponent (line 42) | IBinaryOutputCombiner IComponentFactory.CreateC... class MultiVotingFactory (line 45) | [TlcModule.Component(Name = MultiVoting.LoadName, FriendlyName = Voting.... method CreateComponent (line 48) | public IMulticlassOutputCombiner CreateComponent(IHostEnvironment env)... FILE: src/Microsoft.ML.Ensemble/EntryPoints/PipelineEnsemble.cs class PipelineEnsemble (line 15) | internal static class PipelineEnsemble class SummaryOutput (line 17) | public sealed class SummaryOutput method Summarize (line 26) | [TlcModule.EntryPoint(Name = "Models.EnsembleSummary", Desc = "Summari... FILE: src/Microsoft.ML.Ensemble/EntryPoints/SubModelSelector.cs class AllSelectorFactory (line 20) | [TlcModule.Component(Name = AllSelector.LoadName, FriendlyName = AllSele... method CreateComponent (line 23) | IBinarySubModelSelector IComponentFactory.Cre... method CreateComponent (line 25) | IRegressionSubModelSelector IComponentFactory method FeatureSubsetModel (line 20) | public FeatureSubsetModel(IPredictorProducing predictor, BitA... FILE: src/Microsoft.ML.Ensemble/OutputCombiners/Average.cs class Average (line 15) | internal sealed class Average : BaseAverager, IRegressionOutputCombiner method GetVersionInfo (line 21) | private static VersionInfo GetVersionInfo() method Average (line 32) | public Average(IHostEnvironment env) method Average (line 37) | private Average(IHostEnvironment env, ModelLoadContext ctx) method Create (line 42) | public static Average Create(IHostEnvironment env, ModelLoadContext ctx) method SaveCore (line 50) | protected override void SaveCore(ModelSaveContext ctx) method GetCombiner (line 56) | public override Combiner GetCombiner() FILE: src/Microsoft.ML.Ensemble/OutputCombiners/BaseAverager.cs class BaseAverager (line 10) | internal abstract class BaseAverager : IBinaryOutputCombiner, ICanSaveModel method BaseAverager (line 13) | public BaseAverager(IHostEnvironment env, string name) method BaseAverager (line 20) | protected BaseAverager(IHostEnvironment env, string name, ModelLoadCon... method Save (line 33) | void ICanSaveModel.Save(ModelSaveContext ctx) method SaveCore (line 40) | protected virtual void SaveCore(ModelSaveContext ctx) method GetCombiner (line 47) | public abstract Combiner GetCombiner(); method CombineCore (line 49) | protected void CombineCore(ref Single dst, Single[] src, Single[] weig... FILE: src/Microsoft.ML.Ensemble/OutputCombiners/BaseMultiAverager.cs class BaseMultiAverager (line 13) | internal abstract class BaseMultiAverager : BaseMultiCombiner method BaseMultiAverager (line 15) | private protected BaseMultiAverager(IHostEnvironment env, string name,... method BaseMultiAverager (line 20) | protected BaseMultiAverager(IHostEnvironment env, string name, ModelLo... method CombineCore (line 25) | protected void CombineCore(ref VBuffer dst, VBuffer[] ... FILE: src/Microsoft.ML.Ensemble/OutputCombiners/BaseMultiCombiner.cs class BaseMultiCombiner (line 14) | internal abstract class BaseMultiCombiner : IMulticlassOutputCombiner, I... class OptionsBase (line 18) | public abstract class OptionsBase method BaseMultiCombiner (line 27) | internal BaseMultiCombiner(IHostEnvironment env, string name, OptionsB... method BaseMultiCombiner (line 37) | internal BaseMultiCombiner(IHostEnvironment env, string name, ModelLoa... method Save (line 52) | void ICanSaveModel.Save(ModelSaveContext ctx) method SaveCore (line 59) | protected virtual void SaveCore(ModelSaveContext ctx) method GetCombiner (line 68) | public abstract Combiner> GetCombiner(); method GetClassCount (line 70) | protected int GetClassCount(VBuffer[] values) method TryNormalize (line 81) | protected bool TryNormalize(VBuffer[] values) method GetNaNOutput (line 98) | protected void GetNaNOutput(ref VBuffer dst, int len) FILE: src/Microsoft.ML.Ensemble/OutputCombiners/BaseScalarStacking.cs class BaseScalarStacking (line 12) | internal abstract class BaseScalarStacking : BaseStacking method BaseScalarStacking (line 14) | internal BaseScalarStacking(IHostEnvironment env, string name, Argumen... method BaseScalarStacking (line 19) | internal BaseScalarStacking(IHostEnvironment env, string name, ModelLo... method FillFeatureBuffer (line 24) | protected override void FillFeatureBuffer(Single[] src, ref VBuffer : IStackingTrainer GetCombiner() method FillFeatureBuffer (line 109) | protected abstract void FillFeatureBuffer(TOutput[] src, ref VBuffer> models, RoleMapped... method CreateDataView (line 152) | private IDataView CreateDataView(IHostEnvironment env, IChannel ch, Ro... method CreateDataView (line 169) | private IDataView CreateDataView(IHostEnvironment env, IChannel ch,... FILE: src/Microsoft.ML.Ensemble/OutputCombiners/IOutputCombiner.cs type IOutputCombiner (line 20) | internal interface IOutputCombiner method GetCombiner (line 29) | Combiner GetCombiner(); type IOutputCombiner (line 27) | internal interface IOutputCombiner : IOutputCombiner method GetCombiner (line 29) | Combiner GetCombiner(); type IStackingTrainer (line 32) | internal interface IStackingTrainer method Train (line 34) | void Train(List> models, RoleMappedData da... type IRegressionOutputCombiner (line 38) | internal interface IRegressionOutputCombiner : IOutputCombiner type IBinaryOutputCombiner (line 42) | internal interface IBinaryOutputCombiner : IOutputCombiner type IMulticlassOutputCombiner (line 46) | internal interface IMulticlassOutputCombiner : IOutputCombiner GetCombiner() method CombineCore (line 78) | private void CombineCore(ref Single dst, Single[] src, Single[] weights) FILE: src/Microsoft.ML.Ensemble/OutputCombiners/MultiAverage.cs class MultiAverage (line 19) | internal sealed class MultiAverage : BaseMultiAverager method GetVersionInfo (line 24) | private static VersionInfo GetVersionInfo() class Options (line 35) | [TlcModule.Component(Name = LoadName, FriendlyName = Average.UserName)] method CreateComponent (line 38) | public IMulticlassOutputCombiner CreateComponent(IHostEnvironment en... method MultiAverage (line 41) | public MultiAverage(IHostEnvironment env, Options options) method MultiAverage (line 46) | private MultiAverage(IHostEnvironment env, ModelLoadContext ctx) method Create (line 51) | public static MultiAverage Create(IHostEnvironment env, ModelLoadConte... method SaveCore (line 59) | protected override void SaveCore(ModelSaveContext ctx) method GetCombiner (line 65) | public override Combiner> GetCombiner() FILE: src/Microsoft.ML.Ensemble/OutputCombiners/MultiMedian.cs class MultiMedian (line 22) | internal sealed class MultiMedian : BaseMultiCombiner method GetVersionInfo (line 27) | private static VersionInfo GetVersionInfo() class Options (line 38) | [TlcModule.Component(Name = LoadName, FriendlyName = Median.UserName)] method CreateComponent (line 41) | public IMulticlassOutputCombiner CreateComponent(IHostEnvironment en... method MultiMedian (line 44) | public MultiMedian(IHostEnvironment env, Options options) method MultiMedian (line 49) | private MultiMedian(IHostEnvironment env, ModelLoadContext ctx) method Create (line 54) | public static MultiMedian Create(IHostEnvironment env, ModelLoadContex... method SaveCore (line 62) | protected override void SaveCore(ModelSaveContext ctx) method GetCombiner (line 68) | public override Combiner> GetCombiner() FILE: src/Microsoft.ML.Ensemble/OutputCombiners/MultiStacking.cs class MultiStacking (line 24) | internal sealed class MultiStacking : BaseStacking>, IMu... method GetVersionInfo (line 29) | private static VersionInfo GetVersionInfo() class Arguments (line 41) | [TlcModule.Component(Name = LoadName, FriendlyName = Stacking.UserName)] method GetPredictorFactory (line 50) | internal override IComponentFactory GetPredictorFact... method CreateComponent (line 52) | public IMulticlassOutputCombiner CreateComponent(IHostEnvironment en... method MultiStacking (line 56) | public MultiStacking(IHostEnvironment env, Arguments args) method MultiStacking (line 61) | private MultiStacking(IHostEnvironment env, ModelLoadContext ctx) method Create (line 66) | public static MultiStacking Create(IHostEnvironment env, ModelLoadCont... method SaveCore (line 74) | protected override void SaveCore(ModelSaveContext ctx) method FillFeatureBuffer (line 80) | protected override void FillFeatureBuffer(VBuffer[] src, ref V... FILE: src/Microsoft.ML.Ensemble/OutputCombiners/MultiVoting.cs class MultiVoting (line 20) | internal sealed class MultiVoting : BaseMultiCombiner method GetVersionInfo (line 25) | private static VersionInfo GetVersionInfo() class Arguments (line 36) | private sealed class Arguments : OptionsBase method MultiVoting (line 40) | public MultiVoting(IHostEnvironment env) method MultiVoting (line 46) | private MultiVoting(IHostEnvironment env, ModelLoadContext ctx) method Create (line 52) | public static MultiVoting Create(IHostEnvironment env, ModelLoadContex... method SaveCore (line 60) | protected override void SaveCore(ModelSaveContext ctx) method GetCombiner (line 67) | public override Combiner> GetCombiner() method CombineCore (line 72) | private void CombineCore(ref VBuffer dst, VBuffer[] sr... FILE: src/Microsoft.ML.Ensemble/OutputCombiners/MultiWeightedAverage.cs class MultiWeightedAverage (line 25) | internal sealed class MultiWeightedAverage : BaseMultiAverager, IWeighte... method GetVersionInfo (line 31) | private static VersionInfo GetVersionInfo() class Options (line 42) | [TlcModule.Component(Name = LoadName, FriendlyName = UserName)] method CreateComponent (line 45) | IMulticlassOutputCombiner IComponentFactory> GetCombiner() type MultiWeightageKind (line 98) | internal enum MultiWeightageKind FILE: src/Microsoft.ML.Ensemble/OutputCombiners/RegressionStacking.cs class RegressionStacking (line 22) | internal sealed class RegressionStacking : BaseScalarStacking, IRegressi... method GetVersionInfo (line 27) | private static VersionInfo GetVersionInfo() class Arguments (line 39) | [TlcModule.Component(Name = LoadName, FriendlyName = Stacking.UserName)] method GetPredictorFactory (line 48) | internal override IComponentFactory GetPredictorFact... method CreateComponent (line 50) | public IRegressionOutputCombiner CreateComponent(IHostEnvironment en... method RegressionStacking (line 54) | public RegressionStacking(IHostEnvironment env, Arguments args) method RegressionStacking (line 59) | private RegressionStacking(IHostEnvironment env, ModelLoadContext ctx) method Create (line 64) | public static RegressionStacking Create(IHostEnvironment env, ModelLoa... method SaveCore (line 72) | protected override void SaveCore(ModelSaveContext ctx) FILE: src/Microsoft.ML.Ensemble/OutputCombiners/Stacking.cs class Stacking (line 20) | internal sealed class Stacking : BaseScalarStacking, IBinaryOutputCombiner method GetVersionInfo (line 26) | private static VersionInfo GetVersionInfo() class Arguments (line 38) | [TlcModule.Component(Name = LoadName, FriendlyName = UserName)] method GetPredictorFactory (line 47) | internal override IComponentFactory GetPredictorFact... method CreateComponent (line 49) | public IBinaryOutputCombiner CreateComponent(IHostEnvironment env) =... method Stacking (line 53) | public Stacking(IHostEnvironment env, Arguments args) method Stacking (line 58) | private Stacking(IHostEnvironment env, ModelLoadContext ctx) method Create (line 63) | public static Stacking Create(IHostEnvironment env, ModelLoadContext ctx) method SaveCore (line 71) | protected override void SaveCore(ModelSaveContext ctx) FILE: src/Microsoft.ML.Ensemble/OutputCombiners/Voting.cs class Voting (line 16) | internal sealed class Voting : IBinaryOutputCombiner, ICanSaveModel method GetVersionInfo (line 23) | private static VersionInfo GetVersionInfo() method Voting (line 34) | public Voting(IHostEnvironment env) method Voting (line 40) | private Voting(IHostEnvironment env, ModelLoadContext ctx) method Create (line 52) | public static Voting Create(IHostEnvironment env, ModelLoadContext ctx) method Save (line 60) | void ICanSaveModel.Save(ModelSaveContext ctx) method GetCombiner (line 71) | public Combiner GetCombiner() method CombineCore (line 76) | private void CombineCore(ref Single dst, Single[] src, Single[] weights) FILE: src/Microsoft.ML.Ensemble/OutputCombiners/WeightedAverage.cs class WeightedAverage (line 22) | internal sealed class WeightedAverage : BaseAverager, IWeightedAverager method GetVersionInfo (line 28) | private static VersionInfo GetVersionInfo() class Options (line 39) | [TlcModule.Component(Name = LoadName, FriendlyName = UserName)] method CreateComponent (line 46) | public IBinaryOutputCombiner CreateComponent(IHostEnvironment env) =... method WeightedAverage (line 53) | public WeightedAverage(IHostEnvironment env, Options options) method WeightedAverage (line 60) | private WeightedAverage(IHostEnvironment env, ModelLoadContext ctx) method Create (line 69) | public static WeightedAverage Create(IHostEnvironment env, ModelLoadCo... method SaveCore (line 77) | protected override void SaveCore(ModelSaveContext ctx) method GetCombiner (line 89) | public override Combiner GetCombiner() type WeightageKind (line 96) | internal enum WeightageKind FILE: src/Microsoft.ML.Ensemble/PipelineEnsemble.cs class SchemaBindablePipelineEnsembleBase (line 29) | internal abstract class SchemaBindablePipelineEnsembleBase : ICanGetTrai... class BoundBase (line 32) | private abstract class BoundBase : ISchemaBoundRowMapper method BoundBase (line 46) | public BoundBase(SchemaBindablePipelineEnsembleBase parent, RoleMapp... method GetDependenciesForNewColumns (line 95) | IEnumerable ISchemaBoundRowMapper.GetDependen... method GetInputColumnRoles (line 103) | public IEnumerable... method GetRow (line 108) | DataViewRow ISchemaBoundRowMapper.GetRow(DataViewRow input, IEnumera... method CreateScoreGetter (line 114) | internal abstract Delegate CreateScoreGetter(DataViewRow input, out ... class SchemaBindablePipelineEnsemble (line 118) | private abstract class SchemaBindablePipelineEnsemble : SchemaBinda... class Bound (line 120) | protected sealed class Bound : BoundBase method Bound (line 124) | public Bound(SchemaBindablePipelineEnsemble parent, RoleMappedS... method CreateScoreGetter (line 130) | internal override Delegate CreateScoreGetter(DataViewRow input, ou... method GetLabelGetter (line 162) | public ValueGetter GetLabelGetter(DataViewRow input, int i... method GetWeightGetter (line 174) | public ValueGetter GetWeightGetter(DataViewRow input, int ... method SchemaBindablePipelineEnsemble (line 197) | protected SchemaBindablePipelineEnsemble(IHostEnvironment env, Predi... method SchemaBindablePipelineEnsemble (line 204) | protected SchemaBindablePipelineEnsemble(IHostEnvironment env, Model... method SaveCore (line 214) | protected override void SaveCore(ModelSaveContext ctx) method BindCore (line 225) | private protected override ISchemaBoundMapper BindCore(IHostEnvironm... class ImplOne (line 232) | private sealed class ImplOne : SchemaBindablePipelineEnsemble method ImplOne (line 248) | public ImplOne(IHostEnvironment env, PredictorModel[] predictors, IR... method ImplOne (line 253) | public ImplOne(IHostEnvironment env, ModelLoadContext ctx, string sc... class ImplVec (line 260) | private sealed class ImplVec : SchemaBindablePipelineEnsemble(IHostEnvironment env, Pr... method AreEqual (line 679) | private static bool AreEqual(in VBuffer v1, in VBuffer v2) method GetSummaryInKeyValuePairs (line 701) | IList> ICanGetSummaryInKeyValuePairs.GetS... method GetLabelNamesOrNull (line 756) | string[] ICanGetTrainingLabelNames.GetLabelNamesOrNull(out DataViewTyp... FILE: src/Microsoft.ML.Ensemble/Selector/DiversityMeasure/BaseDisagreementDiversityMeasure.cs class BaseDisagreementDiversityMeasure (line 12) | internal abstract class BaseDisagreementDiversityMeasure : IDiv... method CalculateDiversityMeasure (line 14) | public List> CalculateDiversityMeasure(I... method GetDifference (line 44) | protected abstract Single GetDifference(in TOutput tOutput1, in TOutpu... FILE: src/Microsoft.ML.Ensemble/Selector/DiversityMeasure/DisagreementDiversityMeasure.cs class DisagreementDiversityMeasure (line 14) | internal sealed class DisagreementDiversityMeasure : BaseDisagreementDiv... method GetDifference (line 19) | protected override Single GetDifference(in Single valueX, in Single va... FILE: src/Microsoft.ML.Ensemble/Selector/DiversityMeasure/ModelDiversityMetric.cs class ModelDiversityMetric (line 9) | internal sealed class ModelDiversityMetric FILE: src/Microsoft.ML.Ensemble/Selector/DiversityMeasure/MultiDisagreementDiversityMeasure.cs class MultiDisagreementDiversityMeasure (line 16) | internal sealed class MultiDisagreementDiversityMeasure : BaseDisagreeme... method GetDifference (line 20) | protected override Single GetDifference(in VBuffer valueX, in ... FILE: src/Microsoft.ML.Ensemble/Selector/DiversityMeasure/RegressionDisagreementDiversityMeasure.cs class RegressionDisagreementDiversityMeasure (line 14) | internal sealed class RegressionDisagreementDiversityMeasure : BaseDisag... method GetDifference (line 18) | protected override Single GetDifference(in Single valueX, in Single va... FILE: src/Microsoft.ML.Ensemble/Selector/FeatureSelector/AllFeatureSelector.cs class AllFeatureSelector (line 16) | internal sealed class AllFeatureSelector : IFeatureSelector method AllFeatureSelector (line 21) | public AllFeatureSelector(IHostEnvironment env) method SelectFeatures (line 25) | public Subset SelectFeatures(RoleMappedData data, Random rand) FILE: src/Microsoft.ML.Ensemble/Selector/FeatureSelector/RandomFeatureSelector.cs class RandomFeatureSelector (line 19) | internal class RandomFeatureSelector : IFeatureSelector class Arguments (line 24) | [TlcModule.Component(Name = LoadName, FriendlyName = UserName)] method CreateComponent (line 30) | public IFeatureSelector CreateComponent(IHostEnvironment env) => new... method RandomFeatureSelector (line 36) | public RandomFeatureSelector(IHostEnvironment env, Arguments args) method SelectFeatures (line 47) | public Subset SelectFeatures(RoleMappedData data, Random rand) FILE: src/Microsoft.ML.Ensemble/Selector/IDiversityMeasure.cs type IDiversityMeasure (line 14) | internal interface IDiversityMeasure method CalculateDiversityMeasure (line 16) | List> CalculateDiversityMeasure(IList type IRegressionDiversityMeasure (line 24) | internal interface IRegressionDiversityMeasure : IDiversityMeasure type IMulticlassDiversityMeasure (line 26) | internal interface IMulticlassDiversityMeasure : IDiversityMeasure method Prune (line 15) | IList> Prune(IList model, ISubsetSelect... type IRegressionSubModelSelector (line 23) | internal interface IRegressionSubModelSelector : ISubModelSelector type IBinarySubModelSelector (line 27) | internal interface IBinarySubModelSelector : ISubModelSelector type IMulticlassSubModelSelector (line 31) | internal interface IMulticlassSubModelSelector : ISubModelSelector GetBatches(Random rand); method GetSubsets (line 17) | IEnumerable GetSubsets(Batch batch, Random rand); method GetTestData (line 18) | RoleMappedData GetTestData(Subset subset, Batch batch); type ISupportSubsetSelectorFactory (line 23) | [TlcModule.ComponentKind("EnsembleSubsetSelector")] FILE: src/Microsoft.ML.Ensemble/Selector/SubModelSelector/AllSelector.cs class AllSelector (line 14) | internal sealed class AllSelector : BaseSubModelSelector, IBinar... method AllSelector (line 23) | public AllSelector(IHostEnvironment env) FILE: src/Microsoft.ML.Ensemble/Selector/SubModelSelector/AllSelectorMulticlass.cs class AllSelectorMulticlass (line 16) | internal sealed class AllSelectorMulticlass : BaseSubModelSelector : SubModelD... method BaseBestPerformanceSelector (line 20) | protected BaseBestPerformanceSelector(ArgumentsBase args, IHostEnviron... method CalculateMetrics (line 25) | public override void CalculateMetrics(FeatureSubsetModel model, method Prune (line 31) | public override IList> Prune(IList x, FeatureSubsetModel... FILE: src/Microsoft.ML.Ensemble/Selector/SubModelSelector/BaseDiverseSelector.cs class BaseDiverseSelector (line 14) | internal abstract class BaseDiverseSelector :... class DiverseSelectorArguments (line 17) | public abstract class DiverseSelectorArguments : ArgumentsBase method BaseDiverseSelector (line 24) | private protected BaseDiverseSelector(IHostEnvironment env, DiverseSel... method CreateDiversityMetric (line 32) | protected IDiversityMeasure CreateDiversityMetric() method CalculateMetrics (line 37) | public override void CalculateMetrics(FeatureSubsetModel model, method Prune (line 69) | public override IList> Prune(IList> CalculateDiversity... class ModelDiversityComparer (line 118) | public class ModelDiversityComparer : IComparer x, ModelDiversityMe... FILE: src/Microsoft.ML.Ensemble/Selector/SubModelSelector/BaseSubModelSelector.cs class BaseSubModelSelector (line 13) | internal abstract class BaseSubModelSelector : ISubModelSelecto... method BaseSubModelSelector (line 21) | protected BaseSubModelSelector(IHostEnvironment env, string name) method Print (line 28) | protected void Print(IChannel ch, IList> m... method Prune (line 52) | public virtual IList> Prune(IList model, method GetColumnRoles (line 102) | private IEnumerable>... FILE: src/Microsoft.ML.Ensemble/Selector/SubModelSelector/BestDiverseSelectorBinary.cs class BestDiverseSelectorBinary (line 20) | internal sealed class BestDiverseSelectorBinary : BaseDiverseSelector> CalculateDiversityM... FILE: src/Microsoft.ML.Ensemble/Selector/SubModelSelector/BestDiverseSelectorMulticlass.cs class BestDiverseSelectorMulticlass (line 21) | internal sealed class BestDiverseSelectorMulticlass : BaseDiverseSelecto... class Arguments (line 26) | [TlcModule.Component(Name = LoadName, FriendlyName = UserName)] method CreateComponent (line 32) | public IMulticlassSubModelSelector CreateComponent(IHostEnvironment ... method BestDiverseSelectorMulticlass (line 35) | public BestDiverseSelectorMulticlass(IHostEnvironment env, Arguments a... method CalculateDiversityMeasure (line 42) | public override List>> CalculateD... FILE: src/Microsoft.ML.Ensemble/Selector/SubModelSelector/BestDiverseSelectorRegression.cs class BestDiverseSelectorRegression (line 20) | internal sealed class BestDiverseSelectorRegression : BaseDiverseSelecto... class Arguments (line 25) | [TlcModule.Component(Name = LoadName, FriendlyName = UserName)] method CreateComponent (line 31) | public IRegressionSubModelSelector CreateComponent(IHostEnvironment ... method BestDiverseSelectorRegression (line 34) | public BestDiverseSelectorRegression(IHostEnvironment env, Arguments a... method CalculateDiversityMeasure (line 39) | public override List> CalculateDiversityM... FILE: src/Microsoft.ML.Ensemble/Selector/SubModelSelector/BestPerformanceRegressionSelector.cs class BestPerformanceRegressionSelector (line 19) | internal sealed class BestPerformanceRegressionSelector : BaseBestPerfor... class Arguments (line 21) | [TlcModule.Component(Name = LoadName, FriendlyName = UserName)] method CreateComponent (line 28) | public IRegressionSubModelSelector CreateComponent(IHostEnvironment ... method BestPerformanceRegressionSelector (line 38) | public BestPerformanceRegressionSelector(IHostEnvironment env, Argumen... FILE: src/Microsoft.ML.Ensemble/Selector/SubModelSelector/BestPerformanceSelector.cs class BestPerformanceSelector (line 19) | internal sealed class BestPerformanceSelector : BaseBestPerformanceSelec... class Arguments (line 21) | [TlcModule.Component(Name = LoadName, FriendlyName = UserName)] method CreateComponent (line 28) | public IBinarySubModelSelector CreateComponent(IHostEnvironment env)... method BestPerformanceSelector (line 37) | public BestPerformanceSelector(IHostEnvironment env, Arguments args) FILE: src/Microsoft.ML.Ensemble/Selector/SubModelSelector/BestPerformanceSelectorMulticlass.cs class BestPerformanceSelectorMulticlass (line 19) | internal sealed class BestPerformanceSelectorMulticlass : BaseBestPerfor... class Arguments (line 21) | [TlcModule.Component(Name = LoadName, FriendlyName = UserName)] method CreateComponent (line 28) | IMulticlassSubModelSelector IComponentFactory : BaseSubModelSele... class ArgumentsBase (line 14) | public abstract class ArgumentsBase method SubModelDataSelector (line 31) | protected SubModelDataSelector(ArgumentsBase args, IHostEnvironment en... FILE: src/Microsoft.ML.Ensemble/Selector/SubsetSelector/AllInstanceSelector.cs class AllInstanceSelector (line 20) | internal sealed class AllInstanceSelector : BaseSubsetSelector new ... method AllInstanceSelector (line 31) | public AllInstanceSelector(IHostEnvironment env, Arguments args) method GetSubsets (line 36) | public override IEnumerable GetSubsets(Batch batch, Random rand) FILE: src/Microsoft.ML.Ensemble/Selector/SubsetSelector/BaseSubsetSelector.cs class BaseSubsetSelector (line 14) | internal abstract class BaseSubsetSelector : ISubsetSelector class ArgumentsBase (line 17) | public abstract class ArgumentsBase method BaseSubsetSelector (line 32) | protected BaseSubsetSelector(TOptions options, IHostEnvironment env, s... method Initialize (line 43) | public void Initialize(RoleMappedData data, int size, int batchSize, S... method GetSubsets (line 55) | public abstract IEnumerable GetSubsets(Batch batch, Random rand); method GetBatches (line 57) | public IEnumerable GetBatches(Random rand) method GetTestData (line 94) | public virtual RoleMappedData GetTestData(Subset subset, Batch batch) FILE: src/Microsoft.ML.Ensemble/Selector/SubsetSelector/BootstrapSelector.cs class BootstrapSelector (line 22) | internal sealed class BootstrapSelector : BaseSubsetSelector new ... method BootstrapSelector (line 41) | public BootstrapSelector(IHostEnvironment env, Arguments args) method GetSubsets (line 46) | public override IEnumerable GetSubsets(Batch batch, Random rand) FILE: src/Microsoft.ML.Ensemble/Selector/SubsetSelector/RandomPartitionSelector.cs class RandomPartitionSelector (line 22) | internal sealed class RandomPartitionSelector : BaseSubsetSelector new ... method RandomPartitionSelector (line 33) | public RandomPartitionSelector(IHostEnvironment env, Arguments args) method GetSubsets (line 38) | public override IEnumerable GetSubsets(Batch batch, Random rand) FILE: src/Microsoft.ML.Ensemble/Subset.cs class Subset (line 11) | internal sealed class Subset method Subset (line 16) | public Subset(RoleMappedData data, BitArray features = null) FILE: src/Microsoft.ML.Ensemble/Trainer/Binary/EnsembleTrainer.cs class EnsembleTrainer (line 31) | internal sealed class EnsembleTrainer : EnsembleTrainerBase[] GetPredictorFa... method Arguments (line 56) | public Arguments() method EnsembleTrainer (line 67) | public EnsembleTrainer(IHostEnvironment env, Arguments args) method EnsembleTrainer (line 75) | private EnsembleTrainer(IHostEnvironment env, Arguments args, Predicti... method CreatePredictor (line 83) | private protected override IPredictor CreatePredictor(List models) FILE: src/Microsoft.ML.Ensemble/Trainer/EnsembleDistributionModelParameters.cs class EnsembleDistributionModelParameters (line 23) | internal sealed class EnsembleDistributionModelParameters : EnsembleMode... method GetVersionInfo (line 30) | private static VersionInfo GetVersionInfo() method EnsembleDistributionModelParameters (line 63) | internal EnsembleDistributionModelParameters(IHostEnvironment env, Pre... method EnsembleDistributionModelParameters (line 73) | private EnsembleDistributionModelParameters(IHostEnvironment env, Mode... method InitializeMappers (line 82) | private VectorDataViewType InitializeMappers(out IValueMapperDist[] ma... method IsValid (line 105) | private bool IsValid(IValueMapperDist mapper, out VectorDataViewType i... method Create (line 122) | internal static EnsembleDistributionModelParameters Create(IHostEnviro... method SaveCore (line 130) | private protected override void SaveCore(ModelSaveContext ctx) method GetMapper (line 140) | ValueMapper IValueMapper.GetMapper() method GetMapper (line 176) | ValueMapper IValueMapperDist.GetMapper, Single, Single>[] GetMaps() method ComputeAveragedWeights (line 224) | private void ComputeAveragedWeights(out Single[] averagedWeights) FILE: src/Microsoft.ML.Ensemble/Trainer/EnsembleModelParameters.cs class EnsembleModelParameters (line 23) | internal sealed class EnsembleModelParameters : EnsembleModelParametersB... method GetVersionInfo (line 29) | private static VersionInfo GetVersionInfo() method EnsembleModelParameters (line 57) | internal EnsembleModelParameters(IHostEnvironment env, PredictionKind ... method EnsembleModelParameters (line 65) | private EnsembleModelParameters(IHostEnvironment env, ModelLoadContext... method InitializeMappers (line 72) | private VectorDataViewType InitializeMappers(out IValueMapper[] mappers) method IsValid (line 96) | private bool IsValid(IValueMapper mapper, out VectorDataViewType input... method Create (line 112) | internal static EnsembleModelParameters Create(IHostEnvironment env, M... method SaveCore (line 120) | private protected override void SaveCore(ModelSaveContext ctx) method GetMapper (line 130) | ValueMapper IValueMapper.GetMapper() FILE: src/Microsoft.ML.Ensemble/Trainer/EnsembleModelParametersBase.cs class EnsembleModelParametersBase (line 16) | internal abstract class EnsembleModelParametersBase : ModelPara... method EnsembleModelParametersBase (line 27) | private protected EnsembleModelParametersBase(IHostEnvironment env, st... method EnsembleModelParametersBase (line 40) | private protected EnsembleModelParametersBase(IHostEnvironment env, st... method SaveCore (line 88) | private protected override void SaveCore(ModelSaveContext ctx) method SaveAsText (line 130) | void ICanSaveInTextFormat.SaveAsText(TextWriter writer, RoleMappedSche... method SaveSummary (line 146) | void ICanSaveSummary.SaveSummary(TextWriter writer, RoleMappedSchema s... FILE: src/Microsoft.ML.Ensemble/Trainer/EnsembleTrainerBase.cs class EnsembleTrainerBase (line 20) | internal abstract class EnsembleTrainerBase.Train(TrainContext context) method Train (line 118) | IPredictor ITrainer.Train(TrainContext context) method TrainCore (line 121) | private IPredictor TrainCore(IChannel ch, RoleMappedData data) method CreatePredictor (line 193) | private protected abstract IPredictor CreatePredictor(List[] CreateModels... FILE: src/Microsoft.ML.Ensemble/Trainer/Multiclass/EnsembleMulticlassModelParameters.cs class EnsembleMulticlassModelParameters (line 17) | internal sealed class EnsembleMulticlassModelParameters : EnsembleModelP... method GetVersionInfo (line 23) | private static VersionInfo GetVersionInfo() method EnsembleMulticlassModelParameters (line 50) | internal EnsembleMulticlassModelParameters(IHostEnvironment env, Featu... method EnsembleMulticlassModelParameters (line 57) | private EnsembleMulticlassModelParameters(IHostEnvironment env, ModelL... method InitializeMappers (line 63) | private void InitializeMappers(out IValueMapper[] mappers, out VectorD... method Create (line 94) | internal static EnsembleMulticlassModelParameters Create(IHostEnvironm... method SaveCore (line 102) | private protected override void SaveCore(ModelSaveContext ctx) method GetMapper (line 110) | ValueMapper IValueMapper.GetMapper() method IsValid (line 155) | private bool IsValid(IValueMapper mapper, out VectorDataViewType input... FILE: src/Microsoft.ML.Ensemble/Trainer/Multiclass/MulticlassDataPartitionEnsembleTrainer.cs class MulticlassDataPartitionEnsembleTrainer (line 32) | internal sealed class MulticlassDataPartitionEnsembleTrainer : class Arguments (line 41) | public sealed class Arguments : ArgumentsBase method GetPredictorFactories (line 55) | internal override IComponentFactory[] GetPredictorFa... method Arguments (line 57) | public Arguments() method MulticlassDataPartitionEnsembleTrainer (line 74) | public MulticlassDataPartitionEnsembleTrainer(IHostEnvironment env, Ar... method MulticlassDataPartitionEnsembleTrainer (line 82) | private MulticlassDataPartitionEnsembleTrainer(IHostEnvironment env, A... method CreatePredictor (line 90) | private protected override IPredictor CreatePredictor(List models) FILE: src/Microsoft.ML.Ensemble/Trainer/Regression/RegressionEnsembleTrainer.cs class RegressionEnsembleTrainer (line 28) | internal sealed class RegressionEnsembleTrainer : EnsembleTrainerBase[] GetPredictorFa... method Arguments (line 51) | public Arguments() method RegressionEnsembleTrainer (line 62) | public RegressionEnsembleTrainer(IHostEnvironment env, Arguments args) method RegressionEnsembleTrainer (line 70) | private RegressionEnsembleTrainer(IHostEnvironment env, Arguments args... method CreatePredictor (line 78) | private protected override IPredictor CreatePredictor(List models) FILE: src/Microsoft.ML.EntryPoints/CVSplit.cs class CVSplit (line 20) | internal static class CVSplit class Input (line 22) | public sealed class Input class Output (line 34) | public sealed class Output method Split (line 46) | [TlcModule.EntryPoint(Name = "Models.CrossValidatorDatasetSplitter", D... FILE: src/Microsoft.ML.EntryPoints/CrossValidationMacro.cs class CrossValidationMacro (line 24) | internal static class CrossValidationMacro class SubGraphInput (line 26) | public sealed class SubGraphInput class SubGraphOutput (line 32) | public sealed class SubGraphOutput class Arguments (line 38) | public sealed class Arguments class Output (line 95) | public sealed class Output class CombineMetricsInput (line 114) | public sealed class CombineMetricsInput class CombinedOutput (line 144) | public sealed class CombinedOutput method CrossValidate (line 159) | [TlcModule.EntryPoint(Desc = "Cross validation for general learning", ... method CombineMetrics (line 359) | [TlcModule.EntryPoint(Desc = "Combine the metric data views returned f... method GetEvaluator (line 422) | private static IMamlEvaluator GetEvaluator(IHostEnvironment env, Macro... FILE: src/Microsoft.ML.EntryPoints/DataViewReference.cs class DataViewReference (line 14) | internal static class DataViewReference class Input (line 16) | public sealed class Input class Output (line 22) | public sealed class Output method ImportData (line 28) | [TlcModule.EntryPoint(Name = "Data.DataViewReference", Desc = "Pass da... FILE: src/Microsoft.ML.EntryPoints/FeatureCombiner.cs class FeatureCombiner (line 21) | internal static class FeatureCombiner class FeatureCombinerInput (line 23) | public sealed class FeatureCombinerInput : TransformInputBase method GetRoles (line 28) | internal IEnumerable ctx.CancelEx... FILE: src/Microsoft.ML.Experimental/OneToOneTransformerBaseExtensions.cs class OneToOneTransformerBaseExtensions (line 10) | public static class OneToOneTransformerBaseExtensions method GetColumnPairs (line 15) | public static IReadOnlyList GetColumnPairs(this... FILE: src/Microsoft.ML.Fairlearn/AutoML/AutoMLExperimentExtension.cs class GridLimit (line 20) | internal class GridLimit class AutoMLExperimentExtension (line 27) | public static class AutoMLExperimentExtension method SetBinaryClassificationMoment (line 29) | public static AutoMLExperiment SetBinaryClassificationMoment(this Auto... method SetGridLimit (line 36) | public static AutoMLExperiment SetGridLimit(this AutoMLExperiment expe... method SetBinaryClassificationMetricWithFairLearn (line 46) | public static AutoMLExperiment SetBinaryClassificationMetricWithFairLe... FILE: src/Microsoft.ML.Fairlearn/AutoML/TunerFactory.cs class CostFrugalWithLambdaTunerFactory (line 15) | internal class CostFrugalWithLambdaTunerFactory : ITuner method CostFrugalWithLambdaTunerFactory (line 25) | public CostFrugalWithLambdaTunerFactory(IServiceProvider provider) method Propose (line 39) | public Parameter Propose(TrialSettings settings) method Update (line 44) | public void Update(TrialResult result) FILE: src/Microsoft.ML.Fairlearn/FairlearnCatalog.cs class FairlearnCatalog (line 7) | public sealed class FairlearnCatalog method FairlearnCatalog (line 11) | internal FairlearnCatalog(MLContext context) FILE: src/Microsoft.ML.Fairlearn/MLContextExtension.cs class MLContextExtension (line 10) | public static class MLContextExtension method Fairlearn (line 17) | public static FairlearnCatalog Fairlearn(this MLContext mlContext) FILE: src/Microsoft.ML.Fairlearn/Metrics/FairlearnMetricCatalog.cs class FairlearnMetricCatalog (line 14) | public class FairlearnMetricCatalog method FairlearnMetricCatalog (line 18) | public FairlearnMetricCatalog(MLContext context) method BinaryClassification (line 24) | public BinaryGroupMetric BinaryClassification(IDataView eval, string l... method Regression (line 31) | public RegressionGroupMetric Regression(IDataView eval, string labelCo... class BinaryGroupMetric (line 38) | public class BinaryGroupMetric : IGroupMetric method BinaryGroupMetric (line 47) | public BinaryGroupMetric(MLContext context, IDataView eval, string lab... method ByGroup (line 76) | public DataFrame ByGroup() method Overall (line 113) | public Dictionary Overall() class ModelInput (line 137) | private class ModelInput class RegressionGroupMetric (line 147) | public class RegressionGroupMetric : IGroupMetric method RegressionGroupMetric (line 155) | public RegressionGroupMetric(IDataView eval, string labelColumn, strin... method ByGroup (line 168) | public DataFrame ByGroup() method DifferenceBetweenGroups (line 242) | public Dictionary DifferenceBetweenGroups() method Overall (line 254) | public Dictionary Overall() FILE: src/Microsoft.ML.Fairlearn/Metrics/GroupMetric.cs type IGroupMetric (line 12) | internal interface IGroupMetric method Overall (line 18) | Dictionary Overall(); method ByGroup (line 24) | DataFrame ByGroup(); FILE: src/Microsoft.ML.Fairlearn/Reductions/GridSearchTrialRunner.cs class GridSearchTrailRunner (line 27) | public class GridSearchTrailRunner : ITrialRunner method GridSearchTrailRunner (line 36) | public GridSearchTrailRunner(MLContext context, ITrainValidateDatasetM... method Dispose (line 46) | public void Dispose() method RunAsync (line 50) | public Task RunAsync(TrialSettings settings, Cancellation... FILE: src/Microsoft.ML.Fairlearn/Reductions/Moment.cs class Moment (line 22) | public abstract class Moment method Moment (line 35) | public Moment() method LoadData (line 44) | public virtual void LoadData(IDataView features, DataFrameColumn label... method LoadData (line 54) | public virtual void LoadData(IDataView trainData, string label, string... method Gamma (line 66) | public abstract DataFrame Gamma(PrimitiveDataFrameColumn yPred); method Bound (line 67) | public abstract float Bound(); method ProjectLambda (line 68) | public float ProjectLambda() method SignedWeights (line 72) | public abstract DataFrameColumn SignedWeights(DataFrame lambdaVec); class ClassificationMoment (line 77) | public abstract class ClassificationMoment : Moment FILE: src/Microsoft.ML.Fairlearn/Reductions/Utilities.cs class Utilities (line 15) | public static class Utilities method GenerateBinaryClassificationLambdaSearchSpace (line 17) | public static SearchSpace.SearchSpace GenerateBinaryClassificationLamb... FILE: src/Microsoft.ML.Fairlearn/Reductions/UtilityParity.cs class UtilityParity (line 23) | public class UtilityParity : ClassificationMoment method UtilityParity (line 33) | public UtilityParity(float differenceBound = Single.NaN, float ratioBo... method LoadData (line 67) | public override void LoadData(IDataView x, DataFrameColumn y, StringDa... method Gamma (line 91) | public override DataFrame Gamma(PrimitiveDataFrameColumn yPred/... method Bound (line 130) | public override float Bound() method SignedWeights (line 135) | public override DataFrameColumn SignedWeights(DataFrame lambdaVec) class DemographicParity (line 168) | public class DemographicParity : UtilityParity FILE: src/Microsoft.ML.FastTree/BinFile/BinFinder.cs class BinFinder (line 16) | internal sealed class BinFinder method BinFinder (line 35) | public BinFinder() method FindDistinctCounts (line 54) | private int FindDistinctCounts(in VBuffer values, double[] val... method FindBinsFromDistinctCounts (line 134) | private void FindBinsFromDistinctCounts(double[] distinctValues, int[]... method IsTrivial (line 195) | private bool IsTrivial(int[] distinctCounts, int numDistinct, int minP... method FindBins (line 227) | public bool FindBins(in VBuffer values, int maxBins, int minPe... method GetSplitValue (line 260) | private static double GetSplitValue(double a, double b) FILE: src/Microsoft.ML.FastTree/BoostingFastTree.cs class BoostingFastTreeTrainerBase (line 11) | public abstract class BoostingFastTreeTrainerBase GetEnumerator() class DenseDataCallbackIntArray (line 130) | internal abstract class DenseDataCallbackIntArray : DenseIntArray method DenseDataCallbackIntArray (line 132) | protected DenseDataCallbackIntArray(int length) method Callback (line 137) | public abstract void Callback(Action callback); class Dense0BitIntArray (line 143) | internal sealed class Dense0BitIntArray : DenseIntArray method Dense0BitIntArray (line 147) | public Dense0BitIntArray(int length) method Dense0BitIntArray (line 152) | public Dense0BitIntArray(byte[] buffer, ref int position) method SizeInBytes (line 160) | public override int SizeInBytes() method ToByteArray (line 171) | public override void ToByteArray(byte[] buffer, ref int position) method Sumup (line 192) | public override void Sumup(SumupInputData input, FeatureHistogram hist... method Dense10BitIntArray (line 212) | public Dense10BitIntArray(int len) method Dense10BitIntArray (line 218) | public Dense10BitIntArray(byte[] buffer, ref int position) method Dense10BitIntArray (line 224) | public Dense10BitIntArray(int len, IEnumerable values) method Get (line 238) | private int Get(long offset, byte bits) method Get (line 243) | private int Get(long offset, uint mask) method Set (line 250) | private void Set(long offset, byte bits, int value) method Set (line 255) | private void Set(long offset, uint mask, int value) method SizeInBytes (line 271) | public override int SizeInBytes() method ToByteArray (line 282) | public override void ToByteArray(byte[] buffer, ref int position) FILE: src/Microsoft.ML.FastTree/Dataset/Feature.cs class Feature (line 14) | internal abstract class Feature type FeatureType (line 22) | public enum FeatureType method Feature (line 42) | protected Feature(IntArray bins) method RestoreBins (line 57) | private IntArray RestoreBins() method SaveBins (line 66) | private void SaveBins(IntArray bins) method New (line 74) | public static Feature New(byte[] buffer, ref int position) method Feature (line 94) | protected Feature(byte[] buffer, ref int position) method SizeInBytes (line 115) | public virtual int SizeInBytes() method ToByteArray (line 132) | public virtual void ToByteArray(byte[] buffer, ref int position) method ToByteArray (line 138) | public byte[] ToByteArray() class TsvFeature (line 188) | internal sealed class TsvFeature : Feature method TsvFeature (line 199) | public TsvFeature(IntArray bins, uint[] valueMap, string name) method TsvFeature (line 211) | public TsvFeature(string name, int length) method TsvFeature (line 218) | public TsvFeature(byte[] buffer, ref int position) method SizeInBytes (line 233) | public override int SizeInBytes() method SetName (line 246) | public void SetName(string name) method ToByteArray (line 257) | public override void ToByteArray(byte[] buffer, ref int position) method Split (line 272) | public TsvFeature[] Split(int[][] assignment) method Clone (line 283) | public TsvFeature Clone(int[] itemIndices) method Concat (line 293) | public static TsvFeature Concat(TsvFeature[] parts) method MakeBinMap (line 313) | private static int[] MakeBinMap(uint[] oldValueMap, uint[] newValueMap) method ConcatBins (line 327) | private static IntArray ConcatBins(TsvFeature[] parts, uint[] concatVa... method MakeBinMap (line 371) | private static int[] MakeBinMap(uint[] oldValueMap, double[] newBinUpp... FILE: src/Microsoft.ML.FastTree/Dataset/FeatureFlock.cs type PerBinStats (line 27) | internal readonly struct PerBinStats method PerBinStats (line 36) | public PerBinStats(Double sumTargets, Double sumWeights, int count) class SufficientStatsBase (line 55) | internal abstract class SufficientStatsBase method SufficientStatsBase (line 77) | protected SufficientStatsBase(int features) method Sumup (line 99) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method SumupCore (line 129) | protected abstract void SumupCore( method Subtract (line 145) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method SubtractCore (line 160) | protected abstract void SubtractCore(SufficientStatsBase other); method SizeInBytes (line 166) | public abstract long SizeInBytes(); method GetMinBorder (line 169) | protected abstract int GetMinBorder(int featureIndexInFlock); method GetMaxBorder (line 172) | protected abstract int GetMaxBorder(int featureIndex); method GetBinStats (line 174) | protected abstract PerBinStats GetBinStats(int featureIndex); method GetBinGradient (line 176) | protected abstract double GetBinGradient(int featureIndex, double bias); method CopyFeatureHistogram (line 181) | public void CopyFeatureHistogram(int subfeatureIndex, ref PerBinStats[... method FillSplitCandidates (line 193) | public void FillSplitCandidates(LeastSquaresRegressionTreeLearner lear... method FindBestSplitForFeature (line 235) | internal void FindBestSplitForFeature(ILeafSplitStatisticsCalculator l... method FillSplitCandidatesCategorical (line 329) | public void FillSplitCandidatesCategorical(LeastSquaresRegressionTreeL... class VirtualBin (line 493) | private class VirtualBin method VirtualBin (line 501) | public VirtualBin(double bias) method FillSplitCandidatesCategoricalLowPopulation (line 510) | public void FillSplitCandidatesCategoricalLowPopulation(LeastSquaresRe... method FillSplitCandidatesCategoricalNeighborBundling (line 705) | public void FillSplitCandidatesCategoricalNeighborBundling(LeastSquare... method SufficientStatsBase (line 936) | protected SufficientStatsBase(int features) method SubtractCore (line 941) | protected sealed override void SubtractCore(SufficientStatsBase other) method SubtractCore (line 954) | protected abstract void SubtractCore(TSuffStats other); class SufficientStatsBase (line 933) | internal abstract class SufficientStatsBase : SufficientStat... method SufficientStatsBase (line 77) | protected SufficientStatsBase(int features) method Sumup (line 99) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method SumupCore (line 129) | protected abstract void SumupCore( method Subtract (line 145) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method SubtractCore (line 160) | protected abstract void SubtractCore(SufficientStatsBase other); method SizeInBytes (line 166) | public abstract long SizeInBytes(); method GetMinBorder (line 169) | protected abstract int GetMinBorder(int featureIndexInFlock); method GetMaxBorder (line 172) | protected abstract int GetMaxBorder(int featureIndex); method GetBinStats (line 174) | protected abstract PerBinStats GetBinStats(int featureIndex); method GetBinGradient (line 176) | protected abstract double GetBinGradient(int featureIndex, double bias); method CopyFeatureHistogram (line 181) | public void CopyFeatureHistogram(int subfeatureIndex, ref PerBinStats[... method FillSplitCandidates (line 193) | public void FillSplitCandidates(LeastSquaresRegressionTreeLearner lear... method FindBestSplitForFeature (line 235) | internal void FindBestSplitForFeature(ILeafSplitStatisticsCalculator l... method FillSplitCandidatesCategorical (line 329) | public void FillSplitCandidatesCategorical(LeastSquaresRegressionTreeL... class VirtualBin (line 493) | private class VirtualBin method VirtualBin (line 501) | public VirtualBin(double bias) method FillSplitCandidatesCategoricalLowPopulation (line 510) | public void FillSplitCandidatesCategoricalLowPopulation(LeastSquaresRe... method FillSplitCandidatesCategoricalNeighborBundling (line 705) | public void FillSplitCandidatesCategoricalNeighborBundling(LeastSquare... method SufficientStatsBase (line 936) | protected SufficientStatsBase(int features) method SubtractCore (line 941) | protected sealed override void SubtractCore(SufficientStatsBase other) method SubtractCore (line 954) | protected abstract void SubtractCore(TSuffStats other); class FeatureFlockBase (line 971) | internal abstract class FeatureFlockBase method FeatureFlockBase (line 989) | protected FeatureFlockBase(int count, bool categorical = false) method SizeInBytes (line 1000) | public abstract long SizeInBytes(); method CreateSufficientStats (line 1009) | internal abstract SufficientStatsBase CreateSufficientStats(bool hasWe... method GetIndexer (line 1016) | public virtual IIntArrayForwardIndexer GetIndexer(int featureIndex) method GetFlockIndexer (line 1025) | public abstract FlockForwardIndexerBase GetFlockIndexer(); method Split (line 1027) | public abstract FeatureFlockBase[] Split(int[][] assignment); method BinCount (line 1036) | public abstract int BinCount(int featureIndex); method Trust (line 1043) | public abstract double Trust(int featureIndex); method BinUpperBounds (line 1051) | public abstract double[] BinUpperBounds(int featureIndex); class GenericIntArrayForwardIndexer (line 1058) | private sealed class GenericIntArrayForwardIndexer : IIntArrayForwardI... method GenericIntArrayForwardIndexer (line 1063) | public GenericIntArrayForwardIndexer(FlockForwardIndexerBase flockIn... class FlockForwardIndexerBase (line 1083) | public abstract class FlockForwardIndexerBase class SinglePartitionedIntArrayFlockBase (line 1108) | internal abstract class SinglePartitionedIntArrayFlockBase : ... method SinglePartitionedIntArrayFlockBase (line 1167) | protected SinglePartitionedIntArrayFlockBase(TIntArray bins, int[] hot... method BinUpperBounds (line 1186) | public sealed override double[] BinUpperBounds(int featureIndex) method Trust (line 1192) | public sealed override double Trust(int featureIndex) method BinCount (line 1198) | public sealed override int BinCount(int featureIndex) method SizeInBytes (line 1204) | public override long SizeInBytes() method CreateSufficientStats (line 1211) | internal override SufficientStatsBase CreateSufficientStats(bool hasWe... class SufficientStats (line 1221) | private sealed class SufficientStats : SufficientStatsBase... method SubtractCore (line 1241) | protected override void SubtractCore(SufficientStats other) method SumupCore (line 1246) | protected override void SumupCore(int featureOffset, bool[] active, method SizeInBytes (line 1269) | public override long SizeInBytes() method GetMaxBorder (line 1275) | protected override int GetMaxBorder(int featureIndex) method GetMinBorder (line 1280) | protected override int GetMinBorder(int featureIndex) method GetBinStats (line 1285) | protected override PerBinStats GetBinStats(int featureIndex) method GetBinGradient (line 1293) | protected override double GetBinGradient(int featureIndex, double bias) FILE: src/Microsoft.ML.FastTree/Dataset/FeatureHistogram.cs class FeatureHistogram (line 20) | internal sealed class FeatureHistogram method FeatureHistogram (line 36) | public FeatureHistogram(IntArray bins, int numBins, bool useWeights) method EstimateMemoryUsedForFeatureHistogram (line 56) | public static int EstimateMemoryUsedForFeatureHistogram(int numBins, b... method Subtract (line 71) | public unsafe void Subtract(FeatureHistogram child) method Sumup (line 104) | public void Sumup(int numDocsInLeaf, double sumTargets, FloatType[] ou... method SumupWeighted (line 109) | public void SumupWeighted(int numDocsInLeaf, double sumTargets, double... class SumupInputData (line 142) | internal sealed class SumupInputData method SumupInputData (line 151) | public SumupInputData(int totalCount, double sumTargets, double sumWei... FILE: src/Microsoft.ML.FastTree/Dataset/FileObjectStore.cs class FileObjectStore (line 12) | public class FileObjectStore where T : IFormatter, new() method GetDefaultInstance (line 64) | public static FileObjectStore GetDefaultInstance() method GetInstance (line 74) | public static FileObjectStore GetInstance(string instanceName) method SealObjectStore (line 98) | public void SealObjectStore() method WriteObject (line 114) | public long WriteObject(ref long offset, object source) method ReadObject (line 156) | public object ReadObject(long offset, long size) method Close (line 181) | public void Close() method InitializeAsFileStream (line 208) | private void InitializeAsFileStream(string fileName) method CurrentDomain_ProcessExit (line 229) | private void CurrentDomain_ProcessExit(object sender, EventArgs e) method Console_CancelKeyPress (line 239) | private void Console_CancelKeyPress(object sender, ConsoleCancelEventA... method CurrentDomain_UnhandledException (line 250) | private void CurrentDomain_UnhandledException(object sender, Unhandled... class IntArrayFormatter (line 261) | public class IntArrayFormatter : IFormatter method Deserialize (line 316) | public object Deserialize(Stream serializationStream) method Serialize (line 342) | public void Serialize(Stream serializationStream, object graph) method Serialize (line 353) | private byte[] Serialize(IntArray input) method Deserialize (line 368) | private IntArray Deserialize(byte[] buffer) FILE: src/Microsoft.ML.FastTree/Dataset/IntArray.cs type IntArrayType (line 18) | internal enum IntArrayType { Dense, Sparse, Repeat, Segmented, Current }; type IntArrayBits (line 19) | internal enum IntArrayBits { Bits32 = 32, Bits16 = 16, Bits10 = 10, Bits... class IntArray (line 24) | internal abstract class IntArray : IEnumerable method SizeInBytes (line 45) | public virtual int SizeInBytes() method ToByteArray (line 56) | public virtual void ToByteArray(byte[] buffer, ref int position) method NumBitsNeeded (line 69) | public static IntArrayBits NumBitsNeeded(int numValues) method New (line 88) | public static IntArray New(int length, IntArrayType type, IntArrayBits... method New (line 124) | public static IntArray New(int length, IntArrayType type, IntArrayBits... method New (line 157) | public static IntArray New(byte[] buffer, ref int position) method Clone (line 191) | public abstract IntArray Clone(IntArrayBits bitsPerItem, IntArrayType ... method Clone (line 198) | public abstract IntArray Clone(int[] itemIndices); method Split (line 200) | public abstract IntArray[] Split(int[][] assignment); method GetIndexer (line 206) | public abstract IIntArrayForwardIndexer GetIndexer(); method SetupSumupHandler (line 217) | protected void SetupSumupHandler(PerformSumup native, PerformSumup man... method Sumup (line 219) | public virtual void Sumup(SumupInputData input, FeatureHistogram histo... method SumupWeighted (line 243) | private void SumupWeighted(SumupInputData input, FeatureHistogram hist... method GetEnumerator (line 264) | public abstract IEnumerator GetEnumerator(); method GetEnumerator (line 266) | System.Collections.IEnumerator System.Collections.IEnumerable.GetEnume... method GetHashCode (line 271) | public override int GetHashCode() method Compress (line 288) | public IntArray Compress(uint[] workarray = null) type IIntArrayForwardIndexer (line 380) | internal interface IIntArrayForwardIndexer FILE: src/Microsoft.ML.FastTree/Dataset/NHotFeatureFlock.cs class NHotFeatureFlock (line 13) | internal sealed class NHotFeatureFlock : SinglePartitionedIntArrayFlockB... method NHotFeatureFlock (line 22) | public NHotFeatureFlock(DenseIntArray values, byte[] deltas, int len, method Split (line 30) | public override FeatureFlockBase[] Split(int[][] assignment) method GetFlockIndexer (line 37) | public override FlockForwardIndexerBase GetFlockIndexer() class FlockIndexer (line 42) | private sealed class FlockIndexer : FlockForwardIndexerBase method FlockIndexer (line 53) | public FlockIndexer(NHotFeatureFlock flock) FILE: src/Microsoft.ML.FastTree/Dataset/OneHotFeatureFlock.cs class OneHotFeatureFlock (line 14) | internal sealed class OneHotFeatureFlock : SinglePartitionedIntArrayFloc... method OneHotFeatureFlock (line 16) | public OneHotFeatureFlock(IntArray bins, int[] hotFeatureStarts, doubl... method Split (line 21) | public override FeatureFlockBase[] Split(int[][] assignment) method GetIndexer (line 29) | public override IIntArrayForwardIndexer GetIndexer(int featureIndex) method GetFlockIndexer (line 38) | public override FlockForwardIndexerBase GetFlockIndexer() class Indexer (line 43) | private sealed class Indexer : IIntArrayForwardIndexer method Indexer (line 70) | public Indexer(IIntArrayForwardIndexer indexer, int min, int lim) class FlockIndexer (line 80) | private sealed class FlockIndexer : FlockForwardIndexerBase method FlockIndexer (line 100) | public FlockIndexer(OneHotFeatureFlock flock) FILE: src/Microsoft.ML.FastTree/Dataset/RepeatIntArray.cs class DeltaRepeatIntArray (line 18) | internal sealed class DeltaRepeatIntArray : IntArray method DeltaRepeatIntArray (line 25) | public DeltaRepeatIntArray(int length, IntArrayBits bitsPerItem, IEnum... method DeltaRepeatIntArray (line 70) | private DeltaRepeatIntArray(DenseIntArray values, byte[] deltas, int l... method DeltaRepeatIntArray (line 81) | public DeltaRepeatIntArray(byte[] buffer, ref int position) method ToByteArray (line 96) | public override void ToByteArray(byte[] buffer, ref int position) method SizeInBytes (line 104) | public override int SizeInBytes() method Clone (line 111) | public override IntArray Clone(IntArrayBits bitsPerItem, IntArrayType ... method GetEnumerator (line 120) | public override IEnumerator GetEnumerator() class DeltaRepeatIntArrayIndexer (line 130) | private class DeltaRepeatIntArrayIndexer : IIntArrayForwardIndexer method DeltaRepeatIntArrayIndexer (line 137) | public DeltaRepeatIntArrayIndexer(DeltaRepeatIntArray array) method Clone (line 184) | public override IntArray Clone(int[] itemIndices) method GetIndexer (line 191) | public override IIntArrayForwardIndexer GetIndexer() method Split (line 196) | public override IntArray[] Split(int[][] assignment) method Sumup (line 205) | public override void Sumup(SumupInputData input, FeatureHistogram hist... method SumupRoot (line 220) | private unsafe void SumupRoot(SumupInputData input, FeatureHistogram h... method SumupLeaf (line 252) | private unsafe void SumupLeaf(SumupInputData input, FeatureHistogram h... FILE: src/Microsoft.ML.FastTree/Dataset/SegmentIntArray.cs class SegmentIntArray (line 20) | internal sealed class SegmentIntArray : IntArray method SegmentIntArray (line 72) | public SegmentIntArray(int length, IEnumerable values) method SegmentIntArray (line 109) | public SegmentIntArray(byte[] buffer, ref int position) method SegmentIntArray (line 118) | private SegmentIntArray(byte[] segType, int[] segLen, uint[] data, int... method ToByteArray (line 127) | public override void ToByteArray(byte[] buffer, ref int position) method SizeInBytes (line 137) | public override int SizeInBytes() method Get (line 144) | private int Get(long offset, byte bits) method Get (line 149) | private int Get(long offset, uint mask) method BitsForValue (line 156) | public static int BitsForValue(uint val) method StatsOfBestEncoding (line 186) | public static void StatsOfBestEncoding(uint[] ivalues, int bitsForMaxI... method Clone (line 261) | public override IntArray Clone(IntArrayBits bitsPerItem, IntArrayType ... method GetEnumerator (line 266) | public override IEnumerator GetEnumerator() method GetIndexer (line 293) | public override IIntArrayForwardIndexer GetIndexer() method Split (line 303) | public override IntArray[] Split(int[][] assignment) method Clone (line 317) | public override IntArray Clone(int[] itemIndices) class SegmentIntArrayIndexer (line 324) | private class SegmentIntArrayIndexer : IIntArrayForwardIndexer method SegmentIntArrayIndexer (line 334) | public SegmentIntArrayIndexer(SegmentIntArray array) method FromWorkArray (line 377) | public static SegmentIntArray FromWorkArray(uint[] workArray, int len,... method NativeSegmentFindOptimalPath (line 422) | public static void NativeSegmentFindOptimalPath(uint[] array, int len,... method NativeSegmentFindOptimalCost (line 442) | public static void NativeSegmentFindOptimalCost(uint[] array, int len,... method SegmentFindOptimalPath7 (line 458) | public static unsafe void SegmentFindOptimalPath7(uint[] array, int le... method SegmentFindOptimalPath15 (line 471) | public static unsafe void SegmentFindOptimalPath15(uint[] array, int l... method SegmentFindOptimalPath21 (line 484) | public static unsafe void SegmentFindOptimalPath21(uint[] array, int l... method SegmentFindOptimalCost15 (line 497) | public static unsafe void SegmentFindOptimalCost15(uint[] array, int l... method SegmentFindOptimalCost31 (line 508) | public static unsafe void SegmentFindOptimalCost31(uint[] array, int l... method C_SegmentFindOptimalPath21 (line 520) | [DllImport(NativePath, CharSet = CharSet.Ansi), SuppressUnmanagedCodeS... method C_SegmentFindOptimalPath15 (line 523) | [DllImport(NativePath, CharSet = CharSet.Ansi), SuppressUnmanagedCodeS... method C_SegmentFindOptimalPath7 (line 526) | [DllImport(NativePath, CharSet = CharSet.Ansi), SuppressUnmanagedCodeS... method C_SegmentFindOptimalCost15 (line 529) | [DllImport(NativePath, CharSet = CharSet.Ansi), SuppressUnmanagedCodeS... method C_SegmentFindOptimalCost31 (line 532) | [DllImport(NativePath, CharSet = CharSet.Ansi), SuppressUnmanagedCodeS... method C_SumupSegment_float (line 535) | [DllImport(NativePath)] method C_SumupSegment_double (line 542) | [DllImport(NativePath)] method SumupCPlusPlus (line 550) | public unsafe void SumupCPlusPlus(SumupInputData input, FeatureHistogr... method ManagedSegmentFindOptimalPath (line 579) | public static void ManagedSegmentFindOptimalPath(uint[] array, int len... method ManagedSegmentFindOptimalCost (line 585) | public static void ManagedSegmentFindOptimalCost(uint[] array, int len... method Sumup (line 592) | public override void Sumup(SumupInputData input, FeatureHistogram hist... FILE: src/Microsoft.ML.FastTree/Dataset/SingletonFeatureFlock.cs class SingletonFeatureFlock (line 15) | internal sealed class SingletonFeatureFlock : FeatureFlockBase method SingletonFeatureFlock (line 22) | public SingletonFeatureFlock(IntArray bins, double[] binUpperBounds) method SizeInBytes (line 33) | public override long SizeInBytes() method CreateSufficientStats (line 38) | internal override SufficientStatsBase CreateSufficientStats(bool hasWe... method GetIndexer (line 43) | public override IIntArrayForwardIndexer GetIndexer(int featureIndex) method BinCount (line 49) | public override int BinCount(int featureIndex) method GetFlockIndexer (line 55) | public override FlockForwardIndexerBase GetFlockIndexer() method Split (line 60) | public override FeatureFlockBase[] Split(int[][] assignment) method Trust (line 66) | public override double Trust(int featureIndex) method BinUpperBounds (line 72) | public override double[] BinUpperBounds(int featureIndex) class Indexer (line 78) | private sealed class Indexer : FlockForwardIndexerBase method Indexer (line 94) | public Indexer(SingletonFeatureFlock flock) class SufficientStats (line 102) | private sealed class SufficientStats : SufficientStatsBase GetIndexPairs() method Split (line 200) | public override IntArray[] Split(int[][] assignment) method Clone (line 217) | public override IntArray Clone(int[] itemIndices) method SizeInBytes (line 227) | public override int SizeInBytes() method ToByteArray (line 240) | public override void ToByteArray(byte[] buffer, ref int position) method Clone (line 255) | public override IntArray Clone(IntArrayBits bitsPerItem, IntArrayType ... method SumupRoot (line 277) | private void SumupRoot(SumupInputData input, FeatureHistogram histogram) method SumupRootWeighted (line 304) | private void SumupRootWeighted(SumupInputData input, FeatureHistogram ... method SumupLeaf (line 336) | private unsafe void SumupLeaf(SumupInputData input, FeatureHistogram h... method SumupLeafWeighted (line 396) | private unsafe void SumupLeafWeighted(SumupInputData input, FeatureHis... method Sumup (line 458) | public override void Sumup(SumupInputData input, FeatureHistogram hist... method C_SumupDeltaSparse_float (line 491) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method C_SumupDeltaSparse_double (line 496) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method SumupCPlusPlusSparse (line 501) | private unsafe void SumupCPlusPlusSparse(SumupInputData input, Feature... class DeltaSparseIntArrayIndexer (line 524) | private class DeltaSparseIntArrayIndexer : IIntArrayForwardIndexer method DeltaSparseIntArrayIndexer (line 530) | public DeltaSparseIntArrayIndexer(DeltaSparseIntArray array) method GetIndexer (line 576) | public override IIntArrayForwardIndexer GetIndexer() method GetEnumerator (line 585) | public override IEnumerator GetEnumerator() FILE: src/Microsoft.ML.FastTree/FastTree.cs class FastTreeShared (line 41) | internal static class FastTreeShared class FastTreeTrainerBase (line 46) | public abstract class FastTreeTrainerBase : method FastTreeTrainerBase (line 103) | private protected FastTreeTrainerBase(IHostEnvironment env, method FastTreeTrainerBase (line 142) | private protected FastTreeTrainerBase(IHostEnvironment env, TOptions o... method PrepareLabels (line 161) | private protected abstract void PrepareLabels(IChannel ch); method InitializeTests (line 163) | private protected abstract void InitializeTests(); method ConstructTestForTrainingData (line 165) | private protected abstract Test ConstructTestForTrainingData(); method ConstructOptimizationAlgorithm (line 167) | private protected abstract OptimizationAlgorithm ConstructOptimization... method ConstructTreeLearner (line 169) | private protected abstract TreeLearner ConstructTreeLearner(IChannel ch); method ConstructObjFunc (line 171) | private protected abstract ObjectiveFunctionBase ConstructObjFunc(ICha... method GetMaxLabel (line 173) | private protected virtual float GetMaxLabel() method Initialize (line 178) | private void Initialize(IHostEnvironment env) method ConvertData (line 188) | private protected void ConvertData(RoleMappedData trainData) method UseTranspose (line 202) | private bool UseTranspose(bool? useTranspose, RoleMappedData data) method TrainCore (line 214) | private protected void TrainCore(IChannel ch) method ShouldStop (line 240) | private protected virtual bool ShouldStop(IChannel ch, ref EarlyStoppi... method GetBestIteration (line 245) | private protected virtual int GetBestIteration(IChannel ch) => Ensembl... method InitializeThreads (line 247) | private protected virtual void InitializeThreads(int numThreads) method PrintExecutionTime (line 252) | private protected virtual void PrintExecutionTime(IChannel ch) method CheckOptions (line 257) | private protected virtual void CheckOptions(IChannel ch) method GetTestGraphHeader (line 305) | private protected virtual string GetTestGraphHeader() => string.Empty; method GetTestGraphLine (line 313) | private protected virtual string GetTestGraphLine() => string.Empty; method ComputeTests (line 318) | private protected virtual void ComputeTests() method PrintTestGraph (line 322) | private protected void PrintTestGraph(IChannel ch) method Initialize (line 336) | private protected virtual void Initialize(IChannel ch) method GetFeaturePercentInMemory (line 363) | private float GetFeaturePercentInMemory(IChannel ch) method GetActiveFeatures (line 410) | private protected bool[] GetActiveFeatures() method GetDatasetStatistics (line 428) | private string GetDatasetStatistics(Dataset set) method PrintMemoryStats (line 436) | private protected virtual void PrintMemoryStats(IChannel ch) method AreSamplesWeighted (line 463) | private protected bool AreSamplesWeighted(IChannel ch) method InitializeEnsemble (line 468) | private void InitializeEnsemble() method MakeGradientWrapper (line 476) | private protected virtual IGradientAdjuster MakeGradientWrapper(IChann... method UnloadFeatureBins (line 489) | private void UnloadFeatureBins(bool[] featureToUnload) method LazyFeatureLoad (line 516) | private void LazyFeatureLoad(object state) method GetNextFeaturesByThreshold (line 539) | private bool[] GetNextFeaturesByThreshold(float pctFeatureThreshold) method GenerateActiveFeatureLists (line 574) | private void GenerateActiveFeatureLists(int numberOfItems) method CreateBaggingProvider (line 583) | private protected virtual BaggingProvider CreateBaggingProvider() method ShouldRandomStartOptimizer (line 589) | private protected virtual bool ShouldRandomStartOptimizer() method Train (line 594) | private protected virtual void Train(IChannel ch) method GetMachineAvailableBytes (line 773) | private float GetMachineAvailableBytes() method CustomizedTrainingIteration (line 784) | private protected virtual void CustomizedTrainingIteration(InternalReg... method PrintIterationMessage (line 788) | private protected virtual void PrintIterationMessage(IChannel ch, IPro... method PrintTestResults (line 796) | private protected virtual void PrintTestResults(IChannel ch) method PrintPrologInfo (line 814) | private protected virtual void PrintPrologInfo(IChannel ch) method ConstructScoreTracker (line 823) | private protected ScoreTracker ConstructScoreTracker(Dataset set) method ComputeScoresSmart (line 846) | private double[] ComputeScoresSmart(IChannel ch, Dataset set) method ComputeScoresSlow (line 860) | private double[] ComputeScoresSlow(IChannel ch, Dataset set) method GetInitScores (line 875) | private double[] GetInitScores(Dataset set) class DataConverter (line 890) | internal abstract class DataConverter method DataConverter (line 929) | private DataConverter(RoleMappedData data, IHost host, double[][] binU... method Create (line 955) | public static DataConverter Create(RoleMappedData data, IHost host, in... method Create (line 974) | public static DataConverter Create(RoleMappedData data, IHost host, do... method GetDataset (line 990) | public abstract Dataset GetDataset(); method CalculateBins (line 1002) | private protected static bool CalculateBins(BinFinder binFinder, in VB... method NonZeroBinnedValuesForSparse (line 1008) | private static IEnumerable> NonZeroBinnedValues... method CreateOneHotFlock (line 1022) | private FeatureFlockBase CreateOneHotFlock(IChannel ch, method CreateOneHotFlockCategorical (line 1107) | private FeatureFlockBase CreateOneHotFlockCategorical(IChannel ch, method CreateSingletonFlock (line 1189) | private protected static SingletonFeatureFlock CreateSingletonFlock(IC... class DiskImpl (line 1259) | private sealed class DiskImpl : DataConverter method DiskImpl (line 1266) | public DiskImpl(RoleMappedData data, IHost host, int maxBins, float ... method DiskImpl (line 1275) | public DiskImpl(RoleMappedData data, IHost host, method GetDataset (line 1282) | public override Dataset GetDataset() method AddColumnIfNeeded (line 1287) | private static int AddColumnIfNeeded(DataViewSchema.Column? info, Li... method GetCopier (line 1298) | private ValueMapper, VBuffer> GetCopier(Data... method Construct (line 1325) | private Dataset Construct(RoleMappedData examples, ref int numExampl... method GetFeatureValues (line 1641) | private void GetFeatureValues(SlotCursor cursor, int iFeature, Value... method SubsetGetter (line 1659) | private static ValueGetter> SubsetGetter(ValueGetter... class MemImpl (line 1738) | private sealed class MemImpl : DataConverter method MemImpl (line 1759) | private MemImpl(RoleMappedData data, IHost host, double[][] binUpper... method MemImpl (line 1781) | public MemImpl(RoleMappedData data, IHost host, int maxBins, float m... method MemImpl (line 1791) | public MemImpl(RoleMappedData data, IHost host, double[][] binUpperB... method MakeBoundariesAndCheckLabels (line 1799) | private void MakeBoundariesAndCheckLabels(out long missingInstances,... method InitializeBins (line 1902) | private void InitializeBins(int maxBins, IParallelTraining parallelT... method GetDataset (line 1933) | public override Dataset GetDataset() method CreateNHotFlock (line 1944) | private NHotFeatureFlock CreateNHotFlock(IChannel ch, List feat... method CreateFlocks (line 2037) | private IEnumerable CreateFlocks(IChannel ch, IPro... method CreateFlocksCore (line 2066) | private IEnumerable CreateFlocksCore(IChannel ch, ... method CreateFlocksCore (line 2178) | private IEnumerable CreateFlocksCore(IChannel ch, ... method CreateDatasetSkeleton (line 2354) | private Dataset.DatasetSkeleton CreateDatasetSkeleton() class ValuesList (line 2372) | private sealed class ValuesList method ValuesList (line 2379) | public ValuesList() method Add (line 2384) | public void Add(int index, double value) method ShouldSparsify (line 2409) | private bool ShouldSparsify(int nonZeroElements, int totalElements) method Sparsify (line 2415) | private void Sparsify() method CountIndicesGT (line 2435) | public int CountIndicesGT(int length, double gtValue) method AllIndicesGT (line 2459) | public IEnumerable AllIndicesGT(int lim, double gtValue) method CopyTo (line 2509) | public void CopyTo(int length, ref VBuffer dst) method Binned (line 2552) | public IEnumerable> Binned(double[] binUpperB... class ForwardIndexer (line 2616) | public sealed class ForwardIndexer method ForwardIndexer (line 2691) | public ForwardIndexer(ValuesList[] values, int[] features, ref int... class ExamplesToFastTreeBins (line 2714) | internal sealed class ExamplesToFastTreeBins method ExamplesToFastTreeBins (line 2732) | public ExamplesToFastTreeBins(IHostEnvironment env, int maxBins, bool ... method FindBinsAndReturnDataset (line 2744) | public Dataset FindBinsAndReturnDataset(RoleMappedData data, Predictio... method GetCompatibleDataset (line 2762) | public Dataset GetCompatibleDataset(RoleMappedData data, PredictionKin... class TreeEnsembleModelParameters (line 2772) | public abstract class TreeEnsembleModelParameters : method CanSaveOnnx (line 2819) | bool ICanSaveOnnx.CanSaveOnnx(OnnxContext ctx) => true; method TreeEnsembleModelParameters (line 2835) | [BestFriend] method TreeEnsembleModelParameters (line 2857) | private protected TreeEnsembleModelParameters(IHostEnvironment env, st... method SaveCore (line 2895) | [BestFriend] method GetMapper (line 2911) | ValueMapper IValueMapper.GetMapper() method Map (line 2920) | private protected virtual void Map(in VBuffer src, ref float dst) method GetFeatureContributionMapper (line 2931) | ValueMapper> IFeatureContributionMapper.GetFeatur... method FeatureContributionMap (line 2948) | private void FeatureContributionMap(in VBuffer src, ref VBuffer... method SaveAsCode (line 2962) | void ICanSaveInSourceCode.SaveAsCode(TextWriter writer, RoleMappedSche... method SaveAsText (line 2971) | void ICanSaveInTextFormat.SaveAsText(TextWriter writer, RoleMappedSche... method SaveAsIni (line 2981) | void ICanSaveInIniFormat.SaveAsIni(TextWriter writer, RoleMappedSchema... method SaveAsPfa (line 2989) | JToken ISingleCanSavePfa.SaveAsPfa(BoundPfaContext ctx, JToken input) type NodeMode (line 2996) | private enum NodeMode type PostTransform (line 3014) | private enum PostTransform type AggregateFunction (line 3026) | private enum AggregateFunction method SaveAsOnnx (line 3038) | private protected virtual bool SaveAsOnnx(OnnxContext ctx, string[] ou... method SaveAsOnnx (line 3129) | bool ISingleCanSaveOnnx.SaveAsOnnx(OnnxContext ctx, string[] outputNam... method SaveSummary (line 3134) | void ICanSaveSummary.SaveSummary(TextWriter writer, RoleMappedSchema s... method GetSortedFeatureGains (line 3146) | private IEnumerable> GetSortedFeatureGain... method GetSummaryInKeyValuePairs (line 3165) | IList> ICanGetSummaryInKeyValuePairs.GetS... method SaveEnsembleAsCode (line 3178) | private void SaveEnsembleAsCode(TextWriter writer, RoleMappedSchema sc... method SaveTreeAsCode (line 3202) | private void SaveTreeAsCode(InternalRegressionTree tree, TextWriter wr... method ToCSharp (line 3208) | private void ToCSharp(InternalRegressionTree tree, TextWriter writer, ... method GetFeatureWeights (line 3234) | public void GetFeatureWeights(ref VBuffer weights) method GetTrees (line 3255) | ITree[] ITreeEnsemble.GetTrees() method GetLeafValue (line 3260) | [BestFriend] method GetLeaf (line 3271) | [BestFriend] class Tree (line 3277) | private sealed class Tree : ITree> method Tree (line 3281) | public Tree(InternalRegressionTree regTree) method GetLeaf (line 3294) | public int GetLeaf(in VBuffer feat) method GetNode (line 3299) | public INode GetNode(int nodeId, bool isLeaf, IEnumerable fe... method GetLeafValue (line 3335) | public double GetLeafValue(int leafId) class TreeNode (line 3341) | private sealed class TreeNode : INode method TreeNode (line 3343) | public TreeNode(Dictionary keyValues) class TreeEnsembleModelParametersBasedOnRegressionTree (line 3362) | public abstract class TreeEnsembleModelParametersBasedOnRegressionTree :... method TreeEnsembleModelParametersBasedOnRegressionTree (line 3370) | [BestFriend] method TreeEnsembleModelParametersBasedOnRegressionTree (line 3377) | [BestFriend] method CreateTreeEnsembleFromInternalDataStructure (line 3384) | private RegressionTreeEnsemble CreateTreeEnsembleFromInternalDataStruc... method GetSummaryDataView (line 3394) | IDataView ICanGetSummaryAsIDataView.GetSummaryDataView(RoleMappedSchem... class TreeEnsembleModelParametersBasedOnQuantileRegressionTree (line 3408) | public abstract class TreeEnsembleModelParametersBasedOnQuantileRegressi... method TreeEnsembleModelParametersBasedOnQuantileRegressionTree (line 3416) | [BestFriend] method TreeEnsembleModelParametersBasedOnQuantileRegressionTree (line 3423) | [BestFriend] method CreateTreeEnsembleFromInternalDataStructure (line 3430) | private QuantileRegressionTreeEnsemble CreateTreeEnsembleFromInternalD... method GetSummaryDataView (line 3440) | IDataView ICanGetSummaryAsIDataView.GetSummaryDataView(RoleMappedSchem... FILE: src/Microsoft.ML.FastTree/FastTreeArguments.cs type IFastTreeTrainerFactory (line 20) | [TlcModule.ComponentKind("FastTreeTrainer")] type EarlyStoppingMetric (line 28) | public enum EarlyStoppingMetric type EarlyStoppingRankingMetric (line 43) | public enum EarlyStoppingRankingMetric class FastTreeBinaryTrainer (line 56) | public sealed partial class FastTreeBinaryTrainer class Options (line 62) | [TlcModule.Component(Name = LoadNameValue, FriendlyName = UserNameValu... method Options (line 101) | public Options() method CreateComponent (line 107) | ITrainer IComponentFactory.CreateComponent(IHostEnvironmen... class FastTreeRegressionTrainer (line 112) | public sealed partial class FastTreeRegressionTrainer class Options (line 118) | [TlcModule.Component(Name = LoadNameValue, FriendlyName = UserNameValu... method Options (line 146) | public Options() method CreateComponent (line 151) | ITrainer IComponentFactory.CreateComponent(IHostEnvironmen... class FastTreeTweedieTrainer (line 156) | public sealed partial class FastTreeTweedieTrainer class Options (line 162) | [TlcModule.Component(Name = LoadNameValue, FriendlyName = UserNameValu... method Options (line 205) | public Options() method CreateComponent (line 210) | ITrainer IComponentFactory.CreateComponent(IHostEnvironmen... class FastTreeRankingTrainer (line 215) | public sealed partial class FastTreeRankingTrainer class Options (line 221) | [TlcModule.Component(Name = LoadNameValue, FriendlyName = UserNameValu... method Options (line 302) | public Options() method CreateComponent (line 308) | ITrainer IComponentFactory.CreateComponent(IHostEnvironmen... method Check (line 310) | internal override void Check(IExceptionContext ectx) type Bundle (line 329) | public enum Bundle : byte class Defaults (line 336) | [BestFriend] class TreeOptions (line 348) | public abstract class TreeOptions : TrainerInputBaseWithGroupId method Check (line 617) | internal virtual void Check(IExceptionContext ectx) class BoostedTreeOptions (line 647) | public abstract class BoostedTreeOptions : TreeOptions type OptimizationAlgorithmType (line 679) | public enum OptimizationAlgorithmType { GradientDescent, AcceleratedGr... method Check (line 861) | internal override void Check(IExceptionContext ectx) FILE: src/Microsoft.ML.FastTree/FastTreeClassification.cs class FastTreeBinaryModelParameters (line 44) | public sealed class FastTreeBinaryModelParameters : method GetVersionInfo (line 50) | private static VersionInfo GetVersionInfo() method FastTreeBinaryModelParameters (line 71) | internal FastTreeBinaryModelParameters(IHostEnvironment env, InternalT... method FastTreeBinaryModelParameters (line 76) | private FastTreeBinaryModelParameters(IHostEnvironment env, ModelLoadC... method SaveCore (line 81) | private protected override void SaveCore(ModelSaveContext ctx) method Create (line 87) | internal static IPredictorProducing Create(IHostEnvironment env... class FastTreeBinaryTrainer (line 129) | public sealed partial class FastTreeBinaryTrainer : method FastTreeBinaryTrainer (line 156) | internal FastTreeBinaryTrainer(IHostEnvironment env, method FastTreeBinaryTrainer (line 175) | internal FastTreeBinaryTrainer(IHostEnvironment env, Options options) method TrainModelCore (line 184) | private protected override CalibratedModelParametersBase GetClassificationLabelsFromRatings(Dataset set) method PrepareLabels (line 251) | private protected override void PrepareLabels(IChannel ch) method ConstructTestForTrainingData (line 257) | private protected override Test ConstructTestForTrainingData() method InitializeTests (line 262) | private protected override void InitializeTests() method MakeTransformer (line 301) | private protected override BinaryPredictionTransformer Fi... method GetOutputColumnsCore (line 485) | private protected override SchemaShape.Column[] GetOutputColumnsCore(S... class LambdaRankObjectiveFunction (line 493) | internal sealed class LambdaRankObjectiveFunction : ObjectiveFunctionB... type DupeIdInfo (line 497) | private enum DupeIdInfo method LambdaRankObjectiveFunction (line 567) | public LambdaRankObjectiveFunction(Dataset trainset, short[] labels,... method SetupSecondaryGains (line 645) | private void SetupSecondaryGains(Arguments args) method FillSigmoidTable (line 663) | private void FillSigmoidTable(double sigmoidParam) method IgnoreNonBestDuplicates (line 683) | private void IgnoreNonBestDuplicates(short[] labels, double[] scores... method GetGradient (line 736) | public override double[] GetGradient(IChannel ch, double[] scores) method GetGradientInOneQuery (line 744) | protected override void GetGradientInOneQuery(int query, int threadI... method AdjustTreeOutputs (line 928) | void IStepSearch.AdjustTreeOutputs(IChannel ch, InternalRegressionTr... method FillDiscounts (line 950) | private void FillDiscounts(string positionDiscountFreeform) method FillGainLabels (line 959) | private void FillGainLabels() method GetTopQueryLabels (line 969) | private void GetTopQueryLabels(int query, int[] permutation, bool bA... method PermutationSort (line 985) | private static void PermutationSort(int[] permutation, double[] scor... method GetDerivatives (line 1010) | [DllImport("FastTreeNative", EntryPoint = "C_GetDerivatives", CharSe... class FastTreeRankingModelParameters (line 1027) | public sealed class FastTreeRankingModelParameters : TreeEnsembleModelPa... method GetVersionInfo (line 1032) | private static VersionInfo GetVersionInfo() method FastTreeRankingModelParameters (line 1053) | internal FastTreeRankingModelParameters(IHostEnvironment env, Internal... method FastTreeRankingModelParameters (line 1058) | private FastTreeRankingModelParameters(IHostEnvironment env, ModelLoad... method SaveCore (line 1063) | private protected override void SaveCore(ModelSaveContext ctx) method Create (line 1069) | internal static FastTreeRankingModelParameters Create(IHostEnvironment... class FastTree (line 1077) | internal static partial class FastTree method TrainRanking (line 1079) | [TlcModule.EntryPoint(Name = "Trainers.FastTreeRanker", FILE: src/Microsoft.ML.FastTree/FastTreeRegression.cs class FastTreeRegressionTrainer (line 58) | public sealed partial class FastTreeRegressionTrainer method FastTreeRegressionTrainer (line 86) | internal FastTreeRegressionTrainer(IHostEnvironment env, method FastTreeRegressionTrainer (line 103) | internal FastTreeRegressionTrainer(IHostEnvironment env, Options options) method TrainModelCore (line 108) | private protected override FastTreeRegressionModelParameters TrainMode... method CheckOptions (line 127) | private protected override void CheckOptions(IChannel ch) method MakeLabelColumn (line 141) | private static SchemaShape.Column MakeLabelColumn(string labelColumn) method ConstructObjFunc (line 146) | private protected override ObjectiveFunctionBase ConstructObjFunc(ICha... method ConstructOptimizationAlgorithm (line 151) | private protected override OptimizationAlgorithm ConstructOptimization... method GetDatasetRegressionLabels (line 171) | internal static float[] GetDatasetRegressionLabels(Dataset set) method PrepareLabels (line 182) | private protected override void PrepareLabels(IChannel ch) method ConstructTestForTrainingData (line 186) | private protected override Test ConstructTestForTrainingData() method MakeTransformer (line 191) | private protected override RegressionPredictionTransformer... method GetOutputColumnsCore (line 360) | private protected override SchemaShape.Column[] GetOutputColumnsCore(S... class ObjectiveImpl (line 368) | private sealed class ObjectiveImpl : ObjectiveFunctionBase, IStepSearch method ObjectiveImpl (line 375) | public ObjectiveImpl(Dataset trainData, Options options) method AdjustTreeOutputs (line 401) | public void AdjustTreeOutputs(IChannel ch, InternalRegressionTree tr... method GetGradientInOneQuery (line 451) | protected override void GetGradientInOneQuery(int query, int threadI... class FastTreeTweedieModelParameters (line 487) | public sealed class FastTreeTweedieModelParameters : TreeEnsembleModelPa... method GetVersionInfo (line 492) | private static VersionInfo GetVersionInfo() method FastTreeTweedieModelParameters (line 511) | internal FastTreeTweedieModelParameters(IHostEnvironment env, Internal... method FastTreeTweedieModelParameters (line 516) | private FastTreeTweedieModelParameters(IHostEnvironment env, ModelLoad... method SaveCore (line 521) | private protected override void SaveCore(ModelSaveContext ctx) method Create (line 527) | internal static FastTreeTweedieModelParameters Create(IHostEnvironment... method SaveAsOnnx (line 535) | bool ISingleCanSaveOnnx.SaveAsOnnx(OnnxContext ctx, string[] outputNam... method Map (line 548) | private protected override void Map(in VBuffer src, ref float dst) class FastTree (line 564) | internal static partial class FastTree method TrainTweedieRegression (line 566) | [TlcModule.EntryPoint(Name = "Trainers.FastTreeTweedieRegressor", FILE: src/Microsoft.ML.FastTree/GamClassification.cs class GamBinaryTrainer (line 55) | public sealed class GamBinaryTrainer : class Options (line 64) | public sealed class Options : OptionsBase method GamBinaryTrainer (line 85) | internal GamBinaryTrainer(IHostEnvironment env, Options options) method GamBinaryTrainer (line 101) | internal GamBinaryTrainer(IHostEnvironment env, method CheckLabel (line 113) | private protected override void CheckLabel(RoleMappedData data) method ConvertTargetsToBool (line 118) | private static bool[] ConvertTargetsToBool(double[] targets) method TrainModelCore (line 137) | private protected override CalibratedModelParametersBase Create(IHostEnvironment env... method SaveCore (line 248) | private protected override void SaveCore(ModelSaveContext ctx) FILE: src/Microsoft.ML.FastTree/GamModelParameters.cs class GamModelParametersBase (line 29) | public abstract class GamModelParametersBase : ModelParametersBase IValueMapper.GetMapper() method Map (line 202) | private void Map(in VBuffer features, ref float response) method GetFeatureBinsAndScore (line 233) | internal double GetFeatureBinsAndScore(in VBuffer features, int... method GetBinEffect (line 266) | private double GetBinEffect(int featureIndex, double featureValue) method GetBinEffect (line 273) | private double GetBinEffect(int featureIndex, double featureValue, out... method GetBinUpperBounds (line 285) | public IReadOnlyList GetBinUpperBounds(int featureIndex) method GetBinUpperBounds (line 299) | [BestFriend] method GetBinEffects (line 323) | public IReadOnlyList GetBinEffects(int featureIndex) method GetBinEffects (line 337) | [BestFriend] method SaveAsText (line 356) | void ICanSaveInTextFormat.SaveAsText(TextWriter writer, RoleMappedSche... method SaveSummary (line 397) | void ICanSaveSummary.SaveSummary(TextWriter writer, RoleMappedSchema s... method GetFeatureContributionMapper (line 402) | ValueMapper> IFeatureContributionMapper.GetFeatur... method GetFeatureContributions (line 416) | private void GetFeatureContributions(in VBuffer features, ref V... method SaveAsIni (line 436) | void ICanSaveInIniFormat.SaveAsIni(TextWriter writer, RoleMappedSchema... method CreateBalancedTree (line 480) | private (float[], int[], int[]) CreateBalancedTree(int numInternalNode... method CreateBalancedTreeRecursive (line 500) | private int CreateBalancedTreeRecursive(int lower, int upper, method CreateRegressionTree (line 527) | private static InternalRegressionTree CreateRegressionTree( class VisualizationCommand (line 550) | internal sealed class VisualizationCommand : DataCommand.ImplBase FeatureInfo.GetIn... method GetInfos (line 692) | public IEnumerable GetInfos() => FeatureInfo.GetInfos... method SetEffect (line 694) | public long SetEffect(int feat, int bin, double effect) method GetMetrics (line 714) | public MetricsInfo GetMetrics() method SaveIfNeeded (line 743) | public long? SaveIfNeeded(IHost host, IChannel ch, string outFile) class MetricsInfo (line 768) | public sealed class MetricsInfo method MetricsInfo (line 773) | public MetricsInfo(long version, KeyValuePair[] ... class FeatureInfo (line 780) | public sealed class FeatureInfo method FeatureInfo (line 811) | private FeatureInfo(Context context, int index, int internalInde... method GetInfoForIndex (line 839) | public static FeatureInfo GetInfoForIndex(Context context, int i... method GetInfos (line 852) | public static FeatureInfo[] GetInfos(Context context) method Init (line 869) | private Context Init(IChannel ch) method InitEvaluator (line 898) | private IEvaluator InitEvaluator(GamModelParametersBase pred) method Run (line 911) | private void Run(IChannel ch) FILE: src/Microsoft.ML.FastTree/GamRegression.cs class GamRegressionTrainer (line 52) | public sealed class GamRegressionTrainer : GamTrainerBase F... method GetOutputColumnsCore (line 135) | private protected override SchemaShape.Column[] GetOutputColumnsCore(S... class GamRegressionModelParameters (line 147) | public sealed class GamRegressionModelParameters : GamModelParametersBase method GamRegressionModelParameters (line 164) | internal GamRegressionModelParameters(IHostEnvironment env, method GamRegressionModelParameters (line 168) | private GamRegressionModelParameters(IHostEnvironment env, ModelLoadCo... method GetVersionInfo (line 171) | private static VersionInfo GetVersionInfo() method Create (line 184) | internal static GamRegressionModelParameters Create(IHostEnvironment e... method SaveCore (line 193) | private protected override void SaveCore(ModelSaveContext ctx) FILE: src/Microsoft.ML.FastTree/GamTrainer.cs class GamTrainerBase (line 27) | public abstract partial class GamTrainerBase Create(IHostEnvironment env... class FastForestBinaryTrainer (line 146) | public sealed partial class FastForestBinaryTrainer : class Options (line 153) | public sealed class Options : FastForestOptionsBase method FastForestBinaryTrainer (line 188) | internal FastForestBinaryTrainer(IHostEnvironment env, method FastForestBinaryTrainer (line 206) | internal FastForestBinaryTrainer(IHostEnvironment env, Options options) method TrainModelCore (line 211) | private protected override FastForestBinaryModelParameters TrainModelC... class OneDal (line 254) | internal static class OneDal method DecisionForestClassificationCompute (line 258) | [DllImport(OneDalLibPath, EntryPoint = "decisionForestClassification... method TrainCoreOneDal (line 265) | [BestFriend] method ConstructObjFunc (line 348) | private protected override ObjectiveFunctionBase ConstructObjFunc(ICha... method PrepareLabels (line 353) | private protected override void PrepareLabels(IChannel ch) method ConstructTestForTrainingData (line 360) | private protected override Test ConstructTestForTrainingData() method MakeTransformer (line 365) | private protected override BinaryPredictionTransformer Fi... method GetOutputColumnsCore (line 375) | private protected override SchemaShape.Column[] GetOutputColumnsCore(S... class ObjectiveFunctionImpl (line 384) | private sealed class ObjectiveFunctionImpl : RandomForestObjectiveFunc... method ObjectiveFunctionImpl (line 388) | public ObjectiveFunctionImpl(Dataset trainSet, bool[] trainSetLabels... method GetGradientInOneQuery (line 394) | protected override void GetGradientInOneQuery(int query, int threadI... class FastForest (line 404) | internal static partial class FastForest method TrainBinary (line 406) | [TlcModule.EntryPoint(Name = "Trainers.FastForestBinaryClassifier", FILE: src/Microsoft.ML.FastTree/RandomForestRegression.cs class FastForestRegressionModelParameters (line 35) | public sealed class FastForestRegressionModelParameters : class QuantileStatistics (line 41) | private sealed class QuantileStatistics method QuantileStatistics (line 54) | public QuantileStatistics(float[] data, float[] weights = null, bool... method GetQuantile (line 72) | public float GetQuantile(float p) method GetRank (line 96) | private float GetRank(float p) method GetVersionInfo (line 155) | private static VersionInfo GetVersionInfo() method FastForestRegressionModelParameters (line 177) | internal FastForestRegressionModelParameters(IHostEnvironment env, Int... method FastForestRegressionModelParameters (line 183) | private FastForestRegressionModelParameters(IHostEnvironment env, Mode... method SaveCore (line 193) | private protected override void SaveCore(ModelSaveContext ctx) method Create (line 208) | internal static FastForestRegressionModelParameters Create(IHostEnviro... method SaveAsOnnx (line 218) | bool ISingleCanSaveOnnx.SaveAsOnnx(OnnxContext ctx, string[] outputNam... method Map (line 232) | private protected override void Map(in VBuffer src, ref float dst) method GetMapper (line 243) | ValueMapper, VBuffer> IQuantileValueMapper.GetMa... method CreateMapper (line 260) | ISchemaBindableMapper IQuantileRegressionPredictor.CreateMapper(Double... class FastForestRegressionTrainer (line 293) | public sealed partial class FastForestRegressionTrainer class Options (line 300) | public sealed class Options : FastForestOptionsBase method FastForestRegressionTrainer (line 327) | internal FastForestRegressionTrainer(IHostEnvironment env, method FastForestRegressionTrainer (line 345) | internal FastForestRegressionTrainer(IHostEnvironment env, Options opt... method TrainModelCore (line 350) | private protected override FastForestRegressionModelParameters TrainMo... class OneDal (line 387) | internal static class OneDal method DecisionForestRegressionCompute (line 391) | [DllImport(OneDalLibPath, EntryPoint = "decisionForestRegressionComp... method TrainCoreOneDal (line 398) | [BestFriend] method PrepareLabels (line 480) | private protected override void PrepareLabels(IChannel ch) method ConstructObjFunc (line 484) | private protected override ObjectiveFunctionBase ConstructObjFunc(ICha... method ConstructTestForTrainingData (line 489) | private protected override Test ConstructTestForTrainingData() method MakeTransformer (line 494) | private protected override RegressionPredictionTransformer GetCategoricalSplitFeaturesAt(int nodeIndex) method GetCategoricalCategoricalSplitFeatureRangeAt (line 123) | public IReadOnlyList GetCategoricalCategoricalSplitFeatureRangeAt... method RegressionTreeBase (line 158) | internal RegressionTreeBase(InternalRegressionTree tree) class RegressionTree (line 179) | public sealed class RegressionTree : RegressionTreeBase method RegressionTree (line 181) | internal RegressionTree(InternalRegressionTree tree) : base(tree) { } class QuantileRegressionTree (line 191) | public sealed class QuantileRegressionTree : RegressionTreeBase method GetLeafSamplesAt (line 211) | public IReadOnlyList GetLeafSamplesAt(int leafIndex) method GetLeafSampleWeightsAt (line 227) | public IReadOnlyList GetLeafSampleWeightsAt(int leafIndex) method QuantileRegressionTree (line 236) | internal QuantileRegressionTree(InternalQuantileRegressionTree tree) :... FILE: src/Microsoft.ML.FastTree/SumupPerformanceCommand.cs class SumupPerformanceCommand (line 32) | internal sealed class SumupPerformanceCommand : ICommand class Arguments (line 34) | public sealed class Arguments method SumupPerformanceCommand (line 79) | public SumupPerformanceCommand(IHostEnvironment env, Arguments args) method CreateDense (line 104) | private IEnumerable CreateDense(IChannel ch, Random rgen) method CreateSparse (line 110) | private IEnumerable CreateSparse(IChannel ch, Random rgen) method CreateRandomIntArrays (line 150) | private IntArray[] CreateRandomIntArrays(IChannel ch) method Geometric (line 186) | private IEnumerator Geometric(double p, Random rgen) method CreateDocIndicesCore (line 212) | private IEnumerable CreateDocIndicesCore(double sparsity, Random ... method CreateDocIndices (line 230) | private IEnumerable CreateDocIndices(double sparsity, Random rgen) method InitSumupInputData (line 240) | private void InitSumupInputData(SumupInputData data, double sparsity, ... method Run (line 267) | public void Run() FILE: src/Microsoft.ML.FastTree/Training/Applications/GradientWrappers.cs class TrivialGradientWrapper (line 10) | internal class TrivialGradientWrapper : IGradientAdjuster method TrivialGradientWrapper (line 14) | public TrivialGradientWrapper() { } method AdjustTargetAndSetWeights (line 16) | public virtual double[] AdjustTargetAndSetWeights(double[] gradient, O... class BestStepRegressionGradientWrapper (line 27) | internal class BestStepRegressionGradientWrapper : IGradientAdjuster method BestStepRegressionGradientWrapper (line 29) | public BestStepRegressionGradientWrapper() { } method AdjustTargetAndSetWeights (line 31) | public virtual double[] AdjustTargetAndSetWeights(double[] gradient, O... class QueryWeightsGradientWrapper (line 42) | internal class QueryWeightsGradientWrapper : IGradientAdjuster method QueryWeightsGradientWrapper (line 44) | public QueryWeightsGradientWrapper() method AdjustTargetAndSetWeights (line 48) | public virtual double[] AdjustTargetAndSetWeights(double[] gradient, O... class QueryWeightsBestResressionStepGradientWrapper (line 62) | internal class QueryWeightsBestResressionStepGradientWrapper : IGradient... method QueryWeightsBestResressionStepGradientWrapper (line 64) | public QueryWeightsBestResressionStepGradientWrapper() method AdjustTargetAndSetWeights (line 68) | public virtual double[] AdjustTargetAndSetWeights(double[] gradient, O... FILE: src/Microsoft.ML.FastTree/Training/Applications/ObjectiveFunction.cs class ObjectiveFunctionBase (line 13) | internal abstract class ObjectiveFunctionBase method ObjectiveFunctionBase (line 35) | public ObjectiveFunctionBase( method GetGradient (line 55) | public virtual double[] GetGradient(IChannel ch, double[] scores) method GetGradientChunk (line 84) | protected void GetGradientChunk(int startQuery, int endQuery, int samp... method GetGradientInOneQuery (line 95) | protected abstract void GetGradientInOneQuery(int query, int threadInd... FILE: src/Microsoft.ML.FastTree/Training/BaggingProvider.cs class BaggingProvider (line 9) | internal class BaggingProvider method BaggingProvider (line 19) | public BaggingProvider(Dataset completeTrainingSet, int maxLeaves, int... method GenerateNewBag (line 28) | public virtual void GenerateNewBag() method GetCurrentTrainingPartition (line 60) | public DocumentPartitioning GetCurrentTrainingPartition() method GetCurrentOutOfBagPartition (line 65) | public DocumentPartitioning GetCurrentOutOfBagPartition() method GetBagCount (line 70) | public int GetBagCount(int numTrees, int bagSize) method ScaleEnsembleLeaves (line 78) | internal void ScaleEnsembleLeaves(int numTrees, int bagSize, InternalT... class RankingBaggingProvider (line 90) | internal class RankingBaggingProvider : BaggingProvider method RankingBaggingProvider (line 92) | public RankingBaggingProvider(Dataset completeTrainingSet, int maxLeav... method GenerateNewBag (line 97) | public override void GenerateNewBag() FILE: src/Microsoft.ML.FastTree/Training/DcgCalculator.cs class DcgCalculator (line 13) | internal sealed class DcgCalculator method DcgCalculator (line 34) | static DcgCalculator() method DcgCalculator (line 55) | public DcgCalculator(int maxDocsPerQuery, string sortingAlgorithm, int... method MaxDcg (line 100) | public static double[] MaxDcg(short[] labels, int[] boundaries, int tr... method MaxDcgQuery (line 120) | public static double MaxDcgQuery(short[] labels, int begin, int numDoc... method Ndcg3 (line 159) | public double Ndcg3(Dataset dataset, short[] labels, double[] scores) method Ndcg3Worker (line 179) | private void Ndcg3Worker(double[] scores, short[] labels, int begin, i... method DCG3 (line 191) | public static unsafe double DCG3(double[] scores, short[] labels, int ... method Ndcg1 (line 261) | public double Ndcg1(Dataset dataset, short[] labels, double[] scores) method Ndcg3 (line 279) | public double Ndcg3(Dataset dataset, short[][] labelsSorted) method Ndcg1 (line 300) | public double Ndcg1(Dataset dataset, short[][] labelsSorted) method Ndcg1Worker (line 318) | private void Ndcg1Worker(double[] scores, short[] labels, int begin, i... method DCG1 (line 331) | public static unsafe double DCG1(double[] scores, short[] labels, int ... method NdcgRangeFromScores (line 362) | public double[] NdcgRangeFromScores(Dataset dataset, short[] labels, d... method NdcgRangeWorkerChunkFromScores (line 394) | private void NdcgRangeWorkerChunkFromScores(Dataset dataset, short[] l... method NdcgRangeWorkerFromScores (line 403) | private void NdcgRangeWorkerFromScores(Dataset dataset, short[] labels... method SortRankingResults (line 444) | private void SortRankingResults(short[] labels, int threadIndex, int s... method DcgFromScores (line 471) | public double[] DcgFromScores(Dataset dataset, double[] scores, double... method OrderingFromScores (line 503) | public int[] OrderingFromScores(Dataset dataset, double[] scores) method OrderingRangeWorkerFromScores (line 526) | private void OrderingRangeWorkerFromScores(Dataset dataset, double[] s... method OrderingRangeWorkerPerQueryFromScores (line 535) | private void OrderingRangeWorkerPerQueryFromScores(Dataset dataset, do... FILE: src/Microsoft.ML.FastTree/Training/DcgPermutationComparer.cs class DcgPermutationComparer (line 10) | internal abstract class DcgPermutationComparer : IComparer method Compare (line 12) | public abstract int Compare(int i, int j); class DcgPermutationComparerFactory (line 23) | internal static class DcgPermutationComparerFactory method GetDcgPermutationFactory (line 25) | public static DcgPermutationComparer GetDcgPermutationFactory(string n... class DescendingStablePessimisticPermutationComparer (line 46) | internal class DescendingStablePessimisticPermutationComparer : Descendi... method Compare (line 63) | public override int Compare(int i, int j) class DescendingStablePermutationComparer (line 80) | internal class DescendingStablePermutationComparer : DcgPermutationComparer method Compare (line 95) | public override int Compare(int i, int j) class DescendingReversePermutationComparer (line 105) | internal class DescendingReversePermutationComparer : DescendingStablePe... method Compare (line 107) | public override int Compare(int i, int j) class DescendingDotNetPermutationComparer (line 117) | internal class DescendingDotNetPermutationComparer : DescendingStablePer... method Compare (line 119) | public override int Compare(int i, int j) class DescendingStableIdealComparer (line 128) | internal class DescendingStableIdealComparer : IComparer method DescendingStableIdealComparer (line 134) | public DescendingStableIdealComparer(int comparefirstN) method Compare (line 160) | int IComparer.Compare(int x, int y) FILE: src/Microsoft.ML.FastTree/Training/DocumentPartitioning.cs class DocumentPartitioning (line 19) | internal sealed class DocumentPartitioning method DocumentPartitioning (line 32) | public DocumentPartitioning(int numDocuments, int maxLeaves) method DocumentPartitioning (line 42) | public DocumentPartitioning(int[] documents, int numDocuments, int max... method DocumentPartitioning (line 54) | internal DocumentPartitioning(InternalRegressionTree tree, Dataset dat... method Initialize (line 149) | public void Initialize() method GetDistribution (line 169) | public double[] GetDistribution(double[] targets, double[] weights, in... method Split (line 201) | public unsafe void Split(int leaf, IIntArrayForwardIndexer indexer, UI... method Split (line 245) | public unsafe void Split(int leaf, IntArray bins, HashSet categor... method GetLeafDocumentPartitions (line 295) | public unsafe void GetLeafDocumentPartitions( method DocumentsInLeaf (line 340) | public IEnumerable DocumentsInLeaf(int leaf) method GetLeafDocuments (line 351) | public int GetLeafDocuments(int leaf, int[] documents) method ReferenceLeafDocuments (line 357) | public void ReferenceLeafDocuments(int leaf, out int[] documents, out ... method NumDocsInLeaf (line 369) | public int NumDocsInLeaf(int leaf) { return _leafCount[leaf]; } method Mean (line 378) | public double Mean(double[] array, int leaf, bool filterZeros) method Mean (line 412) | public double Mean(double[] array, double[] sampleWeights, int leaf, b... FILE: src/Microsoft.ML.FastTree/Training/EarlyStoppingCriteria.cs class EarlyStoppingRuleBase (line 38) | public abstract class EarlyStoppingRuleBase method CheckScore (line 47) | public abstract bool CheckScore(float validationScore, float trainingS... method EarlyStoppingRuleBase (line 53) | private protected EarlyStoppingRuleBase() { } method BuildFactory (line 58) | internal abstract IEarlyStoppingCriterionFactory BuildFactory(); type IEarlyStoppingCriterionFactory (line 61) | [BestFriend] method CreateComponent (line 65) | new EarlyStoppingRuleBase CreateComponent(IHostEnvironment env, bool l... class EarlyStoppingRule (line 68) | public abstract class EarlyStoppingRule : EarlyStoppingRuleBase method EarlyStoppingRule (line 87) | private protected EarlyStoppingRule(bool lowerIsBetter) : base() method EarlyStoppingRule (line 97) | private protected EarlyStoppingRule() : base() method CheckBestScore (line 106) | private protected bool CheckBestScore(float score) class TolerantEarlyStoppingRule (line 116) | public sealed class TolerantEarlyStoppingRule : EarlyStoppingRule class Options (line 118) | [BestFriend] method CreateComponent (line 126) | public EarlyStoppingRuleBase CreateComponent(IHostEnvironment env, b... method TolerantEarlyStoppingRule (line 142) | public TolerantEarlyStoppingRule(float threshold = 0.01f) method TolerantEarlyStoppingRule (line 150) | private TolerantEarlyStoppingRule(Options options, bool lowerIsBetter) method CheckScore (line 160) | public override bool CheckScore(float validationScore, float trainingS... method BuildFactory (line 172) | internal override IEarlyStoppingCriterionFactory BuildFactory() => new... class MovingWindowRule (line 179) | public abstract class MovingWindowRule : EarlyStoppingRule class Options (line 181) | [BestFriend] method MovingWindowRule (line 206) | private protected MovingWindowRule(float threshold, int windowSize) method MovingWindowRule (line 217) | private protected MovingWindowRule(bool lowerIsBetter, float threshold... method GetRecentAvg (line 232) | private float GetRecentAvg(Queue recentScores) method GetRecentBest (line 248) | private float GetRecentBest(IEnumerable recentScores) method CheckRecentScores (line 260) | private protected bool CheckRecentScores(float score, int windowSize, ... class GeneralityLossRule (line 283) | public sealed class GeneralityLossRule : EarlyStoppingRule class Options (line 285) | [BestFriend] method CreateComponent (line 294) | public EarlyStoppingRuleBase CreateComponent(IHostEnvironment env, b... method GeneralityLossRule (line 312) | public GeneralityLossRule(float threshold = 0.01f) : method GeneralityLossRule (line 320) | private GeneralityLossRule(Options options, bool lowerIsBetter) method CheckScore (line 330) | public override bool CheckScore(float validationScore, float trainingS... method BuildFactory (line 342) | internal override IEarlyStoppingCriterionFactory BuildFactory() => new... class LowProgressRule (line 349) | public sealed class LowProgressRule : MovingWindowRule class Options (line 351) | [BestFriend] method CreateComponent (line 355) | public EarlyStoppingRuleBase CreateComponent(IHostEnvironment env, b... method LowProgressRule (line 369) | public LowProgressRule(float threshold = 0.01f, int windowSize = 5) method LowProgressRule (line 375) | private LowProgressRule(Options options, bool lowerIsBetter) method CheckScore (line 383) | public override bool CheckScore(float validationScore, float trainingS... method BuildFactory (line 403) | internal override IEarlyStoppingCriterionFactory BuildFactory() => new... class GeneralityToProgressRatioRule (line 409) | public sealed class GeneralityToProgressRatioRule : MovingWindowRule class Options (line 411) | [BestFriend] method CreateComponent (line 415) | public EarlyStoppingRuleBase CreateComponent(IHostEnvironment env, b... method GeneralityToProgressRatioRule (line 426) | public GeneralityToProgressRatioRule(float threshold = 0.01f, int wind... method GeneralityToProgressRatioRule (line 432) | private GeneralityToProgressRatioRule(Options options, bool lowerIsBet... method CheckScore (line 440) | public override bool CheckScore(float validationScore, float trainingS... method BuildFactory (line 460) | [BestFriend] class ConsecutiveGeneralityLossRule (line 467) | public sealed class ConsecutiveGeneralityLossRule : EarlyStoppingRule class Options (line 469) | [BestFriend] method CreateComponent (line 478) | public EarlyStoppingRuleBase CreateComponent(IHostEnvironment env, b... method ConsecutiveGeneralityLossRule (line 496) | public ConsecutiveGeneralityLossRule(int windowSize = 5) method ConsecutiveGeneralityLossRule (line 504) | private ConsecutiveGeneralityLossRule(Options options, bool lowerIsBet... method CheckScore (line 515) | public override bool CheckScore(float validationScore, float trainingS... method BuildFactory (line 527) | [BestFriend] FILE: src/Microsoft.ML.FastTree/Training/EnsembleCompression/IEnsembleCompressor.cs type IEnsembleCompressor (line 8) | internal interface IEnsembleCompressor method Initialize (line 10) | void Initialize(int numTrees, Dataset trainSet, TLabel[] labels, int r... method SetTreeScores (line 12) | void SetTreeScores(int idx, double[] scores); method Compress (line 14) | bool Compress(IChannel ch, InternalTreeEnsemble ensemble, double[] tra... method GetCompressedEnsemble (line 16) | InternalTreeEnsemble GetCompressedEnsemble(); FILE: src/Microsoft.ML.FastTree/Training/EnsembleCompression/LassoBasedEnsembleCompressor.cs class LassoBasedEnsembleCompressor (line 19) | internal class LassoBasedEnsembleCompressor : IEnsembleCompressor method Initialize (line 58) | public void Initialize(int numTrees, Dataset trainSet, short[] labels,... method DoLabelBasedSampling (line 80) | private void DoLabelBasedSampling() method SetTreeScores (line 133) | public unsafe void SetTreeScores(int idx, double[] scores) method GetLassoFit (line 167) | private LassoFit GetLassoFit(IChannel ch, int maxAllowedFeaturesPerModel) method GetEnsembleFromSolution (line 461) | private InternalTreeEnsemble GetEnsembleFromSolution(LassoFit fit, int... method LoadTargets (line 481) | private unsafe void LoadTargets(double[] trainScores, int bestIteration) method Compress (line 537) | bool IEnsembleCompressor.Compress(IChannel ch, InternalTreeEnse... method GetCompressedEnsemble (line 555) | InternalTreeEnsemble IEnsembleCompressor.GetCompressedEnsemble() FILE: src/Microsoft.ML.FastTree/Training/EnsembleCompression/LassoFit.cs class LassoFit (line 7) | internal sealed class LassoFit method LassoFit (line 38) | public LassoFit(int numberOfLambdas, int maxAllowedFeaturesAlongPath, ... method GetWeights (line 50) | public double[] GetWeights(int lambdaIdx) FILE: src/Microsoft.ML.FastTree/Training/OptimizationAlgorithms/AcceleratedGradientDescent.cs class AcceleratedGradientDescent (line 9) | internal class AcceleratedGradientDescent : GradientDescent method AcceleratedGradientDescent (line 11) | internal AcceleratedGradientDescent(InternalTreeEnsemble ensemble, Dat... method ConstructScoreTracker (line 16) | protected override ScoreTracker ConstructScoreTracker(string name, Dat... method TrainingIteration (line 21) | internal override InternalRegressionTree TrainingIteration(IChannel ch... method UpdateScores (line 55) | internal override void UpdateScores(ScoreTracker t, InternalRegression... method FinalizeLearning (line 61) | public override void FinalizeLearning(int bestIteration) FILE: src/Microsoft.ML.FastTree/Training/OptimizationAlgorithms/ConjugateGradientDescent.cs class ConjugateGradientDescent (line 9) | internal class ConjugateGradientDescent : GradientDescent method ConjugateGradientDescent (line 15) | public ConjugateGradientDescent(InternalTreeEnsemble ensemble, Dataset... method GetGradient (line 21) | private protected override double[] GetGradient(IChannel ch) FILE: src/Microsoft.ML.FastTree/Training/OptimizationAlgorithms/GradientDescent.cs class GradientDescent (line 12) | internal class GradientDescent : OptimizationAlgorithm method GradientDescent (line 25) | internal GradientDescent(InternalTreeEnsemble ensemble, Dataset trainD... method ConstructScoreTracker (line 32) | protected override ScoreTracker ConstructScoreTracker(string name, Dat... method GetGradient (line 37) | private protected virtual double[] GetGradient(IChannel ch) method AdjustTargetsAndSetWeights (line 81) | protected virtual double[] AdjustTargetsAndSetWeights(IChannel ch) method TrainingIteration (line 94) | internal override InternalRegressionTree TrainingIteration(IChannel ch... type IGradientAdjuster (line 148) | internal interface IGradientAdjuster method AdjustTargetAndSetWeights (line 156) | double[] AdjustTargetAndSetWeights(double[] gradient, ObjectiveFunctio... FILE: src/Microsoft.ML.FastTree/Training/OptimizationAlgorithms/NoOptimizationAlgorithm.cs class RandomForestOptimizer (line 12) | internal class RandomForestOptimizer : GradientDescent method RandomForestOptimizer (line 16) | internal RandomForestOptimizer(InternalTreeEnsemble ensemble, Dataset ... method ConstructScoreTracker (line 22) | protected override ScoreTracker ConstructScoreTracker(string name, Dat... method TrainingIteration (line 28) | internal override InternalRegressionTree TrainingIteration(IChannel ch... FILE: src/Microsoft.ML.FastTree/Training/OptimizationAlgorithms/OptimizationAlgorithm.cs type IFastTrainingScoresUpdate (line 12) | internal interface IFastTrainingScoresUpdate method GetUpdatedTrainingScores (line 14) | ScoreTracker GetUpdatedTrainingScores(); class OptimizationAlgorithm (line 17) | internal abstract class OptimizationAlgorithm method OptimizationAlgorithm (line 40) | public OptimizationAlgorithm(InternalTreeEnsemble ensemble, Dataset tr... method SetTrainingData (line 50) | public void SetTrainingData(Dataset trainData, double[] initTrainScores) method TrainingIteration (line 56) | internal abstract InternalRegressionTree TrainingIteration(IChannel ch... method UpdateAllScores (line 58) | internal virtual void UpdateAllScores(IChannel ch, InternalRegressionT... method UpdateScores (line 69) | internal virtual void UpdateScores(ScoreTracker t, InternalRegressionT... method GetScoreTracker (line 84) | public ScoreTracker GetScoreTracker(string name, Dataset set, double[]... method ConstructScoreTracker (line 99) | protected abstract ScoreTracker ConstructScoreTracker(string name, Dat... method SmoothTree (line 104) | protected virtual void SmoothTree(InternalRegressionTree tree, double ... method FinalizeLearning (line 118) | public virtual void FinalizeLearning(int bestIteration) FILE: src/Microsoft.ML.FastTree/Training/Parallel/IParallelTraining.cs type IParallelTraining (line 54) | internal interface IParallelTraining method InitEnvironment (line 59) | void InitEnvironment(); method FinalizeEnvironment (line 64) | void FinalizeEnvironment(); method InitTreeLearner (line 69) | void InitTreeLearner(Dataset trainData, int maxNumLeaves, int maxCatSp... method FinalizeTreeLearner (line 74) | void FinalizeTreeLearner(); method InitIteration (line 81) | void InitIteration(ref bool[] activeFeatures); method FinalizeIteration (line 86) | void FinalizeIteration(); method CacheHistogram (line 92) | void CacheHistogram(bool isSmallerLeaf, int featureIdx, int subfeature... method IsNeedFindLocalBestSplit (line 98) | bool IsNeedFindLocalBestSplit(); method IsSkipNonSplittableHistogram (line 106) | bool IsSkipNonSplittableHistogram(); method FindGlobalBestSplit (line 112) | void FindGlobalBestSplit(LeafSplitCandidates smallerChildSplitCandidates, method GetGlobalDataCountInLeaf (line 120) | void GetGlobalDataCountInLeaf(int leafIdx, ref int cnt); method PerformGlobalSplit (line 125) | void PerformGlobalSplit(int leaf, int lteChild, int gtChild, SplitInfo... method GlobalMean (line 132) | double[] GlobalMean(Dataset dataset, InternalRegressionTree tree, Docu... method GetLocalBinConstructionFeatures (line 139) | bool[] GetLocalBinConstructionFeatures(int numFeatures); method SyncGlobalBoundary (line 148) | void SyncGlobalBoundary(int numFeatures, int maxBin, Double[][] binUpp... type ISupportParallelTraining (line 151) | [TlcModule.ComponentKind("ParallelTraining")] FILE: src/Microsoft.ML.FastTree/Training/Parallel/SingleTrainer.cs class SingleTrainer (line 22) | internal sealed class SingleTrainer : IParallelTraining method CacheHistogram (line 24) | void IParallelTraining.CacheHistogram(bool isSmallerLeaf, int featureI... method IsNeedFindLocalBestSplit (line 28) | bool IParallelTraining.IsNeedFindLocalBestSplit() method FindGlobalBestSplit (line 33) | void IParallelTraining.FindGlobalBestSplit(LeafSplitCandidates smaller... method GetGlobalDataCountInLeaf (line 40) | void IParallelTraining.GetGlobalDataCountInLeaf(int leafIdx, ref int cnt) method GetLocalBinConstructionFeatures (line 44) | bool[] IParallelTraining.GetLocalBinConstructionFeatures(int numFeatures) method GlobalMean (line 49) | double[] IParallelTraining.GlobalMean(Dataset dataset, InternalRegress... method PerformGlobalSplit (line 59) | void IParallelTraining.PerformGlobalSplit(int leaf, int lteChild, int ... method InitIteration (line 63) | void IParallelTraining.InitIteration(ref bool[] activeFeatures) method InitEnvironment (line 67) | void IParallelTraining.InitEnvironment() method InitTreeLearner (line 71) | void IParallelTraining.InitTreeLearner(Dataset trainData, int maxNumLe... method SyncGlobalBoundary (line 75) | void IParallelTraining.SyncGlobalBoundary(int numFeatures, int maxBin,... method FinalizeEnvironment (line 79) | void IParallelTraining.FinalizeEnvironment() method FinalizeTreeLearner (line 83) | void IParallelTraining.FinalizeTreeLearner() method FinalizeIteration (line 87) | void IParallelTraining.FinalizeIteration() method IsSkipNonSplittableHistogram (line 91) | bool IParallelTraining.IsSkipNonSplittableHistogram() class SingleTrainerFactory (line 97) | [TlcModule.Component(Name = "Single", Desc = "Single node machine learni... method CreateComponent (line 100) | public IParallelTraining CreateComponent(IHostEnvironment env) => new ... FILE: src/Microsoft.ML.FastTree/Training/RegressionTreeNodeDocuments.cs class RegressionTreeNodeDocuments (line 16) | internal class RegressionTreeNodeDocuments method RegressionTreeNodeDocuments (line 24) | internal RegressionTreeNodeDocuments(InternalRegressionTree tree, Docu... method GetDocumentCount (line 31) | public int GetDocumentCount() method UpdateOutputsWithDelta (line 39) | public void UpdateOutputsWithDelta(double delta) method GetLeaves (line 51) | public IEnumerable GetLeaves() method GetDocuments (line 60) | public HashSet GetDocuments() class RecursiveRegressionTree (line 88) | internal class RecursiveRegressionTree : RegressionTreeNodeDocuments method RecursiveRegressionTree (line 96) | internal RecursiveRegressionTree(InternalRegressionTree t, DocumentPar... method SmoothLeafOutputs (line 111) | public void SmoothLeafOutputs(double parentOutput, double smoothing) method GetWeightedOutput (line 127) | public double GetWeightedOutput() method SmoothLeafOutputs (line 145) | public void SmoothLeafOutputs(double parentOutput, double smoothing, i... method GetWeightedOutput (line 161) | public double GetWeightedOutput(int[] documentCount, out int nodeCount) FILE: src/Microsoft.ML.FastTree/Training/ScoreTracker.cs class ScoreTracker (line 12) | internal class ScoreTracker method ScoreTracker (line 20) | public ScoreTracker(ScoreTracker s) method ScoreTracker (line 28) | public ScoreTracker(string datasetName, Dataset set, double[] initScores) method Initialize (line 32) | public void Initialize(string datasetName, Dataset set, double[] initS... method Initialize (line 41) | internal void Initialize(ScoreTracker scores1, InternalRegressionTree ... method InitializeScores (line 57) | private void InitializeScores(double[] initScores) method SetScores (line 75) | public virtual void SetScores(double[] scores) method SendScoresUpdatedMessage (line 81) | public void SendScoresUpdatedMessage() method RandomizeScores (line 87) | public void RandomizeScores(int rngSeed, bool reverseRandomization) method AddScores (line 95) | internal virtual void AddScores(InternalRegressionTree tree, double mu... method AddScores (line 103) | internal virtual void AddScores(InternalRegressionTree tree, DocumentP... class AgdScoreTracker (line 121) | internal class AgdScoreTracker : ScoreTracker method AgdScoreTracker (line 126) | public AgdScoreTracker(string datsetName, Dataset set, double[] initSc... method SetScores (line 133) | public override void SetScores(double[] scores) method TreeMultiplier (line 145) | public static double TreeMultiplier(int t, int k) method AddScores (line 167) | internal override void AddScores(InternalRegressionTree tree, double m... method AddScores (line 198) | internal override void AddScores(InternalRegressionTree tree, Document... FILE: src/Microsoft.ML.FastTree/Training/StepSearch.cs type IStepSearch (line 11) | internal interface IStepSearch method AdjustTreeOutputs (line 13) | void AdjustTreeOutputs(IChannel ch, InternalRegressionTree tree, Docum... class LineSearch (line 16) | internal sealed class LineSearch : IStepSearch, IFastTrainingScoresUpdate method LineSearch (line 22) | public LineSearch(Test lossCalculator, int lossIndex, int numPostbrack... method LineSearch (line 25) | public LineSearch(Test lossCalculator, int lossIndex) method Swap (line 36) | private static void Swap(ref T a, ref T b) method Rotate (line 43) | private static void Rotate(ref T a, ref T b, ref T c) class StepScoresAndLoss (line 51) | private sealed class StepScoresAndLoss method StepScoresAndLoss (line 56) | public StepScoresAndLoss(Test lossCalculator, int lossIndex) method Initialize (line 66) | public void Initialize(InternalRegressionTree tree, DocumentPartitio... method AdjustTreeOutputs (line 97) | void IStepSearch.AdjustTreeOutputs(IChannel ch, InternalRegressionTree... method GetUpdatedTrainingScores (line 169) | ScoreTracker IFastTrainingScoresUpdate.GetUpdatedTrainingScores() FILE: src/Microsoft.ML.FastTree/Training/Test.cs class TestResult (line 14) | internal sealed class TestResult : IComparable type ValueOperator (line 16) | public enum ValueOperator : int method TestResult (line 64) | public TestResult(string lossFunctionName, double rawValue, double fac... method CompareTo (line 75) | public int CompareTo(TestResult o) method SizeInBytes (line 83) | public int SizeInBytes() method ToByteArray (line 95) | public void ToByteArray(byte[] buffer, ref int offset) method FromByteArray (line 108) | public static TestResult FromByteArray(byte[] buffer, ref int offset) method CalculateFinalValue (line 124) | private double CalculateFinalValue() class Test (line 144) | internal abstract class Test method ComputeTests (line 153) | public abstract IEnumerable ComputeTests(double[] scores); method Test (line 154) | private protected Test(ScoreTracker scoreTracker) method Test (line 161) | public Test(string datasetName, Dataset set, double[] initScores) method OnScoresUpdated (line 164) | public virtual void OnScoresUpdated() method ComputeTests (line 169) | public virtual IEnumerable ComputeTests() method TestScores (line 176) | public IEnumerable TestScores(double[] scores) method FormatInfoString (line 183) | public virtual string FormatInfoString() class TestHistory (line 197) | internal class TestHistory : Test method TestHistory (line 210) | internal TestHistory(Test scenarioWithoutHistory, int lossIndex) method OnScoresUpdated (line 220) | public sealed override void OnScoresUpdated() method UpdateBest (line 228) | protected virtual void UpdateBest(TestResult r) method ComputeTests (line 237) | public sealed override IEnumerable ComputeTests() method ComputeTests (line 244) | public sealed override IEnumerable ComputeTests(double[] s... method FormatInfoString (line 249) | public sealed override string FormatInfoString() class TestWindowWithTolerance (line 258) | internal class TestWindowWithTolerance : TestHistory type ValueIterationPair (line 261) | private struct ValueIterationPair method ValueIterationPair (line 266) | public ValueIterationPair(int iteration, double sum) method TestWindowWithTolerance (line 290) | public TestWindowWithTolerance(Test scenarioWithoutHistory, int lossIn... method UpdateBest (line 300) | protected override void UpdateBest(TestResult r) class NdcgTest (line 338) | internal class NdcgTest : Test method NdcgTest (line 344) | internal NdcgTest(ScoreTracker scoreTracker, short[] labels, string so... method ComputeTests (line 353) | public override IEnumerable ComputeTests(double[] scores) method FormatInfoString (line 364) | public override string FormatInfoString() class FastNdcgTest (line 381) | internal class FastNdcgTest : NdcgTest method FastNdcgTest (line 385) | public FastNdcgTest(ScoreTracker scoreTracker, short[] labels, string ... method ComputeTests (line 393) | public override IEnumerable ComputeTests(double[] scores) class FastNdcgTestForTrainSet (line 418) | internal sealed class FastNdcgTestForTrainSet : FastNdcgTest method FastNdcgTestForTrainSet (line 423) | public FastNdcgTestForTrainSet(ScoreTracker trainingScores, FastTreeRa... method ComputeTests (line 430) | public override IEnumerable ComputeTests() method ComputeTests (line 437) | public override IEnumerable ComputeTests(double[] scores) class WinLossSurplusTest (line 461) | internal sealed class WinLossSurplusTest : Test method WinLossSurplusTest (line 469) | public WinLossSurplusTest(ScoreTracker scoreTracker, short[] labels, s... method ComputeTests (line 479) | public override IEnumerable ComputeTests(double[] scores) method FormatInfoString (line 499) | public override string FormatInfoString() class RegressionTest (line 517) | internal sealed class RegressionTest : Test method RegressionTest (line 524) | public RegressionTest(ScoreTracker scoreTracker, int? resultType = null) method ComputeTests (line 532) | public override IEnumerable ComputeTests(double[] scores) class BinaryClassificationTest (line 589) | internal sealed class BinaryClassificationTest : Test method BinaryClassificationTest (line 596) | public BinaryClassificationTest(ScoreTracker scoreTracker, bool[] bina... method ComputeExampleCounts (line 611) | public static void ComputeExampleCounts(bool[] binaryLabels, out long ... method ComputeTests (line 646) | public override IEnumerable ComputeTests(double[] scores) FILE: src/Microsoft.ML.FastTree/Training/TreeLearners/FastForestLeastSquaresTreeLearner.cs class RandomForestLeastSquaresTreeLearner (line 10) | internal class RandomForestLeastSquaresTreeLearner : LeastSquaresRegress... method RandomForestLeastSquaresTreeLearner (line 15) | public RandomForestLeastSquaresTreeLearner(Dataset trainData, int numL... method NewTree (line 27) | protected override InternalRegressionTree NewTree() method FitTargets (line 32) | public InternalRegressionTree FitTargets(IChannel ch, bool[] activeFea... method FindAndSetBestFeatureForLeaf (line 45) | protected override void FindAndSetBestFeatureForLeaf(LeafSplitCandidat... FILE: src/Microsoft.ML.FastTree/Training/TreeLearners/LeastSquaresRegressionTreeLearner.cs class LeastSquaresRegressionTreeLearner (line 24) | internal class LeastSquaresRegressionTreeLearner : TreeLearner, ILeafSpl... method LeastSquaresRegressionTreeLearner (line 120) | public LeastSquaresRegressionTreeLearner(Dataset trainData, int numLea... method GetSizeOfReservedMemory (line 185) | public override long GetSizeOfReservedMemory() method MakeSplitCandidateArrays (line 190) | protected virtual void MakeSplitCandidateArrays(Dataset data, out Leaf... method NewTree (line 196) | protected virtual InternalRegressionTree NewTree() method MakeDummyRootSplit (line 201) | protected virtual void MakeDummyRootSplit(InternalRegressionTree tree,... method FitTargets (line 222) | internal sealed override InternalRegressionTree FitTargets(IChannel ch... method PerformSplit (line 284) | protected virtual void PerformSplit(InternalRegressionTree tree, int b... method Initialize (line 327) | private void Initialize(bool[] activeFeatures) method GetTargetWeights (line 337) | protected double[] GetTargetWeights() method FindBestSplitOfRoot (line 345) | protected virtual void FindBestSplitOfRoot(double[] targets) method FindBestSplitOfSiblings (line 384) | protected virtual void FindBestSplitOfSiblings(int lteChild, int gtChi... method FindAndSetBestFeatureForLeaf (line 450) | protected virtual void FindAndSetBestFeatureForLeaf(LeafSplitCandidate... method SetBestFeatureForLeaf (line 491) | protected virtual void SetBestFeatureForLeaf(LeafSplitCandidates leafS... method FindBestThresholdForFlockThreadWorker (line 504) | private void FindBestThresholdForFlockThreadWorker(int flock) method Sumup (line 561) | private void Sumup(SufficientStatsBase stats, int featureMin, LeafSpli... method GetActiveFeatures (line 580) | public IEnumerable GetActiveFeatures(int min, int lim) method GetLeafSplitGain (line 608) | public double GetLeafSplitGain(int count, double sumTargets, double su... method CalculateSplittedLeafOutput (line 639) | public double CalculateSplittedLeafOutput(int count, double sumTargets... method FindBestThresholdFromHistogram (line 655) | protected virtual void FindBestThresholdFromHistogram(SufficientStatsB... method FindBestThresholdFromRawArray (line 711) | protected void FindBestThresholdFromRawArray(LeafSplitCandidates leafS... class LeafSplitCandidates (line 823) | internal sealed class LeafSplitCandidates method LeafSplitCandidates (line 840) | public LeafSplitCandidates(Dataset data) method SizeInBytes (line 892) | public int SizeInBytes(int maxCatSplitPoints) method Initialize (line 911) | public void Initialize(int leafIndex, DocumentPartitioning partition... method Initialize (line 999) | public void Initialize(double[] targets, double[] weights, bool filt... method Clear (line 1072) | private void Clear() method Initialize (line 1090) | public void Initialize() type SplitInfo (line 1099) | public struct SplitInfo : IComparable method Reset (line 1114) | public void Reset() method SizeInBytes (line 1123) | public static int SizeInBytes(int maxCatSplitPoints) method ToByteArray (line 1132) | public void ToByteArray(byte[] buffer, ref int offset, int size) method FromByteArray (line 1159) | public void FromByteArray(byte[] buffer, ref int offset, int size) method CompareTo (line 1186) | public int CompareTo(SplitInfo other) type ILeafSplitStatisticsCalculator (line 1215) | internal interface ILeafSplitStatisticsCalculator method CalculateSplittedLeafOutput (line 1217) | double CalculateSplittedLeafOutput(int count, double sumTargets, doubl... method GetLeafSplitGain (line 1219) | double GetLeafSplitGain(int count, double sumTargets, double sumWeights); FILE: src/Microsoft.ML.FastTree/Training/TreeLearners/TreeLearner.cs class TreeLearner (line 10) | internal abstract class TreeLearner method TreeLearner (line 17) | protected TreeLearner(Dataset trainData, int numLeaves) method FitTargets (line 26) | internal abstract InternalRegressionTree FitTargets(IChannel ch, bool[... method GetSizeOfReservedMemory (line 34) | public virtual long GetSizeOfReservedMemory() class TreeLearnerException (line 43) | internal class TreeLearnerException : Exception method TreeLearnerException (line 45) | public TreeLearnerException(string message) : base(message) { } FILE: src/Microsoft.ML.FastTree/Training/WinLossCalculator.cs class WinLossCalculator (line 13) | internal sealed class WinLossCalculator method WinLossCalculator (line 27) | public WinLossCalculator(int maxDocsPerQuery, string sortingAlgorithm) method WinLossRangeFromScores (line 46) | public double[] WinLossRangeFromScores(Dataset dataset, short[] labels... method WinLossRangeWorkerChunkFromScores (line 72) | private void WinLossRangeWorkerChunkFromScores(Dataset dataset, short[... method WinLossRangeWorkerFromScores (line 79) | private void WinLossRangeWorkerFromScores(Dataset dataset, short[] lab... FILE: src/Microsoft.ML.FastTree/TreeEnsemble.cs class TreeEnsemble (line 15) | public abstract class TreeEnsemble where T : RegressionTreeBase method TreeEnsemble (line 32) | private protected TreeEnsemble(IEnumerable trees, IEnumerable method RegressionTreeEnsemble (line 42) | internal RegressionTreeEnsemble(IEnumerable trees, IEn... class QuantileRegressionTreeEnsemble (line 48) | public sealed class QuantileRegressionTreeEnsemble : TreeEnsemble feat, float[] distribu... method LoadSampledLabels (line 79) | private void LoadSampledLabels(float[] distribution, float[] weights, ... method SetLabelsDistribution (line 99) | public void SetLabelsDistribution(double[] labelsDistribution, double[... method ExtractLeafSamplesAndTheirWeights (line 111) | internal void ExtractLeafSamplesAndTheirWeights(out double[][] leafSam... method SizeInBytes (line 136) | public override int SizeInBytes() method ToByteArray (line 141) | public override void ToByteArray(byte[] buffer, ref int position) FILE: src/Microsoft.ML.FastTree/TreeEnsemble/InternalRegressionTree.cs class InternalRegressionTree (line 22) | [BestFriend] type TreeType (line 67) | protected enum TreeType : byte method InternalRegressionTree (line 74) | private InternalRegressionTree() method InternalRegressionTree (line 82) | public InternalRegressionTree(int maxLeaves) method InternalRegressionTree (line 98) | public InternalRegressionTree(byte[] buffer, ref int position) method GetCategoricalSplitFromIndices (line 128) | private bool[] GetCategoricalSplitFromIndices(int[] indices) method GetCategoricalSplitFromBytes (line 145) | private bool[] GetCategoricalSplitFromBytes(byte[] indices) method Create (line 165) | public static InternalRegressionTree Create(int numLeaves, int[] split... method InternalRegressionTree (line 192) | internal InternalRegressionTree(int[] splitFeatures, double[] splitGai... method InternalRegressionTree (line 241) | internal InternalRegressionTree(ModelLoadContext ctx, bool usingDefaul... method Save (line 332) | protected void Save(ModelSaveContext ctx, TreeType code) method Save (line 413) | internal virtual void Save(ModelSaveContext ctx) method Load (line 418) | public static InternalRegressionTree Load(ModelLoadContext ctx, bool u... method CheckValid (line 436) | private void CheckValid(Action checker) method SizeInBytes (line 506) | public virtual int SizeInBytes() method ToByteArray (line 526) | public virtual void ToByteArray(byte[] buffer, ref int position) method SumupValue (line 556) | public void SumupValue(IChannel ch, InternalRegressionTree tree) method GetLteChildForNode (line 632) | public int GetLteChildForNode(int node) method GetGtChildForNode (line 637) | public int GetGtChildForNode(int node) method SplitFeature (line 642) | public int SplitFeature(int node) method Threshold (line 647) | public uint Threshold(int node) method RawThreshold (line 652) | public float RawThreshold(int node) method LeafValue (line 662) | public double LeafValue(int leaf) method SetLeafValue (line 667) | public void SetLeafValue(int leaf, double newValue) method ShiftOutputs (line 673) | public void ShiftOutputs(double value) method ScaleOutputsBy (line 682) | public virtual void ScaleOutputsBy(double scalar) method UpdateOutputWithDelta (line 690) | public void UpdateOutputWithDelta(int leafIndex, double delta) method GetOutput (line 700) | public virtual double GetOutput(Dataset.RowForwardIndexer.Row featureB... method GetOutput (line 713) | public virtual double GetOutput(int[] binnedInstance) method GetOutput (line 721) | public virtual double GetOutput(in VBuffer feat) method GetOutput (line 729) | public double GetOutput(int leaf) method SetOutput (line 734) | public void SetOutput(int leaf, double value) method GetLeaf (line 741) | public int GetLeaf(Dataset.RowForwardIndexer.Row featureBins) method GetLeaf (line 760) | public int GetLeaf(int[] binnedInstance) method GetLeaf (line 780) | public int GetLeaf(in VBuffer feat) method GetLeafFrom (line 791) | private int GetLeafFrom(in VBuffer feat, int root) method GetLeaf (line 809) | public int GetLeaf(in VBuffer feat, ref List path) method GetFeatureValue (line 822) | private float GetFeatureValue(float x, int node) method GetLeafCore (line 838) | private int GetLeafCore(ReadOnlySpan nonBinnedInstance, List featIndices, ReadOnlySpan GetNodesLeaves(int node) method GetOutputs (line 993) | public double[] GetOutputs(Dataset dataset) method Split (line 1020) | public virtual int Split(int leaf, int feature, int[] categoricalSplit... method GetHashCode (line 1077) | public override int GetHashCode() method PopulateRawThresholds (line 1082) | public void PopulateRawThresholds(Dataset dataset) method PopulateThresholds (line 1103) | public void PopulateThresholds(Dataset dataset) method RemapFeatures (line 1129) | public void RemapFeatures(int[] oldToNewFeatures) method ToTreeEnsembleFormat (line 1167) | internal void ToTreeEnsembleFormat(StringBuilder sbEvaluator, StringBu... method ToTreeEnsembleFormatForCategoricalSplit (line 1241) | private void ToTreeEnsembleFormatForCategoricalSplit(StringBuilder sbE... method ToOldIni (line 1307) | internal string ToOldIni(FeatureNameCollection featureNames) method AsPfa (line 1337) | internal JToken AsPfa(JToken feat) method AsPfaCore (line 1342) | private JToken AsPfaCore(JToken feat, int node) method AddOutputsToScores (line 1369) | public void AddOutputsToScores(Dataset dataset, double[] scores, doubl... method AddOutputsToScores (line 1400) | public void AddOutputsToScores(Dataset dataset, double[] scores) method AddOutputsToScores (line 1423) | internal void AddOutputsToScores(Dataset dataset, double[] scores, int... method OptimizePathToLeaf (line 1450) | public void OptimizePathToLeaf(int leafIndex) method SwapNodePositions (line 1463) | public void SwapNodePositions(int pos1, int pos2) method PathToLeaf (line 1500) | public int[] PathToLeaf(int leafIndex) method PathToLeaf (line 1509) | private bool PathToLeaf(int currentNodeIndex, int leafIndex, List... method AppendFeatureContributions (line 1528) | public void AppendFeatureContributions(in VBuffer src, BufferBu... FILE: src/Microsoft.ML.FastTree/TreeEnsemble/InternalTreeEnsemble.cs class InternalTreeEnsemble (line 19) | [BestFriend] method InternalTreeEnsemble (line 34) | public InternalTreeEnsemble() method InternalTreeEnsemble (line 39) | public InternalTreeEnsemble(ModelLoadContext ctx, bool usingDefaultVal... method Save (line 59) | internal void Save(ModelSaveContext ctx) method AddTree (line 75) | public void AddTree(InternalRegressionTree tree) => _trees.Add(tree); method AddTreeAt (line 76) | public void AddTreeAt(InternalRegressionTree tree, int index) => _tree... method RemoveTree (line 77) | public void RemoveTree(int index) => _trees.RemoveAt(index); method RemoveAfter (line 79) | public void RemoveAfter(int index) => _trees.RemoveRange(index, NumTre... method GetTreeAt (line 80) | public InternalRegressionTree GetTreeAt(int index) => _trees[index]; method PopulateRawThresholds (line 87) | public void PopulateRawThresholds(Dataset dataset) method RemapFeatures (line 102) | public void RemapFeatures(int[] oldToNewFeatures) method ToTreeEnsembleIni (line 112) | internal string ToTreeEnsembleIni(FeaturesToContentMap fmap, method AppendComments (line 199) | protected int AppendComments(StringBuilder sb, string trainingParams) method AsPfa (line 215) | internal JToken AsPfa(BoundPfaContext ctx, JToken feat) method MaxOutputs (line 234) | public double[] MaxOutputs() method GetOutput (line 242) | public double GetOutput(Dataset.RowForwardIndexer.Row featureBins, int... method GetOutput (line 250) | public double GetOutput(int[] binnedInstance) method GetOutput (line 258) | public double GetOutput(in VBuffer feat) method GetDistribution (line 266) | public float[] GetDistribution(in VBuffer feat, int sampleCount... method GetOutput (line 283) | public double GetOutput(Dataset.RowForwardIndexer.Row featureBins) method GetOutputs (line 287) | public void GetOutputs(Dataset dataset, double[] outputs) { GetOutputs... method GetOutputs (line 288) | public void GetOutputs(Dataset dataset, double[] outputs, int prefix) method ToGainSummary (line 311) | internal string ToGainSummary(FeaturesToContentMap fmap, Dictionary features, ref ... method GetMaxFeatureIndex (line 365) | public int GetMaxFeatureIndex() class FeatureToGainMap (line 382) | internal class FeatureToGainMap : Dictionary method FeatureToGainMap (line 384) | public FeatureToGainMap() { } method FeatureToGainMap (line 399) | public FeatureToGainMap(IList trees, bool norm... class FeaturesToContentMap (line 424) | internal sealed class FeaturesToContentMap method FeaturesToContentMap (line 437) | public FeaturesToContentMap(RoleMappedSchema schema) method GetName (line 454) | public string GetName(int ifeat) method GetContent (line 461) | public string GetContent(int ifeat) FILE: src/Microsoft.ML.FastTree/TreeEnsemble/TreeEnsembleCombiner.cs class TreeEnsembleCombiner (line 16) | internal sealed class TreeEnsembleCombiner : IModelCombiner method TreeEnsembleCombiner (line 21) | public TreeEnsembleCombiner(IHostEnvironment env, PredictionKind kind) method CombineModels (line 37) | IPredictor IModelCombiner.CombineModels(IEnumerable models) FILE: src/Microsoft.ML.FastTree/TreeEnsembleFeaturizationEstimator.cs class TreeEnsembleFeaturizationEstimatorBase (line 20) | public abstract class TreeEnsembleFeaturizationEstimatorBase : IEstimato... class OptionsBase (line 26) | public abstract class OptionsBase method TreeEnsembleFeaturizationEstimatorBase (line 85) | private protected TreeEnsembleFeaturizationEstimatorBase(IHostEnvironm... method PrepareModel (line 106) | private protected abstract TreeEnsembleModelParameters PrepareModel(ID... method Fit (line 112) | public TreeEnsembleFeaturizationTransformer Fit(IDataView input) method GetOutputSchema (line 127) | public SchemaShape GetOutputSchema(SchemaShape inputSchema) class PretrainedTreeFeaturizationEstimator (line 179) | public sealed class PretrainedTreeFeaturizationEstimator : TreeEnsembleF... class Options (line 185) | public sealed class Options : OptionsBase method PretrainedTreeFeaturizationEstimator (line 195) | internal PretrainedTreeFeaturizationEstimator(IHostEnvironment env, Op... method PrepareModel (line 204) | private protected override TreeEnsembleModelParameters PrepareModel(ID... class FastTreeBinaryFeaturizationEstimator (line 221) | public sealed class FastTreeBinaryFeaturizationEstimator : TreeEnsembleF... class Options (line 228) | public sealed class Options : OptionsBase method FastTreeBinaryFeaturizationEstimator (line 236) | internal FastTreeBinaryFeaturizationEstimator(IHostEnvironment env, Op... method PrepareModel (line 242) | private protected override TreeEnsembleModelParameters PrepareModel(ID... class FastTreeRegressionFeaturizationEstimator (line 264) | public sealed class FastTreeRegressionFeaturizationEstimator : TreeEnsem... class Options (line 271) | public sealed class Options : OptionsBase method FastTreeRegressionFeaturizationEstimator (line 279) | internal FastTreeRegressionFeaturizationEstimator(IHostEnvironment env... method PrepareModel (line 285) | private protected override TreeEnsembleModelParameters PrepareModel(ID... class FastForestBinaryFeaturizationEstimator (line 307) | public sealed class FastForestBinaryFeaturizationEstimator : TreeEnsembl... class Options (line 314) | public sealed class Options : OptionsBase method FastForestBinaryFeaturizationEstimator (line 322) | internal FastForestBinaryFeaturizationEstimator(IHostEnvironment env, ... method PrepareModel (line 328) | private protected override TreeEnsembleModelParameters PrepareModel(ID... class FastForestRegressionFeaturizationEstimator (line 350) | public sealed class FastForestRegressionFeaturizationEstimator : TreeEns... class Options (line 357) | public sealed class Options : OptionsBase method FastForestRegressionFeaturizationEstimator (line 365) | internal FastForestRegressionFeaturizationEstimator(IHostEnvironment e... method PrepareModel (line 371) | private protected override TreeEnsembleModelParameters PrepareModel(ID... class FastTreeRankingFeaturizationEstimator (line 393) | public sealed class FastTreeRankingFeaturizationEstimator : TreeEnsemble... class Options (line 400) | public sealed class Options : OptionsBase method FastTreeRankingFeaturizationEstimator (line 408) | internal FastTreeRankingFeaturizationEstimator(IHostEnvironment env, O... method PrepareModel (line 414) | private protected override TreeEnsembleModelParameters PrepareModel(ID... class FastTreeTweedieFeaturizationEstimator (line 436) | public sealed class FastTreeTweedieFeaturizationEstimator : TreeEnsemble... class Options (line 443) | public sealed class Options : OptionsBase method FastTreeTweedieFeaturizationEstimator (line 451) | internal FastTreeTweedieFeaturizationEstimator(IHostEnvironment env, O... method PrepareModel (line 457) | private protected override TreeEnsembleModelParameters PrepareModel(ID... FILE: src/Microsoft.ML.FastTree/TreeEnsembleFeaturizationTransformer.cs class TreeEnsembleFeaturizationTransformer (line 22) | public sealed class TreeEnsembleFeaturizationTransformer : PredictionTra... method CheckFeatureColumnCompatibility (line 43) | private void CheckFeatureColumnCompatibility(DataViewSchema.Column ins... method MakeFeatureRoleMappedSchema (line 62) | private RoleMappedSchema MakeFeatureRoleMappedSchema(DataViewSchema sc... method TreeEnsembleFeaturizationTransformer (line 69) | internal TreeEnsembleFeaturizationTransformer(IHostEnvironment env, Da... method TreeEnsembleFeaturizationTransformer (line 104) | private TreeEnsembleFeaturizationTransformer(IHostEnvironment host, Mo... method GetOutputSchema (line 146) | public override DataViewSchema GetOutputSchema(DataViewSchema inputSch... method SaveModel (line 148) | private protected override void SaveModel(ModelSaveContext ctx) method GetVersionInfo (line 178) | private static VersionInfo GetVersionInfo() method Create (line 189) | internal static TreeEnsembleFeaturizationTransformer Create(IHostEnvir... FILE: src/Microsoft.ML.FastTree/TreeEnsembleFeaturizer.cs class TreeEnsembleFeaturizerBindableMapper (line 45) | internal sealed class TreeEnsembleFeaturizerBindableMapper : ISchemaBind... class Arguments (line 51) | public sealed class Arguments : ScorerArgumentsBase class BoundMapper (line 67) | private sealed class BoundMapper : ISchemaBoundRowMapper method BoundMapper (line 104) | public BoundMapper(IExceptionContext ectx, TreeEnsembleFeaturizerBin... method GetRow (line 175) | DataViewRow ISchemaBoundRowMapper.GetRow(DataViewRow input, IEnumera... method CreateGetters (line 182) | private Delegate[] CreateGetters(DataViewRow input, IEnumerable dst) method GetLeafIds (line 278) | public void GetLeafIds(ref VBuffer dst) method GetPathIds (line 305) | public void GetPathIds(ref VBuffer dst) method EnsureCachedPosition (line 339) | private void EnsureCachedPosition() method GetInputColumnRoles (line 357) | public IEnumerable... method GetDependenciesForNewColumns (line 365) | public IEnumerable GetDependenciesForNewColum... method GetVersionInfo (line 377) | private static VersionInfo GetVersionInfo() method TreeEnsembleFeaturizerBindableMapper (line 397) | public TreeEnsembleFeaturizerBindableMapper(IHostEnvironment env, Argu... method TreeEnsembleFeaturizerBindableMapper (line 423) | public TreeEnsembleFeaturizerBindableMapper(IHostEnvironment env, Mode... method Save (line 443) | void ICanSaveModel.Save(ModelSaveContext ctx) method CountLeaves (line 462) | private static int CountLeaves(TreeEnsembleModelParameters ensemble) method GetTreeSlotNames (line 474) | private void GetTreeSlotNames(ref VBuffer> dst) method GetLeafSlotNames (line 485) | private void GetLeafSlotNames(ref VBuffer> dst) method GetPathSlotNames (line 502) | private void GetPathSlotNames(ref VBuffer> dst) method Bind (line 522) | ISchemaBoundMapper ISchemaBindableMapper.Bind(IHostEnvironment env, Ro... class TreeEnsembleFeaturizerTransform (line 533) | [BestFriend] class Arguments (line 537) | public sealed class Arguments : TrainAndScoreTransformer.ArgumentsBase class ArgumentsForEntryPoint (line 560) | [TlcModule.EntryPointKind(typeof(CommonInputs.IFeaturizerInput))] method Create (line 588) | private static IDataScorerTransform Create(IHostEnvironment env, method Create (line 595) | private static ISchemaBindableMapper Create(IHostEnvironment env, method Create (line 606) | private static ISchemaBindableMapper Create(IHostEnvironment env, Mode... method Create (line 612) | private static IDataTransform Create(IHostEnvironment env, Arguments a... method CreateForEntryPoint (line 693) | public static IDataTransform CreateForEntryPoint(IHostEnvironment env,... method AppendFloatMapper (line 739) | private static IDataView AppendFloatMapper(IHostEnvironment en... method AppendLabelTransform (line 792) | private static IDataView AppendLabelTransform(IHostEnvironment env, IC... class TreeFeaturize (line 816) | internal static partial class TreeFeaturize method Featurizer (line 819) | [TlcModule.EntryPoint(Name = "Transforms.TreeLeafFeaturizer", FILE: src/Microsoft.ML.FastTree/TreeTrainersCatalog.cs class TreeExtensions (line 16) | public static class TreeExtensions method FastTree (line 36) | public static FastTreeRegressionTrainer FastTree(this RegressionCatalo... method FastTree (line 62) | public static FastTreeRegressionTrainer FastTree(this RegressionCatalo... method FastTree (line 90) | public static FastTreeBinaryTrainer FastTree(this BinaryClassification... method FastTree (line 116) | public static FastTreeBinaryTrainer FastTree(this BinaryClassification... method FastTree (line 145) | public static FastTreeRankingTrainer FastTree(this RankingCatalog.Rank... method FastTree (line 172) | public static FastTreeRankingTrainer FastTree(this RankingCatalog.Rank... method Gam (line 199) | public static GamBinaryTrainer Gam(this BinaryClassificationCatalog.Bi... method Gam (line 224) | public static GamBinaryTrainer Gam(this BinaryClassificationCatalog.Bi... method Gam (line 249) | public static GamRegressionTrainer Gam(this RegressionCatalog.Regressi... method Gam (line 274) | public static GamRegressionTrainer Gam(this RegressionCatalog.Regressi... method FastTreeTweedie (line 300) | public static FastTreeTweedieTrainer FastTreeTweedie(this RegressionCa... method FastTreeTweedie (line 326) | public static FastTreeTweedieTrainer FastTreeTweedie(this RegressionCa... method FastForest (line 353) | public static FastForestRegressionTrainer FastForest(this RegressionCa... method FastForest (line 378) | public static FastForestRegressionTrainer FastForest(this RegressionCa... method FastForest (line 405) | public static FastForestBinaryTrainer FastForest(this BinaryClassifica... method FastForest (line 430) | public static FastForestBinaryTrainer FastForest(this BinaryClassifica... method FeaturizeByPretrainTreeEnsemble (line 453) | public static PretrainedTreeFeaturizationEstimator FeaturizeByPretrain... method FeaturizeByFastForestRegression (line 474) | public static FastForestRegressionFeaturizationEstimator FeaturizeByFa... method FeaturizeByFastTreeRegression (line 495) | public static FastTreeRegressionFeaturizationEstimator FeaturizeByFast... method FeaturizeByFastForestBinary (line 516) | public static FastForestBinaryFeaturizationEstimator FeaturizeByFastFo... method FeaturizeByFastTreeBinary (line 537) | public static FastTreeBinaryFeaturizationEstimator FeaturizeByFastTree... method FeaturizeByFastTreeRanking (line 558) | public static FastTreeRankingFeaturizationEstimator FeaturizeByFastTre... method FeaturizeByFastTreeTweedie (line 579) | public static FastTreeTweedieFeaturizationEstimator FeaturizeByFastTre... FILE: src/Microsoft.ML.FastTree/Utils/Algorithms.cs class Algorithms (line 11) | internal static class Algorithms method FindFirstGE (line 19) | public static int FindFirstGE(T[] array, T val) where T : IComparable method FindLastLE (line 58) | public static int FindLastLE(T[] array, T val) where T : IComparable method TopK (line 100) | public static int TopK(T[] array, int offset, int length, T[] topK,... method Min (line 128) | public static T Min(T[] array, out int argmin) where T : IComparable method MergeSortedUniqued (line 149) | public static T[] MergeSortedUniqued(T[][] arrays) where T : ICompa... method MergeSortedUniqued (line 170) | private static int MergeSortedUniqued(int[] begins, int fromArray, ... method MergeSortedUniqued (line 193) | public static int MergeSortedUniqued(T[] input1, int begin1, int en... FILE: src/Microsoft.ML.FastTree/Utils/BlockingThreadPool.cs class BlockingThreadPool (line 16) | internal static class BlockingThreadPool method Initialize (line 29) | public static void Initialize(int numThreads) FILE: src/Microsoft.ML.FastTree/Utils/BufferPoolManager.cs class BufferPoolManager (line 19) | internal static class BufferPoolManager method TakeBuffer (line 38) | public static T[] TakeBuffer(int size) method ReturnBuffer (line 75) | public static void ReturnBuffer(ref T[] buffer) method ReleaseAllAvailableBuffers (line 110) | public static void ReleaseAllAvailableBuffers(Type type) method ReleaseAllAvailableBuffers (line 126) | public static void ReleaseAllAvailableBuffers() method InitializeBufferPool (line 138) | private static void InitializeBufferPool() method InitializeBufferPool (line 147) | private static void InitializeBufferPool(Type type) FILE: src/Microsoft.ML.FastTree/Utils/CompressUtils.cs type BufferBlock (line 12) | internal struct BufferBlock method BlockLoader (line 19) | public static IEnumerable BlockLoader(Func BlockSplitter(byte[] buffer, in... class CompressUtil (line 102) | internal static class CompressUtil method Compress (line 104) | public static byte[] Compress(byte[] uncompressed, int offset, int len... method DeCompress (line 115) | public static IEnumerable DeCompress(byte[] compressed) FILE: src/Microsoft.ML.FastTree/Utils/FastTreeIniFileUtils.cs class FastTreeIniFileUtils (line 13) | internal static class FastTreeIniFileUtils method TreeEnsembleToIni (line 15) | public static string TreeEnsembleToIni( method AddCalibrationToIni (line 31) | private static string AddCalibrationToIni(IHost host, string ini, ICal... FILE: src/Microsoft.ML.FastTree/Utils/LinqExtensions.cs class LinqExtensions (line 11) | internal static class LinqExtensions method ArgMin (line 13) | public static int ArgMin(this T[] arr) where T : IComparable method ArgMax (line 26) | public static int ArgMax(this ReadOnlySpan span) where T : IComp... method ArgMin (line 39) | public static int ArgMin(this T[] arr, int prefix) where T : ICompa... method ArgMax (line 53) | public static int ArgMax(this T[] arr, int prefix) where T : ICompa... method ArgMax (line 67) | public static int ArgMax(this IEnumerable e) where T : IComparab... method ArgMaxRand (line 84) | public static int ArgMaxRand(this IEnumerable e, Random rnd, dou... method ArgMax (line 101) | public static int ArgMax(this IEnumerable e, int prefix) where T... method ArgMaxRand (line 124) | public static int ArgMaxRand(this IEnumerable e, int prefix, Ran... method ArgMin (line 147) | public static int ArgMin(this IEnumerable e) where T : IComparab... method ArgMin (line 164) | public static int ArgMin(this IEnumerable e, int prefix) where T... method ToArray (line 189) | public static T[] ToArray(this IEnumerable me, int length) method CumulativeSum (line 206) | public static IEnumerable CumulativeSum(this IEnumerable s) method MergeSortedList (line 218) | public static IEnumerable MergeSortedList(this IEnumerable s1... method SoftArgMax (line 251) | public static int SoftArgMax(this IEnumerable values, Random r... FILE: src/Microsoft.ML.FastTree/Utils/MappedObjectPool.cs class MappedObjectPool (line 13) | internal class MappedObjectPool where T : class method MappedObjectPool (line 26) | public MappedObjectPool(T[] pool, int maxIndex) method Get (line 42) | public bool Get(int index, out T obj) method Steal (line 68) | public void Steal(int fromIndex, int toIndex) method Reset (line 82) | public void Reset() FILE: src/Microsoft.ML.FastTree/Utils/PseudorandomFunction.cs class PseudorandomFunction (line 15) | internal sealed class PseudorandomFunction method PseudorandomFunction (line 20) | public PseudorandomFunction(Random rand) method Apply (line 25) | public int Apply(ulong seed) FILE: src/Microsoft.ML.FastTree/Utils/RegressionTreeBaseUtils.cs class RegressionTreeBaseUtils (line 14) | internal class RegressionTreeBaseUtils method RegressionTreeEnsembleAsIDataView (line 23) | public static IDataView RegressionTreeEnsembleAsIDataView(IHost host, ... FILE: src/Microsoft.ML.FastTree/Utils/StreamExtensions.cs class StreamExtensions (line 11) | internal static class StreamExtensions class UndisposableStream (line 16) | private sealed class UndisposableStream : Stream method UndisposableStream (line 30) | public UndisposableStream(Stream inner) method Flush (line 35) | public override void Flush() method Read (line 42) | public override int Read(byte[] buffer, int offset, int count) method Seek (line 47) | public override long Seek(long offset, SeekOrigin origin) method SetLength (line 52) | public override void SetLength(long value) method Write (line 57) | public override void Write(byte[] buffer, int offset, int count) method ReadCompressed (line 68) | public static byte[] ReadCompressed(this Stream stream) method WriteCompressed (line 85) | public static void WriteCompressed(this Stream stream, byte[] array, i... method WriteCompressed (line 103) | public static void WriteCompressed(this Stream stream, byte[] array) FILE: src/Microsoft.ML.FastTree/Utils/ThreadTaskManager.cs class ThreadTaskManager (line 13) | internal static class ThreadTaskManager method Initialize (line 20) | public static void Initialize(int numThreads) class ThreadTask (line 34) | private class ThreadTask : IThreadTask method ThreadTask (line 39) | public ThreadTask(int num, IEnumerable actions) method RunTask (line 45) | public void RunTask() method MakeTask (line 68) | public static IThreadTask MakeTask(IEnumerable subTasks) method MakeTask (line 79) | public static IThreadTask MakeTask(Action subTaskAction, int maxA... type IThreadTask (line 91) | internal interface IThreadTask method RunTask (line 93) | void RunTask(); FILE: src/Microsoft.ML.FastTree/Utils/Timer.cs type TimerEvent (line 13) | internal enum TimerEvent type CountEvent (line 99) | internal enum CountEvent class Timer (line 117) | internal static class Timer class TimerState (line 121) | private sealed class TimerState method TimerState (line 129) | public TimerState() method ToString (line 151) | public override string ToString() method GetTicks (line 190) | internal static long GetTicks(TimerEvent e) method GetCounts (line 195) | public static long GetCounts(CountEvent e) method EnsureValid (line 200) | private static void EnsureValid() method Time (line 211) | public static TimedEvent Time(TimerEvent e) method Count (line 217) | public static void Count(long counts, CountEvent e) class TimedEvent (line 225) | public sealed class TimedEvent : IDisposable method TimedEvent (line 230) | public TimedEvent(long ticks, TimerEvent evt) method Dispose (line 238) | void IDisposable.Dispose() method GetString (line 251) | public static string GetString() FILE: src/Microsoft.ML.FastTree/Utils/ToByteArrayExtensions.cs class ToByteArrayExtensions (line 22) | internal static class ToByteArrayExtensions method SizeInBytes (line 26) | public static int SizeInBytes(this byte a) method ToByteArray (line 31) | public static void ToByteArray(this byte a, byte[] buffer, ref int pos... method ToByte (line 37) | public static byte ToByte(this byte[] buffer, ref int position) method SizeInBytes (line 46) | public static int SizeInBytes(this short a) method ToByteArray (line 51) | public static void ToByteArray(this short a, byte[] buffer, ref int po... method ToShort (line 59) | public static short ToShort(this byte[] buffer, ref int position) method SizeInBytes (line 68) | public static int SizeInBytes(this ushort a) method ToByteArray (line 73) | public static void ToByteArray(this ushort a, byte[] buffer, ref int p... method ToUShort (line 81) | public static ushort ToUShort(this byte[] buffer, ref int position) method SizeInBytes (line 90) | public static int SizeInBytes(this int a) method ToByteArray (line 95) | public static void ToByteArray(this int a, byte[] buffer, ref int posi... method ToInt (line 103) | public static int ToInt(this byte[] buffer, ref int position) method SizeInBytes (line 112) | public static int SizeInBytes(this uint a) method ToByteArray (line 117) | public static void ToByteArray(this uint a, byte[] buffer, ref int pos... method ToUInt (line 125) | public static uint ToUInt(this byte[] buffer, ref int position) method SizeInBytes (line 134) | public static int SizeInBytes(this long a) method ToByteArray (line 139) | public static void ToByteArray(this long a, byte[] buffer, ref int pos... method ToLong (line 147) | public static long ToLong(this byte[] buffer, ref int position) method SizeInBytes (line 156) | public static int SizeInBytes(this ulong a) method ToByteArray (line 161) | public static void ToByteArray(this ulong a, byte[] buffer, ref int po... method ToULong (line 169) | public static ulong ToULong(this byte[] buffer, ref int position) method SizeInBytes (line 178) | public static int SizeInBytes(this float a) method ToByteArray (line 183) | public static void ToByteArray(this float a, byte[] buffer, ref int po... method ToFloat (line 191) | public static float ToFloat(this byte[] buffer, ref int position) method SizeInBytes (line 200) | public static int SizeInBytes(this double a) method ToByteArray (line 205) | public static void ToByteArray(this double a, byte[] buffer, ref int p... method ToDouble (line 213) | public static double ToDouble(this byte[] buffer, ref int position) method SizeInBytes (line 222) | public static int SizeInBytes(this string a) method ToByteArray (line 227) | public static void ToByteArray(this string a, byte[] buffer, ref int p... method ToByteArray (line 235) | public static byte[] ToByteArray(this string a) method ToString (line 245) | public static string ToString(this byte[] buffer, ref int position) method SizeInBytes (line 255) | public static int SizeInBytes(this byte[] a) method ToByteArray (line 260) | public static void ToByteArray(this byte[] a, byte[] buffer, ref int p... method ToByteArray (line 267) | public static byte[] ToByteArray(this byte[] buffer, ref int position) method SizeInBytes (line 279) | public static int SizeInBytes(this short[] a) method ToByteArray (line 284) | public static void ToByteArray(this short[] a, byte[] buffer, ref int ... method ToShortArray (line 297) | public static short[] ToShortArray(this byte[] buffer, ref int position) method SizeInBytes (line 312) | public static int SizeInBytes(this ushort[] a) method ToByteArray (line 317) | public static void ToByteArray(this ushort[] a, byte[] buffer, ref int... method ToUShortArray (line 330) | public static ushort[] ToUShortArray(this byte[] buffer, ref int posit... method SizeInBytes (line 345) | public static int SizeInBytes(this int[] array) method ToByteArray (line 350) | public static void ToByteArray(this int[] a, byte[] buffer, ref int po... method ToIntArray (line 363) | public static int[] ToIntArray(this byte[] buffer, ref int position) method ToIntArray (line 366) | public static int[] ToIntArray(this byte[] buffer, ref int position, i... method SizeInBytes (line 383) | public static int SizeInBytes(this uint[] array) method ToByteArray (line 388) | public static void ToByteArray(this uint[] a, byte[] buffer, ref int p... method ToUIntArray (line 401) | public static uint[] ToUIntArray(this byte[] buffer, ref int position) method SizeInBytes (line 416) | public static int SizeInBytes(this long[] array) method ToByteArray (line 421) | public static void ToByteArray(this long[] a, byte[] buffer, ref int p... method ToLongArray (line 434) | public static long[] ToLongArray(this byte[] buffer, ref int position) method SizeInBytes (line 449) | public static int SizeInBytes(this ulong[] array) method ToByteArray (line 454) | public static void ToByteArray(this ulong[] a, byte[] buffer, ref int ... method ToULongArray (line 467) | public static ulong[] ToULongArray(this byte[] buffer, ref int position) method SizeInBytes (line 482) | public static int SizeInBytes(this float[] array) method ToByteArray (line 487) | public static void ToByteArray(this float[] a, byte[] buffer, ref int ... method ToFloatArray (line 500) | public static float[] ToFloatArray(this byte[] buffer, ref int position) method SizeInBytes (line 515) | public static int SizeInBytes(this double[] array) method ToByteArray (line 520) | public static void ToByteArray(this double[] a, byte[] buffer, ref int... method ToDoubleArray (line 533) | public static double[] ToDoubleArray(this byte[] buffer, ref int posit... method SizeInBytes (line 548) | public static int SizeInBytes(this double[][] array) method ToByteArray (line 555) | public static void ToByteArray(this double[][] a, byte[] buffer, ref i... method ToDoubleJaggedArray (line 564) | public static double[][] ToDoubleJaggedArray(this byte[] buffer, ref i... method SizeInBytes (line 577) | public static long SizeInBytes(this string[] array) method ToByteArray (line 587) | public static void ToByteArray(this string[] a, byte[] buffer, ref int... method ToStringArray (line 596) | public static string[] ToStringArray(this byte[] buffer, ref int posit... FILE: src/Microsoft.ML.FastTree/Utils/VectorUtils.cs class VectorUtils (line 10) | [BestFriend] method GetVectorSize (line 13) | public static double GetVectorSize(double[] vector) method NormalizeVectorSize (line 21) | public static void NormalizeVectorSize(double[] vector) method CenterVector (line 31) | public static void CenterVector(double[] vector) method NormalizeVector (line 41) | public static void NormalizeVector(double[] vector) method NormalizeVector (line 49) | public static void NormalizeVector(double[] vector, double mean, doubl... method GetDotProduct (line 57) | public static double GetDotProduct(double[] vector1, double[] vector2) method GetDotProduct (line 62) | public static double GetDotProduct(float[] vector1, float[] vector2) method GetDotProduct (line 67) | public static unsafe double GetDotProduct(double[] vector1, double[] v... method GetDotProduct (line 84) | public static unsafe double GetDotProduct(float[] vector1, float[] vec... method GetMean (line 101) | public static double GetMean(double[] vector) method GetMean (line 111) | public static double GetMean(float[] vector) method GetStandardDeviation (line 121) | public static double GetStandardDeviation(double[] vector) method GetStandardDeviation (line 126) | public static double GetStandardDeviation(double[] vector, double mean) method GetIndexOfMax (line 138) | public static int GetIndexOfMax(double[] vector) method SubtractInPlace (line 154) | public static unsafe void SubtractInPlace(double[] vector1, double[] v... method Subtract (line 170) | public static unsafe double[] Subtract(double[] vector1, double[] vect... method AddInPlace (line 190) | public static unsafe void AddInPlace(double[] vector1, double[] vector2) method MutiplyInPlace (line 207) | public static void MutiplyInPlace(double[] vector, double val) method DivideInPlace (line 216) | public static void DivideInPlace(double[] vector, double val) method DivideInPlace (line 225) | public static void DivideInPlace(float[] vector, float val) method GetEuclideanDistance (line 233) | public static unsafe double GetEuclideanDistance(double[] vector1, dou... method AllocateDoubleMatrix (line 253) | public static double[][] AllocateDoubleMatrix(int m, int n) method ToString (line 263) | public static string ToString(double[] vector) FILE: src/Microsoft.ML.GenAI.Core/CausalLMPipelineChatClient.cs class CausalLMPipelineChatClient (line 17) | public abstract class CausalLMPipelineChatClient GetResponseAsync(IEnumerable GetStreaming... method Dispose (line 81) | public virtual void Dispose() method GetService (line 85) | public virtual object? GetService(Type serviceType, object? serviceKey... FILE: src/Microsoft.ML.GenAI.Core/Extension/ModuleExtension.cs class ModuleExtension (line 14) | public static class ModuleExtension method GetSizeInBytes (line 16) | public static long GetSizeInBytes(this nn.Module model) method GetSizeForEachDynamicLayerInBytes (line 28) | public static Dictionary GetSizeForEachDynamicLayerInByt... method ToInt8QuantizeModule (line 64) | public static void ToInt8QuantizeModule( method ToInt4QuantizeModule (line 93) | public static void ToInt4QuantizeModule( method ToDynamicLoadingModel (line 117) | public static T ToDynamicLoadingModel( method InferDeviceMapForEachLayer (line 169) | public static Dictionary InferDeviceMapForEachLayer( method InferDeviceMapForEachLayer (line 211) | public static Dictionary InferDeviceMapForEachLayer( method Peek (line 251) | internal static string Peek(this nn.Module model) method PeekShape (line 269) | internal static string PeekShape(this nn.Module model) FILE: src/Microsoft.ML.GenAI.Core/Extension/TensorExtension.cs class TensorExtension (line 10) | internal static class TensorExtension method Peek (line 12) | public static string Peek(this Tensor tensor, string id, int n = 10) FILE: src/Microsoft.ML.GenAI.Core/Module/Attention.cs class AttentionInput (line 19) | internal class AttentionInput method AttentionInput (line 21) | public AttentionInput( class AttentionOutput (line 49) | internal class AttentionOutput method AttentionOutput (line 51) | public AttentionOutput( class Attention (line 68) | internal class Attention : nn.Module method Attention (line 87) | public Attention( method forward (line 129) | public override AttentionOutput forward(AttentionInput input) FILE: src/Microsoft.ML.GenAI.Core/Module/DynamicLoadingModule.cs class DynamicLoadingModule (line 15) | public class DynamicLoadingModule : torch.nn.Module CreateFromModel(T m... method forward (line 37) | public override TResult forward(T1 input) FILE: src/Microsoft.ML.GenAI.Core/Module/GenAILinear.cs class GenAILinear (line 10) | internal class GenAILinear : nn.Module method GenAILinear (line 19) | public GenAILinear(int inFeatures, int outFeatures, bool hasBias = tru... method forward (line 36) | public override Tensor forward(Tensor input) FILE: src/Microsoft.ML.GenAI.Core/Module/IDynamicLoadModule.cs type IDynamicLoadModule (line 14) | public interface IDynamicLoadModule FILE: src/Microsoft.ML.GenAI.Core/Module/IQuantizeModule.cs type IQuantizeModule (line 7) | public interface IQuantizeModule method Int8 (line 9) | public void Int8(); method Int4 (line 11) | public void Int4(); FILE: src/Microsoft.ML.GenAI.Core/Module/NewGELUActivation.cs class NewGELUActivation (line 11) | internal class NewGELUActivation : torch.nn.Module method NewGELUActivation (line 14) | public NewGELUActivation() method forward (line 19) | public override Tensor forward(Tensor input) FILE: src/Microsoft.ML.GenAI.Core/Module/QuantizedLinear.cs class QuantizedLinear (line 10) | internal class QuantizedLinear : GenAILinear, IQuantizeModule method QuantizedLinear (line 12) | public QuantizedLinear(int inFeatures, int outFeatures, bool hasBias =... method Int8 (line 17) | public void Int8() method forward (line 79) | public override Tensor forward(Tensor input) method Int4 (line 138) | public void Int4() FILE: src/Microsoft.ML.GenAI.Core/Module/RMSNorm.cs class RMSNorm (line 17) | internal class RMSNorm : torch.nn.Module method RMSNorm (line 26) | public RMSNorm( method Norm (line 39) | private Tensor Norm(Tensor x) method forward (line 48) | public override Tensor forward(Tensor input) FILE: src/Microsoft.ML.GenAI.Core/Module/RotaryEmbedding.cs class RopeScalingConfig (line 12) | public class RopeScalingConfig method RopeScalingConfig (line 14) | public RopeScalingConfig() class RotaryEmbeddingInput (line 40) | internal class RotaryEmbeddingInput method RotaryEmbeddingInput (line 42) | public RotaryEmbeddingInput(Tensor input, Tensor positionIds, int? seq... class RotaryEmbeddingOutput (line 56) | internal class RotaryEmbeddingOutput method RotaryEmbeddingOutput (line 58) | public RotaryEmbeddingOutput(Tensor cos, Tensor sin) class RotaryEmbedding (line 70) | internal class RotaryEmbedding : nn.Module< method RotaryEmbedding (line 78) | public RotaryEmbedding(double baseValue, int maxPositionEmbeddings, in... method RotaryEmbedding (line 83) | public RotaryEmbedding(double baseValue, int dim, RopeScalingConfig co... method forward (line 104) | public override RotaryEmbeddingOutput forward(RotaryEmbeddingInput input) FILE: src/Microsoft.ML.GenAI.Core/Pipeline/CausalLMModelInput.cs class CausalLMModelInput (line 9) | public class CausalLMModelInput class Defaults (line 11) | internal static class Defaults method CausalLMModelInput (line 22) | public CausalLMModelInput( FILE: src/Microsoft.ML.GenAI.Core/Pipeline/CausalLMModelOutput.cs class CausalLMModelOutput (line 9) | public class CausalLMModelOutput class Defaults (line 11) | internal static class Defaults method CausalLMModelOutput (line 19) | public CausalLMModelOutput( FILE: src/Microsoft.ML.GenAI.Core/Pipeline/CausalLMPipeline.cs type ICausalLMPipeline (line 17) | public interface ICausalLMPipeline : ICausal... method Generate (line 32) | string Generate( method GenerateEmbeddingFromLastTokenPool (line 42) | float[] GenerateEmbeddingFromLastTokenPool(string prompt); method GenerateStreaming (line 44) | IEnumerable GenerateStreaming( method Generate (line 51) | (Tensor, Tensor) Generate( method GenerateStreaming (line 59) | IEnumerable<(Tensor, Tensor)> GenerateStreaming( type ICausalLMPipeline (line 26) | public interface ICausalLMPipeline method Generate (line 32) | string Generate( method GenerateEmbeddingFromLastTokenPool (line 42) | float[] GenerateEmbeddingFromLastTokenPool(string prompt); method GenerateStreaming (line 44) | IEnumerable GenerateStreaming( method Generate (line 51) | (Tensor, Tensor) Generate( method GenerateStreaming (line 59) | IEnumerable<(Tensor, Tensor)> GenerateStreaming( class CausalLMPipeline (line 68) | public class CausalLMPipeline : CausalLMPipeline, IC... method CausalLMPipeline (line 72) | public CausalLMPipeline( class Defaults (line 87) | internal static class Defaults method CausalLMPipeline (line 96) | public CausalLMPipeline( method CausalLMPipeline (line 109) | private protected CausalLMPipeline() method GenerateStreaming (line 122) | public IEnumerable<( method Generate (line 192) | public virtual ( method Generate (line 221) | public virtual string Generate( method GenerateStreaming (line 239) | public virtual IEnumerable GenerateStreaming( method SampleTopP (line 292) | protected torch.Tensor SampleTopP(torch.Tensor logits, float topP) method GenerateEmbeddingFromLastTokenPool (line 304) | public float[] GenerateEmbeddingFromLastTokenPool(string prompt) class CausalLMPipeline (line 85) | public class CausalLMPipeline : ICausalLMPipeline method CausalLMPipeline (line 72) | public CausalLMPipeline( class Defaults (line 87) | internal static class Defaults method CausalLMPipeline (line 96) | public CausalLMPipeline( method CausalLMPipeline (line 109) | private protected CausalLMPipeline() method GenerateStreaming (line 122) | public IEnumerable<( method Generate (line 192) | public virtual ( method Generate (line 221) | public virtual string Generate( method GenerateStreaming (line 239) | public virtual IEnumerable GenerateStreaming( method SampleTopP (line 292) | protected torch.Tensor SampleTopP(torch.Tensor logits, float topP) method GenerateEmbeddingFromLastTokenPool (line 304) | public float[] GenerateEmbeddingFromLastTokenPool(string prompt) FILE: src/Microsoft.ML.GenAI.Core/Trainer/CausalLMDataset.cs class CausalLMDataset (line 17) | public class CausalLMDataset : IEnumerable method CausalLMDataset (line 21) | private CausalLMDataset(IEnumerable data) method Create (line 26) | public static CausalLMDataset Create(IEnumerable inputs, IEnum... method Create (line 70) | public static CausalLMDataset Create(IEnumerable> i... method Create (line 84) | public static CausalLMDataset Create(IReadOnlyList inputIds, IRea... method GetEnumerator (line 103) | public IEnumerator GetEnumerator() method GetEnumerator (line 108) | IEnumerator IEnumerable.GetEnumerator() FILE: src/Microsoft.ML.GenAI.Core/Trainer/CausalLMSupervisedFineTuningTrainer.cs class CausalLMSupervisedFineTuningTrainer (line 16) | public class CausalLMSupervisedFineTuningTrainer method CausalLMSupervisedFineTuningTrainer (line 21) | public CausalLMSupervisedFineTuningTrainer(ICausalLMPipeline pipeline,... method TrainAsync (line 28) | public async IAsyncEnumerable TrainAsync( class Option (line 87) | public class Option method Option (line 89) | public Option() FILE: src/Microsoft.ML.GenAI.Core/Utility/AttentionMaskConverter.cs class AttentionMaskConverter (line 14) | public class AttentionMaskConverter method AttentionMaskConverter (line 19) | public AttentionMaskConverter(bool isCausal, int? slidingWindow) method To4D (line 35) | public Tensor To4D( method ToCausal4D (line 71) | public Tensor? ToCausal4D( method MakeCausalMask (line 97) | public static Tensor MakeCausalMask( method Create4DCausalAttentionMask (line 140) | public static Tensor? Create4DCausalAttentionMask( method ExpandMask (line 164) | public static Tensor ExpandMask( FILE: src/Microsoft.ML.GenAI.Core/Utility/Cache.cs type IKVCache (line 15) | public interface IKVCache : IDictionary, IDisposable method UpdateKVCache (line 17) | public (Tensor, Tensor) UpdateKVCache(Tensor key, Tensor value, int la... method GetSeqLen (line 19) | public int GetSeqLen(int layerIndex = 0); method GetMaxLength (line 21) | public int? GetMaxLength(); method GetUsableLength (line 23) | public int GetUsableLength(int newSeqLen, int layerIndex = 0); class DynamicKVCache (line 26) | public class DynamicKVCache : Dictionary, IKVCache method DynamicKVCache (line 29) | public DynamicKVCache() method UpdateKVCache (line 33) | public (Tensor, Tensor) UpdateKVCache(Tensor key, Tensor value, int la... method GetSeqLen (line 57) | public int GetSeqLen(int layerIndex = 0) method GetMaxLength (line 67) | public int? GetMaxLength() method GetUsableLength (line 72) | public int GetUsableLength(int newSeqLen, int layerIndex = 0) method Dispose (line 85) | public void Dispose() FILE: src/Microsoft.ML.GenAI.Core/Utility/IChatTemplateBuilder.cs type ISemanticKernelChatTemplateBuilder (line 16) | public interface ISemanticKernelChatTemplateBuilder method BuildPrompt (line 18) | string BuildPrompt(ChatHistory chatHistory); type IAutoGenChatTemplateBuilder (line 21) | public interface IAutoGenChatTemplateBuilder method BuildPrompt (line 23) | string BuildPrompt(IEnumerable messages, IEnumerable messages, ChatOptions? opt... type IChatTemplateBuilder (line 38) | public interface IChatTemplateBuilder : IAutoGenChatTemplateBuilder, ISe... FILE: src/Microsoft.ML.GenAI.Core/Utils.cs class Utils (line 18) | public static class Utils method ApplyRotaryEmbeddings (line 20) | public static Tensor ApplyRotaryEmbeddings(Tensor input, Tensor freqsC... method PrecomputeThetaPosFrequencies (line 48) | public static Tensor PrecomputeThetaPosFrequencies(int headDim, int se... method RotateHalf (line 83) | public static Tensor RotateHalf(Tensor x) method ApplyRotaryPosEmb (line 91) | public static (Tensor, Tensor) ApplyRotaryPosEmb(Tensor q, Tensor k, T... method GetActivation (line 120) | public static Module GetActivation(string actFn) method Phi2RepeatKV (line 134) | public static Tensor Phi2RepeatKV(Tensor x, int nRep) method RepeatKV (line 150) | public static Tensor RepeatKV(Tensor x, int nRep) method GetEmbeddedResource (line 166) | internal static string GetEmbeddedResource(string resourceName) FILE: src/Microsoft.ML.GenAI.LLaMA/Llama3CausalLMChatClient.cs class Llama3CausalLMChatClient (line 12) | public class Llama3CausalLMChatClient : CausalLMPipelineChatClient GetResponseAsync( method GetStreamingResponseAsync (line 46) | public override IAsyncEnumerable GetStreamingRespo... FILE: src/Microsoft.ML.GenAI.LLaMA/Llama3_1ChatTemplateBuilder.cs class Llama3_1ChatTemplateBuilder (line 15) | public class Llama3_1ChatTemplateBuilder : IChatTemplateBuilder, IMEAICh... method BuildPrompt (line 20) | public string BuildPrompt(IEnumerable messages, IEnumerable<... method BuildPrompt (line 57) | public string BuildPrompt(ChatHistory chatHistory) method BuildPrompt (line 91) | public string BuildPrompt(IEnumerable messages, ChatOptio... FILE: src/Microsoft.ML.GenAI.LLaMA/LlamaCausalLMAgent.cs class LlamaCausalLMAgent (line 12) | public class LlamaCausalLMAgent : IStreamingAgent method LlamaCausalLMAgent (line 26) | public LlamaCausalLMAgent( method GenerateReplyAsync (line 40) | public Task GenerateReplyAsync(IEnumerable message... method GenerateStreamingReplyAsync (line 63) | public async IAsyncEnumerable GenerateStreamingReplyAsync( FILE: src/Microsoft.ML.GenAI.LLaMA/LlamaChatCompletionService.cs class LlamaChatCompletionService (line 13) | public class LlamaChatCompletionService : IChatCompletionService method LlamaChatCompletionService (line 24) | public LlamaChatCompletionService(ICausalLMPipeline> GetChatMessageCon... method GetStreamingChatMessageContentsAsync (line 41) | public async IAsyncEnumerable GetStreamin... FILE: src/Microsoft.ML.GenAI.LLaMA/LlamaConfig.cs class LlamaConfig (line 17) | public class LlamaConfig method LlamaConfig (line 19) | public LlamaConfig() method LlamaConfig (line 42) | static LlamaConfig() FILE: src/Microsoft.ML.GenAI.LLaMA/LlamaForCausalLM.cs class LlamaForCausalLM (line 17) | public class LlamaForCausalLM : nn.Module GetStreamingTextCo... method GetTextContentsAsync (line 61) | public Task> GetTextContentsAsync(string pr... FILE: src/Microsoft.ML.GenAI.LLaMA/LlamaTokenizerHelper.cs class LlamaTokenizerHelper (line 16) | public class LlamaTokenizerHelper method FromPretrained (line 47) | public static TiktokenTokenizer FromPretrained( FILE: src/Microsoft.ML.GenAI.LLaMA/Module/LlamaDecoderLayer.cs class DecoderLayerInput (line 16) | internal class DecoderLayerInput method DecoderLayerInput (line 18) | public DecoderLayerInput( class DecoderLayerOutput (line 47) | internal class DecoderLayerOutput method DecoderLayerOutput (line 49) | public DecoderLayerOutput( class LlamaDecoderLayer (line 65) | internal class LlamaDecoderLayer : nn.Module method LlamaMLP (line 32) | public LlamaMLP(LlamaConfig config) method forward (line 48) | public override Tensor forward(Tensor input) FILE: src/Microsoft.ML.GenAI.LLaMA/Module/LlamaModel.cs class LlamaModel (line 12) | internal class LlamaModel : nn.Module GenerateReplyAsync(IEnumerable message... method GenerateStreamingReplyAsync (line 73) | public async IAsyncEnumerable GenerateStreamingReplyAsync( class MistralToolCall (line 134) | private class MistralToolCall method ParseAsToolCallMessage (line 143) | private ToolCallMessage ParseAsToolCallMessage(string content) method GenerateToolCallId (line 159) | private string GenerateToolCallId(int length = 9) FILE: src/Microsoft.ML.GenAI.Mistral/MistralConfig.cs class MistralConfig (line 12) | public class MistralConfig method MistralConfig (line 14) | public MistralConfig() method MistralConfig (line 38) | static MistralConfig() FILE: src/Microsoft.ML.GenAI.Mistral/MistralDecoderLayer.cs class DecoderLayerInput (line 10) | internal class DecoderLayerInput method DecoderLayerInput (line 12) | public DecoderLayerInput( class DecoderLayerOutput (line 41) | internal class DecoderLayerOutput method DecoderLayerOutput (line 43) | public DecoderLayerOutput( class MistralDecoderLayer (line 59) | internal class MistralDecoderLayer : nn.Module method MistralMLP (line 23) | public MistralMLP(MistralConfig config) method forward (line 37) | public override Tensor forward(Tensor input) FILE: src/Microsoft.ML.GenAI.Mistral/MistralModel.cs class MistralModel (line 12) | public class MistralModel : nn.Module messages, IEnumerable<... method BuildPrompt (line 107) | public string BuildPrompt(ChatHistory chatHistory) method BuildFromToolCallMessage (line 112) | private string BuildFromToolCallMessage(ToolCallMessage message) method BuildFromToolCallResultMessage (line 135) | private string BuildFromToolCallResultMessage(ToolCallResultMessage me... method BuildFromAggregrateToolCallMessage (line 157) | private string BuildFromAggregrateToolCallMessage(ToolCallAggregateMes... method BuildJsonSchemaFromFunctionContract (line 168) | private JsonSchema BuildJsonSchemaFromFunctionContract(FunctionContrac... FILE: src/Microsoft.ML.GenAI.Phi/Extension/SemanticKernelExtension.cs class SemanticKernelExtension (line 14) | public static class SemanticKernelExtension method AddGenAIChatCompletion (line 16) | public static IKernelBuilder AddGenAIChatCompletion( method AddGenAITextGeneration (line 25) | public static IKernelBuilder AddGenAITextGeneration( FILE: src/Microsoft.ML.GenAI.Phi/Module/Phi2Attention.cs class Phi2Attention (line 13) | internal class Phi2Attention : nn.Module< method Phi2Attention (line 55) | public Phi2Attention(Phi2Config config, int? layerIdx = null, int maxB... method forward (line 93) | public override (Tensor, Tensor?, Tensor?) forward( FILE: src/Microsoft.ML.GenAI.Phi/Module/Phi2DecoderLayer.cs class Phi2DecoderLayer (line 11) | public class Phi2DecoderLayer : nn.Module< method Phi2DecoderLayer (line 33) | public Phi2DecoderLayer(Phi2Config config, int? layerIdx = null) method forward (line 44) | public override (Tensor, Tensor?, Tensor?) forward( FILE: src/Microsoft.ML.GenAI.Phi/Module/Phi2MLP.cs class Phi2MLP (line 13) | internal class Phi2MLP : torch.nn.Module method Phi2MLP (line 22) | public Phi2MLP(Phi2Config config) method forward (line 31) | public override Tensor forward(Tensor input) FILE: src/Microsoft.ML.GenAI.Phi/Module/Phi2Model.cs class Phi2Model (line 12) | internal class Phi2Model : nn.Module< method Phi2Model (line 37) | public Phi2Model(Phi2Config config) method forward (line 51) | public override (Tensor, Tensor?, Tensor?) forward( method Prepare4DCausalAttentionMask (line 103) | private Tensor Prepare4DCausalAttentionMask( method ExpandMask (line 120) | private Tensor ExpandMask( method MakeCausalAttentionMask (line 135) | private Tensor MakeCausalAttentionMask( FILE: src/Microsoft.ML.GenAI.Phi/Module/Phi2RotaryEmbedding.cs class Phi2RotaryEmbedding (line 10) | internal class Phi2RotaryEmbedding : nn.Module< method Phi2RotaryEmbedding (line 22) | public Phi2RotaryEmbedding(double baseValue, int maxPositionEmbeddings... method forward (line 35) | public override (Tensor, Tensor) forward(Tensor x, int seqLen) FILE: src/Microsoft.ML.GenAI.Phi/Module/Phi3DecoderLayer.cs class Phi3DecoderLayerInput (line 17) | internal class Phi3DecoderLayerInput method Phi3DecoderLayerInput (line 19) | public Phi3DecoderLayerInput( class Phi3DecoderLayerOutput (line 48) | internal class Phi3DecoderLayerOutput method Phi3DecoderLayerOutput (line 50) | public Phi3DecoderLayerOutput( class Phi3DecoderLayer (line 67) | internal class Phi3DecoderLayer : nn.Module method Phi3MLP (line 26) | public Phi3MLP(Phi3Config config) method Phi3MLP (line 31) | public Phi3MLP(int hiddenSize, int intermediateSize, string hiddenAct,... method forward (line 41) | public override Tensor forward(Tensor input) FILE: src/Microsoft.ML.GenAI.Phi/Module/Phi3Model.cs class Phi3Model (line 13) | internal class Phi3Model : nn.Module GenerateReplyAsync(IEnumerable message... method GenerateStreamingReplyAsync (line 62) | public async IAsyncEnumerable GenerateStreamingReplyAsync( FILE: src/Microsoft.ML.GenAI.Phi/Phi3/Phi3CausalLMChatClient.cs class Phi3CausalLMChatClient (line 17) | public class Phi3CausalLMChatClient : CausalLMPipelineChatClient GetResponseAsync( method GetStreamingResponseAsync (line 51) | public override IAsyncEnumerable GetStreamingRespo... FILE: src/Microsoft.ML.GenAI.Phi/Phi3/Phi3CausalLMChatCompletionService.cs class Phi3CausalLMChatCompletionService (line 15) | public class Phi3CausalLMChatCompletionService : IChatCompletionService method Phi3CausalLMChatCompletionService (line 21) | public Phi3CausalLMChatCompletionService( method GetChatMessageContentsAsync (line 32) | public async Task> GetChatMessageCon... method GetStreamingChatMessageContentsAsync (line 43) | public async IAsyncEnumerable GetStreamin... FILE: src/Microsoft.ML.GenAI.Phi/Phi3/Phi3CausalLMTextGenerationService.cs class Phi3CausalLMTextGenerationService (line 13) | public class Phi3CausalLMTextGenerationService : ITextGenerationService method Phi3CausalLMTextGenerationService (line 17) | public Phi3CausalLMTextGenerationService( method GetTextContentsAsync (line 31) | public Task> GetTextContentsAsync(string pr... method GetStreamingTextContentsAsync (line 49) | public async IAsyncEnumerable GetStreamingTextCo... FILE: src/Microsoft.ML.GenAI.Phi/Phi3/Phi3ChatTemplateBuilder.cs class Phi3ChatTemplateBuilder (line 19) | public class Phi3ChatTemplateBuilder : IChatTemplateBuilder, IMEAIChatTe... method BuildPrompt (line 25) | public string BuildPrompt(IEnumerable messages, IEnumerable<... method BuildPrompt (line 61) | public string BuildPrompt(ChatHistory chatHistory) method BuildPrompt (line 92) | public string BuildPrompt(IEnumerable messages, ChatOptio... FILE: src/Microsoft.ML.GenAI.Phi/Phi3/Phi3ForCausalLM.cs class Phi3ForCausalLM (line 21) | public class Phi3ForCausalLM : nn.Module buf... method GetDataViewType (line 360) | private DataViewType GetDataViewType() method GetOutputColumnsCore (line 368) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... class ImageLoadingEstimator (line 401) | public sealed class ImageLoadingEstimator : TrivialEstimator> GetGetterCore(DataViewR... method ConstructTypes (line 452) | private VectorDataViewType[] ConstructTypes() class ImagePixelExtractingEstimator (line 504) | public sealed class ImagePixelExtractingEstimator : TrivialEstimator _image.Resize(ne... method ResizeWithPadding (line 314) | private SKBitmap ResizeWithPadding(int width, int height) method ResizeWithCrop (line 348) | private SKBitmap ResizeWithCrop(int width, int height, ImageResizeMode... method CloneWithGrayscale (line 414) | internal MLImage CloneWithGrayscale() method ThrowInvalidOperationExceptionIfDisposed (line 448) | private void ThrowInvalidOperationExceptionIfDisposed() type MLPixelFormat (line 460) | public enum MLPixelFormat type ImageResizeMode (line 483) | internal enum ImageResizeMode FILE: src/Microsoft.ML.ImageAnalytics/VectorToImageTransform.cs class VectorToImageConvertingTransformer (line 34) | public sealed class VectorToImageConvertingTransformer : OneToOneTransfo... class Column (line 36) | internal class Column : OneToOneColumn method Parse (line 81) | internal static Column Parse(string str) method TryUnparse (line 91) | internal bool TryUnparse(StringBuilder sb) class Options (line 104) | internal class Options : TransformInputBase method GetVersionInfo (line 156) | private static VersionInfo GetVersionInfo() method VectorToImageConvertingTransformer (line 178) | internal VectorToImageConvertingTransformer(IHostEnvironment env, para... method VectorToImageConvertingTransformer (line 201) | internal VectorToImageConvertingTransformer(IHostEnvironment env, stri... method Create (line 218) | internal static IDataTransform Create(IHostEnvironment env, Options ar... method VectorToImageConvertingTransformer (line 237) | private VectorToImageConvertingTransformer(IHost host, ModelLoadContex... method Create (line 252) | private static VectorToImageConvertingTransformer Create(IHostEnvironm... method Create (line 268) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Create (line 272) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method SaveModel (line 275) | private protected override void SaveModel(ModelSaveContext ctx) method GetColumnPairs (line 291) | private static (string outputColumnName, string inputColumnName)[] Get... method MakeRowMapper (line 297) | private protected override IRowMapper MakeRowMapper(DataViewSchema sch... method CheckInputColumn (line 299) | private protected override void CheckInputColumn(DataViewSchema inputS... class Mapper (line 310) | private sealed class Mapper : OneToOneMapperBase method Mapper (line 315) | public Mapper(VectorToImageConvertingTransformer parent, DataViewSch... method GetOutputColumnsCore (line 322) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... method MakeGetter (line 325) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method GetterFromType (line 344) | private ValueGetter GetterFromType(PrimitiveDataVie... method ConstructTypes (line 423) | private static ImageDataViewType[] ConstructTypes(VectorToImageConve... class VectorToImageConvertingEstimator (line 453) | public sealed class VectorToImageConvertingEstimator : TrivialEstimator<... class Defaults (line 455) | internal static class Defaults class ColumnOptions (line 467) | [BestFriend] method ColumnOptions (line 496) | internal ColumnOptions(VectorToImageConvertingTransformer.Column ite... method ColumnOptions (line 525) | internal ColumnOptions(string outputColumnName, string inputColumnNa... method ColumnOptions (line 605) | public ColumnOptions(string name, method Save (line 650) | internal void Save(ModelSaveContext ctx) method VectorToImageConvertingEstimator (line 709) | [BestFriend] method VectorToImageConvertingEstimator (line 734) | internal VectorToImageConvertingEstimator(IHostEnvironment env, params... method GetOutputSchema (line 743) | public override SchemaShape GetOutputSchema(SchemaShape inputSchema) FILE: src/Microsoft.ML.KMeansClustering/KMeansCatalog.cs class KMeansClusteringExtensions (line 15) | public static class KMeansClusteringExtensions method KMeans (line 30) | public static KMeansTrainer KMeans(this ClusteringCatalog.ClusteringTr... method KMeans (line 58) | public static KMeansTrainer KMeans(this ClusteringCatalog.ClusteringTr... FILE: src/Microsoft.ML.KMeansClustering/KMeansModelParameters.cs class KMeansModelParameters (line 28) | public sealed class KMeansModelParameters : method GetVersionInfo (line 39) | private static VersionInfo GetVersionInfo() method CanSaveOnnx (line 58) | bool ICanSaveOnnx.CanSaveOnnx(OnnxContext ctx) => true; method KMeansModelParameters (line 75) | internal KMeansModelParameters(IHostEnvironment env, int k, VBuffer IValueMapper.GetMapper() method Map (line 165) | private void Map(in VBuffer src, Span distances) method SaveAsText (line 178) | void ICanSaveInTextFormat.SaveAsText(TextWriter writer, RoleMappedSche... method SaveCore (line 224) | private protected override void SaveCore(ModelSaveContext ctx) method Create (line 256) | internal static KMeansModelParameters Create(IHostEnvironment env, Mod... method InitPredictor (line 267) | private void InitPredictor() method GetClusterCentroids (line 280) | public void GetClusterCentroids(ref VBuffer[] centroids, out in... method SaveAsOnnx (line 289) | bool ISingleCanSaveOnnx.SaveAsOnnx(OnnxContext ctx, string[] outputNam... FILE: src/Microsoft.ML.KMeansClustering/KMeansPlusPlusTrainer.cs class KMeansTrainer (line 79) | public class KMeansTrainer : TrainerEstimatorBase BuildParallelIndexLookup(FeatureFloat... class KMeansBarBarInitialization (line 532) | internal static class KMeansBarBarInitialization class SharedState (line 547) | private sealed class SharedState method SharedState (line 569) | public SharedState(FeatureFloatVectorCursor.Factory factory, IChanne... method GetBestCluster (line 600) | public int GetBestCluster(int idx) method GetBestWeight (line 605) | public float GetBestWeight(int idx) method SetInstanceCluster (line 617) | public void SetInstanceCluster(int n, float bestWeight, int bestClus... method SetClusterDistance (line 632) | public void SetClusterDistance(int newClusterIdxWithinSample, in VBu... method CanWeightComputationBeAvoided (line 651) | public bool CanWeightComputationBeAvoided(float instanceDistanceToBe... method FindBestCluster (line 684) | private static void FindBestCluster(in VBuffer point, int point... method ComputeAccelerationMemoryRequirement (line 756) | private static void ComputeAccelerationMemoryRequirement(long accelMem... method Initialize (line 785) | public static void Initialize(IHost host, int numThreads, IChannel ch,... class KMeansRandomInit (line 986) | internal static class KMeansRandomInit method Initialize (line 991) | public static void Initialize( class KMeansLloydsYinYangTrain (line 1012) | internal static class KMeansLloydsYinYangTrain class WorkChunkStateBase (line 1014) | private abstract class WorkChunkStateBase method Initialize (line 1041) | public static void Initialize( method WorkChunkStateBase (line 1057) | protected WorkChunkStateBase(long maxInstancesToAccelerate, int k, i... method Clear (line 1076) | public void Clear(bool keepCachedSums = false) method KeepYinYangAssignment (line 1095) | public void KeepYinYangAssignment(int bestCluster) method UpdateClusterAssignment (line 1112) | public void UpdateClusterAssignment(bool firstIteration, in VBuffer<... method UpdateClusterAssignment (line 1133) | public void UpdateClusterAssignment(in VBuffer features, int ... method UpdateClusterAssignmentMetrics (line 1139) | private void UpdateClusterAssignmentMetrics(int cluster, float dista... method Reduce (line 1151) | public static void Reduce(WorkChunkState[] workChunkArr, ReducedWork... class WorkChunkState (line 1178) | private sealed class WorkChunkState method WorkChunkState (line 1181) | public WorkChunkState(long maxInstancesToAccelerate, int k, int dime... class ReducedWorkChunkState (line 1187) | private sealed class ReducedWorkChunkState method ReducedWorkChunkState (line 1192) | public ReducedWorkChunkState(long maxInstancesToAccelerate, int k, i... method UpdateClusters (line 1203) | public void UpdateClusters(VBuffer[] centroids, float[] centr... method ReportProgress (line 1232) | public void ReportProgress(IProgressChannel pch, int iteration, int ... class SharedState (line 1239) | private sealed class SharedState method GetBestCluster (line 1257) | public int GetBestCluster(int idx) method SharedState (line 1270) | public SharedState(FeatureFloatVectorCursor.Factory factory, IChanne... method SetYinYangCluster (line 1298) | public int SetYinYangCluster(int n, in VBuffer features, floa... method UpdateYinYangBounds (line 1317) | public void UpdateYinYangBounds(int n) method IsYinYangGloballyBound (line 1328) | public bool IsYinYangGloballyBound(int n) method AssertValidYinYangBounds (line 1334) | public void AssertValidYinYangBounds(int n, in VBuffer featur... method Train (line 1351) | public static void Train(IHost host, int numThreads, IChannel ch, Feat... method Initialize (line 1450) | private static void Initialize( method ProcessChunk (line 1488) | private static void ProcessChunk(FeatureFloatVectorCursor cursor, Shar... method AlmostEq (line 1528) | private static bool AlmostEq(float af, float bf) method AlmostLeq (line 1552) | private static bool AlmostLeq(float a, float b) class KMeansUtils (line 1562) | internal static class KMeansUtils type WeightedPoint (line 1564) | public struct WeightedPoint type RowStats (line 1570) | public struct RowStats method ParallelWeightedReservoirSample (line 1591) | public static RowStats ParallelWeightedReservoirSample( method ParallelMapReduce (line 1710) | public static RowStats ParallelMapReduce( method FindBestCluster (line 1754) | public static int FindBestCluster(in VBuffer features, VBuffer<... method FindBestCluster (line 1764) | public static int FindBestCluster(in VBuffer features, VBuffer<... method FindBestCluster (line 1787) | public static void FindBestCluster( method VerifyModelConsistency (line 1837) | public static void VerifyModelConsistency(VBuffer[] centroids) FILE: src/Microsoft.ML.LightGbm/LightGbmArguments.cs type IBoosterParameterFactory (line 29) | [TlcModule.ComponentKind("BoosterParameterFunction")] method CreateComponent (line 32) | new BoosterParameterBase CreateComponent(IHostEnvironment env); class BoosterParameterBase (line 35) | public abstract class BoosterParameterBase method BoosterParameterBase (line 47) | public BoosterParameterBase(OptionsBase options) class OptionsBase (line 58) | public abstract class OptionsBase : IBoosterParameterFactory method GetBooster (line 60) | internal BoosterParameterBase GetBooster() { return null; } method CreateComponent (line 168) | BoosterParameterBase IComponentFactory.CreateC... method CreateComponent (line 171) | BoosterParameterBase IBoosterParameterFactory.CreateComponent(IHostE... method BuildOptions (line 174) | internal abstract BoosterParameterBase BuildOptions(); method UpdateParameters (line 177) | internal void UpdateParameters(Dictionary res) method BuildFactory (line 195) | internal abstract IBoosterParameterFactory BuildFactory(); class GradientBooster (line 207) | public sealed class GradientBooster : BoosterParameterBase class Options (line 215) | [TlcModule.Component(Name = Name, FriendlyName = FriendlyName, Desc = ... method BuildOptions (line 218) | internal override BoosterParameterBase BuildOptions() => new Gradien... method GradientBooster (line 221) | internal GradientBooster(Options options) method BuildFactory (line 226) | internal override IBoosterParameterFactory BuildFactory() => BoosterOp... class DartBooster (line 237) | public sealed class DartBooster : BoosterParameterBase class Options (line 245) | [TlcModule.Component(Name = Name, FriendlyName = FriendlyName, Desc = ... method Options (line 248) | static Options() method BuildOptions (line 292) | internal override BoosterParameterBase BuildOptions() => new DartBoo... method DartBooster (line 295) | internal DartBooster(Options options) method BuildFactory (line 303) | internal override IBoosterParameterFactory BuildFactory() => BoosterOp... class GossBooster (line 313) | public sealed class GossBooster : BoosterParameterBase class Options (line 321) | [TlcModule.Component(Name = Name, FriendlyName = FriendlyName, Desc = ... method BuildOptions (line 338) | internal override BoosterParameterBase BuildOptions() => new GossBoo... method GossBooster (line 341) | internal GossBooster(Options options) method BuildFactory (line 350) | internal override IBoosterParameterFactory BuildFactory() => BoosterOp... FILE: src/Microsoft.ML.LightGbm/LightGbmBinaryTrainer.cs class LightGbmBinaryModelParameters (line 33) | public sealed class LightGbmBinaryModelParameters : TreeEnsembleModelPar... method GetVersionInfo (line 38) | private static VersionInfo GetVersionInfo() method LightGbmBinaryModelParameters (line 59) | internal LightGbmBinaryModelParameters(IHostEnvironment env, InternalT... method LightGbmBinaryModelParameters (line 64) | private LightGbmBinaryModelParameters(IHostEnvironment env, ModelLoadC... method SaveCore (line 69) | private protected override void SaveCore(ModelSaveContext ctx) method Create (line 75) | internal static IPredictorProducing Create(IHostEnvironment env... class LightGbmBinaryTrainer (line 114) | public sealed class LightGbmBinaryTrainer : LightGbmTrainerBase ToDictionary(IHost host) method LightGbmBinaryTrainer (line 193) | internal LightGbmBinaryTrainer(IHostEnvironment env, Options options) method LightGbmBinaryTrainer (line 211) | internal LightGbmBinaryTrainer(IHostEnvironment env, method LightGbmBinaryTrainer (line 239) | internal LightGbmBinaryTrainer(IHostEnvironment env, method CreatePredictor (line 253) | private protected override CalibratedModelParametersBase ToDictionary(IHost host) method LightGbmMulticlassTrainer (line 134) | internal LightGbmMulticlassTrainer(IHostEnvironment env, Options options) method LightGbmMulticlassTrainer (line 152) | internal LightGbmMulticlassTrainer(IHostEnvironment env, method LightGbmMulticlassTrainer (line 180) | internal LightGbmMulticlassTrainer(IHostEnvironment env, method GetBinaryEnsemble (line 194) | private InternalTreeEnsemble GetBinaryEnsemble(int classID) method CreateBinaryPredictor (line 206) | private LightGbmBinaryModelParameters CreateBinaryPredictor(int classI... method CreatePredictor (line 211) | private protected override OneVersusAllModelParameters CreatePredictor() method CheckDataValid (line 233) | private protected override void CheckDataValid(IChannel ch, RoleMapped... method InitializeBeforeTraining (line 249) | private protected override void InitializeBeforeTraining() method AdditionalLoadPreTrainedModel (line 255) | private protected override void AdditionalLoadPreTrainedModel(string m... method ConvertNaNLabels (line 270) | private protected override void ConvertNaNLabels(IChannel ch, RoleMapp... method GetDefaultParameters (line 317) | private protected override void GetDefaultParameters(IChannel ch, int ... method CheckAndUpdateParametersBeforeTraining (line 334) | private protected override void CheckAndUpdateParametersBeforeTraining... method GetOutputColumnsCore (line 358) | private protected override SchemaShape.Column[] GetOutputColumnsCore(S... method MakeTransformer (line 375) | private protected override MulticlassPredictionTransformer Fi... class LightGbm (line 389) | internal static partial class LightGbm method TrainMulticlass (line 391) | [TlcModule.EntryPoint( FILE: src/Microsoft.ML.LightGbm/LightGbmRankingTrainer.cs class LightGbmRankingModelParameters (line 30) | public sealed class LightGbmRankingModelParameters : TreeEnsembleModelPa... method GetVersionInfo (line 35) | private static VersionInfo GetVersionInfo() method LightGbmRankingModelParameters (line 55) | internal LightGbmRankingModelParameters(IHostEnvironment env, Internal... method LightGbmRankingModelParameters (line 60) | private LightGbmRankingModelParameters(IHostEnvironment env, ModelLoad... method SaveCore (line 65) | private protected override void SaveCore(ModelSaveContext ctx) method Create (line 71) | internal static LightGbmRankingModelParameters Create(IHostEnvironment... class LightGbmRankingTrainer (line 103) | public sealed class LightGbmRankingTrainer : LightGbmTrainerBase ToDictionary(IHost host) method LightGbmRankingTrainer (line 176) | internal LightGbmRankingTrainer(IHostEnvironment env, Options options) method LightGbmRankingTrainer (line 194) | internal LightGbmRankingTrainer(IHostEnvironment env, method LightGbmRankingTrainer (line 225) | internal LightGbmRankingTrainer(IHostEnvironment env, method CheckDataValid (line 239) | private protected override void CheckDataValid(IChannel ch, RoleMapped... method CheckLabelCompatible (line 268) | private protected override void CheckLabelCompatible(SchemaShape.Colum... method CreatePredictor (line 281) | private protected override LightGbmRankingModelParameters CreatePredic... method CheckAndUpdateParametersBeforeTraining (line 288) | private protected override void CheckAndUpdateParametersBeforeTraining... method GetOutputColumnsCore (line 298) | private protected override SchemaShape.Column[] GetOutputColumnsCore(S... method MakeTransformer (line 306) | private protected override RankingPredictionTransformer Fi... class LightGbm (line 320) | internal static partial class LightGbm method TrainRanking (line 322) | [TlcModule.EntryPoint(Name = "Trainers.LightGbmRanker", FILE: src/Microsoft.ML.LightGbm/LightGbmRegressionTrainer.cs class LightGbmRegressionModelParameters (line 28) | public sealed class LightGbmRegressionModelParameters : TreeEnsembleMode... method GetVersionInfo (line 33) | private static VersionInfo GetVersionInfo() method LightGbmRegressionModelParameters (line 54) | internal LightGbmRegressionModelParameters(IHostEnvironment env, Inter... method LightGbmRegressionModelParameters (line 59) | private LightGbmRegressionModelParameters(IHostEnvironment env, ModelL... method SaveCore (line 64) | private protected override void SaveCore(ModelSaveContext ctx) method Create (line 70) | internal static LightGbmRegressionModelParameters Create(IHostEnvironm... class LightGbmRegressionTrainer (line 105) | public sealed class LightGbmRegressionTrainer : LightGbmTrainerBase ToDictionary(IHost host) method LightGbmRegressionTrainer (line 170) | internal LightGbmRegressionTrainer(IHostEnvironment env, method LightGbmRegressionTrainer (line 191) | internal LightGbmRegressionTrainer(IHostEnvironment env, Options options) method LightGbmRegressionTrainer (line 202) | internal LightGbmRegressionTrainer(IHostEnvironment env, method CreatePredictor (line 216) | private protected override LightGbmRegressionModelParameters CreatePre... method CheckDataValid (line 224) | private protected override void CheckDataValid(IChannel ch, RoleMapped... method CheckAndUpdateParametersBeforeTraining (line 241) | private protected override void CheckAndUpdateParametersBeforeTraining... method GetOutputColumnsCore (line 246) | private protected override SchemaShape.Column[] GetOutputColumnsCore(S... method MakeTransformer (line 254) | private protected override RegressionPredictionTransformer ToDictionary(IHost host) class CategoricalMetaData (line 311) | private sealed class CategoricalMetaData method LightGbmTrainerBase (line 341) | private protected LightGbmTrainerBase(IHostEnvironment env, method LightGbmTrainerBase (line 366) | private protected LightGbmTrainerBase(IHostEnvironment env, string nam... method TrainModelCore (line 384) | private protected override TModel TrainModelCore(TrainContext context) method InitializeBeforeTraining (line 487) | private protected virtual void InitializeBeforeTraining() { } method AdditionalLoadPreTrainedModel (line 490) | private protected virtual void AdditionalLoadPreTrainedModel(string mo... method InitParallelTraining (line 492) | private void InitParallelTraining() method DisposeParallelTraining (line 515) | private void DisposeParallelTraining() method CheckDataValid (line 521) | private protected virtual void CheckDataValid(IChannel ch, RoleMappedD... method GetDefaultParameters (line 529) | private protected virtual void GetDefaultParameters(IChannel ch, int n... method GetGbmParameters (line 548) | [BestFriend] method CreateCursorFactory (line 551) | private FloatLabelCursor.Factory CreateCursorFactory(RoleMappedData data) method GetCategoricalBoundires (line 564) | private static List GetCategoricalBoundires(int[] categoricalFeat... method ConstructCategoricalFeatureMetaData (line 597) | private static List ConstructCategoricalFeatureMetaData(int[] ... method GetCategoricalMetaData (line 634) | private CategoricalMetaData GetCategoricalMetaData(IChannel ch, RoleMa... method LoadTrainingData (line 666) | private Dataset LoadTrainingData(IChannel ch, RoleMappedData trainData... method LoadValidationData (line 697) | private Dataset LoadValidationData(IChannel ch, Dataset dtrain, RoleMa... method TrainCore (line 719) | private void TrainCore(IChannel ch, IProgressChannel pch, Dataset dtra... method DetectDensity (line 747) | private static double DetectDensity(FloatLabelCursor.Factory factory, ... method GetMetainfo (line 766) | private void GetMetainfo(IChannel ch, FloatLabelCursor.Factory factory, method ConvertNaNLabels (line 827) | private protected virtual void ConvertNaNLabels(IChannel ch, RoleMappe... method MoveMany (line 836) | private static bool MoveMany(FloatLabelCursor cursor, long count) method GetFeatureValueDense (line 846) | private void GetFeatureValueDense(IChannel ch, FloatLabelCursor cursor... method GetFeatureValueSparse (line 883) | private void GetFeatureValueSparse(IChannel ch, FloatLabelCursor cursor, method CreateDatasetFromSamplingData (line 934) | private void CreateDatasetFromSamplingData(IChannel ch, FloatLabelCurs... method LoadDataset (line 1025) | private void LoadDataset(IChannel ch, FloatLabelCursor.Factory factory... method CopyToArray (line 1133) | private void CopyToArray(IChannel ch, FloatLabelCursor cursor, float[]... method CopyToCsr (line 1171) | private void CopyToCsr(IChannel ch, FloatLabelCursor cursor, method DefaultLearningRate (line 1210) | private static double DefaultLearningRate(int numRow, bool useCat, int... method DefaultNumLeaves (line 1225) | private static int DefaultNumLeaves(int numRow, bool useCat, int total... method DefaultMinDataPerLeaf (line 1240) | private protected static int DefaultMinDataPerLeaf(int numRow, int num... method GetNumSampleRow (line 1255) | private static int GetNumSampleRow(int numRow, int numCol) method CreatePredictor (line 1266) | private protected abstract TModel CreatePredictor(); method CheckAndUpdateParametersBeforeTraining (line 1271) | private protected abstract void CheckAndUpdateParametersBeforeTraining... FILE: src/Microsoft.ML.LightGbm/Parallel/IParallel.cs type IParallel (line 38) | internal interface IParallel method ParallelType (line 43) | string ParallelType(); method NumMachines (line 48) | int NumMachines(); method Rank (line 53) | int Rank(); method GetReduceScatterFunction (line 58) | ReduceScatterFunction GetReduceScatterFunction(); method GetAllgatherFunction (line 63) | AllgatherFunction GetAllgatherFunction(); method AdditionalParams (line 68) | Dictionary AdditionalParams(); type ISupportParallel (line 71) | [TlcModule.ComponentKind("ParallelLightGBM")] FILE: src/Microsoft.ML.LightGbm/Parallel/SingleTrainer.cs class SingleTrainer (line 17) | internal sealed class SingleTrainer : IParallel method GetAllgatherFunction (line 19) | AllgatherFunction IParallel.GetAllgatherFunction() method GetReduceScatterFunction (line 24) | ReduceScatterFunction IParallel.GetReduceScatterFunction() method NumMachines (line 29) | int IParallel.NumMachines() method ParallelType (line 34) | string IParallel.ParallelType() method Rank (line 39) | int IParallel.Rank() method AdditionalParams (line 44) | Dictionary IParallel.AdditionalParams() class SingleTrainerFactory (line 50) | [TlcModule.Component(Name = "Single", Desc = "Single node machine learni... method CreateComponent (line 53) | public IParallel CreateComponent(IHostEnvironment env) => new SingleTr... FILE: src/Microsoft.ML.LightGbm/WrappedLightGbmBooster.cs class Booster (line 17) | internal sealed class Booster : IDisposable method Booster (line 25) | public Booster(Dictionary parameters, Dataset trainset... method Update (line 45) | public bool Update() method EvalTrain (line 52) | public double EvalTrain() method EvalValid (line 57) | public double EvalValid() method Eval (line 65) | private unsafe double Eval(int dataIdx) method GetModelString (line 76) | [BestFriend] method Str2DoubleArray (line 98) | private static double[] Str2DoubleArray(string str, char delimiter) method Str2IntArray (line 120) | private static int[] Str2IntArray(string str, char delimiter) method Str2UIntArray (line 125) | private static UInt32[] Str2UIntArray(string str, char delimiter) method GetIsDefaultLeft (line 130) | private static bool GetIsDefaultLeft(UInt32 decisionType) method GetIsCategoricalSplit (line 136) | private static bool GetIsCategoricalSplit(UInt32 decisionType) method GetHasMissing (line 142) | private static bool GetHasMissing(UInt32 decisionType) method GetDefalutValue (line 148) | private static double[] GetDefalutValue(double[] threshold, UInt32[] d... method FindInBitset (line 164) | private static bool FindInBitset(UInt32[] bits, int start, int end, in... method GetCatThresholds (line 173) | private static int[] GetCatThresholds(UInt32[] catThreshold, int lower... method GetNumFeatures (line 189) | public static int GetNumFeatures(string modelString) method GetParameters (line 201) | public static Dictionary GetParameters(string modelStr... method GetModel (line 224) | public static InternalTreeEnsemble GetModel(int[] categoricalFeatureBo... method Dispose (line 318) | public void Dispose() FILE: src/Microsoft.ML.LightGbm/WrappedLightGbmDataset.cs class Dataset (line 14) | internal sealed class Dataset : IDisposable method Dataset (line 41) | public unsafe Dataset(double[][] sampleValuePerColumn, method Dataset (line 93) | public Dataset(Dataset reference, int numTotalRow, float[] labels, flo... method Dispose (line 104) | public void Dispose() method PushRows (line 118) | public void PushRows(float[] data, int numRow, int numCol, int startRo... method PushRows (line 128) | public void PushRows(int[] indPtr, int[] indices, float[] data, int nI... method GetNumRows (line 140) | public int GetNumRows() method GetNumCols (line 147) | public int GetNumCols() method SetLabel (line 154) | public unsafe void SetLabel(float[] labels) method SetWeights (line 163) | public unsafe void SetWeights(float[] weights) method SetGroup (line 187) | public unsafe void SetGroup(int[] groups) method SetInitScore (line 198) | public unsafe void SetInitScore(double[] initScores) FILE: src/Microsoft.ML.LightGbm/WrappedLightGbmInterface.cs class WrappedLightGbmInterface (line 19) | internal static class WrappedLightGbmInterface type CApiDType (line 21) | public enum CApiDType : int type CApiPredictType (line 29) | public enum CApiPredictType : int method AllocateArray (line 40) | [DllImport(DllName, EntryPoint = "LGBM_AllocateArray", CallingConventi... method CopyToArray (line 46) | [DllImport(DllName, EntryPoint = "LGBM_CopyToArray", CallingConvention... method FreeArray (line 54) | [DllImport(DllName, EntryPoint = "LGBM_FreeArray", CallingConvention =... method GetLastError (line 63) | [DllImport(DllName, EntryPoint = "LGBM_GetLastError", CallingConventio... class SafeDataSetHandle (line 70) | public sealed class SafeDataSetHandle : SafeHandleZeroOrMinusOneIsInvalid method SafeDataSetHandle (line 72) | private SafeDataSetHandle() method ReleaseHandle (line 77) | protected override bool ReleaseHandle() method DatasetCreateFromSampledColumn (line 84) | [DllImport(DllName, EntryPoint = "LGBM_DatasetCreateFromSampledColumn"... method DatasetCreateByReference (line 95) | [DllImport(DllName, EntryPoint = "LGBM_DatasetCreateByReference", Call... method DatasetPushRows (line 100) | [DllImport(DllName, EntryPoint = "LGBM_DatasetPushRows", CallingConven... method DatasetPushRows (line 108) | public static int DatasetPushRows(SafeDataSetHandle dataset, method DatasetPushRowsByCsr (line 117) | [DllImport(DllName, EntryPoint = "LGBM_DatasetPushRowsByCSR", CallingC... method DatasetPushRowsByCsr (line 129) | public static int DatasetPushRowsByCsr(SafeDataSetHandle dataset, method DatasetFree (line 144) | [DllImport(DllName, EntryPoint = "LGBM_DatasetFree", CallingConvention... method DatasetSetField (line 147) | [DllImport(DllName, EntryPoint = "LGBM_DatasetSetField", CallingConven... method DatasetGetNumData (line 155) | [DllImport(DllName, EntryPoint = "LGBM_DatasetGetNumData", CallingConv... method DatasetGetNumFeature (line 158) | [DllImport(DllName, EntryPoint = "LGBM_DatasetGetNumFeature", CallingC... class SafeBoosterHandle (line 165) | public sealed class SafeBoosterHandle : SafeHandleZeroOrMinusOneIsInvalid method SafeBoosterHandle (line 167) | private SafeBoosterHandle() method ReleaseHandle (line 172) | protected override bool ReleaseHandle() method BoosterCreate (line 179) | [DllImport(DllName, EntryPoint = "LGBM_BoosterCreate", CallingConventi... method BoosterFree (line 184) | [DllImport(DllName, EntryPoint = "LGBM_BoosterFree", CallingConvention... method BoosterAddValidData (line 187) | [DllImport(DllName, EntryPoint = "LGBM_BoosterAddValidData", CallingCo... method BoosterSaveModelToString (line 190) | [DllImport(DllName, EntryPoint = "LGBM_BoosterSaveModelToString", Call... method BoosterUpdateOneIter (line 203) | [DllImport(DllName, EntryPoint = "LGBM_BoosterUpdateOneIter", CallingC... method BoosterGetEvalCounts (line 206) | [DllImport(DllName, EntryPoint = "LGBM_BoosterGetEvalCounts", CallingC... method BoosterGetEval (line 209) | [DllImport(DllName, EntryPoint = "LGBM_BoosterGetEval", CallingConvent... method BoosterPredictForMat (line 216) | [DllImport(DllName, EntryPoint = "LGBM_BoosterPredictForMat", CallingC... method NetworkInitWithFunctions (line 223) | [DllImport(DllName, EntryPoint = "LGBM_NetworkInitWithFunctions", Call... method NetworkFree (line 226) | [DllImport(DllName, EntryPoint = "LGBM_NetworkFree", CallingConvention... class LightGbmInterfaceUtils (line 232) | internal static class LightGbmInterfaceUtils method Check (line 237) | public static void Check(int res) method JoinParameters (line 250) | public static string JoinParameters(Dictionary paramet... method GetOptionName (line 265) | public static string GetOptionName(string name) method GetString (line 289) | public static string GetString(IntPtr src) FILE: src/Microsoft.ML.LightGbm/WrappedLightGbmTraining.cs class WrappedLightGbmTraining (line 13) | internal static class WrappedLightGbmTraining method Train (line 18) | public static Booster Train(IHost host, IChannel ch, IProgressChannel ... FILE: src/Microsoft.ML.Maml/ChainCommand.cs class ChainCommand (line 19) | [BestFriend] class Arguments (line 22) | public sealed class Arguments method ChainCommand (line 36) | public ChainCommand(IHostEnvironment env, Arguments args) method Run (line 45) | public void Run() FILE: src/Microsoft.ML.Maml/HelpCommand.cs type IGenerator (line 28) | [BestFriend] method Generate (line 31) | void Generate(IEnumerable infos); class HelpCommand (line 36) | internal sealed class HelpCommand : ICommand class Arguments (line 38) | public sealed class Arguments method HelpCommand (line 74) | public HelpCommand(IHostEnvironment env, Arguments args) method Run (line 99) | public void Run() method Run (line 104) | public void Run(int? columns) method ShowHelp (line 133) | private void ShowHelp(IndentedTextWriter writer, int? columns = null) method ShowAllHelp (line 191) | private void ShowAllHelp(IndentedTextWriter writer, int? columns = null) method ShowUsage (line 225) | private void ShowUsage(IndentedTextWriter writer, string kind, string ... method ShowComponents (line 246) | private void ShowComponents(IndentedTextWriter writer) method Serialize (line 304) | private void Serialize(List components) method ShowAliases (line 312) | private void ShowAliases(IndentedTextWriter writer, IReadOnlyList components) class XmlGenerator (line 431) | internal sealed class XmlGenerator : IGenerator class Arguments (line 433) | public sealed class Arguments method XmlGenerator (line 443) | public XmlGenerator(IHostEnvironment env, Arguments args, string regen... method Generate (line 457) | public void Generate(IEnumerable infos) method CreateDefaultValueElement (line 494) | private XElement CreateDefaultValueElement(IChannel ch, string name, C... FILE: src/Microsoft.ML.Maml/MAML.cs class Maml (line 25) | public static class Maml method Main (line 31) | public static int Main(string[] args) method MainRaw (line 37) | public static unsafe int MainRaw(char* psz) method MainAll (line 43) | public static int MainAll(string args) method Main (line 48) | public static int Main() method MainWithProgress (line 55) | private static int MainWithProgress(string args) method ShouldAlwaysPrintStacktrace (line 81) | private static bool ShouldAlwaysPrintStacktrace() => false; method CreateEnvironment (line 83) | private static ConsoleEnvironment CreateEnvironment() method MainCore (line 101) | internal static int MainCore(IHostEnvironment env, string args, bool a... method TrackProgress (line 208) | private static void TrackProgress(ConsoleEnvironment env, Cancellation... method PrintFullExceptionDetails (line 237) | private static void PrintFullExceptionDetails(TextWriter writer, Excep... method PrintFullExceptionDetails (line 258) | private static void PrintFullExceptionDetails(IChannel ch, Exception ex) method PrintExceptionData (line 273) | private static void PrintExceptionData(TextWriter writer, Exception ex... method PrintExceptionData (line 312) | private static void PrintExceptionData(IChannel ch, Exception ex, bool... method Usage (line 325) | private static void Usage() FILE: src/Microsoft.ML.Maml/VersionCommand.cs class VersionCommand (line 16) | internal sealed class VersionCommand : ICommand method VersionCommand (line 22) | public VersionCommand(IHostEnvironment env) method Run (line 29) | public void Run() FILE: src/Microsoft.ML.Mkl.Components/ComputeLRTrainingStdThroughHal.cs class ComputeLRTrainingStdThroughMkl (line 15) | public sealed class ComputeLRTrainingStdThroughMkl : ComputeLogisticRegr... method ComputeStandardDeviation (line 27) | public override VBuffer ComputeStandardDeviation(double[] hessi... FILE: src/Microsoft.ML.Mkl.Components/MklComponentsCatalog.cs class MklComponentsCatalog (line 17) | public static class MklComponentsCatalog method Ols (line 33) | public static OlsTrainer Ols(this RegressionCatalog.RegressionTrainers... method Ols (line 62) | public static OlsTrainer Ols( method SymbolicSgdLogisticRegression (line 89) | public static SymbolicSgdLogisticRegressionBinaryTrainer SymbolicSgdLo... method SymbolicSgdLogisticRegression (line 120) | public static SymbolicSgdLogisticRegressionBinaryTrainer SymbolicSgdLo... method VectorWhiten (line 149) | public static VectorWhiteningEstimator VectorWhiten(this TransformsCat... method VectorWhiten (line 169) | [BestFriend] FILE: src/Microsoft.ML.Mkl.Components/OlsLinearRegression.cs class OlsTrainer (line 67) | public sealed class OlsTrainer : TrainerEstimatorBase Math.Max(0, Math.Min(p, 1)); method TrainModelCore (line 151) | private protected override OlsModelParameters TrainModelCore(TrainCont... class OneDal (line 182) | internal static class OneDal method RidgeRegressionOnlineCompute (line 186) | [DllImport(OneDalLibPath, EntryPoint = "ridgeRegressionOnlineCompute")] method RidgeRegressionOnlineFinalize (line 190) | [DllImport(OneDalLibPath, EntryPoint = "ridgeRegressionOnlineFinaliz... method ComputeOneDalRegression (line 195) | [BestFriend] method ComputeMklRegression (line 304) | private void ComputeMklRegression(IChannel ch, FloatLabelCursor.Factor... method TrainCore (line 413) | private OlsModelParameters TrainCore(IChannel ch, FloatLabelCursor.Fac... class Mkl (line 536) | internal static class Mkl type Layout (line 540) | public enum Layout type UpLo (line 546) | public enum UpLo : byte method PptrfInternal (line 552) | [DllImport(MklPath, CallingConvention = CallingConvention.Cdecl, Ent... method Pptrf (line 565) | public static void Pptrf(Layout layout, UpLo uplo, int n, Double[] ap) method PptrsInternal (line 587) | [DllImport(MklPath, CallingConvention = CallingConvention.Cdecl, Ent... method Pptrs (line 604) | public static void Pptrs(Layout layout, UpLo uplo, int n, int nrhs, ... method PptriInternal (line 634) | [DllImport(MklPath, CallingConvention = CallingConvention.Cdecl, Ent... method Pptri (line 647) | public static void Pptri(Layout layout, UpLo uplo, int n, Double[] ap) method TrainRegression (line 671) | [TlcModule.EntryPoint(Name = "Trainers.OrdinaryLeastSquaresRegressor", class OlsModelParameters (line 692) | public sealed class OlsModelParameters : RegressionModelParameters method GetVersionInfo (line 700) | private static VersionInfo GetVersionInfo() method OlsModelParameters (line 770) | internal OlsModelParameters(IHostEnvironment env, in VBuffer we... method OlsModelParameters (line 807) | private OlsModelParameters(IHostEnvironment env, ModelLoadContext ctx) method SaveCore (line 846) | private protected override void SaveCore(ModelSaveContext ctx) method TValueCheckDecode (line 881) | private static void TValueCheckDecode(Double param, Double tvalue) method ProbCheckDecode (line 886) | private static void ProbCheckDecode(Double p) method Create (line 891) | internal static OlsModelParameters Create(IHostEnvironment env, ModelL... method SaveSummary (line 899) | private protected override void SaveSummary(TextWriter writer, RoleMap... FILE: src/Microsoft.ML.Mkl.Components/SymSgdClassificationTrainer.cs class SymbolicSgdLogisticRegressionBinaryTrainer (line 72) | public sealed class SymbolicSgdLogisticRegressionBinaryTrainer : Trainer... class Options (line 82) | public sealed class Options : TrainerInputBaseWithLabel method Check (line 151) | internal void Check(IExceptionContext ectx) class Defaults (line 160) | [BestFriend] method PrepareDataFromTrainingExamples (line 184) | private RoleMappedData PrepareDataFromTrainingExamples(IChannel ch, Ro... method TrainModelCore (line 217) | private protected override TPredictor TrainModelCore(TrainContext cont... method SymbolicSgdLogisticRegressionBinaryTrainer (line 240) | internal SymbolicSgdLogisticRegressionBinaryTrainer(IHostEnvironment e... method CreatePredictor (line 251) | private TPredictor CreatePredictor(VBuffer weights, float bias) method MakeTransformer (line 262) | private protected override BinaryPredictionTransformer Mak... method Fit (line 269) | public BinaryPredictionTransformer Fit(IDataView trainData... method GetOutputColumnsCore (line 272) | private protected override SchemaShape.Column[] GetOutputColumnsCore(S... method TrainSymSgd (line 282) | [TlcModule.EntryPoint(Name = "Trainers.SymSgdBinaryClassifier", type InstanceProperties (line 305) | private readonly struct InstanceProperties method InstanceProperties (line 311) | public InstanceProperties(int featureCount, float label, bool isDense) class ArrayManager (line 331) | private sealed class ArrayManager : IDisposable type VeryLongArray (line 338) | private struct VeryLongArray method VeryLongArray (line 343) | public VeryLongArray(int veryLongArrayLength) method Free (line 349) | public void Free() method ArrayManager (line 379) | public ArrayManager(SymbolicSgdLogisticRegressionBinaryTrainer train... method CheckAndAllocate (line 394) | private bool CheckAndAllocate() method FitsInCurArray (line 413) | private bool FitsInCurArray(int size) method AddToStorage (line 424) | public bool AddToStorage(ReadOnlySpan instArray) method ResetIndexing (line 475) | public void ResetIndexing() method GiveArrayOfSize (line 487) | public void GiveArrayOfSize(int size, out GCHandle? outGcHandle, out... method DeallocateVeryLongArrays (line 513) | private void DeallocateVeryLongArrays() method Dispose (line 519) | public void Dispose() class InputDataManager (line 528) | private sealed class InputDataManager : IDisposable method InputDataManager (line 554) | public InputDataManager(SymbolicSgdLogisticRegressionBinaryTrainer t... method RestartLoading (line 572) | public void RestartLoading(bool needShuffle, IHost host) method LoadAsMuchAsPossible (line 585) | public void LoadAsMuchAsPossible() method PrepareCursoring (line 647) | public void PrepareCursoring() method GiveNextInstance (line 663) | public bool GiveNextInstance(out InstanceProperties? prop, out GCHan... method Dispose (line 693) | public void Dispose() method TrainCore (line 701) | private TPredictor TrainCore(IChannel ch, RoleMappedData data, LinearM... method CheckLabel (line 816) | private void CheckLabel(RoleMappedData examples, out int weightSetCount) class Native (line 825) | private static unsafe class Native method Native (line 828) | static Native() => ErrorMessage(0); method LearnAll (line 835) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method LearnAll (line 861) | public static void LearnAll(InputDataManager inputDataManager, bool ... method MapBackWeightVector (line 909) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method MapBackWeightVector (line 917) | public static void MapBackWeightVector(Span weightVector, GCH... method DeallocateSequentially (line 923) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method DeallocateSequentially (line 926) | public static void DeallocateSequentially(GCHandle stateGCHandle) method ErrorMessage (line 932) | [DllImport(MklPath, EntryPoint = "DftiErrorMessage", CallingConventi... type State (line 939) | [StructLayout(LayoutKind.Explicit)] FILE: src/Microsoft.ML.Mkl.Components/VectorWhitening.cs type WhiteningKind (line 39) | public enum WhiteningKind class VectorWhiteningTransformer (line 50) | public sealed class VectorWhiteningTransformer : OneToOneTransformerBase class Options (line 52) | internal sealed class Options class Column (line 77) | internal sealed class Column : OneToOneColumn method Parse (line 94) | internal static Column Parse(string str) method TryUnparse (line 104) | internal bool TryUnparse(StringBuilder sb) method GetVersionInfo (line 126) | private static VersionInfo GetVersionInfo() method VectorWhiteningTransformer (line 147) | internal VectorWhiteningTransformer(IHostEnvironment env, float[][] mo... method VectorWhiteningTransformer (line 156) | private VectorWhiteningTransformer(IHostEnvironment env, ModelLoadCont... method Create (line 185) | internal static VectorWhiteningTransformer Create(IHostEnvironment env... method Create (line 193) | internal static IDataTransform Create(IHostEnvironment env, Options op... method Create (line 201) | internal static IDataTransform Create(IHostEnvironment env, ModelLoadC... method Create (line 205) | internal static IRowMapper Create(IHostEnvironment env, ModelLoadConte... method GetColumnPairs (line 208) | private static (string outputColumnName, string inputColumnName)[] Get... method CheckInputColumn (line 211) | private protected override void CheckInputColumn(DataViewSchema inputS... method TestColumn (line 220) | internal static string TestColumn(DataViewType type) method ValidateModel (line 235) | private static void ValidateModel(IExceptionContext ectx, float[] mode... method GetRowCount (line 245) | private static long GetRowCount(IDataView inputData, params VectorWhit... method TrainVectorWhiteningTransform (line 262) | internal static (float[][] models, float[][] invModels) TrainVectorWhi... method GetColTypesAndIndex (line 278) | private static void GetColTypesAndIndex(IHostEnvironment env, IDataVie... method LoadDataAsDense (line 299) | private static float[][] LoadDataAsDense(IHostEnvironment env, IChanne... method TrainModels (line 366) | private static void TrainModels(IHostEnvironment env, IChannel ch, flo... method SaveModel (line 464) | private protected override void SaveModel(ModelSaveContext ctx) class Mkl (line 491) | private static class Mkl type Layout (line 497) | public enum Layout type Transpose (line 505) | public enum Transpose type SvdJob (line 514) | public enum SvdJob : byte method Gemv (line 522) | public static unsafe void Gemv(Layout layout, Transpose trans, int m... method Gemv (line 532) | [DllImport(MklPath, CallingConvention = CallingConvention.Cdecl, Ent... method Gemm (line 537) | [DllImport(MklPath, CallingConvention = CallingConvention.Cdecl, Ent... method Svd (line 542) | [DllImport(MklPath, CallingConvention = CallingConvention.Cdecl, Ent... method MakeRowMapper (line 547) | private protected override IRowMapper MakeRowMapper(DataViewSchema sch... class Mapper (line 550) | private sealed class Mapper : OneToOneMapperBase, ISaveAsOnnx method Mapper (line 556) | public Mapper(VectorWhiteningTransformer parent, DataViewSchema inpu... method GetOutputColumnsCore (line 583) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... method MakeGetter (line 597) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method CanSaveOnnx (line 623) | public bool CanSaveOnnx(OnnxContext ctx) => true; method SaveAsOnnx (line 625) | public void SaveAsOnnx(OnnxContext ctx) method SaveAsOnnxCore (line 642) | private void SaveAsOnnxCore(OnnxContext ctx, int iinfo, string srcVa... method GetSrcGetter (line 671) | private ValueGetter GetSrcGetter(DataViewRow input, int iinfo) method FillValues (line 680) | private static void FillValues(float[] model, ref VBuffer src... method DotProduct (line 709) | private static float DotProduct(float[] a, int aOffset, ReadOnlySpan... class VectorWhiteningEstimator (line 718) | public sealed class VectorWhiteningEstimator : IEstimator _columnNameMap.... method IsVariableDefined (line 68) | public override bool IsVariableDefined(string variableName) => _variab... method RemoveColumn (line 77) | public override void RemoveColumn(string colName, bool removeVariable) method RemoveVariable (line 101) | public override void RemoveVariable(string variableName, bool removeCo... method GetNodeName (line 130) | public override string GetNodeName(string prefix) method CheckOpSetVersion (line 136) | public override void CheckOpSetVersion(int thisTransformerMinumumOpSet... method AddNode (line 146) | private void AddNode(OnnxCSharpToProtoWrapper.NodeProto node) method CreateNode (line 155) | public override OnnxNode CreateNode(string opType, IEnumerable... method GetUniqueName (line 171) | private string GetUniqueName(string prefix, Func pred) method GetVariableName (line 189) | public override string GetVariableName(string colName) method TryGetVariableName (line 202) | public string TryGetVariableName(string colName) method AddVariable (line 217) | public string AddVariable(string colName, bool makeUniqueName = true) method AddIntermediateVariable (line 228) | public override string AddIntermediateVariable(DataViewType type, stri... method AddOutputVariable (line 243) | public void AddOutputVariable(DataViewType type, string variableName, ... method AddInputVariable (line 253) | public void AddInputVariable(DataViewType type, string colName) method RemoveInputVariable (line 262) | public override void RemoveInputVariable(string colName) method RetrieveShapeOrNull (line 276) | public override List RetrieveShapeOrNull(string variableName) method AddInitializer (line 294) | public override string AddInitializer(bool value, string name = null, ... method AddInitializer (line 301) | public override string AddInitializer(float value, string name = null,... method AddInitializer (line 308) | public override string AddInitializer(int value, Type type, string nam... method AddInitializer (line 315) | public override string AddInitializer(string value, string name = null... method AddInitializer (line 322) | public override string AddInitializer(long value, string name = null, ... method AddInitializer (line 329) | public override string AddInitializer(double value, string name = null... method AddInitializer (line 336) | public override string AddInitializer(ulong value, bool isUint64, stri... method AddInitializer (line 343) | public override string AddInitializer(IEnumerable values, IEnume... method AddInitializer (line 354) | public override string AddInitializer(IEnumerable values, IEnum... method AddInitializer (line 365) | public override string AddInitializer(IEnumerable values, Type ty... method AddInitializer (line 376) | public override string AddInitializer(IEnumerable values, IEnu... method AddInitializer (line 387) | public override string AddInitializer(IEnumerable values, IEnume... method AddInitializer (line 398) | public override string AddInitializer(IEnumerable values, IEnu... method AddInitializer (line 409) | public override string AddInitializer(IEnumerable values, bool ... method MakeModel (line 423) | public OnnxCSharpToProtoWrapper.ModelProto MakeModel() method GetOnnxVersion (line 430) | public override OnnxVersion GetOnnxVersion() => _onnxVersion; FILE: src/Microsoft.ML.OnnxConverter/OnnxExportExtensions.cs class OnnxExportExtensions (line 16) | public static class OnnxExportExtensions method ConvertToOnnxProtobufCore (line 18) | private static ModelProto ConvertToOnnxProtobufCore(IHostEnvironment e... method ConvertToOnnxProtobuf (line 49) | [BestFriend] method ConvertToOnnxProtobuf (line 65) | [BestFriend] method ConvertToOnnx (line 81) | public static void ConvertToOnnx(this ModelOperationsCatalog catalog, ... method ConvertToOnnx (line 93) | public static void ConvertToOnnx(this ModelOperationsCatalog catalog, ... method ConvertToOnnx (line 105) | public static void ConvertToOnnx(this ModelOperationsCatalog catalog, ... FILE: src/Microsoft.ML.OnnxConverter/OnnxMl.cs class OnnxCSharpToProtoWrapper (line 14) | internal class OnnxCSharpToProtoWrapper class OnnxMlReflection (line 18) | public static partial class OnnxMlReflection method OnnxMlReflection (line 29) | static OnnxMlReflection() type Version (line 143) | public enum Version class AttributeProto (line 203) | public sealed partial class AttributeProto : pb::IMessage method AttributeProto (line 222) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method OnConstruction (line 228) | partial void OnConstruction(); method AttributeProto (line 230) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Clone (line 252) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 510) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 516) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method GetHashCode (line 546) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method ToString (line 573) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method WriteTo (line 579) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method CalculateSize (line 644) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 701) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 769) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] class Types (line 880) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] type AttributeType (line 887) | public enum AttributeType class ValueInfoProto (line 913) | public sealed partial class ValueInfoProto : pb::IMessage method ValueInfoProto (line 932) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method OnConstruction (line 938) | partial void OnConstruction(); method ValueInfoProto (line 940) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Clone (line 949) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 1004) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 1010) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method GetHashCode (line 1027) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method ToString (line 1041) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method WriteTo (line 1047) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method CalculateSize (line 1071) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 1094) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 1120) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] class NodeProto (line 1165) | public sealed partial class NodeProto : pb::IMessage method NodeProto (line 1184) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method OnConstruction (line 1190) | partial void OnConstruction(); method NodeProto (line 1192) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Clone (line 1205) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 1318) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 1324) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method GetHashCode (line 1345) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method ToString (line 1363) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method WriteTo (line 1369) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method CalculateSize (line 1401) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 1431) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 1460) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] class ModelProto (line 1520) | public sealed partial class ModelProto : pb::IMessage method ModelProto (line 1539) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method OnConstruction (line 1545) | partial void OnConstruction(); method ModelProto (line 1547) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Clone (line 1562) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 1725) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 1731) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method GetHashCode (line 1754) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method ToString (line 1774) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method WriteTo (line 1780) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method CalculateSize (line 1826) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 1867) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 1911) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] class StringStringEntryProto (line 1981) | public sealed partial class StringStringEntryProto : pb::IMessage method GraphProto (line 2384) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method OnConstruction (line 2390) | partial void OnConstruction(); method GraphProto (line 2392) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Clone (line 2407) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 2546) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 2552) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method GetHashCode (line 2575) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method ToString (line 2595) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method WriteTo (line 2601) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method CalculateSize (line 2627) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 2653) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 2678) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] class TensorProto (line 2745) | public sealed partial class TensorProto : pb::IMessage method TensorProto (line 2764) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method OnConstruction (line 2770) | partial void OnConstruction(); method TensorProto (line 2772) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Clone (line 2792) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 3049) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 3055) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method GetHashCode (line 3083) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method ToString (line 3108) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method WriteTo (line 3114) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method CalculateSize (line 3161) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 3204) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 3250) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] class Types (line 3347) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] type DataType (line 3350) | public enum DataType type DataLocation (line 3418) | public enum DataLocation class Segment (line 3429) | public sealed partial class Segment : pb::IMessage method Segment (line 3448) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method OnConstruction (line 3454) | partial void OnConstruction(); method Segment (line 3456) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Clone (line 3464) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 3496) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 3502) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method GetHashCode (line 3518) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method ToString (line 3531) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method WriteTo (line 3537) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method CalculateSize (line 3556) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 3575) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 3593) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] class SparseTensorProto (line 3628) | public sealed partial class SparseTensorProto : pb::IMessage method Dimension (line 4049) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method OnConstruction (line 4055) | partial void OnConstruction(); method Dimension (line 4057) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Clone (line 4074) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] type ValueOneofCase (line 4131) | public enum ValueOneofCase method ClearValue (line 4144) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 4151) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 4157) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method GetHashCode (line 4175) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method ToString (line 4190) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method WriteTo (line 4196) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method CalculateSize (line 4220) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 4243) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 4267) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] class TypeProto (line 4309) | public sealed partial class TypeProto : pb::IMessage method TypeProto (line 4328) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method OnConstruction (line 4334) | partial void OnConstruction(); method TypeProto (line 4336) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Clone (line 4362) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] type ValueOneofCase (line 4463) | public enum ValueOneofCase method ClearValue (line 4479) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 4486) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 4492) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method GetHashCode (line 4513) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method ToString (line 4531) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method WriteTo (line 4537) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method CalculateSize (line 4576) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 4611) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 4664) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] class Types (line 4741) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] class Tensor (line 4744) | public sealed partial class Tensor : pb::IMessage method Tensor (line 4763) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method OnConstruction (line 4769) | partial void OnConstruction(); method Tensor (line 4771) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Clone (line 4779) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 4816) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 4822) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method GetHashCode (line 4838) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method ToString (line 4851) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method WriteTo (line 4857) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method CalculateSize (line 4876) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 4895) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 4917) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] class Sequence (line 4951) | public sealed partial class Sequence : pb::IMessage method Sequence (line 4970) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method OnConstruction (line 4976) | partial void OnConstruction(); method Sequence (line 4978) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Clone (line 4985) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 5008) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 5014) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method GetHashCode (line 5029) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method ToString (line 5041) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method WriteTo (line 5047) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method CalculateSize (line 5061) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 5076) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 5094) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] class Map (line 5123) | public sealed partial class Map : pb::IMessage method Map (line 5142) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method OnConstruction (line 5148) | partial void OnConstruction(); method Map (line 5150) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Clone (line 5158) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 5198) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 5204) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method GetHashCode (line 5220) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method ToString (line 5233) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method WriteTo (line 5239) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method CalculateSize (line 5258) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 5277) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 5299) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] class SparseTensor (line 5330) | public sealed partial class SparseTensor : pb::IMessage method SparseTensor (line 5349) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method OnConstruction (line 5355) | partial void OnConstruction(); method SparseTensor (line 5357) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Clone (line 5365) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 5402) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 5408) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method GetHashCode (line 5424) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method ToString (line 5437) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method WriteTo (line 5443) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method CalculateSize (line 5462) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 5481) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 5503) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] class Opaque (line 5534) | public sealed partial class Opaque : pb::IMessage method Opaque (line 5553) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method OnConstruction (line 5559) | partial void OnConstruction(); method Opaque (line 5561) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Clone (line 5569) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 5607) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method Equals (line 5613) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method GetHashCode (line 5629) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method ToString (line 5642) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method WriteTo (line 5648) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method CalculateSize (line 5667) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 5686) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] method MergeFrom (line 5704) | [global::System.Diagnostics.DebuggerNonUserCodeAttribute] class OperatorSetIdProto (line 5741) | public sealed partial class OperatorSetIdProto : pb::IMessage ... method AddAttribute (line 26) | public override void AddAttribute(string argName, IEnumerable v... method AddAttribute (line 28) | public override void AddAttribute(string argName, IEnumerable va... method AddAttribute (line 30) | public override void AddAttribute(string argName, long value) method AddAttribute (line 32) | public override void AddAttribute(string argName, IEnumerable va... method AddAttribute (line 34) | public override void AddAttribute(string argName, ReadOnlyMemory... method AddAttribute (line 36) | public override void AddAttribute(string argName, string[] value) method AddAttribute (line 38) | public override void AddAttribute(string argName, IEnumerable ... method AddAttribute (line 42) | public override void AddAttribute(string argName, string value) method AddAttribute (line 44) | public override void AddAttribute(string argName, bool value) method AddAttribute (line 46) | public override void AddAttribute(string argName, Type value) FILE: src/Microsoft.ML.OnnxConverter/OnnxUtils.cs class OnnxUtils (line 19) | internal static class OnnxUtils method MakeType (line 21) | private static TypeProto MakeType(TypeProto typeProto, TensorProto.Typ... method MakeValue (line 50) | private static ValueInfoProto MakeValue(ValueInfoProto value, string n... method MakeAttribute (line 64) | private static AttributeProto MakeAttribute(string key) method MakeAttribute (line 73) | private static AttributeProto MakeAttribute(string key, TensorProto.Ty... method MakeAttribute (line 81) | private static AttributeProto MakeAttribute(string key, double value) method MakeAttribute (line 89) | private static AttributeProto MakeAttribute(string key, IEnumerable... method MakeNode (line 165) | public static NodeProto MakeNode(string opType, IEnumerable in... method NodeAddAttributes (line 181) | public static void NodeAddAttributes(NodeProto node, string argName, d... method NodeAddAttributes (line 184) | public static void NodeAddAttributes(NodeProto node, string argName, I... method NodeAddAttributes (line 187) | public static void NodeAddAttributes(NodeProto node, string argName, I... method NodeAddAttributes (line 190) | public static void NodeAddAttributes(NodeProto node, string argName, I... method NodeAddAttributes (line 193) | public static void NodeAddAttributes(NodeProto node, string argName, l... method NodeAddAttributes (line 196) | public static void NodeAddAttributes(NodeProto node, string argName, I... method NodeAddAttributes (line 199) | public static void NodeAddAttributes(NodeProto node, string argName, R... method NodeAddAttributes (line 202) | public static void NodeAddAttributes(NodeProto node, string argName, s... method NodeAddAttributes (line 205) | public static void NodeAddAttributes(NodeProto node, string argName, I... method NodeAddAttributes (line 208) | public static void NodeAddAttributes(NodeProto node, string argName, I... method NodeAddAttributes (line 211) | public static void NodeAddAttributes(NodeProto node, string argName, s... method NodeAddAttributes (line 214) | public static void NodeAddAttributes(NodeProto node, string argName, G... method NodeAddAttributes (line 217) | public static void NodeAddAttributes(NodeProto node, string argName, I... method NodeAddAttributes (line 220) | public static void NodeAddAttributes(NodeProto node, string argName, b... method NodeAddAttributes (line 222) | public static void NodeAddAttributes(NodeProto node, string argName, T... method ConvertToTensorProtoType (line 225) | private static TensorProto.Types.DataType ConvertToTensorProtoType(Typ... method StringToByteString (line 262) | private static ByteString StringToByteString(ReadOnlyMemory str)... method StringToByteString (line 263) | private static IEnumerable StringToByteString(IEnumerable<... method StringToByteString (line 266) | private static IEnumerable StringToByteString(IEnumerable<... method StringToByteString (line 269) | private static ByteString StringToByteString(string str) => ByteString... class ModelArgs (line 271) | public sealed class ModelArgs method ModelArgs (line 278) | public ModelArgs(string name, TensorProto.Types.DataType dataType, L... method MakeModel (line 287) | public static ModelProto MakeModel(List nodes, string produ... method GetModelArgs (line 339) | public static ModelArgs GetModelArgs(DataViewType type, string colName, method MakeInt64 (line 390) | public static TensorProto MakeInt64(string name, long value) method MakeInt64s (line 400) | public static TensorProto MakeInt64s(string name, IEnumerable va... method MakeInt32 (line 414) | public static TensorProto MakeInt32(string name, Type type, int value) method MakeInt32s (line 424) | public static TensorProto MakeInt32s(string name, Type type, IEnumerab... method MakeUInt (line 438) | public static TensorProto MakeUInt(string name, bool isUint64, ulong v... method MakeUInts (line 448) | public static TensorProto MakeUInts(string name, bool isUint64, IEnume... method MakeDouble (line 462) | public static TensorProto MakeDouble(string name, double value) method MakeDoubles (line 472) | public static TensorProto MakeDoubles(string name, IEnumerable... method MakeFloat (line 486) | public static TensorProto MakeFloat(string name, float value) method MakeFloats (line 496) | public static TensorProto MakeFloats(string name, IEnumerable v... method MakeString (line 510) | public static TensorProto MakeString(string name, string value) method MakeStrings (line 520) | public static TensorProto MakeStrings(string name, IEnumerable... FILE: src/Microsoft.ML.OnnxConverter/SaveOnnxCommand.cs class SaveOnnxCommand (line 29) | internal sealed class SaveOnnxCommand : DataCommand.ImplBase CreateDropMap(string[] toDrop) method Run (line 131) | public override void Run() method GetPipe (line 139) | internal static void GetPipe(OnnxContextImpl ctx, IChannel ch, IDataVi... method ConvertTransformListToOnnxModel (line 164) | internal static ModelProto ConvertTransformListToOnnxModel(OnnxContext... method AddSlotNames (line 222) | private static void AddSlotNames(OnnxContextImpl ctx, DataViewSchema.C... method HasKeyValues (line 247) | private bool HasKeyValues(DataViewSchema.Column column) method GetPassThroughKeyDataViewTypeColumnsNames (line 261) | private HashSet GetPassThroughKeyDataViewTypeColumnsNames(IDat... method Run (line 291) | private void Run(IChannel ch) class Output (line 425) | public sealed class Output method Apply (line 429) | [TlcModule.EntryPoint(Name = "Models.OnnxConverter", Desc = "Converts ... FILE: src/Microsoft.ML.OnnxTransformer/DnnImageFeaturizerTransform.cs class DnnImageModelSelector (line 19) | public sealed class DnnImageModelSelector class DnnImageFeaturizerInput (line 27) | public sealed class DnnImageFeaturizerInput method DnnImageFeaturizerInput (line 35) | internal DnnImageFeaturizerInput(string outputColumnName, string input... class DnnImageFeaturizerEstimator (line 83) | public sealed class DnnImageFeaturizerEstimator : IEstimator Fit(IDataView input) method GetOutputSchema (line 112) | public SchemaShape GetOutputSchema(SchemaShape inputSchema) FILE: src/Microsoft.ML.OnnxTransformer/OnnxCatalog.cs class OnnxCatalog (line 14) | public static class OnnxCatalog method ApplyOnnxModel (line 38) | public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatal... method ApplyOnnxModel (line 66) | public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatal... method ApplyOnnxModel (line 98) | public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatal... method ApplyOnnxModel (line 134) | public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatal... method ApplyOnnxModel (line 165) | public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatal... method ApplyOnnxModel (line 197) | public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatal... method ApplyOnnxModel (line 218) | public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatal... method ApplyOnnxModel (line 250) | public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatal... method ApplyOnnxModel (line 288) | public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatal... method ApplyOnnxModel (line 315) | public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatal... method ApplyOnnxModel (line 340) | public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatal... method ApplyOnnxModel (line 369) | public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatal... method ApplyOnnxModel (line 399) | public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatal... method ApplyOnnxModel (line 430) | public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatal... method ApplyOnnxModel (line 462) | public static OnnxScoringEstimator ApplyOnnxModel(this TransformsCatal... method DnnFeaturizeImage (line 493) | public static DnnImageFeaturizerEstimator DnnFeaturizeImage(this Trans... method GetGpuDeviceId (line 499) | private static (Runtime.IHostEnvironment, int?, bool) GetGpuDeviceId(T... FILE: src/Microsoft.ML.OnnxTransformer/OnnxMapType.cs class OnnxMapType (line 18) | public sealed class OnnxMapType : StructuredDataViewType method OnnxMapType (line 25) | public OnnxMapType(Type keyType, Type valueType) : base(typeof(IDictio... method Equals (line 30) | public override bool Equals(DataViewType other) method GetHashCode (line 38) | public override int GetHashCode() class OnnxMapTypeAttribute (line 50) | public sealed class OnnxMapTypeAttribute : DataViewTypeAttribute method OnnxMapTypeAttribute (line 58) | public OnnxMapTypeAttribute() method OnnxMapTypeAttribute (line 67) | public OnnxMapTypeAttribute(Type keyType, Type valueType) method Equals (line 76) | public override bool Equals(DataViewTypeAttribute other) method GetHashCode (line 86) | public override int GetHashCode() method Register (line 94) | public override void Register() FILE: src/Microsoft.ML.OnnxTransformer/OnnxOptions.cs class OnnxOptions (line 12) | public sealed class OnnxOptions FILE: src/Microsoft.ML.OnnxTransformer/OnnxSequenceType.cs class OnnxSequenceType (line 18) | public sealed class OnnxSequenceType : StructuredDataViewType method MakeNativeType (line 20) | private static Type MakeNativeType(Type elementType) method OnnxSequenceType (line 31) | public OnnxSequenceType(Type elementType) : base(MakeNativeType(elemen... method Equals (line 36) | public override bool Equals(DataViewType other) method GetHashCode (line 44) | public override int GetHashCode() class OnnxSequenceTypeAttribute (line 56) | public sealed class OnnxSequenceTypeAttribute : DataViewTypeAttribute method OnnxSequenceTypeAttribute (line 63) | [Obsolete("Please specify sequence type when use OnnxSequenceType Attr... method OnnxSequenceTypeAttribute (line 72) | public OnnxSequenceTypeAttribute(Type elemType) method Equals (line 80) | public override bool Equals(DataViewTypeAttribute other) method GetHashCode (line 90) | public override int GetHashCode() method Register (line 98) | public override void Register() FILE: src/Microsoft.ML.OnnxTransformer/OnnxSessionOptions.cs class OnnxSessionOptionsExtensions (line 15) | public static class OnnxSessionOptionsExtensions method GetOnnxSessionOption (line 19) | public static OnnxSessionOptions GetOnnxSessionOption(this IHostEnviro... method SetOnnxSessionOption (line 29) | public static void SetOnnxSessionOption(this IHostEnvironment env, Onn... class OnnxSessionOptions (line 40) | public sealed class OnnxSessionOptions method CopyTo (line 42) | internal void CopyTo(SessionOptions sessionOptions) FILE: src/Microsoft.ML.OnnxTransformer/OnnxTransform.cs class OnnxTransformer (line 42) | public sealed class OnnxTransformer : RowToRowTransformerBase, IDisposable class CustomShapeInfo (line 50) | internal sealed class CustomShapeInfo method CustomShapeInfo (line 56) | public CustomShapeInfo() { } method CustomShapeInfo (line 58) | public CustomShapeInfo(string name, int[] shape) class Options (line 71) | internal sealed class Options : TransformInputBase method GetVersionInfo (line 135) | private static VersionInfo GetVersionInfo() method Create (line 150) | private static IDataTransform Create(IHostEnvironment env, Options opt... method Create (line 156) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Create (line 160) | private static OnnxTransformer Create(IHostEnvironment env, ModelLoadC... method Create (line 232) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method OnnxTransformer (line 235) | private OnnxTransformer(IHostEnvironment env, Options options, byte[] ... method OnnxTransformer (line 312) | internal OnnxTransformer(IHostEnvironment env, string modelFile, int? ... method OnnxTransformer (line 338) | internal OnnxTransformer(IHostEnvironment env, Stream modelBytes, int?... method OnnxTransformer (line 367) | internal OnnxTransformer(IHostEnvironment env, string[] outputColumnNa... method OnnxTransformer (line 399) | internal OnnxTransformer(IHostEnvironment env, string[] outputColumnNa... method SaveModel (line 417) | private protected override void SaveModel(ModelSaveContext ctx) method MakeRowMapper (line 449) | private protected override IRowMapper MakeRowMapper(DataViewSchema inp... method AdjustDimensions (line 455) | private static IEnumerable AdjustDimensions(OnnxShape shape) method MapDataViewColumnToOnnxOutputTensor (line 475) | internal int MapDataViewColumnToOnnxOutputTensor(int iinfo) method Dispose (line 481) | public void Dispose() class Mapper (line 489) | private sealed class Mapper : MapperBase method Mapper (line 506) | public Mapper(OnnxTransformer parent, DataViewSchema inputSchema) : method GetOutputColumnsCore (line 566) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... method AddSlotNames (line 583) | private void AddSlotNames(string columnName, DataViewSchema.Annotati... method GetDependenciesCore (line 608) | private protected override Func GetDependenciesCore(Func<... method SaveModel (line 613) | private protected override void SaveModel(ModelSaveContext ctx) => _... method MakeGetter (line 615) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method CreateGetter (line 618) | private Delegate CreateGetter(DataViewRow input, int iinfo, Func(DataViewRow input, int iinfo, I... method MakeStringTensorGetter (line 727) | private Delegate MakeStringTensorGetter(DataViewRow input, int iinfo... method MakeObjectGetter (line 751) | private Delegate MakeObjectGetter(DataViewRow input, int iinfo, I... method GetNamedOnnxValueGetters (line 773) | private static INamedOnnxValueGetter[] GetNamedOnnxValueGetters(Data... method CreateNamedOnnxValueGetter (line 795) | private static INamedOnnxValueGetter CreateNamedOnnxValueGetter(Data... method CreateNamedOnnxValueGetterCore (line 809) | private static INamedOnnxValueGetter CreateNamedOnnxValueGetterCore<... method CreateNamedOnnxValueGetterVec (line 818) | private static INamedOnnxValueGetter CreateNamedOnnxValueGetterVec(D... method CreateNamedOnnxValueGetterVecCore (line 832) | private static INamedOnnxValueGetter CreateNamedOnnxValueGetterVecCo... type INamedOnnxValueGetter (line 840) | private interface INamedOnnxValueGetter method GetNamedOnnxValue (line 842) | NamedOnnxValue GetNamedOnnxValue(); class NameOnnxValueGetter (line 845) | private class NameOnnxValueGetter : INamedOnnxValueGetter method NameOnnxValueGetter (line 850) | public NameOnnxValueGetter(DataViewRow input, int colIndex) method GetNamedOnnxValue (line 855) | public NamedOnnxValue GetNamedOnnxValue() class NamedOnnxValueGetterVec (line 863) | private class NamedOnnxValueGetterVec : INamedOnnxValueGetter method NamedOnnxValueGetterVec (line 876) | public NamedOnnxValueGetterVec(DataViewRow input, int colIndex, On... method GetNamedOnnxValue (line 893) | public NamedOnnxValue GetNamedOnnxValue() method GetNamedOnnxValueCore (line 898) | private void GetNamedOnnxValueCore() method GetNamedOnnxValueKnownSize (line 904) | private NamedOnnxValue GetNamedOnnxValueKnownSize() method GetNamedOnnxValueUnknownSize (line 910) | private NamedOnnxValue GetNamedOnnxValueUnknownSize() class OnnxScoringEstimator (line 960) | public sealed class OnnxScoringEstimator : TrivialEstimator GetTensorDims(Microsoft.ML.Model.OnnxCo... method GetDataViewType (line 222) | public static DataViewType GetDataViewType(OnnxCSharpToProtoWrapper.Ty... class CastHelper (line 264) | private class CastHelper method CastTo (line 266) | public static T CastTo(object o) => (T)o; method CastOnnxSequenceToIEnumerable (line 268) | public static IEnumerable CastOnnxSequenceToIEnumerable GetDataViewValueCasterAndRe... FILE: src/Microsoft.ML.OnnxTransformer/OnnxUtils.cs class OnnxModel (line 26) | internal sealed class OnnxModel : IDisposable class OnnxModelInfo (line 32) | public sealed class OnnxModelInfo method OnnxModelInfo (line 60) | public OnnxModelInfo(IEnumerable inputsInfo, IEnum... method GetInput (line 73) | public OnnxVariableInfo GetInput(string name) method GetOutput (line 91) | public OnnxVariableInfo GetOutput(string name) class OnnxVariableInfo (line 105) | public class OnnxVariableInfo method OnnxVariableInfo (line 132) | public OnnxVariableInfo(string name, OnnxShape shape, Type typeInOnn... method OnnxModel (line 172) | public OnnxModel(IHostEnvironment env, string modelFile, int? gpuDevic... method GetOnnxVariablesFromMetadata (line 296) | private List GetOnnxVariablesFromMetadata(IReadOnlyD... method CheckOnnxShapeCompatibility (line 364) | private static bool CheckOnnxShapeCompatibility(IEnumerable left,... method CreateFromBytes (line 384) | public static OnnxModel CreateFromBytes(byte[] modelBytes, IHostEnviro... method CreateFromBytes (line 405) | public static OnnxModel CreateFromBytes(byte[] modelBytes, IHostEnviro... method CreateFromStream (line 430) | public static OnnxModel CreateFromStream(Stream modelBytes, IHostEnvir... method Run (line 449) | public IDisposableReadOnlyCollection Run(Lis... method Dispose (line 460) | public void Dispose() method Dispose (line 470) | private void Dispose(bool disposing) class OnnxUtils (line 492) | internal sealed class OnnxUtils method CreateScalarNamedOnnxValue (line 534) | public static NamedOnnxValue CreateScalarNamedOnnxValue(string name... method CreateNamedOnnxValue (line 554) | public static NamedOnnxValue CreateNamedOnnxValue(string name, Read... method OnnxToMlNetType (line 579) | public static PrimitiveDataViewType OnnxToMlNetType(Type type) FILE: src/Microsoft.ML.PCA/PCACatalog.cs class PcaCatalog (line 17) | public static class PcaCatalog method ProjectToPrincipalComponents (line 28) | public static PrincipalComponentAnalyzer ProjectToPrincipalComponents(... method ProjectToPrincipalComponents (line 42) | [BestFriend] method RandomizedPca (line 67) | public static RandomizedPcaTrainer RandomizedPca(this AnomalyDetection... method RandomizedPca (line 95) | public static RandomizedPcaTrainer RandomizedPca(this AnomalyDetection... FILE: src/Microsoft.ML.PCA/PcaTrainer.cs class RandomizedPcaTrainer (line 82) | public sealed class RandomizedPcaTrainer : TrainerEstimatorBase, method GetVersionInfo (line 423) | private static VersionInfo GetVersionInfo() method PcaModelParameters (line 452) | internal PcaModelParameters(IHostEnvironment env, int rank, float[][] ... method PcaModelParameters (line 475) | private PcaModelParameters(IHostEnvironment env, ModelLoadContext ctx) method SaveCore (line 519) | private protected override void SaveCore(ModelSaveContext ctx) method Create (line 547) | internal static PcaModelParameters Create(IHostEnvironment env, ModelL... method SaveSummary (line 555) | void ICanSaveSummary.SaveSummary(TextWriter writer, RoleMappedSchema s... method SaveAsText (line 560) | void ICanSaveInTextFormat.SaveAsText(TextWriter writer, RoleMappedSche... method GetSummaryDataView (line 587) | IDataView ICanGetSummaryAsIDataView.GetSummaryDataView(RoleMappedSchem... method GetMapper (line 617) | ValueMapper IValueMapper.GetMapper() method Score (line 631) | private float Score(in VBuffer src) method GetEigenVectors (line 662) | public void GetEigenVectors(ref VBuffer[] vectors, out int rank) method GetMean (line 673) | public void GetMean(ref VBuffer mean) FILE: src/Microsoft.ML.PCA/PcaTransformer.cs class PrincipalComponentAnalysisTransformer (line 36) | public sealed class PrincipalComponentAnalysisTransformer : OneToOneTran... class Options (line 38) | internal sealed class Options : TransformInputBase class Column (line 59) | internal class Column : OneToOneColumn method Parse (line 76) | internal static Column Parse(string str) method TryUnparse (line 86) | internal bool TryUnparse(StringBuilder sb) class TransformInfo (line 98) | private sealed class TransformInfo method TransformInfo (line 108) | public TransformInfo(int rank, int dim) method TransformInfo (line 115) | public TransformInfo(ModelLoadContext ctx) method Save (line 142) | internal void Save(ModelSaveContext ctx) method ProjectMean (line 166) | public void ProjectMean(float[] mean) method GetVersionInfo (line 186) | private static VersionInfo GetVersionInfo() method PrincipalComponentAnalysisTransformer (line 204) | internal PrincipalComponentAnalysisTransformer(IHostEnvironment env, I... method PrincipalComponentAnalysisTransformer (line 223) | private PrincipalComponentAnalysisTransformer(IHost host, ModelLoadCon... method Create (line 240) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Create (line 244) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method Create (line 248) | private static IDataTransform Create(IHostEnvironment env, Options opt... method Create (line 266) | private static PrincipalComponentAnalysisTransformer Create(IHostEnvir... method SaveModel (line 281) | private protected override void SaveModel(ModelSaveContext ctx) method GetColumnPairs (line 294) | private static (string outputColumnName, string inputColumnName)[] Get... method Train (line 300) | private void Train(PrincipalComponentAnalyzer.ColumnOptions[] columns,... method Project (line 391) | private void Project(IDataView trainingData, float[][] mean, float[][]... method PostProcess (line 477) | private float[][] PostProcess(float[][] y, float[] sigma, float[] z, i... method MakeRowMapper (line 500) | private protected override IRowMapper MakeRowMapper(DataViewSchema sch... method CheckInputColumn (line 502) | private protected override void CheckInputColumn(DataViewSchema inputS... method ValidatePcaInput (line 507) | internal static void ValidatePcaInput(IExceptionContext ectx, string n... class Mapper (line 515) | private sealed class Mapper : OneToOneMapperBase, ISaveAsOnnx class ColumnSchemaInfo (line 517) | public sealed class ColumnSchemaInfo method ColumnSchemaInfo (line 523) | public ColumnSchemaInfo((string outputColumnName, string inputColu... method Mapper (line 543) | public Mapper(PrincipalComponentAnalysisTransformer parent, DataView... method GetOutputColumnsCore (line 561) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... method MakeGetter (line 569) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method TransformFeatures (line 587) | private static void TransformFeatures(IExceptionContext ectx, in VBu... method CanSaveOnnx (line 601) | public bool CanSaveOnnx(OnnxContext ctx) => true; method SaveAsOnnx (line 603) | public void SaveAsOnnx(OnnxContext ctx) method SaveAsOnnxCore (line 624) | private void SaveAsOnnxCore(OnnxContext ctx, int iinfo, string srcVa... method Calculate (line 678) | [TlcModule.EntryPoint(Name = "Transforms.PcaCalculator", class PrincipalComponentAnalyzer (line 695) | public sealed class PrincipalComponentAnalyzer : IEstimator n... method GetOutputSchema (line 815) | public SchemaShape GetOutputSchema(SchemaShape inputSchema) FILE: src/Microsoft.ML.Parquet/ParquetLoader.cs class ParquetLoader (line 33) | [BestFriend] class Column (line 42) | private sealed class Column method Column (line 65) | public Column(string name, DataViewType colType, DataField dataField... class Arguments (line 78) | public sealed class Arguments method GetVersionInfo (line 105) | private static VersionInfo GetVersionInfo() method ParquetLoader (line 117) | public ParquetLoader(IHostEnvironment env, Arguments args, IMultiStrea... method ParquetLoader (line 122) | public ParquetLoader(IHostEnvironment env, Arguments args, string file... method ParquetLoader (line 127) | public ParquetLoader(IHostEnvironment env, Arguments args, Stream stream) method ParquetLoader (line 132) | private ParquetLoader(Arguments args, IHost host, Stream stream) method ParquetLoader (line 176) | private ParquetLoader(IHost host, ModelLoadContext ctx, IMultiStreamSo... method Create (line 239) | public static ParquetLoader Create(IHostEnvironment env, ModelLoadCont... method InitColumns (line 259) | private Column[] InitColumns(DataSet dataSet) method FlattenFields (line 270) | private void FlattenFields(Field field, ref List cols, bool is... method CreateSchema (line 314) | private DataViewSchema CreateSchema(IExceptionContext ectx, Column[] c... method ConvertFieldType (line 326) | private DataViewType ConvertFieldType(DataType parquetType) method OpenStream (line 371) | private static Stream OpenStream(IMultiStreamSource files) method OpenStream (line 378) | private static Stream OpenStream(string filename) method GetRowCount (line 389) | public long? GetRowCount() method GetRowCursor (line 394) | public DataViewRowCursor GetRowCursor(IEnumerable CreateGetterDelegateCore GetGetter(DataViewSchema... method GetIdGetter (line 611) | public override ValueGetter GetIdGetter() method IsColumnActive (line 625) | public override bool IsColumnActive(DataViewSchema.Column column) method CreateOrderSequence (line 637) | private IEnumerable CreateOrderSequence(int size) method Dispose (line 654) | private void Dispose(bool disposing) method Dispose (line 666) | public void Dispose() class ParquetConversions (line 682) | private sealed class ParquetConversions method ParquetConversions (line 686) | public ParquetConversions(IChannel channel) method Conv (line 691) | public void Conv(in byte[] src, ref VBuffer dst) => dst = src ... method Conv (line 693) | public void Conv(in sbyte? src, ref sbyte dst) => dst = (sbyte)src; method Conv (line 695) | public void Conv(in byte src, ref byte dst) => dst = src; method Conv (line 697) | public void Conv(in short? src, ref short dst) => dst = (short)src; method Conv (line 699) | public void Conv(in ushort src, ref ushort dst) => dst = src; method Conv (line 701) | public void Conv(in int? src, ref int dst) => dst = (int)src; method Conv (line 703) | public void Conv(in long? src, ref long dst) => dst = (long)src; method Conv (line 705) | public void Conv(in float? src, ref Single dst) => dst = src ?? Sing... method Conv (line 707) | public void Conv(in double? src, ref Double dst) => dst = src ?? Dou... method Conv (line 709) | public void Conv(in decimal? src, ref Double dst) => dst = src != nu... method Conv (line 711) | public void Conv(in string src, ref ReadOnlyMemory dst) => dst... method Conv (line 714) | public void Conv(in bool src, ref bool dst) => dst = src; method Conv (line 716) | public void Conv(in DateTimeOffset src, ref DateTimeOffset dst) => d... method Conv (line 718) | public void Conv(in IList src, ref ReadOnlyMemory dst) => dst ... method Conv (line 725) | public void Conv(in BigInteger src, ref DataViewRowId dst) method Conv (line 747) | public void Conv(in Interval src, ref TimeSpan dst) method ConvertListToString (line 752) | private string ConvertListToString(IList list) FILE: src/Microsoft.ML.Parquet/PartitionedFileLoader.cs class PartitionedFileLoader (line 50) | [BestFriend] method GetVersionInfo (line 58) | private static VersionInfo GetVersionInfo() class Arguments (line 69) | public class Arguments class Column (line 84) | public sealed class Column method Parse (line 95) | internal static Column Parse(string str) method TryParse (line 107) | private static bool TryParse(string str, out Column column) method TryUnparse (line 142) | internal bool TryUnparse(StringBuilder sb) method PartitionedFileLoader (line 174) | public PartitionedFileLoader(IHostEnvironment env, Arguments args, IMu... method PartitionedFileLoader (line 210) | private PartitionedFileLoader(IHost host, ModelLoadContext ctx, IMulti... method Create (line 243) | public static PartitionedFileLoader Create(IHostEnvironment env, Model... method Save (line 256) | void ICanSaveModel.Save(ModelSaveContext ctx) method GetRowCount (line 292) | public long? GetRowCount() method GetRowCursor (line 297) | public DataViewRowCursor GetRowCursor(IEnumerable GetGetter(DataViewSchema... method GetIdGetter (line 433) | public override ValueGetter GetIdGetter() method IsColumnActive (line 447) | public override bool IsColumnActive(DataViewSchema.Column column) method MoveNextCore (line 453) | protected override bool MoveNextCore() method TryGetNextPathAndValues (line 504) | private bool TryGetNextPathAndValues(out string path, out string rel... method UpdateSubGetters (line 543) | private void UpdateSubGetters() method UpdateColumnValues (line 556) | private void UpdateColumnValues(string path, List values) method CreateGetters (line 575) | private Delegate[] CreateGetters() method CreateSubGetterDelegateCore (line 602) | private Delegate CreateSubGetterDelegateCore(int col) method SubGetterDelegateCore (line 607) | private ValueGetter SubGetterDelegateCore(int col) method CreateGetterDelegateCore (line 619) | private Delegate CreateGetterDelegateCore(int col, DataViewT... method GetterDelegateCore (line 624) | private ValueGetter GetterDelegateCore(int col, Data... method IsSubColumn (line 641) | private bool IsSubColumn(int col) method CreateFileOrder (line 648) | private IEnumerable CreateFileOrder(Random rand) method SchemasMatch (line 660) | private bool SchemasMatch(DataViewSchema schema1, DataViewSchema sch... method MarshalGetter (line 681) | private Delegate MarshalGetter(Func re... method GetRelativePath (line 748) | private string GetRelativePath(string basepath, IMultiStreamSource files) method ParseColumns (line 764) | private IEnumerable ParseColumns(string path) method GetDirectoryCount (line 774) | private int GetDirectoryCount(string path) FILE: src/Microsoft.ML.Parquet/PartitionedPathParser.cs type IPartitionedPathParser (line 42) | [BestFriend] method ParseColumns (line 51) | IEnumerable ParseColumns(string path); method ParseValues (line 59) | IEnumerable ParseValues(string path); type IPartitionedPathParserFactory (line 62) | [TlcModule.ComponentKind("PartitionedPathParser")] method CreateComponent (line 66) | new IPartitionedPathParser CreateComponent(IHostEnvironment env); class SimplePartitionedPathParser (line 69) | internal sealed class SimplePartitionedPathParser : IPartitionedPathPars... class Arguments (line 76) | [TlcModule.Component(Name = SimplePartitionedPathParser.LoadName, Frie... method CreateComponent (line 87) | public IPartitionedPathParser CreateComponent(IHostEnvironment env) ... method GetVersionInfo (line 90) | private static VersionInfo GetVersionInfo() method SimplePartitionedPathParser (line 104) | public SimplePartitionedPathParser(IHostEnvironment env, Arguments args) method SimplePartitionedPathParser (line 118) | private SimplePartitionedPathParser(IHost host, ModelLoadContext ctx) method Create (line 141) | public static SimplePartitionedPathParser Create(IHostEnvironment env,... method Save (line 151) | void ICanSaveModel.Save(ModelSaveContext ctx) method ParseColumns (line 171) | public IEnumerable ParseColumns(string p... method ParseValues (line 188) | public IEnumerable ParseValues(string path) class ParquetPartitionedPathParserFactory (line 197) | [TlcModule.Component(Name = ParquetPartitionedPathParser.LoadName, Frien... method CreateComponent (line 201) | public IPartitionedPathParser CreateComponent(IHostEnvironment env) =>... class ParquetPartitionedPathParser (line 204) | [BestFriend] method GetVersionInfo (line 215) | private static VersionInfo GetVersionInfo() method ParquetPartitionedPathParser (line 226) | public ParquetPartitionedPathParser() method ParquetPartitionedPathParser (line 231) | private ParquetPartitionedPathParser(IHost host, ModelLoadContext ctx) method Create (line 254) | public static ParquetPartitionedPathParser Create(IHostEnvironment env... method Save (line 264) | void ICanSaveModel.Save(ModelSaveContext ctx) method ParseColumns (line 283) | public IEnumerable ParseColumns(string p... method ParseValues (line 304) | public IEnumerable ParseValues(string path) method TryParseNames (line 319) | public bool TryParseNames(string path, out List names) method TryParseValues (line 324) | public bool TryParseValues(string path, out List values) method TryParseNamesAndValues (line 329) | public bool TryParseNamesAndValues(string path, out List names... method TryParseNameValueFromDir (line 366) | private static bool TryParseNameValueFromDir(string dir, out string na... FILE: src/Microsoft.ML.Parquet/PartitionedPathUtils.cs class PartitionedPathUtils (line 12) | internal static class PartitionedPathUtils method MakePathRelative (line 21) | internal static string MakePathRelative(string basepath, string path) method SplitDirectories (line 66) | internal static IEnumerable SplitDirectories(string path) FILE: src/Microsoft.ML.Recommender/MatrixFactorizationPredictor.cs class MatrixFactorizationModelParameters (line 35) | public sealed class MatrixFactorizationModelParameters : IPredictor, ICa... method GetVersionInfo (line 40) | private static VersionInfo GetVersionInfo() method MatrixFactorizationModelParameters (line 92) | internal MatrixFactorizationModelParameters(IHostEnvironment env, Safe... method MatrixFactorizationModelParameters (line 113) | private MatrixFactorizationModelParameters(IHostEnvironment env, Model... method Create (line 155) | internal static MatrixFactorizationModelParameters Create(IHostEnviron... method Save (line 166) | void ICanSaveModel.Save(ModelSaveContext ctx) method SaveAsText (line 193) | void ICanSaveInTextFormat.SaveAsText(TextWriter writer, RoleMappedSche... method GetGetter (line 216) | private ValueGetter GetGetter(ValueGetter matrixColumnInd... method GetMapper (line 242) | private ValueMapper Get... method MapperCore (line 268) | private void MapperCore(in uint srcCol, ref uint srcRow, ref float dst) method Score (line 295) | private float Score(int columnIndex, int rowIndex) method Bind (line 313) | ISchemaBoundMapper ISchemaBindableMapper.Bind(IHostEnvironment env, Ro... class RowMapper (line 320) | private sealed class RowMapper : ISchemaBoundRowMapper method RowMapper (line 335) | public RowMapper(IHostEnvironment env, MatrixFactorizationModelParam... method GetDependenciesForNewColumns (line 365) | public IEnumerable GetDependenciesForNewColum... method GetInputColumnRoles (line 373) | public IEnumerable... method CheckInputSchema (line 379) | private void CheckInputSchema(DataViewSchema schema, int matrixColum... method CreateGetter (line 392) | private Delegate[] CreateGetter(DataViewRow input, bool[] active) method GetRow (line 411) | DataViewRow ISchemaBoundRowMapper.GetRow(DataViewRow input, IEnumera... class MatrixFactorizationPredictionTransformer (line 425) | public sealed class MatrixFactorizationPredictionTransformer : Predictio... method MatrixFactorizationPredictionTransformer (line 445) | internal MatrixFactorizationPredictionTransformer(IHostEnvironment env... method GetSchema (line 469) | private RoleMappedSchema GetSchema() method MatrixFactorizationPredictionTransformer (line 482) | private MatrixFactorizationPredictionTransformer(IHostEnvironment host... method GetOutputSchema (line 512) | public override DataViewSchema GetOutputSchema(DataViewSchema inputSch... method SaveModel (line 522) | private protected override void SaveModel(ModelSaveContext ctx) method GetVersionInfo (line 549) | private static VersionInfo GetVersionInfo() method Create (line 559) | internal static MatrixFactorizationPredictionTransformer Create(IHostE... FILE: src/Microsoft.ML.Recommender/MatrixFactorizationTrainer.cs class MatrixFactorizationTrainer (line 113) | public sealed class MatrixFactorizationTrainer : ITrainer Train(context); method Train (line 433) | MatrixFactorizationModelParameters ITrainer> CrossVa... FILE: src/Microsoft.ML.Recommender/RecommenderUtils.cs class RecommenderUtils (line 11) | internal static class RecommenderUtils method CheckAndGetMatrixIndexColumns (line 22) | public static void CheckAndGetMatrixIndexColumns(RoleMappedData data, ... method TryMarshalGoodRowColumnType (line 33) | private static bool TryMarshalGoodRowColumnType(DataViewType type, out... method CheckRowColumnType (line 48) | private static KeyDataViewType CheckRowColumnType(RoleMappedData data,... FILE: src/Microsoft.ML.Recommender/SafeTrainingAndModelBuffer.cs class SafeTrainingAndModelBuffer (line 18) | internal sealed class SafeTrainingAndModelBuffer : IDisposable type MFNode (line 20) | [StructLayout(LayoutKind.Sequential)] type MFProblem (line 39) | [StructLayout(LayoutKind.Sequential)] type MFParameter (line 63) | [StructLayout(LayoutKind.Sequential)] type MFModel (line 155) | [StructLayout(LayoutKind.Sequential)] method MFDestroyModel (line 196) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method MFTrain (line 199) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method MFTrainWithValidation (line 202) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method MFCrossValidation (line 205) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method MFPredict (line 208) | [DllImport(NativePath), SuppressUnmanagedCodeSecurity] method SafeTrainingAndModelBuffer (line 215) | public SafeTrainingAndModelBuffer(IHostEnvironment env, int fun, int k... method Dispose (line 242) | public void Dispose() method Dispose (line 248) | private unsafe void Dispose(bool disposing) method ConstructLabeledNodesFrom (line 258) | private MFNode[] ConstructLabeledNodesFrom(IChannel ch, DataViewRowCur... method Train (line 314) | public unsafe void Train(IChannel ch, int rowCount, int colCount, method TrainWithValidation (line 344) | public unsafe void TrainWithValidation(IChannel ch, int rowCount, int ... method Get (line 383) | public unsafe void Get(out int m, out int n, out int k, out float[] p,... FILE: src/Microsoft.ML.ResultProcessor/ResultProcessor.cs class PredictorResult (line 29) | [Serializable] method CheckForSameValues (line 67) | public void CheckForSameValues() method AllignSettingHeaderNames (line 94) | public bool AllignSettingHeaderNames(ExperimentItemResult result) method AllignResultHeaderNames (line 111) | public bool AllignResultHeaderNames(ExperimentItemResult result) method GetDefaultSettingValues (line 132) | public void GetDefaultSettingValues(IHostEnvironment env, string predi... method GetDefaultSettings (line 152) | private Dictionary GetDefaultSettings(IHostEnvironment... method Initialize (line 181) | public void Initialize(ExperimentItemResult result) class ResultMetric (line 192) | [Serializable] method ResultMetric (line 204) | public ResultMetric(float metricValue, float deviation = 0) type ExperimentItemResult (line 214) | [Serializable] method GetSettings (line 291) | public List GetSettings() class ResultProcessorArguments (line 305) | public class ResultProcessorArguments class ResultProcessor (line 348) | public class ResultProcessor method CheckEndOfFileReached (line 369) | public static bool CheckEndOfFileReached(string[] lines) method ValidateMamlOutput (line 380) | private static bool ValidateMamlOutput(string filename, string[] rawLi... method ProcessMamlOutputLines (line 398) | public static ExperimentItemResult? ProcessMamlOutputLines(IHostEnviro... method ProcessMetricOutputLines (line 563) | public static ExperimentItemResult? ProcessMetricOutputLines(string fi... method GetMetrics (line 595) | private static ExperimentItemResult? GetMetrics(string filename, Resul... method ParseCommandArguments (line 664) | internal static bool ParseCommandArguments(IHostEnvironment env, strin... method ProcessResultLines (line 693) | public static void ProcessResultLines(string filename, string metricNa... method TryParseFileToLines (line 710) | private static bool TryParseFileToLines(string filename, out List lines, out string... method TryParseLines (line 749) | private static bool TryParseLines(List lines, ResultProcessorA... method ParseResultLines (line 788) | private static Dictionary ParseResultLines(List<... method ProcessOutputFile (line 834) | public static ExperimentItemResult? ProcessOutputFile(IHostEnvironment... method ProcessOutputFiles (line 844) | public static IEnumerable ProcessOutputFiles(IH... method GetPredictorObject (line 862) | public static PredictorResult GetPredictorObject(List... method GetPerFoldResults (line 888) | protected static Dictionary GetPerFoldResults(IL... method AddFoldResults (line 961) | protected static KeyValuePair> AddFoldR... method Main (line 1003) | public static int Main(string[] args) method Main (line 1013) | public static int Main(IHostEnvironment env, string[] args) method Run (line 1037) | protected static void Run(IHostEnvironment env, string[] args) FILE: src/Microsoft.ML.SamplesUtils/SamplesDatasetUtils.cs class DatasetUtils (line 17) | public static class DatasetUtils method GetFilePathFromDataDirectory (line 19) | public static string GetFilePathFromDataDirectory(string fileName) method GetHousingRegressionDataset (line 42) | public static string GetHousingRegressionDataset() => GetFilePathFromD... method LoadHousingRegressionDataset (line 44) | public static IDataView LoadHousingRegressionDataset(MLContext mlContext) method GetAdultDataset (line 78) | public static string GetAdultDataset() => GetFilePathFromDataDirectory... method LoadFeaturizedAdultDataset (line 88) | public static IDataView LoadFeaturizedAdultDataset(MLContext mlContext) method LoadRawAdultDataset (line 120) | public static IDataView LoadRawAdultDataset(MLContext mlContext) method GetBreastCancerDataset (line 155) | public static string GetBreastCancerDataset() => GetFilePathFromDataDi... method GetSampleImages (line 160) | public static string GetSampleImages() => GetFilePathFromDataDirectory... method DownloadTensorFlowSentimentModel (line 171) | public static string DownloadTensorFlowSentimentModel() method Download (line 191) | private static async Task Download(string baseGitPath, string ... class BinaryLabelFloatFeatureVectorFloatWeightSample (line 213) | public class BinaryLabelFloatFeatureVectorFloatWeightSample class CalibratedBinaryClassifierOutput (line 227) | public class CalibratedBinaryClassifierOutput class NonCalibratedBinaryClassifierOutput (line 238) | public class NonCalibratedBinaryClassifierOutput method GenerateBinaryLabelFloatFeatureVectorFloatWeightSamples (line 244) | public static IEnumerable Generate... class MulticlassClassificationExample (line 339) | public class MulticlassClassificationExample method MulticlassClassificationExample (line 351) | public MulticlassClassificationExample() method GenerateRandomMulticlassClassificationExamples (line 362) | public static List GenerateRandomMult... FILE: src/Microsoft.ML.SearchSpace/Converter/ChoiceOptionConverter.cs class ChoiceOptionConverter (line 14) | internal class ChoiceOptionConverter : JsonConverter class Schema (line 16) | class Schema method Read (line 28) | public override ChoiceOption Read(ref Utf8JsonReader reader, Type type... method Write (line 35) | public override void Write(Utf8JsonWriter writer, ChoiceOption value, ... FILE: src/Microsoft.ML.SearchSpace/Converter/NumericOptionConverter.cs class NumericOptionConverter (line 14) | internal class NumericOptionConverter : JsonConverter class Schema (line 16) | class Schema method Read (line 37) | public override UniformNumericOption Read(ref Utf8JsonReader reader, T... method Write (line 50) | public override void Write(Utf8JsonWriter writer, UniformNumericOption... FILE: src/Microsoft.ML.SearchSpace/Converter/OptionConverter.cs class OptionConverter (line 14) | internal class OptionConverter : JsonConverter method Read (line 16) | public override OptionBase Read(ref Utf8JsonReader reader, Type typeTo... method Write (line 46) | public override void Write(Utf8JsonWriter writer, OptionBase value, Js... FILE: src/Microsoft.ML.SearchSpace/Converter/ParameterConverter.cs class ParameterConverter (line 13) | internal class ParameterConverter : JsonConverter method Read (line 15) | public override Parameter Read(ref Utf8JsonReader reader, Type typeToC... method Write (line 54) | public override void Write(Utf8JsonWriter writer, Parameter value, Jso... FILE: src/Microsoft.ML.SearchSpace/Converter/SearchSpaceConverter.cs class SearchSpaceConverter (line 14) | internal class SearchSpaceConverter : JsonConverter method Read (line 16) | public override SearchSpace Read(ref Utf8JsonReader reader, Type typeT... method Write (line 23) | public override void Write(Utf8JsonWriter writer, SearchSpace value, J... FILE: src/Microsoft.ML.SearchSpace/Option/ChoiceOption.cs class ChoiceOption (line 18) | [JsonConverter(typeof(ChoiceOptionConverter))] method ChoiceOption (line 26) | public ChoiceOption(params object[] choices) method ChoiceOption (line 40) | public ChoiceOption(object[] choices, object? defaultChoice) method MappingToFeatureSpace (line 61) | public override double[] MappingToFeatureSpace(Parameter param) method SampleFromFeatureSpace (line 75) | public override Parameter SampleFromFeatureSpace(double[] values) FILE: src/Microsoft.ML.SearchSpace/Option/NestOption.cs class SearchSpace (line 16) | public sealed class SearchSpace : OptionBase, IDictionary item) method Clear (line 104) | public void Clear() method Contains (line 110) | public bool Contains(KeyValuePair item) method ContainsKey (line 116) | public bool ContainsKey(string key) method CopyTo (line 122) | public void CopyTo(KeyValuePair[] array, int array... method GetEnumerator (line 128) | public IEnumerator> GetEnumerator() method Remove (line 134) | public bool Remove(string key) method Remove (line 140) | public bool Remove(KeyValuePair item) method TryGetValue (line 146) | public bool TryGetValue(string key, out OptionBase value) method GetEnumerator (line 152) | IEnumerator IEnumerable.GetEnumerator() FILE: src/Microsoft.ML.SearchSpace/Option/OptionBase.cs class OptionBase (line 16) | [JsonConverter(typeof(OptionConverter))] method MappingToFeatureSpace (line 23) | public abstract double[] MappingToFeatureSpace(Parameter value); method SampleFromFeatureSpace (line 30) | public abstract Parameter SampleFromFeatureSpace(double[] values); FILE: src/Microsoft.ML.SearchSpace/Option/UniformNumericOption.cs class UniformNumericOption (line 16) | [JsonConverter(typeof(NumericOptionConverter))] method UniformNumericOption (line 25) | public UniformNumericOption(double min, double max, bool logBase = false) method MappingToFeatureSpace (line 57) | public override double[] MappingToFeatureSpace(Parameter param) method SampleFromFeatureSpace (line 76) | public override Parameter SampleFromFeatureSpace(double[] values) class UniformDoubleOption (line 98) | public sealed class UniformDoubleOption : UniformNumericOption method UniformDoubleOption (line 107) | public UniformDoubleOption(double min, double max, bool logBase = fals... class UniformSingleOption (line 120) | public sealed class UniformSingleOption : UniformNumericOption method UniformSingleOption (line 129) | public UniformSingleOption(float min, float max, bool logBase = false,... method MappingToFeatureSpace (line 139) | public override double[] MappingToFeatureSpace(Parameter param) method SampleFromFeatureSpace (line 147) | public override Parameter SampleFromFeatureSpace(double[] values) class UniformIntOption (line 158) | public sealed class UniformIntOption : UniformNumericOption method UniformIntOption (line 167) | public UniformIntOption(int min, int max, bool logBase = false, int? d... method SampleFromFeatureSpace (line 177) | public override Parameter SampleFromFeatureSpace(double[] values) method MappingToFeatureSpace (line 186) | public override double[] MappingToFeatureSpace(Parameter param) FILE: src/Microsoft.ML.SearchSpace/Parameter.cs type ParameterType (line 19) | public enum ParameterType class Parameter (line 62) | [JsonConverter(typeof(ParameterConverter))] method Parameter (line 73) | private Parameter(object value, ParameterType type) method FromDouble (line 84) | public static Parameter FromDouble(double value) method FromFloat (line 93) | public static Parameter FromFloat(float value) method FromLong (line 102) | public static Parameter FromLong(long value) method FromInt (line 111) | public static Parameter FromInt(int value) method FromString (line 120) | public static Parameter FromString(string value) method FromBool (line 129) | public static Parameter FromBool(bool value) method FromEnum (line 138) | public static Parameter FromEnum(T value) where T : struct, Enum method FromIEnumerable (line 147) | public static Parameter FromIEnumerable(IEnumerable values) method FromIEnumerable (line 153) | private static Parameter FromIEnumerable(IEnumerable values) method FromEnum (line 158) | private static Parameter FromEnum(Enum e, Type t) method FromObject (line 167) | public static Parameter FromObject(T value) where T : class method FromObject (line 172) | private static Parameter FromObject(object value, Type type) method CreateNestedParameter (line 219) | public static Parameter CreateNestedParameter(params KeyValuePair() method Clear (line 303) | public void Clear() method Add (line 310) | public void Add(string key, Parameter value) method TryGetValue (line 317) | public bool TryGetValue(string key, out Parameter value) method Add (line 324) | public void Add(KeyValuePair item) method Contains (line 331) | public bool Contains(KeyValuePair item) method Remove (line 338) | public bool Remove(KeyValuePair item) method GetEnumerator (line 345) | IEnumerator> IEnumerable[] array, int arrayI... method ContainsKey (line 371) | public bool ContainsKey(string key) method Remove (line 378) | public bool Remove(string key) method Equals (line 385) | public bool Equals(Parameter other) method GetHashCode (line 400) | public override int GetHashCode() method Equals (line 412) | public bool Equals(Parameter x, Parameter y) method GetHashCode (line 418) | public int GetHashCode(Parameter obj) method ToString (line 424) | public override string ToString() FILE: src/Microsoft.ML.SearchSpace/SearchSpace.cs class SearchSpace (line 26) | [JsonConverter(typeof(SearchSpaceConverter))] method SearchSpace (line 36) | internal SearchSpace(params KeyValuePair[] options) method SearchSpace (line 42) | internal SearchSpace(IEnumerable> opt... method SearchSpace (line 49) | public SearchSpace() method SearchSpace (line 66) | protected SearchSpace(Type typeInfo, Parameter defaultOption = null) method SampleFromFeatureSpace (line 109) | public override Parameter SampleFromFeatureSpace(double[] feature) method MappingToFeatureSpace (line 133) | public override double[] MappingToFeatureSpace(Parameter parameter) method GetHashCode (line 148) | public override int GetHashCode() method GetOptionsFromType (line 172) | private Dictionary GetOptionsFromType(Type typeInfo) method GetSearchSpaceOptionFromType (line 180) | private SearchSpace GetSearchSpaceOptionFromType(Type typeInfo) method GetOptionsFromField (line 193) | private Dictionary GetOptionsFromField(Type typeInfo) method GetOptionsFromProperty (line 240) | private Dictionary GetOptionsFromProperty(Type typ... method CheckOptionType (line 287) | private void CheckOptionType(object attribute, string optionName, Type... method Add (line 311) | public void Add(string key, OptionBase value) method ContainsKey (line 317) | public bool ContainsKey(string key) method Remove (line 323) | public bool Remove(string key) method TryGetValue (line 329) | public bool TryGetValue(string key, out OptionBase value) method Add (line 335) | public void Add(KeyValuePair item) method Clear (line 341) | public void Clear() method Contains (line 347) | public bool Contains(KeyValuePair item) method CopyTo (line 353) | public void CopyTo(KeyValuePair[] array, int array... method Remove (line 359) | public bool Remove(KeyValuePair item) method GetEnumerator (line 365) | public IEnumerator> GetEnumerator() method GetEnumerator (line 371) | System.Collections.IEnumerator System.Collections.IEnumerable.GetEnume... method Update (line 376) | private Parameter Update(Parameter left, Parameter right) method SearchSpace (line 416) | public SearchSpace() method SearchSpace (line 424) | public SearchSpace(T defaultOption) method SampleFromFeatureSpace (line 431) | public new T SampleFromFeatureSpace(double[] feature) method MappingToFeatureSpace (line 440) | public double[] MappingToFeatureSpace(T input) class SearchSpace (line 408) | public sealed class SearchSpace : SearchSpace method SearchSpace (line 36) | internal SearchSpace(params KeyValuePair[] options) method SearchSpace (line 42) | internal SearchSpace(IEnumerable> opt... method SearchSpace (line 49) | public SearchSpace() method SearchSpace (line 66) | protected SearchSpace(Type typeInfo, Parameter defaultOption = null) method SampleFromFeatureSpace (line 109) | public override Parameter SampleFromFeatureSpace(double[] feature) method MappingToFeatureSpace (line 133) | public override double[] MappingToFeatureSpace(Parameter parameter) method GetHashCode (line 148) | public override int GetHashCode() method GetOptionsFromType (line 172) | private Dictionary GetOptionsFromType(Type typeInfo) method GetSearchSpaceOptionFromType (line 180) | private SearchSpace GetSearchSpaceOptionFromType(Type typeInfo) method GetOptionsFromField (line 193) | private Dictionary GetOptionsFromField(Type typeInfo) method GetOptionsFromProperty (line 240) | private Dictionary GetOptionsFromProperty(Type typ... method CheckOptionType (line 287) | private void CheckOptionType(object attribute, string optionName, Type... method Add (line 311) | public void Add(string key, OptionBase value) method ContainsKey (line 317) | public bool ContainsKey(string key) method Remove (line 323) | public bool Remove(string key) method TryGetValue (line 329) | public bool TryGetValue(string key, out OptionBase value) method Add (line 335) | public void Add(KeyValuePair item) method Clear (line 341) | public void Clear() method Contains (line 347) | public bool Contains(KeyValuePair item) method CopyTo (line 353) | public void CopyTo(KeyValuePair[] array, int array... method Remove (line 359) | public bool Remove(KeyValuePair item) method GetEnumerator (line 365) | public IEnumerator> GetEnumerator() method GetEnumerator (line 371) | System.Collections.IEnumerator System.Collections.IEnumerable.GetEnume... method Update (line 376) | private Parameter Update(Parameter left, Parameter right) method SearchSpace (line 416) | public SearchSpace() method SearchSpace (line 424) | public SearchSpace(T defaultOption) method SampleFromFeatureSpace (line 431) | public new T SampleFromFeatureSpace(double[] feature) method MappingToFeatureSpace (line 440) | public double[] MappingToFeatureSpace(T input) FILE: src/Microsoft.ML.SearchSpace/Tuner/DefaultValueTuner.cs class DefaultValueTuner (line 10) | internal sealed class DefaultValueTuner method DefaultValueTuner (line 14) | public DefaultValueTuner(SearchSpace searchSpace) method Propose (line 19) | public Parameter Propose() FILE: src/Microsoft.ML.SearchSpace/Tuner/GridSearchTuner.cs class GridSearchTuner (line 10) | internal sealed class GridSearchTuner method GridSearchTuner (line 15) | public GridSearchTuner(SearchSpace searchSpace, int stepSize = 10) method Propose (line 21) | public IEnumerable Propose() method CartesianProduct (line 31) | private IEnumerable CartesianProduct(IEnumerable a... FILE: src/Microsoft.ML.SearchSpace/Tuner/RandomTuner.cs class RandomTuner (line 10) | internal sealed class RandomTuner method RandomTuner (line 14) | public RandomTuner(int? seed = null) method RandomTuner (line 26) | public RandomTuner(int seed) method Propose (line 31) | public Parameter Propose(SearchSpace searchSpace) method Update (line 38) | public void Update(Parameter param, double metric, bool isMaximize) FILE: src/Microsoft.ML.StandardTrainers/FactorizationMachine/FactorizationMachineCatalog.cs class FactorizationMachineExtensions (line 15) | public static class FactorizationMachineExtensions method FieldAwareFactorizationMachine (line 33) | public static FieldAwareFactorizationMachineTrainer FieldAwareFactoriz... method FieldAwareFactorizationMachine (line 56) | public static FieldAwareFactorizationMachineTrainer FieldAwareFactoriz... method FieldAwareFactorizationMachine (line 77) | public static FieldAwareFactorizationMachineTrainer FieldAwareFactoriz... FILE: src/Microsoft.ML.StandardTrainers/FactorizationMachine/FactorizationMachineTrainer.cs class FieldAwareFactorizationMachineTrainer (line 94) | public sealed class FieldAwareFactorizationMachineTrainer : ITrainer Train(context); method Train (line 568) | FieldAwareFactorizationMachineModelParameters ITrainer input, ref VBuffer gradient) class GradientTester (line 157) | internal static class GradientTester method Test (line 171) | public static float Test(DifferentiableFunction f, in VBuffer x) method Test (line 184) | public static float Test(DifferentiableFunction f, in VBuffer x... method TestAllCoords (line 249) | public static void TestAllCoords(DifferentiableFunction f, in VBuffer<... method TestCoords (line 288) | public static void TestCoords(DifferentiableFunction f, in VBuffer x... method SampleFromGaussian (line 356) | private static float SampleFromGaussian(Random r) FILE: src/Microsoft.ML.StandardTrainers/Optimizer/L1Optimizer.cs class L1Optimizer (line 18) | internal sealed class L1Optimizer : Optimizer method L1Optimizer (line 34) | public L1Optimizer(IHostEnvironment env, int biasCount, float l1weight... method MakeState (line 44) | internal override OptimizerState MakeState(IChannel ch, IProgressChann... class L1OptimizerState (line 66) | public sealed class L1OptimizerState : OptimizerState method L1OptimizerState (line 75) | internal L1OptimizerState(IChannel ch, IProgressChannelProvider prog... method EvalCore (line 98) | private float EvalCore(in VBuffer input, ref VBuffer g... method Eval (line 123) | public override float Eval(in VBuffer input, ref VBuffer GetDefaultLearningDec... method LsrDecay (line 92) | public LsrDecay(float baseLearningRate = 0.1f) method LsrDecay (line 101) | public LsrDecay(IReadOnlyList lrschedule, f... method GetLearningRateScheduleMultiplier (line 110) | private float GetLearningRateScheduleMultiplier(int epoch) method GetLearningRate (line 125) | internal override float GetLearningRate(DnnTrainState trainstate) class ExponentialLRDecay (line 142) | public sealed class ExponentialLRDecay : LearningRateScheduler method ExponentialLRDecay (line 178) | public ExponentialLRDecay(float learningRate = 0.01f, float numEpochsP... method GetLearningRate (line 189) | internal override float GetLearningRate(DnnTrainState trainstate) class PolynomialLRDecay (line 208) | public sealed class PolynomialLRDecay : LearningRateScheduler method PolynomialLRDecay (line 235) | public PolynomialLRDecay(float learningRate = 0.01f, float numEpochsPe... method GetLearningRate (line 244) | internal override float GetLearningRate(DnnTrainState trainstate) FILE: src/Microsoft.ML.StandardTrainers/Optimizer/LineSearch.cs type ILineSearch (line 15) | internal interface ILineSearch : IDiffLineSearch method Minimize (line 22) | float Minimize(Func func); type IDiffLineSearch (line 36) | internal interface IDiffLineSearch method Minimize (line 45) | float Minimize(DiffFunc1D func, float initValue, float initDeriv); class CubicInterpLineSearch (line 51) | internal sealed class CubicInterpLineSearch : IDiffLineSearch method CubicInterpLineSearch (line 75) | public CubicInterpLineSearch(int maxNumSteps) method CubicInterpLineSearch (line 86) | public CubicInterpLineSearch(float minWindow) method CubicInterp (line 99) | private static float CubicInterp(StepValueDeriv a, StepValueDeriv b) class StepValueDeriv (line 108) | private sealed class StepValueDeriv method StepValueDeriv (line 112) | public StepValueDeriv(DiffFunc1D func) method StepValueDeriv (line 117) | public StepValueDeriv(DiffFunc1D func, float initStep) method StepValueDeriv (line 123) | public StepValueDeriv(DiffFunc1D func, float initStep, float initVal... method Swap (line 146) | private static void Swap(ref T a, ref T b) method Minimize (line 160) | public float Minimize(DiffFunc1D func, float initValue, float initDeriv) method FindMinimum (line 166) | private float FindMinimum(DiffFunc1D func, float initValue, float init... class GoldenSectionSearch (line 221) | internal sealed class GoldenSectionSearch : ILineSearch method GoldenSectionSearch (line 245) | public GoldenSectionSearch(int maxNumSteps) method GoldenSectionSearch (line 256) | public GoldenSectionSearch(float minWindow) method Rotate (line 264) | private static void Rotate(ref T a, ref T b, ref T c) class StepAndValue (line 272) | private sealed class StepAndValue method StepAndValue (line 289) | public StepAndValue(Func func) method StepAndValue (line 295) | public StepAndValue(Func func, float initStep) method Minimize (line 309) | public float Minimize(DiffFunc1D f, float initVal, float initDeriv) method Minimize (line 319) | public float Minimize(DiffFunc1D func) method Minimize (line 330) | public float Minimize(Func func) method FindMinimum (line 336) | private float FindMinimum(Func func) class BacktrackingLineSearch (line 402) | internal sealed class BacktrackingLineSearch : IDiffLineSearch method BacktrackingLineSearch (line 411) | public BacktrackingLineSearch(float c1 = (float)1e-4) method Minimize (line 424) | public float Minimize(DiffFunc1D f, float initVal, float initDeriv) class Test (line 440) | internal static class Test method QuadTest (line 446) | private static float QuadTest(float x, out float deriv) method LogTest (line 455) | private static float LogTest(float x, out float deriv) method QuadTest2D (line 462) | private static float QuadTest2D(in VBuffer x, ref VBuffer x, ref VBuf... method CreateWrapped (line 478) | private static void CreateWrapped(out VBuffer vec, params float... method Test (line 483) | static Test() method RunTest (line 490) | private static void RunTest(DiffFunc1D f) method Main (line 505) | public static void Main(string[] argv) FILE: src/Microsoft.ML.StandardTrainers/Optimizer/OptimizationMonitor.cs type ITerminationCriterion (line 16) | internal interface ITerminationCriterion method Terminate (line 29) | bool Terminate(Optimizer.OptimizerState state, out string message); method Reset (line 34) | void Reset(); class GradientCheckingMonitor (line 40) | internal sealed class GradientCheckingMonitor : ITerminationCriterion method GradientCheckingMonitor (line 54) | public GradientCheckingMonitor(ITerminationCriterion termCrit, int gra... method Terminate (line 73) | public bool Terminate(Optimizer.OptimizerState state, out string message) method Check (line 83) | private float Check(Optimizer.OptimizerState state) method Reset (line 98) | public void Reset() class StaticTerminationCriterion (line 107) | internal abstract class StaticTerminationCriterion : ITerminationCriterion method Terminate (line 119) | public abstract bool Terminate(Optimizer.OptimizerState state, out str... method Reset (line 124) | public void Reset() { } class MeanImprovementCriterion (line 130) | internal sealed class MeanImprovementCriterion : ITerminationCriterion method MeanImprovementCriterion (line 143) | public MeanImprovementCriterion(float tol = (float)1e-4, float lambda ... method Terminate (line 168) | public bool Terminate(Optimizer.OptimizerState state, out string message) method Reset (line 180) | public void Reset() class MeanRelativeImprovementCriterion (line 193) | internal sealed class MeanRelativeImprovementCriterion : ITerminationCri... method MeanRelativeImprovementCriterion (line 222) | public MeanRelativeImprovementCriterion(float tol = (float)1e-4, int n... method Terminate (line 239) | public bool Terminate(Optimizer.OptimizerState state, out string message) method ToString (line 261) | public override string ToString() method Reset (line 269) | public void Reset() class UpperBoundOnDistanceWithL2 (line 283) | internal sealed class UpperBoundOnDistanceWithL2 : StaticTerminationCrit... method UpperBoundOnDistanceWithL2 (line 302) | public UpperBoundOnDistanceWithL2(float sigmaSq = 1, float tol = (floa... method Terminate (line 320) | public override bool Terminate(Optimizer.OptimizerState state, out str... method ToString (line 336) | public override string ToString() class RelativeNormGradient (line 348) | internal sealed class RelativeNormGradient : StaticTerminationCriterion method RelativeNormGradient (line 364) | public RelativeNormGradient(float tol = (float)1e-4) method Terminate (line 377) | public override bool Terminate(Optimizer.OptimizerState state, out str... method ToString (line 390) | public override string ToString() FILE: src/Microsoft.ML.StandardTrainers/Optimizer/Optimizer.cs class Optimizer (line 16) | internal class Optimizer method Optimizer (line 64) | public Optimizer(IHostEnvironment env, int m = 20, bool keepDense = fa... class OptimizerException (line 79) | public abstract class OptimizerException : Exception method OptimizerException (line 86) | internal OptimizerException(OptimizerState state, string message) method MakeState (line 93) | internal virtual OptimizerState MakeState(IChannel ch, IProgressChanne... class FunctionOptimizerState (line 98) | internal sealed class FunctionOptimizerState : OptimizerState method FunctionOptimizerState (line 102) | internal FunctionOptimizerState(IChannel ch, IProgressChannelProvide... method Eval (line 110) | public override float Eval(in VBuffer input, ref VBuffer input, ref VBuffer CreateWorkingVector() method Init (line 239) | protected virtual void Init() method MapDirByInverseHessian (line 247) | internal void MapDirByInverseHessian() method DiscardOldVectors (line 286) | internal void DiscardOldVectors() method FixDirZeros (line 293) | protected void FixDirZeros() method UpdateDir (line 303) | internal virtual void UpdateDir() method Shift (line 326) | internal void Shift() method LineSearch (line 380) | internal virtual bool LineSearch(IChannel ch, bool force) method CubicInterp (line 540) | private static float CubicInterp(PointValueDeriv p0, PointValueDeriv... type PointValueDeriv (line 549) | private readonly struct PointValueDeriv method PointValueDeriv (line 555) | public PointValueDeriv(float a, float value, float deriv) method Minimize (line 573) | public void Minimize(DifferentiableFunction function, ref VBuffer initial... class GDOptimizer (line 240) | internal class GDOptimizer method GDOptimizer (line 279) | public GDOptimizer(DTerminate terminate, IDiffLineSearch lineSearch = ... class LineFunc (line 295) | private class LineFunc method LineFunc (line 316) | public LineFunc(DifferentiableFunction function, in VBuffer i... method Eval (line 329) | public float Eval(float step, out float deriv) method ChangeDir (line 337) | public void ChangeDir() method Minimize (line 363) | public void Minimize(DifferentiableFunction function, in VBuffer x, in VBuffer, class WeightsCollection (line 63) | private sealed class WeightsCollection : IReadOnlyList method WeightsCollection (line 80) | public WeightsCollection(LinearModelParameters pred) method GetEnumerator (line 86) | public IEnumerator GetEnumerator() method GetEnumerator (line 91) | IEnumerator IEnumerable.GetEnumerator() => GetEnumerator(); method CanSaveOnnx (line 104) | bool ICanSaveOnnx.CanSaveOnnx(OnnxContext ctx) => true; method LinearModelParameters (line 120) | internal LinearModelParameters(IHostEnvironment env, string name, in V... method SaveAsOnnx (line 136) | private protected virtual bool SaveAsOnnx(OnnxContext ctx, string[] ou... method LinearModelParameters (line 155) | private protected LinearModelParameters(IHostEnvironment env, string n... method SaveCore (line 210) | [BestFriend] method SaveAsPfa (line 231) | JToken ISingleCanSavePfa.SaveAsPfa(BoundPfaContext ctx, JToken input) method SaveAsOnnx (line 258) | bool ISingleCanSaveOnnx.SaveAsOnnx(OnnxContext ctx, string[] outputs, ... method Score (line 264) | private protected virtual float Score(in VBuffer src) method GetFeatureContributions (line 275) | private protected virtual void GetFeatureContributions(in VBuffer IValueMapper.GetMapper() method CombineParameters (line 327) | private protected void CombineParameters(IList>... method SaveAsText (line 352) | void ICanSaveInTextFormat.SaveAsText(TextWriter writer, RoleMappedSche... method SaveAsCode (line 360) | void ICanSaveInSourceCode.SaveAsCode(TextWriter writer, RoleMappedSche... method SaveSummary (line 369) | [BestFriend] method SaveSummary (line 372) | void ICanSaveSummary.SaveSummary(TextWriter writer, RoleMappedSchema s... method GetSummaryIRowOrNull (line 374) | private protected virtual DataViewRow GetSummaryIRowOrNull(RoleMappedS... method GetSummaryIRowOrNull (line 387) | DataViewRow ICanGetSummaryAsIRow.GetSummaryIRowOrNull(RoleMappedSchema... method GetStatsIRowOrNull (line 389) | private protected virtual DataViewRow GetStatsIRowOrNull(RoleMappedSch... method GetStatsIRowOrNull (line 391) | DataViewRow ICanGetSummaryAsIRow.GetStatsIRowOrNull(RoleMappedSchema s... method SaveAsIni (line 393) | private protected abstract void SaveAsIni(TextWriter writer, RoleMappe... method SaveAsIni (line 395) | void ICanSaveInIniFormat.SaveAsIni(TextWriter writer, RoleMappedSchema... method GetFeatureWeights (line 397) | void IHaveFeatureWeights.GetFeatureWeights(ref VBuffer weights) method GetFeatureContributionMapper (line 402) | ValueMapper> IFeatureContributionMapper.GetFeatur... class LinearBinaryModelParameters (line 419) | public sealed partial class LinearBinaryModelParameters : LinearModelPar... method GetVersionInfo (line 429) | private static VersionInfo GetVersionInfo() method LinearBinaryModelParameters (line 450) | internal LinearBinaryModelParameters(IHostEnvironment env, in VBuffer<... method LinearBinaryModelParameters (line 457) | private LinearBinaryModelParameters(IHostEnvironment env, ModelLoadCon... method Create (line 481) | internal static IPredictorProducing Create(IHostEnvironment env... method SaveCore (line 496) | private protected override void SaveCore(ModelSaveContext ctx) method CombineParameters (line 515) | IParameterMixer IParameterMixer.CombineParameters(IList<... method SaveSummary (line 523) | private protected override void SaveSummary(TextWriter writer, RoleMap... method GetSummaryInKeyValuePairs (line 536) | IList> ICanGetSummaryInKeyValuePairs.GetS... method GetStatsIRowOrNull (line 547) | private protected override DataViewRow GetStatsIRowOrNull(RoleMappedSc... method SaveAsIni (line 557) | private protected override void SaveAsIni(TextWriter writer, RoleMappe... class RegressionModelParameters (line 572) | public abstract class RegressionModelParameters : LinearModelParameters method RegressionModelParameters (line 574) | [BestFriend] method RegressionModelParameters (line 580) | [BestFriend] method SaveAsIni (line 591) | private protected override void SaveAsIni(TextWriter writer, RoleMappe... class LinearRegressionModelParameters (line 608) | public sealed class LinearRegressionModelParameters : RegressionModelPar... method GetVersionInfo (line 615) | private static VersionInfo GetVersionInfo() method LinearRegressionModelParameters (line 634) | internal LinearRegressionModelParameters(IHostEnvironment env, in VBuf... method LinearRegressionModelParameters (line 639) | private LinearRegressionModelParameters(IHostEnvironment env, ModelLoa... method Create (line 644) | internal static LinearRegressionModelParameters Create(IHostEnvironmen... method SaveCore (line 652) | private protected override void SaveCore(ModelSaveContext ctx) method SaveSummary (line 658) | private protected override void SaveSummary(TextWriter writer, RoleMap... method CombineParameters (line 672) | IParameterMixer IParameterMixer.CombineParameters(IList<... method GetSummaryInKeyValuePairs (line 681) | IList> ICanGetSummaryInKeyValuePairs.GetS... class PoissonRegressionModelParameters (line 696) | public sealed class PoissonRegressionModelParameters : RegressionModelPa... method GetVersionInfo (line 701) | private static VersionInfo GetVersionInfo() method PoissonRegressionModelParameters (line 720) | internal PoissonRegressionModelParameters(IHostEnvironment env, in VBu... method PoissonRegressionModelParameters (line 725) | private PoissonRegressionModelParameters(IHostEnvironment env, ModelLo... method Create (line 730) | internal static PoissonRegressionModelParameters Create(IHostEnvironme... method SaveAsOnnx (line 738) | bool ISingleCanSaveOnnx.SaveAsOnnx(OnnxContext ctx, string[] outputs, ... method SaveCore (line 748) | private protected override void SaveCore(ModelSaveContext ctx) method Score (line 754) | private protected override float Score(in VBuffer src) method SaveSummary (line 759) | private protected override void SaveSummary(TextWriter writer, RoleMap... method CombineParameters (line 773) | IParameterMixer IParameterMixer.CombineParameters(IList<... FILE: src/Microsoft.ML.StandardTrainers/Standard/LinearPredictorUtils.cs class LinearPredictorUtils (line 21) | internal static class LinearPredictorUtils method SaveAsCode (line 31) | public static void SaveAsCode(TextWriter writer, in VBuffer wei... method FeatureNameAsCode (line 71) | private static string FeatureNameAsCode(string featureName, int idx) method LinearModelAsIni (line 96) | public static string LinearModelAsIni(in VBuffer weights, float... method LinearModelAsText (line 177) | public static string LinearModelAsText( method GetSortedLinearModelFeatureNamesAndWeights (line 207) | public static IEnumerable> GetSortedLinea... method SaveLinearModelWeightsInKeyValuePairs (line 228) | public static void SaveLinearModelWeightsInKeyValuePairs( FILE: src/Microsoft.ML.StandardTrainers/Standard/LogisticRegression/LbfgsPredictorBase.cs class OneDalLbfgs (line 20) | internal static class OneDalLbfgs method LogisticRegressionCompute (line 24) | [DllImport(OneDalLibPath, EntryPoint = "logisticRegressionLBFGSCompute")] class LbfgsTrainerBase (line 32) | public abstract class LbfgsTrainerBase :... class OptionsBase (line 40) | public abstract class OptionsBase : TrainerInputBaseWithWeight class Defaults (line 144) | [BestFriend] method LbfgsTrainerBase (line 204) | internal LbfgsTrainerBase(IHostEnvironment env, method LbfgsTrainerBase (line 228) | internal LbfgsTrainerBase(IHostEnvironment env, method ArgsInit (line 285) | private static TOptions ArgsInit(string featureColumn, SchemaShape.Col... method InitializeOptimizer (line 312) | private protected virtual Optimizer InitializeOptimizer(IChannel ch, F... method InitializeWeightsSgd (line 345) | private protected virtual VBuffer InitializeWeightsSgd(IChannel... method InitializeWeightsFromPredictor (line 417) | private protected abstract VBuffer InitializeWeightsFromPredict... method CheckLabel (line 419) | private protected abstract void CheckLabel(RoleMappedData data); method PreTrainingProcessInstance (line 421) | private protected virtual void PreTrainingProcessInstance(float label,... method CreatePredictor (line 425) | private protected abstract TModel CreatePredictor(); method TrainModelCore (line 430) | private protected override TModel TrainModelCore(TrainContext context) method TrainCoreOneDal (line 464) | private protected virtual void TrainCoreOneDal(IChannel ch, RoleMapped... method TrainCore (line 563) | private protected virtual void TrainCore(IChannel ch, RoleMappedData d... method EnsureBiases (line 725) | private protected void EnsureBiases(ref VBuffer vec) method AccumulateOneGradient (line 733) | private protected abstract float AccumulateOneGradient(in VBuffer InitializeWeights(IEnumerable ... FILE: src/Microsoft.ML.StandardTrainers/Standard/LogisticRegression/LogisticRegression.cs class LbfgsLogisticRegressionBinaryTrainer (line 82) | public sealed partial class LbfgsLogisticRegressionBinaryTrainer : Lbfgs... class Options (line 96) | public sealed class Options : OptionsBase method LbfgsLogisticRegressionBinaryTrainer (line 132) | internal LbfgsLogisticRegressionBinaryTrainer(IHostEnvironment env, method LbfgsLogisticRegressionBinaryTrainer (line 154) | internal LbfgsLogisticRegressionBinaryTrainer(IHostEnvironment env, Op... method CheckLabel (line 163) | private protected override void CheckLabel(RoleMappedData data) method GetOutputColumnsCore (line 169) | private protected override SchemaShape.Column[] GetOutputColumnsCore(S... method MakeTransformer (line 179) | private protected override BinaryPredictionTransformer InitializeWeightsFromPredict... method CreatePredictor (line 446) | private protected override CalibratedModelParametersBase true; method LinearMulticlassModelParametersBase (line 456) | internal LinearMulticlassModelParametersBase(IHostEnvironment env, str... method LinearMulticlassModelParametersBase (line 500) | internal LinearMulticlassModelParametersBase(IHostEnvironment env, str... method LinearMulticlassModelParametersBase (line 533) | private protected LinearMulticlassModelParametersBase(IHostEnvironment... method GetVersionInfo (line 622) | private protected abstract VersionInfo GetVersionInfo(); method SaveCore (line 624) | private protected override void SaveCore(ModelSaveContext ctx) method NonZeroCount (line 755) | private static int NonZeroCount(in VBuffer vector) method GetMapper (line 767) | ValueMapper IValueMapper.GetMapper() method PredictCore (line 782) | private void PredictCore(in VBuffer src, ref VBuffer dst) method DensifyWeights (line 797) | private VBuffer[] DensifyWeights() method Calibrate (line 830) | private protected abstract void Calibrate(Span dst); method GetSummaryInKeyValuePairs (line 832) | IList> ICanGetSummaryInKeyValuePairs.GetS... method SaveAsTextCore (line 872) | private void SaveAsTextCore(TextWriter writer, RoleMappedSchema schema) method GetTrainerName (line 886) | private protected abstract string GetTrainerName(); method SaveAsText (line 891) | void ICanSaveInTextFormat.SaveAsText(TextWriter writer, RoleMappedSche... method SaveSummary (line 896) | void ICanSaveSummary.SaveSummary(TextWriter writer, RoleMappedSchema s... method SaveAsCodeCore (line 904) | private void SaveAsCodeCore(TextWriter writer, RoleMappedSchema schema) method SavePostTransformAsCode (line 925) | private protected abstract void SavePostTransformAsCode(TextWriter wri... method SaveAsCode (line 930) | void ICanSaveInSourceCode.SaveAsCode(TextWriter writer, RoleMappedSche... method SaveAsPfaCore (line 935) | private JToken SaveAsPfaCore(BoundPfaContext ctx, JToken input) method ApplyPfaPostTransform (line 966) | private protected abstract JToken ApplyPfaPostTransform(JToken input); method SaveAsPfa (line 971) | JToken ISingleCanSavePfa.SaveAsPfa(BoundPfaContext ctx, JToken input) ... method SaveAsOnnxCore (line 978) | private bool SaveAsOnnxCore(OnnxContext ctx, string[] outputs, string ... method GetOnnxPostTransform (line 1015) | private protected abstract string GetOnnxPostTransform(); method SaveAsOnnx (line 1020) | bool ISingleCanSaveOnnx.SaveAsOnnx(OnnxContext ctx, string[] outputs, ... method GetWeights (line 1029) | public void GetWeights(ref VBuffer[] weights, out int numClasses) method GetBiases (line 1040) | public IEnumerable GetBiases() method DenseWeightsEnumerable (line 1045) | internal IEnumerable DenseWeightsEnumerable() method GetLabelName (line 1058) | internal string GetLabelName(int classNumber) method LoadLabelNames (line 1065) | private string[] LoadLabelNames(ModelLoadContext ctx, BinaryReader rea... method SaveLabelNames (line 1082) | private void SaveLabelNames(ModelSaveContext ctx, BinaryWriter writer) method GetSummaryDataView (line 1094) | IDataView ICanGetSummaryAsIDataView.GetSummaryDataView(RoleMappedSchem... method GetSummaryIRowOrNull (line 1109) | DataViewRow ICanGetSummaryAsIRow.GetSummaryIRowOrNull(RoleMappedSchema... method GetStatsIRowOrNull (line 1114) | DataViewRow ICanGetSummaryAsIRow.GetStatsIRowOrNull(RoleMappedSchema s... class LinearMulticlassModelParameters (line 1129) | public sealed class LinearMulticlassModelParameters : LinearMulticlassMo... method GetVersionInfo (line 1146) | private protected override VersionInfo GetVersionInfo() => VersionInfo; method LinearMulticlassModelParameters (line 1148) | internal LinearMulticlassModelParameters(IHostEnvironment env, in VBuf... method LinearMulticlassModelParameters (line 1153) | internal LinearMulticlassModelParameters(IHostEnvironment env, VBuffer... method LinearMulticlassModelParameters (line 1158) | private LinearMulticlassModelParameters(IHostEnvironment env, ModelLoa... method Calibrate (line 1167) | private protected override void Calibrate(Span dst) method Create (line 1171) | internal static LinearMulticlassModelParameters Create(IHostEnvironmen... method SavePostTransformAsCode (line 1179) | private protected override void SavePostTransformAsCode(TextWriter wri... method GetOnnxPostTransform (line 1184) | private protected override string GetOnnxPostTransform() => "NONE"; method ApplyPfaPostTransform (line 1189) | private protected override JToken ApplyPfaPostTransform(JToken input) ... method GetTrainerName (line 1191) | private protected override string GetTrainerName() => nameof(LinearMul... class MaximumEntropyModelParameters (line 1199) | public sealed class MaximumEntropyModelParameters : LinearMulticlassMode... method GetVersionInfo (line 1218) | private protected override VersionInfo GetVersionInfo() => VersionInfo; method MaximumEntropyModelParameters (line 1220) | internal MaximumEntropyModelParameters(IHostEnvironment env, in VBuffe... method MaximumEntropyModelParameters (line 1225) | internal MaximumEntropyModelParameters(IHostEnvironment env, VBuffer dst) method SavePostTransformAsCode (line 1253) | private protected override void SavePostTransformAsCode(TextWriter wri... method GetOnnxPostTransform (line 1264) | private protected override string GetOnnxPostTransform() => "SOFTMAX"; method ApplyPfaPostTransform (line 1269) | private protected override JToken ApplyPfaPostTransform(JToken input) ... method GetTrainerName (line 1271) | private protected override string GetTrainerName() => nameof(LbfgsMaxi... FILE: src/Microsoft.ML.StandardTrainers/Standard/ModelStatistics.cs class CoefficientStatistics (line 32) | public sealed class CoefficientStatistics method CoefficientStatistics (line 60) | internal CoefficientStatistics(int featureIndex, float estimate, float... class ModelStatisticsBase (line 74) | public class ModelStatisticsBase : ICanSaveModel method ModelStatisticsBase (line 92) | internal ModelStatisticsBase(IHostEnvironment env, long trainingExampl... method ModelStatisticsBase (line 106) | internal ModelStatisticsBase(IHostEnvironment env, ModelLoadContext ctx) method Save (line 128) | void ICanSaveModel.Save(ModelSaveContext ctx) method SaveCore (line 136) | private protected virtual void SaveCore(ModelSaveContext ctx) method SaveText (line 154) | internal virtual void SaveText(TextWriter writer, DataViewSchema.Colum... method SaveSummaryInKeyValuePairs (line 170) | internal virtual void SaveSummaryInKeyValuePairs(DataViewSchema.Column... method MakeStatisticsMetadata (line 181) | internal virtual DataViewSchema.Annotations MakeStatisticsMetadata(Rol... method GetVersionInfo (line 193) | private protected virtual VersionInfo GetVersionInfo() class LinearModelParameterStatistics (line 209) | public sealed class LinearModelParameterStatistics : ModelStatisticsBase method GetVersionInfo (line 215) | private protected override VersionInfo GetVersionInfo() method LinearModelParameterStatistics (line 244) | internal LinearModelParameterStatistics(IHostEnvironment env, long tra... method LinearModelParameterStatistics (line 258) | private LinearModelParameterStatistics(IHostEnvironment env, ModelLoad... method SaveCore (line 309) | private protected override void SaveCore(ModelSaveContext ctx) method GetBiasStatisticsForValue (line 340) | public CoefficientStatistics GetBiasStatisticsForValue(float bias) method GetBiasStatistics (line 355) | public CoefficientStatistics GetBiasStatistics() => GetBiasStatisticsF... method GetUnorderedCoefficientStatistics (line 357) | private void GetUnorderedCoefficientStatistics(in VBuffer GetUnorderedCoefficientStatistics() method GetFeatureNames (line 430) | private string[] GetFeatureNames(DataViewSchema.Column featureColumn) method GetWeightsCoefficientStatistics (line 460) | public CoefficientStatistics[] GetWeightsCoefficientStatistics(int par... method SaveText (line 474) | internal override void SaveText(TextWriter writer, DataViewSchema.Colu... method SaveSummaryInKeyValuePairs (line 531) | internal override void SaveSummaryInKeyValuePairs(DataViewSchema.Colum... method MakeStatisticsMetadata (line 557) | internal override DataViewSchema.Annotations MakeStatisticsMetadata(Ro... FILE: src/Microsoft.ML.StandardTrainers/Standard/MulticlassClassification/MetaMulticlassTrainer.cs class MetaMulticlassTrainer (line 17) | public abstract class MetaMulticlassTrainer : ITra... class OptionsBase (line 21) | internal abstract class OptionsBase method MetaMulticlassTrainer (line 63) | internal MetaMulticlassTrainer(IHostEnvironment env, OptionsBase optio... method CreateTrainer (line 84) | private TScalarTrainer CreateTrainer() method MapLabelsCore (line 91) | private protected IDataView MapLabelsCore(DataViewType type, InPred... method TrainCore (line 110) | private protected abstract TModel TrainCore(IChannel ch, RoleMappedDat... method Train (line 117) | IPredictor ITrainer.Train(TrainContext context) method GetOutputSchema (line 141) | public SchemaShape GetOutputSchema(SchemaShape inputSchema) method GetOutputColumnsCore (line 161) | private SchemaShape.Column[] GetOutputColumnsCore(SchemaShape inputSch... method Train (line 184) | IPredictor ITrainer.Train(TrainContext context) => ((ITrainer true; method GetLabelHistogram (line 263) | [Obsolete("This API is deprecated, please use GetLabelHistogramLong() ... method GetLabelHistogramLong (line 270) | public IReadOnlyList GetLabelHistogramLong() => _labelHistogram; method GetFeatureHistogram (line 275) | [Obsolete("This API is deprecated, please use GetFeatureHistogramLong(... method GetFeatureHistogramLong (line 282) | public IReadOnlyList> GetFeatureHistogramLong() =>... method NaiveBayesMulticlassModelParameters (line 291) | internal NaiveBayesMulticlassModelParameters(IHostEnvironment env, lon... method NaiveBayesMulticlassModelParameters (line 313) | private NaiveBayesMulticlassModelParameters(IHostEnvironment env, Mode... method Create (line 355) | internal static NaiveBayesMulticlassModelParameters Create(IHostEnviro... method SaveCore (line 363) | private protected override void SaveCore(ModelSaveContext ctx) method CalculateAbsentFeatureLogProbabilities (line 386) | private static double[] CalculateAbsentFeatureLogProbabilities(long[] ... method GetMapper (line 410) | ValueMapper IValueMapper.GetMapper() method SaveAsOnnx (line 422) | bool ISingleCanSaveOnnx.SaveAsOnnx(OnnxContext ctx, string[] outputNam... method LogMul (line 573) | private void LogMul(OnnxContext ctx, string input, string isFeaturePre... method ComputeLabelProbabilityFromFeature (line 583) | private void ComputeLabelProbabilityFromFeature(double labelOccurrence... method Map (line 596) | private void Map(in VBuffer src, ref VBuffer dst) FILE: src/Microsoft.ML.StandardTrainers/Standard/MulticlassClassification/OneVersusAllTrainer.cs class OneVersusAllTrainer (line 87) | public sealed class OneVersusAllTrainer : MetaMulticlassTrainer TrainOne... method MapLabels (line 191) | private IDataView MapLabels(RoleMappedData data, int cls) method Fit (line 210) | public override MulticlassPredictionTransformer(IHostEnvironment env, T... method SaveCore (line 413) | private protected override void SaveCore(ModelSaveContext ctx) method SaveAsPfa (line 432) | JToken ISingleCanSavePfa.SaveAsPfa(BoundPfaContext ctx, JToken input) method GetMapper (line 448) | ValueMapper IValueMapper.GetMapper() method SaveAsCode (line 456) | void ICanSaveInSourceCode.SaveAsCode(TextWriter writer, RoleMappedSche... method SaveAsText (line 476) | void ICanSaveInTextFormat.SaveAsText(TextWriter writer, RoleMappedSche... method CanSaveOnnx (line 496) | bool ICanSaveOnnx.CanSaveOnnx(OnnxContext ctx) => _impl.CanSaveOnnx(ctx); method SaveAsOnnx (line 498) | bool ISingleCanSaveOnnx.SaveAsOnnx(OnnxContext ctx, string[] outputNam... class ImplBase (line 500) | private abstract class ImplBase : ISingleCanSavePfa, ISingleCanSaveOnnx method GetMapper (line 506) | public abstract ValueMapper, VBuffer> GetMappe... method SaveAsPfa (line 507) | public abstract JToken SaveAsPfa(BoundPfaContext ctx, JToken input); method CanSaveOnnx (line 509) | public bool CanSaveOnnx(OnnxContext ctx) => Predictors.All(pred => (... method SaveAsOnnx (line 511) | public abstract bool SaveAsOnnx(OnnxContext ctx, string[] outputName... method IsValid (line 513) | protected bool IsValid(IValueMapper mapper, ref VectorDataViewType i... method SaveAsOnnxPreProcess (line 536) | public string[] SaveAsOnnxPreProcess(OnnxContext ctx, string feature... method SaveAsOnnxPostProcess (line 571) | public void SaveAsOnnxPostProcess(OnnxContext ctx, string inputName,... class ImplRaw (line 597) | private sealed class ImplRaw : ImplBase method ImplRaw (line 603) | internal ImplRaw(TScalarPredictor[] predictors) method GetMapper (line 621) | public override ValueMapper, VBuffer> GetMapper() method SaveAsPfa (line 644) | public override JToken SaveAsPfa(BoundPfaContext ctx, JToken input) method SaveAsOnnx (line 661) | public override bool SaveAsOnnx(OnnxContext ctx, string[] outputName... class ImplDist (line 680) | private sealed class ImplDist : ImplBase method ImplDist (line 687) | internal ImplDist(IValueMapperDist[] predictors) method IsValid (line 705) | private bool IsValid(IValueMapperDist mapper, ref VectorDataViewType... method GetMapper (line 714) | public override ValueMapper, VBuffer> GetMapper() method NormalizeSumToOne (line 748) | private void NormalizeSumToOne(float[] output, int count) method SaveAsPfa (line 771) | public override JToken SaveAsPfa(BoundPfaContext ctx, JToken input) method SaveAsOnnx (line 792) | public override bool SaveAsOnnx(OnnxContext ctx, string[] outputName... class ImplSoftmax (line 846) | private sealed class ImplSoftmax : ImplBase method ImplSoftmax (line 852) | internal ImplSoftmax(TScalarPredictor[] predictors) method GetMapper (line 870) | public override ValueMapper, VBuffer> GetMapper() method NormalizeSoftmax (line 894) | private void NormalizeSoftmax(float[] scores, int count) method SaveAsPfa (line 909) | public override JToken SaveAsPfa(BoundPfaContext ctx, JToken input) method SaveAsOnnx (line 914) | public override bool SaveAsOnnx(OnnxContext ctx, string[] outputName... FILE: src/Microsoft.ML.StandardTrainers/Standard/MulticlassClassification/PairwiseCouplingTrainer.cs class PairwiseCouplingTrainer (line 76) | public sealed class PairwiseCouplingTrainer : MetaMulticlassTrainer TrainOne(I... method MapLabels (line 164) | private IDataView MapLabels(RoleMappedData data, int cls1, int cls2) method Fit (line 186) | public override TTransformer Fit(IDataView input) class PairwiseCouplingModelParameters (line 227) | public sealed class PairwiseCouplingModelParameters : method GetVersionInfo (line 234) | private static VersionInfo GetVersionInfo() method PairwiseCouplingModelParameters (line 262) | internal PairwiseCouplingModelParameters(IHostEnvironment env, TDistPr... method PairwiseCouplingModelParameters (line 286) | private PairwiseCouplingModelParameters(IHostEnvironment env, ModelLoa... method InitializeMappers (line 314) | private VectorDataViewType InitializeMappers(out IValueMapperDist[] ma... method IsValid (line 327) | private bool IsValid(IValueMapperDist mapper, ref VectorDataViewType i... method Create (line 345) | internal static PairwiseCouplingModelParameters Create(IHostEnvironmen... method SaveCore (line 353) | private protected override void SaveCore(ModelSaveContext ctx) method ComputeProbabilities (line 372) | private void ComputeProbabilities(double[] buffer, Span output) method ReconcilePredictions (line 396) | private void ReconcilePredictions(double[] buffer) method Pi (line 421) | private double Pi(int i, double[] values) method GetIndex (line 452) | private int GetIndex(int i, int j) method GetMapper (line 458) | ValueMapper IValueMapper.GetMapper() FILE: src/Microsoft.ML.StandardTrainers/Standard/Online/AveragedLinear.cs class AveragedLinearOptions (line 22) | public abstract class AveragedLinearOptions : OnlineLinearOptions class AveragedDefault (line 111) | [BestFriend] class AveragedLinearTrainer (line 125) | public abstract class AveragedLinearTrainer : Onli... class AveragedTrainStateBase (line 132) | private protected abstract class AveragedTrainStateBase : TrainStateBase method AveragedTrainStateBase (line 154) | private protected AveragedTrainStateBase(IChannel ch, int numFeature... method AveragedMargin (line 182) | public float AveragedMargin(in VBuffer feat) method Margin (line 188) | public override float Margin(in VBuffer feat) method FinishIteration (line 191) | public override void FinishIteration(IChannel ch) method ProcessDataInstance (line 220) | public override void ProcessDataInstance(IChannel ch, in VBuffer : Traine... class TrainStateBase (line 85) | private protected abstract class TrainStateBase method TrainStateBase (line 123) | protected TrainStateBase(IChannel ch, int numFeatures, LinearModelPa... method ScaleWeights (line 179) | private void ScaleWeights() method ScaleWeightsIfNeeded (line 193) | public void ScaleWeightsIfNeeded() method BeginIteration (line 203) | public virtual void BeginIteration(IChannel ch) method FinishIteration (line 214) | public virtual void FinishIteration(IChannel ch) method ProcessDataInstance (line 227) | public virtual void ProcessDataInstance(IChannel ch, in VBuffer feat) method Margin (line 244) | public virtual float Margin(in VBuffer feat) method CreatePredictor (line 247) | public abstract TModel CreatePredictor(); method OnlineLinearTrainer (line 261) | private protected OnlineLinearTrainer(OnlineLinearOptions options, IHo... method TrainModelCore (line 274) | private protected sealed override TModel TrainModelCore(TrainContext c... method Fit (line 308) | public TTransformer Fit(IDataView trainData, LinearModelParameters mod... method CheckLabels (line 311) | private protected abstract void CheckLabels(RoleMappedData data); method TrainCore (line 313) | private void TrainCore(IChannel ch, RoleMappedData data, TrainStateBas... method MakeState (line 351) | private protected abstract TrainStateBase MakeState(IChannel ch, int n... FILE: src/Microsoft.ML.StandardTrainers/Standard/PoissonRegression/PoissonRegression.cs class LbfgsPoissonRegressionTrainer (line 58) | public sealed class LbfgsPoissonRegressionTrainer : LbfgsTrainerBase InitializeWeightsFromPredict... method PreTrainingProcessInstance (line 143) | private protected override void PreTrainingProcessInstance(float label... method DifferentiableFunction (line 151) | private protected override float DifferentiableFunction(in VBuffer : TrainerE... method LinearTrainerBase (line 62) | private protected LinearTrainerBase(IHostEnvironment env, string featu... method TrainModelCore (line 69) | private protected override TModel TrainModelCore(TrainContext context) method TrainCore (line 84) | private protected abstract TModel TrainCore(IChannel ch, RoleMappedDat... method PrepareDataFromTrainingExamples (line 95) | private protected RoleMappedData PrepareDataFromTrainingExamples(IChan... method CheckLabel (line 128) | private protected abstract void CheckLabel(RoleMappedData examples, ou... method WDot (line 130) | private protected float WDot(in VBuffer features, in VBuffer features, Double ... method ComputeNumThreads (line 140) | private protected virtual int ComputeNumThreads(FloatLabelCursor.Facto... class SdcaTrainerBase (line 144) | public abstract class SdcaTrainerBase : ... class OptionsBase (line 158) | public abstract class OptionsBase : TrainerInputBaseWithWeight method Check (line 240) | internal virtual void Check(IHostEnvironment env) method OptionsBase (line 260) | private protected OptionsBase() type MetricKind (line 266) | private protected enum MetricKind method ArgsInit (line 290) | private static TOptions ArgsInit(string featureColumnName, SchemaShape... method SdcaTrainerBase (line 299) | internal SdcaTrainerBase(IHostEnvironment env, string featureColumnNam... method SdcaTrainerBase (line 306) | internal SdcaTrainerBase(IHostEnvironment env, TOptions options, Schem... method WDot (line 317) | private protected float WDot(in VBuffer features, in VBuffer[] wei... method TuneDefaultMaxIterations (line 684) | private static int TuneDefaultMaxIterations(IChannel ch, long count, i... method TuneDefaultL2 (line 698) | private protected virtual float TuneDefaultL2(IChannel ch, int maxIter... method TuneDefaultL1 (line 717) | private static float TuneDefaultL1(IChannel ch, int numFeatures) method InitializeConvergenceMetrics (line 737) | private void InitializeConvergenceMetrics(out string[] names, out Doub... method TrainWithoutLock (line 790) | private protected virtual void TrainWithoutLock(IProgressChannelProvid... method CheckConvergence (line 945) | private protected virtual bool CheckConvergence( method InitializeFeatureNormSquared (line 1031) | private protected virtual float[] InitializeFeatureNormSquared(int len... method GetInstanceWeight (line 1036) | private protected abstract float GetInstanceWeight(FloatLabelCursor cu... class DualsTableBase (line 1044) | private protected abstract class DualsTableBase method ApplyAt (line 1048) | public abstract void ApplyAt(long index, Visitor manip); class StandardArrayDualsTable (line 1054) | private sealed class StandardArrayDualsTable : DualsTableBase method StandardArrayDualsTable (line 1060) | public StandardArrayDualsTable(int length) method ApplyAt (line 1072) | public override void ApplyAt(long index, Visitor manip) class BigArrayDualsTable (line 1081) | private sealed class BigArrayDualsTable : DualsTableBase method BigArrayDualsTable (line 1087) | public BigArrayDualsTable(long length) method ApplyAt (line 1099) | public override void ApplyAt(long index, Visitor manip) method GetIndexFromIdGetter (line 1110) | private protected Func GetIndexFromIdGetter(IdToI... method GetIndexFromIdAndRowGetter (line 1141) | private protected Func GetIndexFromIdAndRow... class IdToIdxLookup (line 1183) | private protected sealed class IdToIdxLookup type Entry (line 1186) | private readonly struct Entry method Entry (line 1191) | public Entry(long itNext, DataViewRowId value) method IdToIdxLookup (line 1215) | public IdToIdxLookup(long size = 0) method Add (line 1228) | public long Add(DataViewRowId id) method TryGetIndex (line 1243) | public bool TryGetIndex(DataViewRowId id, out long index) method GetIit (line 1250) | private long GetIit(long hash) method GetIndexCore (line 1258) | private long GetIndexCore(DataViewRowId val, long iit) method AddCore (line 1279) | private long AddCore(DataViewRowId val, long iit) method GrowTable (line 1303) | private void GrowTable() method FillTable (line 1321) | private void FillTable() method AssertValid (line 1334) | [Conditional("DEBUG")] method DumpStats (line 1346) | [Conditional("DUMP_STATS")] method Get64BitHashCode (line 1354) | private static long Get64BitHashCode(DataViewRowId value) class HashHelpers (line 1362) | private static class HashHelpers method ExpandPrime (line 1388) | public static long ExpandPrime(long oldSize) method GetPrime (line 1399) | public static long GetPrime(long min) class CompensatedSum (line 1420) | internal sealed class CompensatedSum method Add (line 1427) | public void Add(Double summand) class SdcaBinaryTrainerBase (line 1444) | public abstract class SdcaBinaryTrainerBase : method GetOutputColumnsCore (line 1455) | private protected override SchemaShape.Column[] GetOutputColumnsCore(S... class BinaryOptionsBase (line 1464) | public class BinaryOptionsBase : OptionsBase method Check (line 1475) | internal override void Check(IHostEnvironment env) method SdcaBinaryTrainerBase (line 1493) | private protected SdcaBinaryTrainerBase(IHostEnvironment env, method SdcaBinaryTrainerBase (line 1513) | private protected SdcaBinaryTrainerBase(IHostEnvironment env, BinaryOp... method ComputeSdcaBinaryClassifierSchemaShape (line 1523) | private protected abstract SchemaShape.Column[] ComputeSdcaBinaryClass... method CreateLinearBinaryModelParameters (line 1525) | private protected LinearBinaryModelParameters CreateLinearBinaryModelP... method GetInstanceWeight (line 1539) | private protected override float GetInstanceWeight(FloatLabelCursor cu... method CheckLabel (line 1544) | private protected override void CheckLabel(RoleMappedData examples, ou... method MakeTransformer (line 1550) | private protected override BinaryPredictionTransformer CreateP... class SgdBinaryTrainerBase (line 1831) | public abstract class SgdBinaryTrainerBase : class OptionsBase (line 1835) | public class OptionsBase : TrainerInputBaseWithWeight method Check (line 1915) | internal void Check(IHostEnvironment env) class Defaults (line 1936) | [BestFriend] method SgdBinaryTrainerBase (line 1966) | internal SgdBinaryTrainerBase(IHostEnvironment env, method SgdBinaryTrainerBase (line 1998) | internal SgdBinaryTrainerBase(IHostEnvironment env, OptionsBase option... method MakeTransformer (line 2007) | private protected override BinaryPredictionTransformer MakeTra... method Fit (line 2013) | public BinaryPredictionTransformer Fit(IDataView trainData, Li... method TrainCore (line 2019) | private protected override TModel TrainCore(IChannel ch, RoleMappedDat... method CreateModel (line 2212) | private protected abstract TModel CreateModel(VBuffer weights, ... method CreateLinearBinaryModelParameters (line 2217) | private protected LinearBinaryModelParameters CreateLinearBinaryModelP... method CheckLabel (line 2228) | private protected override void CheckLabel(RoleMappedData examples, ou... class SgdCalibratedTrainer (line 2263) | public sealed class SgdCalibratedTrainer : class Options (line 2271) | public sealed class Options : OptionsBase method SgdCalibratedTrainer (line 2275) | internal SgdCalibratedTrainer(IHostEnvironment env, method SgdCalibratedTrainer (line 2291) | internal SgdCalibratedTrainer(IHostEnvironment env, Options options) method GetOutputColumnsCore (line 2299) | private protected override SchemaShape.Column[] GetOutputColumnsCore(S... method CreateModel (line 2313) | private protected override CalibratedModelParametersBase CreateM... method TrainBinary (line 2466) | [TlcModule.EntryPoint(Name = "Trainers.StochasticGradientDescentBinary... class Sdca (line 2485) | internal static partial class Sdca method TrainBinary (line 2487) | [TlcModule.EntryPoint(Name = "Trainers.StochasticDualCoordinateAscentB... FILE: src/Microsoft.ML.StandardTrainers/Standard/SdcaMulticlass.cs class SdcaMulticlassTrainerBase (line 80) | public abstract class SdcaMulticlassTrainerBase : SdcaTrainerBas... class MulticlassOptions (line 91) | public class MulticlassOptions : OptionsBase method SdcaMulticlassTrainerBase (line 126) | internal SdcaMulticlassTrainerBase(IHostEnvironment env, method SdcaMulticlassTrainerBase (line 143) | internal SdcaMulticlassTrainerBase(IHostEnvironment env, MulticlassOpt... method SdcaMulticlassTrainerBase (line 154) | internal SdcaMulticlassTrainerBase(IHostEnvironment env, MulticlassOpt... method GetOutputColumnsCore (line 159) | private protected override SchemaShape.Column[] GetOutputColumnsCore(S... method TrainWithoutLock (line 174) | private protected override void TrainWithoutLock(IProgressChannelProvi... method CheckConvergence (line 340) | private protected override bool CheckConvergence( method CheckLabel (line 467) | private protected override void CheckLabel(RoleMappedData examples, ou... method InitializeFeatureNormSquared (line 472) | private protected override float[] InitializeFeatureNormSquared(int le... method GetInstanceWeight (line 478) | private protected override float GetInstanceWeight(FloatLabelCursor cu... class SdcaMaximumEntropyMulticlassTrainer (line 521) | public sealed class SdcaMaximumEntropyMulticlassTrainer : SdcaMulticlass... class Options (line 527) | public sealed class Options : MulticlassOptions method SdcaMaximumEntropyMulticlassTrainer (line 531) | internal SdcaMaximumEntropyMulticlassTrainer(IHostEnvironment env, method SdcaMaximumEntropyMulticlassTrainer (line 543) | internal SdcaMaximumEntropyMulticlassTrainer(IHostEnvironment env, Opt... method SdcaMaximumEntropyMulticlassTrainer (line 549) | internal SdcaMaximumEntropyMulticlassTrainer(IHostEnvironment env, Opt... method CreatePredictor (line 554) | private protected override MaximumEntropyModelParameters CreatePredict... method MakeTransformer (line 564) | private protected override MulticlassPredictionTransformer IValueMapper.GetMapper() method GetMapper (line 133) | ValueMapper IValueMapperDist.GetMapper src, ref float dst) method MapDist (line 160) | private void MapDist(in VBuffer src, ref float score, ref float... class PriorTrainer (line 193) | public sealed class PriorTrainer : ITrainer, class Options (line 200) | internal sealed class Options method PriorTrainer (line 219) | internal PriorTrainer(IHostEnvironment env, Options options) method PriorTrainer (line 229) | internal PriorTrainer(IHostEnvironment env, String labelColumn, String... method Fit (line 243) | public BinaryPredictionTransformer Fit(IDataView... method Train (line 250) | private PriorModelParameters Train(TrainContext context) method Train (line 296) | IPredictor ITrainer.Train(TrainContext context) => Train(context); method Train (line 298) | PriorModelParameters ITrainer.Train(TrainContext... method MakeFeatureColumn (line 300) | private static SchemaShape.Column MakeFeatureColumn(string featureColumn) method MakeLabelColumn (line 303) | private static SchemaShape.Column MakeLabelColumn(string labelColumn) method GetOutputSchema (line 310) | public SchemaShape GetOutputSchema(SchemaShape inputSchema) class PriorModelParameters (line 332) | public sealed class PriorModelParameters : method GetVersionInfo (line 338) | private static VersionInfo GetVersionInfo() method CanSaveOnnx (line 351) | bool ICanSaveOnnx.CanSaveOnnx(OnnxContext ctx) => true; method PriorModelParameters (line 358) | internal PriorModelParameters(IHostEnvironment env, float prob) method PriorModelParameters (line 369) | private PriorModelParameters(IHostEnvironment env, ModelLoadContext ctx) method Create (line 383) | internal static PriorModelParameters Create(IHostEnvironment env, Mode... method SaveCore (line 391) | private protected override void SaveCore(ModelSaveContext ctx) method SaveAsOnnx (line 403) | bool ISingleCanSaveOnnx.SaveAsOnnx(OnnxContext ctx, string[] outputs, ... method GetMapper (line 445) | ValueMapper IValueMapper.GetMapper() method GetMapper (line 454) | ValueMapper IValueMapperDist.GetMapper src, ref float dst) method MapDist (line 469) | private void MapDist(in VBuffer src, ref float score, ref float... FILE: src/Microsoft.ML.StandardTrainers/Standard/StochasticTrainerBase.cs class StochasticTrainerBase (line 13) | public abstract class StochasticTrainerBase : Trai... method StochasticTrainerBase (line 17) | public StochasticTrainerBase(IHost host, SchemaShape.Column feature, S... method TrainModelCore (line 30) | private protected override TModel TrainModelCore(TrainContext context) method ComputeNumThreads (line 47) | private protected virtual int ComputeNumThreads(FloatLabelCursor.Facto... method PrepareDataFromTrainingExamples (line 59) | private protected RoleMappedData PrepareDataFromTrainingExamples(IChan... method TrainCore (line 92) | private protected abstract TModel TrainCore(IChannel ch, RoleMappedDat... method CheckLabel (line 94) | private protected abstract void CheckLabel(RoleMappedData examples, ou... FILE: src/Microsoft.ML.StandardTrainers/StandardTrainersCatalog.cs class StandardTrainersCatalog (line 21) | public static class StandardTrainersCatalog method SgdCalibrated (line 41) | public static SgdCalibratedTrainer SgdCalibrated(this BinaryClassifica... method SgdCalibrated (line 68) | public static SgdCalibratedTrainer SgdCalibrated(this BinaryClassifica... method SgdNonCalibrated (line 97) | public static SgdNonCalibratedTrainer SgdNonCalibrated(this BinaryClas... method SgdNonCalibrated (line 125) | public static SgdNonCalibratedTrainer SgdNonCalibrated(this BinaryClas... method Sdca (line 152) | public static SdcaRegressionTrainer Sdca(this RegressionCatalog.Regres... method Sdca (line 177) | public static SdcaRegressionTrainer Sdca(this RegressionCatalog.Regres... method SdcaLogisticRegression (line 203) | public static SdcaLogisticRegressionBinaryTrainer SdcaLogisticRegression( method SdcaLogisticRegression (line 228) | public static SdcaLogisticRegressionBinaryTrainer SdcaLogisticRegression( method SdcaNonCalibrated (line 256) | public static SdcaNonCalibratedBinaryTrainer SdcaNonCalibrated( method SdcaNonCalibrated (line 282) | public static SdcaNonCalibratedBinaryTrainer SdcaNonCalibrated( method SdcaMaximumEntropy (line 309) | public static SdcaMaximumEntropyMulticlassTrainer SdcaMaximumEntropy(t... method SdcaMaximumEntropy (line 333) | public static SdcaMaximumEntropyMulticlassTrainer SdcaMaximumEntropy(t... method SdcaNonCalibrated (line 360) | public static SdcaNonCalibratedMulticlassTrainer SdcaNonCalibrated(thi... method SdcaNonCalibrated (line 385) | public static SdcaNonCalibratedMulticlassTrainer SdcaNonCalibrated(thi... method AveragedPerceptron (line 416) | public static AveragedPerceptronTrainer AveragedPerceptron( method AveragedPerceptron (line 444) | public static AveragedPerceptronTrainer AveragedPerceptron( class TrivialClassificationLossFactory (line 454) | private sealed class TrivialClassificationLossFactory : ISupportClassi... method TrivialClassificationLossFactory (line 458) | public TrivialClassificationLossFactory(IClassificationLoss loss) method CreateComponent (line 463) | public IClassificationLoss CreateComponent(IHostEnvironment env) method OnlineGradientDescent (line 487) | public static OnlineGradientDescentTrainer OnlineGradientDescent(this ... method OnlineGradientDescent (line 514) | public static OnlineGradientDescentTrainer OnlineGradientDescent(this ... method LbfgsLogisticRegression (line 543) | public static LbfgsLogisticRegressionBinaryTrainer LbfgsLogisticRegres... method LbfgsLogisticRegression (line 570) | public static LbfgsLogisticRegressionBinaryTrainer LbfgsLogisticRegres... method LbfgsPoissonRegression (line 597) | public static LbfgsPoissonRegressionTrainer LbfgsPoissonRegression(thi... method LbfgsPoissonRegression (line 623) | public static LbfgsPoissonRegressionTrainer LbfgsPoissonRegression(thi... method LbfgsMaximumEntropy (line 650) | public static LbfgsMaximumEntropyMulticlassTrainer LbfgsMaximumEntropy... method LbfgsMaximumEntropy (line 676) | public static LbfgsMaximumEntropyMulticlassTrainer LbfgsMaximumEntropy... method NaiveBayes (line 699) | public static NaiveBayesMulticlassTrainer NaiveBayes(this MulticlassCl... method GetCalibratorTrainerOrThrow (line 715) | private static ICalibratorTrainer GetCalibratorTrainerOrThrow(IExcepti... method OneVersusAll (line 752) | public static OneVersusAllTrainer OneVersusAll(this Multiclass... method PairwiseCoupling (line 792) | public static PairwiseCouplingTrainer PairwiseCoupling(this Mu... method LinearSvm (line 823) | public static LinearSvmTrainer LinearSvm(this BinaryClassificationCata... method LinearSvm (line 845) | public static LinearSvmTrainer LinearSvm(this BinaryClassificationCata... method Prior (line 870) | public static PriorTrainer Prior(this BinaryClassificationCatalog.Bina... method LdSvm (line 889) | public static LdSvmTrainer LdSvm(this BinaryClassificationCatalog.Bina... method LdSvm (line 909) | public static LdSvmTrainer LdSvm(this BinaryClassificationCatalog.Bina... FILE: src/Microsoft.ML.Sweeper/Algorithms/Grid.cs class SweeperBase (line 28) | public abstract class SweeperBase : ISweeper class OptionsBase (line 30) | public class OptionsBase method SweeperBase (line 43) | protected SweeperBase(OptionsBase options, IHostEnvironment env, strin... method SweeperBase (line 56) | protected SweeperBase(OptionsBase options, IHostEnvironment env, IValu... method ProposeSweeps (line 68) | public virtual ParameterSet[] ProposeSweeps(int maxSweeps, IEnumerable... method CreateParamSet (line 90) | protected abstract ParameterSet CreateParamSet(); method AlreadyGenerated (line 92) | protected static bool AlreadyGenerated(ParameterSet paramSet, IEnumera... class RandomGridSweeper (line 101) | public sealed class RandomGridSweeper : SweeperBase class Options (line 114) | public sealed class Options : OptionsBase method RandomGridSweeper (line 120) | public RandomGridSweeper(IHostEnvironment env, Options options) method RandomGridSweeper (line 137) | public RandomGridSweeper(IHostEnvironment env, Options options, IValue... method ProposeSweeps (line 154) | public override ParameterSet[] ProposeSweeps(int maxSweeps, IEnumerabl... method CreateParamSet (line 182) | protected override ParameterSet CreateParamSet() method CreateParamSet (line 187) | private ParameterSet CreateParamSet(int combination) FILE: src/Microsoft.ML.Sweeper/Algorithms/KdoSweeper.cs class KdoSweeper (line 37) | public sealed class KdoSweeper : ISweeper class Options (line 39) | public sealed class Options method KdoSweeper (line 88) | public KdoSweeper(IHostEnvironment env, Options options) method ProposeSweeps (line 109) | public ParameterSet[] ProposeSweeps(int maxSweeps, IEnumerable previo... method CategoriesToWeights (line 353) | private double[] CategoriesToWeights(DiscreteValueGenerator param, IRu... method CategoriesToWeightsOld (line 396) | private double[] CategoriesToWeightsOld(DiscreteValueGenerator param, ... method TruncateHistory (line 426) | private IRunResult[] TruncateHistory(IRunResult[] history) method SampleCategoricalDist (line 444) | private int[] SampleCategoricalDist(int numSamples, double[] weights) method SampleDiagonalCovMultivariateGaussian (line 451) | private double[][] SampleDiagonalCovMultivariateGaussian(int numRVs, d... method VectorTransformAdd (line 485) | private double[] VectorTransformAdd(double[] m, double[] z, double[][] a) class FloatArrayComparer (line 498) | private sealed class FloatArrayComparer : IComparer method Compare (line 500) | public int Compare(float[] x, float[] y) FILE: src/Microsoft.ML.Sweeper/Algorithms/NelderMead.cs class NelderMeadSweeper (line 19) | public sealed class NelderMeadSweeper : ISweeper class Options (line 21) | public sealed class Options type OptimizationStage (line 57) | private enum OptimizationStage method NelderMeadSweeper (line 87) | public NelderMeadSweeper(IHostEnvironment env, Options options) method ProposeSweeps (line 125) | public ParameterSet[] ProposeSweeps(int maxSweeps, IEnumerable previousRuns) method FindRunResult (line 361) | private List> FindRunResult(IEnumera... method GetCentroid (line 381) | private float[] GetCentroid() method GetNewPoint (line 390) | private float[] GetNewPoint(float[] centroid, float[] worst, float delta) method TryGetReductionPoints (line 399) | private bool TryGetReductionPoints(int maxSweeps, IEnumerable method Compare (line 460) | public int Compare(IRunResult x, IRunResult y) FILE: src/Microsoft.ML.Sweeper/Algorithms/Random.cs class UniformRandomSweeper (line 20) | public sealed class UniformRandomSweeper : SweeperBase method UniformRandomSweeper (line 22) | public UniformRandomSweeper(IHostEnvironment env, OptionsBase options) method UniformRandomSweeper (line 27) | public UniformRandomSweeper(IHostEnvironment env, OptionsBase options,... method CreateParamSet (line 32) | protected override ParameterSet CreateParamSet() FILE: src/Microsoft.ML.Sweeper/Algorithms/SmacSweeper.cs class SmacSweeper (line 24) | public sealed class SmacSweeper : ISweeper class Options (line 26) | public sealed class Options method SmacSweeper (line 68) | public SmacSweeper(IHostEnvironment env, Options options) method ProposeSweeps (line 87) | public ParameterSet[] ProposeSweeps(int maxSweeps, IEnumerable LocalSearch(ParameterSet parent, F... method GetOneMutationNeighborhood (line 268) | private ParameterSet[] GetOneMutationNeighborhood(ParameterSet parent) method GetForestRegressionLeafValues (line 334) | private double[][] GetForestRegressionLeafValues(FastForestRegressionM... method ComputeForestStats (line 357) | private double[][] ComputeForestStats(double[][] leafValues) method EvaluateConfigurationsByEI (line 371) | private double[] EvaluateConfigurationsByEI(FastForestRegressionModelP... method GetKBestConfigurations (line 378) | private ParameterSet[] GetKBestConfigurations(IEnumerable ... method ComputeEI (line 402) | private double ComputeEI(double bestVal, double[] forestStatistics) method ComputeEIs (line 411) | private double[] ComputeEIs(double bestVal, double[][] forestStatistics) method UpdateParameterSet (line 421) | private ParameterSet UpdateParameterSet(ParameterSet original, IParame... method ParameterAsFloat (line 437) | private float ParameterAsFloat(ParameterSet parameterSet, int index) FILE: src/Microsoft.ML.Sweeper/Algorithms/SweeperProbabilityUtils.cs class SweeperProbabilityUtils (line 12) | public sealed class SweeperProbabilityUtils method SweeperProbabilityUtils (line 16) | public SweeperProbabilityUtils(IHost host) method Sum (line 21) | public static double Sum(double[] a) method NormalPdf (line 29) | public static double NormalPdf(double x, double mean, double variance) method NormalCdf (line 36) | public static double NormalCdf(double x, double mean, double variance) method StdNormalPdf (line 44) | public static double StdNormalPdf(double x) method StdNormalCdf (line 49) | public static double StdNormalCdf(double x) method NormalRVs (line 61) | public double[] NormalRVs(int numRVs, double mu, double sigma) method SampleCategoricalDistribution (line 84) | public int[] SampleCategoricalDistribution(int numSamples, double[] we... method SampleUniform (line 111) | public double SampleUniform() method BinarySearch (line 125) | private int BinarySearch(double[] a, double u, int low, int high) method Normalize (line 134) | public static double[] Normalize(double[] weights) method InverseNormalize (line 150) | public static double[] InverseNormalize(double[] weights) method ParameterSetAsFloatArray (line 160) | public static float[] ParameterSetAsFloatArray(IHost host, IValueGener... method FloatArrayAsParameterSet (line 212) | public static ParameterSet FloatArrayAsParameterSet(IHost host, IValue... FILE: src/Microsoft.ML.Sweeper/AsyncSweeper.cs class ParameterSetWithId (line 27) | public sealed class ParameterSetWithId method ParameterSetWithId (line 32) | public ParameterSetWithId(int id, ParameterSet param) type IAsyncSweeper (line 44) | public interface IAsyncSweeper method ProposeAsync (line 50) | Task ProposeAsync(); method Update (line 57) | void Update(int id, IRunResult result); method Cancel (line 62) | void Cancel(); class SimpleAsyncSweeper (line 69) | public partial class SimpleAsyncSweeper : IAsyncSweeper, IDisposable method SimpleAsyncSweeper (line 81) | private SimpleAsyncSweeper(ISweeper baseSweeper) method SimpleAsyncSweeper (line 91) | public SimpleAsyncSweeper(IHostEnvironment env, UniformRandomSweeper.O... method SimpleAsyncSweeper (line 96) | public SimpleAsyncSweeper(IHostEnvironment env, RandomGridSweeper.Opti... method Update (line 101) | public void Update(int id, IRunResult result) method ProposeAsync (line 111) | public Task ProposeAsync() method Cancel (line 126) | public void Cancel() method Dispose (line 131) | public void Dispose() class DeterministicSweeperAsync (line 151) | public sealed class DeterministicSweeperAsync : IAsyncSweeper, IDisposable class Options (line 153) | public sealed class Options method DeterministicSweeperAsync (line 193) | public DeterministicSweeperAsync(IHostEnvironment env, Options options) method PrepareNextBatch (line 217) | private void PrepareNextBatch(IEnumerable results) method EnsureResultsSize (line 233) | private void EnsureResultsSize() method Update (line 240) | public void Update(int id, IRunResult result) method UpdateResult (line 254) | private void UpdateResult(int id, IRunResult result) method CheckBarrier (line 262) | private bool CheckBarrier() method UpdateBarrierStatus (line 267) | private void UpdateBarrierStatus(int id) method ProposeAsync (line 276) | public async Task ProposeAsync() method Cancel (line 295) | public void Cancel() method Dispose (line 300) | public void Dispose() FILE: src/Microsoft.ML.Sweeper/ConfigRunner.cs type IConfigRunner (line 24) | public interface IConfigRunner method RunConfigs (line 26) | IEnumerable RunConfigs(ParameterSet[] sweeps, int min); method Finish (line 27) | void Finish(); method GetOutputFolderPath (line 28) | string GetOutputFolderPath(string folderName); class ExeConfigRunnerBase (line 31) | public abstract class ExeConfigRunnerBase : IConfigRunner class OptionsBase (line 33) | public abstract class OptionsBase method ExeConfigRunnerBase (line 66) | protected ExeConfigRunnerBase(OptionsBase options, IHostEnvironment en... method ProcessFullExePath (line 80) | protected virtual void ProcessFullExePath(string exe) method GetFullExePath (line 88) | protected virtual string GetFullExePath(string exe) method Finish (line 102) | public virtual void Finish() method GetOutputFolderPath (line 132) | public virtual string GetOutputFolderPath(string folderName) method GetCommandLine (line 152) | protected string GetCommandLine(ParameterSet sweep) method RunConfigs (line 160) | public IEnumerable RunConfigs(ParameterSet[] sweeps, int min) method GetFilePath (line 173) | protected string GetFilePath(int i, string kind) method RunConfigsCore (line 178) | protected abstract IEnumerable RunConfigsCore(ParameterSet... class LocalExeConfigRunner (line 181) | public sealed class LocalExeConfigRunner : ExeConfigRunnerBase class Options (line 183) | public sealed class Options : OptionsBase method LocalExeConfigRunner (line 191) | public LocalExeConfigRunner(IHostEnvironment env, Options options) method RunConfigsCore (line 200) | protected override IEnumerable RunConfigsCore(ParameterSet... method RunProcess (line 223) | private void RunProcess(string exeFilename, string[] args, string work... FILE: src/Microsoft.ML.Sweeper/ISweeper.cs type ISweeper (line 32) | public interface ISweeper method ProposeSweeps (line 40) | ParameterSet[] ProposeSweeps(int maxSweeps, IEnumerable pr... type IValueGenerator (line 46) | public interface IValueGenerator method CreateFromNormalized (line 51) | IParameterValue CreateFromNormalized(Double normalizedValue); method ToStringParameter (line 71) | string ToStringParameter(IHostEnvironment env); type ISweepResultEvaluator (line 74) | public interface ISweepResultEvaluator method GetRunResult (line 79) | IRunResult GetRunResult(ParameterSet parameters, TResults results); type IParameterValue (line 89) | public interface IParameterValue : IEquatable type IParameterValue (line 98) | public interface IParameterValue : IParameterValue class ParameterSet (line 107) | public sealed class ParameterSet : IEquatable, IEnumerable... method ParameterSet (line 112) | public ParameterSet(IEnumerable parameters) method ParameterSet (line 129) | public ParameterSet(Dictionary paramValues, i... method GetEnumerator (line 135) | public IEnumerator GetEnumerator() method GetEnumerator (line 140) | IEnumerator IEnumerable.GetEnumerator() method ContainsParamValue (line 155) | private bool ContainsParamValue(IParameterValue parameterValue) method Equals (line 162) | public bool Equals(ParameterSet other) method Clone (line 169) | public ParameterSet Clone() => method ToString (line 172) | public override string ToString() method GetHashCode (line 177) | public override int GetHashCode() type IRunResult (line 189) | public interface IRunResult : IComparable type IRunResult (line 196) | public interface IRunResult : IRunResult class RunResult (line 205) | public sealed class RunResult : IRunResult method RunResult (line 222) | public RunResult(ParameterSet parameterSet, Double metricValue, bool i... method RunResult (line 229) | public RunResult(ParameterSet parameterSet) method CompareTo (line 244) | public int CompareTo(IRunResult other) class RunMetric (line 273) | public sealed class RunMetric method RunMetric (line 278) | public RunMetric(float primaryMetric, IEnumerable metricDistrib... method GetMetricDistribution (line 300) | public float[] GetMetricDistribution() FILE: src/Microsoft.ML.Sweeper/Parameters.cs class BaseParamOptions (line 27) | public abstract class BaseParamOptions class NumericParamOptions (line 33) | public abstract class NumericParamOptions : BaseParamOptions class FloatParamOptions (line 45) | public class FloatParamOptions : NumericParamOptions class LongParamOptions (line 54) | public class LongParamOptions : NumericParamOptions class DiscreteParamOptions (line 63) | public class DiscreteParamOptions : BaseParamOptions class LongParameterValue (line 69) | public sealed class LongParameterValue : IParameterValue method LongParameterValue (line 90) | public LongParameterValue(string name, long value) method Equals (line 97) | public bool Equals(IParameterValue other) method Equals (line 102) | public override bool Equals(object obj) method GetHashCode (line 108) | public override int GetHashCode() class FloatParameterValue (line 114) | public sealed class FloatParameterValue : IParameterValue method FloatParameterValue (line 135) | public FloatParameterValue(string name, float value) method Equals (line 143) | public bool Equals(IParameterValue other) method Equals (line 148) | public override bool Equals(object obj) method GetHashCode (line 154) | public override int GetHashCode() class StringParameterValue (line 160) | public sealed class StringParameterValue : IParameterValue method StringParameterValue (line 180) | public StringParameterValue(string name, string value) method Equals (line 186) | public bool Equals(IParameterValue other) method Equals (line 191) | public override bool Equals(object obj) method GetHashCode (line 197) | public override int GetHashCode() type INumericValueGenerator (line 203) | public interface INumericValueGenerator : IValueGenerator method NormalizeValue (line 205) | float NormalizeValue(IParameterValue value); method InRange (line 206) | bool InRange(IParameterValue value); class LongValueGenerator (line 212) | public class LongValueGenerator : INumericValueGenerator method LongValueGenerator (line 219) | public LongValueGenerator(LongParamOptions options) method CreateFromNormalized (line 230) | public IParameterValue CreateFromNormalized(Double normalizedValue) method EnsureParameterValues (line 249) | private void EnsureParameterValues() method NormalizeValue (line 313) | public float NormalizeValue(IParameterValue value) method InRange (line 328) | public bool InRange(IParameterValue value) method ToStringParameter (line 335) | public string ToStringParameter(IHostEnvironment env) class FloatValueGenerator (line 344) | public class FloatValueGenerator : INumericValueGenerator method FloatValueGenerator (line 351) | public FloatValueGenerator(FloatParamOptions options) method CreateFromNormalized (line 362) | public IParameterValue CreateFromNormalized(Double normalizedValue) method EnsureParameterValues (line 381) | private void EnsureParameterValues() method NormalizeValue (line 437) | public float NormalizeValue(IParameterValue value) method InRange (line 452) | public bool InRange(IParameterValue value) method ToStringParameter (line 459) | public string ToStringParameter(IHostEnvironment env) class DiscreteValueGenerator (line 468) | public class DiscreteValueGenerator : IValueGenerator method DiscreteValueGenerator (line 474) | public DiscreteValueGenerator(DiscreteParamOptions options) method CreateFromNormalized (line 481) | public IParameterValue CreateFromNormalized(Double normalizedValue) method ToStringParameter (line 502) | public string ToStringParameter(IHostEnvironment env) class SuggestedSweepsParser (line 508) | public sealed class SuggestedSweepsParser method TryParseParameter (line 522) | public bool TryParseParameter(string paramValue, Type paramType, strin... FILE: src/Microsoft.ML.Sweeper/SweepCommand.cs class SweepCommand (line 20) | [BestFriend] class Arguments (line 24) | public sealed class Arguments method SweepCommand (line 60) | public SweepCommand(IHostEnvironment env, Arguments args) method Run (line 80) | public void Run() FILE: src/Microsoft.ML.Sweeper/SweepResultEvaluator.cs class InternalSweepResultEvaluator (line 19) | public class InternalSweepResultEvaluator : ISweepResultEvaluator class Options (line 21) | public sealed class Options method InternalSweepResultEvaluator (line 32) | public InternalSweepResultEvaluator(IHostEnvironment env, Options opti... method FindMetric (line 40) | private string FindMetric(string userMetric, out bool maximizing) method GetRunResult (line 74) | public IRunResult GetRunResult(ParameterSet parameterSet, string resul... FILE: src/Microsoft.ML.Sweeper/SynthConfigRunner.cs class SynthConfigRunner (line 23) | public sealed class SynthConfigRunner : ExeConfigRunnerBase class Options (line 25) | public sealed class Options : OptionsBase method SynthConfigRunner (line 33) | public SynthConfigRunner(IHostEnvironment env, Options options) method RunConfigsCore (line 42) | protected override IEnumerable RunConfigsCore(ParameterSet... method Rastrigin (line 84) | private double Rastrigin(ParameterSet ps) FILE: src/Microsoft.ML.TensorFlow/TensorFlowModel.cs class TensorFlowModel (line 17) | public sealed class TensorFlowModel : IDisposable method TensorFlowModel (line 32) | internal TensorFlowModel(IHostEnvironment env, Session session, string... method GetModelSchema (line 44) | public DataViewSchema GetModelSchema() method GetInputSchema (line 53) | public DataViewSchema GetInputSchema() method ScoreTensorFlowModel (line 72) | public TensorFlowEstimator ScoreTensorFlowModel(string outputColumnNam... method ScoreTensorFlowModel (line 89) | public TensorFlowEstimator ScoreTensorFlowModel(string[] outputColumnN... method Dispose (line 95) | public void Dispose() FILE: src/Microsoft.ML.TensorFlow/TensorFlowSessionWrapper.cs class TensorFlowSessionWrapper (line 12) | internal sealed class TensorFlowSessionWrapper method TensorFlowSessionWrapper (line 22) | internal TensorFlowSessionWrapper(Session session, string modelLocation) FILE: src/Microsoft.ML.TensorFlow/TensorTypeExtensions.cs method ToScalar (line 16) | public static void ToScalar(this Tensor tensor, ref T dst) where T : ... FILE: src/Microsoft.ML.TensorFlow/TensorflowCatalog.cs class TensorflowCatalog (line 12) | public static class TensorflowCatalog method LoadTensorFlowModel (line 36) | public static TensorFlowModel LoadTensorFlowModel(this ModelOperations... method LoadTensorFlowModel (line 62) | public static TensorFlowModel LoadTensorFlowModel(this ModelOperations... FILE: src/Microsoft.ML.TensorFlow/TensorflowTransform.cs class TensorFlowTransformer (line 41) | public sealed class TensorFlowTransformer : RowToRowTransformerBase, IDi... class DefaultModelFileNames (line 69) | internal static class DefaultModelFileNames method GetVersionInfo (line 77) | private static VersionInfo GetVersionInfo() method TensorFlowTransformer (line 104) | internal TensorFlowTransformer(IHostEnvironment env, TensorFlowModel t... method TensorFlowTransformer (line 122) | internal TensorFlowTransformer(IHostEnvironment env, TensorFlowModel t... method Create (line 128) | private static TensorFlowTransformer Create(IHostEnvironment env, Mode... method Create (line 190) | internal static IDataTransform Create(IHostEnvironment env, TensorFlow... method TensorFlowTransformer (line 201) | internal TensorFlowTransformer(IHostEnvironment env, TensorFlowEstimat... method TensorFlowTransformer (line 206) | internal TensorFlowTransformer(IHostEnvironment env, TensorFlowEstimat... method CreateTensorValueGetter (line 215) | private static ITensorValueGetter CreateTensorValueGetter(DataViewR... method CreateTensorValueGetter (line 222) | private static ITensorValueGetter CreateTensorValueGetter(DataViewRow ... method GetTensorValueGetters (line 228) | private static ITensorValueGetter[] GetTensorValueGetters( method Create (line 245) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Create (line 249) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method GetModelInfo (line 252) | private static void GetModelInfo(IHostEnvironment env, ModelLoadContex... method TensorFlowTransformer (line 286) | internal TensorFlowTransformer(IHostEnvironment env, Session session, ... method GetOperationFromName (line 318) | private static (Operation, int) GetOperationFromName(string operation,... method GetInputInfo (line 334) | internal static (TF_DataType[] tfInputTypes, Shape[] tfInputShapes, (O... method GetTensorShape (line 362) | internal static Shape GetTensorShape(TF_Output output, Graph graph, St... method GetOutputInfo (line 381) | internal static (TF_DataType[] tfOutputTypes, DataViewType[] outputTyp... method MakeRowMapper (line 431) | private protected override IRowMapper MakeRowMapper(DataViewSchema inp... method SaveModel (line 433) | private protected override void SaveModel(ModelSaveContext ctx) method Dispose (line 506) | public void Dispose() class Mapper (line 534) | private sealed class Mapper : MapperBase method Mapper (line 542) | public Mapper(TensorFlowTransformer parent, DataViewSchema inputSche... method CreateGetter (line 641) | private Delegate CreateGetter(DataViewRow input, int iinfo, Func _... class OutputCache (line 676) | private class OutputCache : IDisposable method OutputCache (line 680) | public OutputCache() method Dispose (line 688) | public void Dispose() method MakeGetter (line 698) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method MakeGetter (line 701) | private Delegate MakeGetter(DataViewRow input, int iinfo, ITensor... method UpdateCacheIfNeeded (line 750) | private void UpdateCacheIfNeeded(long position, ITensorValueGetter[]... method GetDependenciesCore (line 779) | private protected override Func GetDependenciesCore(Func<... method GetOutputColumnsCore (line 784) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... method TensorFlowScorer (line 793) | [TlcModule.EntryPoint(Name = "Transforms.TensorFlowScorer", type ITensorValueGetter (line 811) | private interface ITensorValueGetter method GetTensor (line 813) | Tensor GetTensor(); method BufferTrainingData (line 815) | void BufferTrainingData(); method GetBufferedBatchTensor (line 817) | Tensor GetBufferedBatchTensor(); class TensorValueGetter (line 820) | private class TensorValueGetter : ITensorValueGetter method TensorValueGetter (line 827) | public TensorValueGetter(DataViewRow input, int colIndex, Shape tfSh... method GetTensor (line 841) | public Tensor GetTensor() method BufferTrainingData (line 849) | public void BufferTrainingData() method GetBufferedBatchTensor (line 856) | public Tensor GetBufferedBatchTensor() class TensorValueGetterVec (line 864) | private class TensorValueGetterVec : ITensorValueGetter method TensorValueGetterVec (line 875) | public TensorValueGetterVec(DataViewRow input, int colIndex, Shape t... method GetTensor (line 896) | public Tensor GetTensor() method BufferTrainingData (line 909) | public void BufferTrainingData() method GetBufferedBatchTensor (line 916) | public Tensor GetBufferedBatchTensor() class TensorFlowEstimator (line 927) | public sealed class TensorFlowEstimator : IEstimator class Options (line 932) | internal sealed class Options : TransformInputBase method TensorFlowEstimator (line 985) | [BestFriend] method TensorFlowEstimator (line 991) | internal TensorFlowEstimator(IHostEnvironment env, string[] outputColu... method TensorFlowEstimator (line 996) | internal TensorFlowEstimator(IHostEnvironment env, Options options) method TensorFlowEstimator (line 1001) | internal TensorFlowEstimator(IHostEnvironment env, Options options, Te... method CreateArguments (line 1015) | private static Options CreateArguments(TensorFlowModel tensorFlowModel... method GetOutputSchema (line 1030) | public SchemaShape GetOutputSchema(SchemaShape inputSchema) method Fit (line 1056) | public TensorFlowTransformer Fit(IDataView input) FILE: src/Microsoft.ML.TensorFlow/TensorflowUtils.cs class TensorFlowUtils (line 23) | internal static class TensorFlowUtils method GetModelSchema (line 36) | internal static DataViewSchema GetModelSchema(IExceptionContext ectx, ... method GetModelSchema (line 130) | internal static DataViewSchema GetModelSchema(IHostEnvironment env, st... method LoadTensorFlowModel (line 143) | internal static TensorFlowModel LoadTensorFlowModel(IHostEnvironment e... method Tf2MlNetType (line 149) | internal static PrimitiveDataViewType Tf2MlNetType(TF_DataType type) method Tf2MlNetTypeOrNull (line 157) | internal static PrimitiveDataViewType Tf2MlNetTypeOrNull(TF_DataType t... method LoadTFSession (line 192) | internal static Session LoadTFSession(IExceptionContext ectx, byte[] m... method DownloadIfNeeded (line 211) | internal static void DownloadIfNeeded(IHostEnvironment env, string url... method LoadMetaGraph (line 228) | internal static Graph LoadMetaGraph(string path) method LoadTFSessionByModelFilePath (line 236) | internal static Session LoadTFSessionByModelFilePath(IExceptionContext... method LoadTFSession (line 262) | private static Session LoadTFSession(IHostEnvironment env, string expo... method IsSavedModel (line 271) | internal static bool IsSavedModel(IHostEnvironment env, string modelPath) method CreateFolderWithAclIfNotExists (line 285) | internal static void CreateFolderWithAclIfNotExists(IHostEnvironment e... method DeleteFolderWithRetries (line 321) | internal static void DeleteFolderWithRetries(IHostEnvironment env, str... method CreateTempDirectoryWithAcl (line 346) | private static void CreateTempDirectoryWithAcl(string folder, string i... method LoadDnnModel (line 396) | internal static TensorFlowSessionWrapper LoadDnnModel(IHostEnvironment... method GetSession (line 399) | internal static Session GetSession(IHostEnvironment env, string modelP... method FetchStringData (line 412) | internal static unsafe void FetchStringData(Tensor tensor, Span ... method IsTypeSupported (line 423) | internal static bool IsTypeSupported(TF_DataType tfoutput) method CastDataAndReturnAsTensor (line 445) | internal static Tensor CastDataAndReturnAsTensor(T[] data, Shape tf... method CastDataAndReturnAsTensor (line 485) | internal static Tensor CastDataAndReturnAsTensor(T data) class Runner (line 521) | public class Runner : IDisposable method Runner (line 533) | internal Runner(Session session, TF_Output[] inputs = null, TF_Outpu... method Runner (line 546) | internal Runner(Session session, string[] inputs = null, string[] ou... method AddInput (line 559) | public Runner AddInput(Tensor value, int index) method ParseOutput (line 569) | public static TF_Output ParseOutput(Session session, string operation) method Run (line 589) | public Tensor[] Run() method Dispose (line 628) | public void Dispose() method GetTemporaryDirectory (line 640) | internal static string GetTemporaryDirectory(IHostEnvironment env) FILE: src/Microsoft.ML.TimeSeries/AdaptiveSingularSpectrumSequenceModeler.cs type RankSelectionMethod (line 26) | public enum RankSelectionMethod type GrowthRatio (line 36) | public struct GrowthRatio class AdaptiveSingularSpectrumSequenceModelerInternal (line 51) | internal sealed class AdaptiveSingularSpectrumSequenceModelerInternal : ... class SsaForecastResult (line 55) | internal sealed class SsaForecastResult : ForecastResultBase class ModelInfo (line 68) | public sealed class ModelInfo method GetVersionInfo (line 194) | private static VersionInfo GetVersionInfo() method AdaptiveSingularSpectrumSequenceModelerInternal (line 228) | public AdaptiveSingularSpectrumSequenceModelerInternal(IHostEnvironmen... method AdaptiveSingularSpectrumSequenceModelerInternal (line 295) | private AdaptiveSingularSpectrumSequenceModelerInternal(AdaptiveSingul... method AdaptiveSingularSpectrumSequenceModelerInternal (line 338) | public AdaptiveSingularSpectrumSequenceModelerInternal(IHostEnvironmen... method SaveModel (line 448) | private protected override void SaveModel(ModelSaveContext ctx) method ReconstructSignal (line 523) | private static void ReconstructSignal(TrajectoryMatrix tMat, Single[] ... method ReconstructSignalTailFast (line 547) | private static void ReconstructSignalTailFast(Single[] series, Traject... method ComputeNoiseMoments (line 594) | private static void ComputeNoiseMoments(Single[] series, Single[] sign... method DetermineSignalRank (line 642) | private static int DetermineSignalRank(Single[] series, TrajectoryMatr... method InitState (line 730) | internal override void InitState() method DetermineSignalRankFast (line 738) | private static int DetermineSignalRankFast(Single[] series, Trajectory... class SignalComponent (line 824) | private class SignalComponent method SignalComponent (line 830) | public SignalComponent(Double phase, int index) method Stabilize (line 837) | private bool Stabilize() method Consume (line 1103) | internal override void Consume(ref Single input, bool updateModel = fa... method Train (line 1166) | internal override void Train(FixedSizeQueue data) method Train (line 1207) | internal override void Train(RoleMappedData data) method TrainCore (line 1251) | private void TrainCore(Single[] dataArray, int originalSeriesLength) method Forecast (line 1418) | internal override void Forecast(ref ForecastResultBase result,... method PredictNext (line 1485) | internal override void PredictNext(ref Single output) method Clone (line 1490) | internal override SequenceModelerBase Clone() method ComputeForecastIntervals (line 1500) | internal static void ComputeForecastIntervals(ref SsaForecastResult fo... method Train (line 1532) | public void Train(IDataView dataView, string inputColumnName) => Train... method Forecast (line 1534) | public float[] Forecast(int horizon) method ForecastWithConfidenceIntervals (line 1541) | public void ForecastWithConfidenceIntervals(int horizon, out float[] f... method Update (line 1552) | public void Update(IDataView dataView, string inputColumnName) FILE: src/Microsoft.ML.TimeSeries/Deseasonality.cs type IDeseasonality (line 10) | internal interface IDeseasonality method Deseasonality (line 18) | public abstract void Deseasonality(ref double[] values, int period, re... class MeanDeseasonality (line 21) | internal sealed class MeanDeseasonality : IDeseasonality method Deseasonality (line 25) | public void Deseasonality(ref double[] values, int period, ref double[... class MedianDeseasonality (line 62) | internal sealed class MedianDeseasonality : IDeseasonality method Deseasonality (line 67) | public void Deseasonality(ref double[] values, int period, ref double[... class StlDeseasonality (line 104) | internal sealed class StlDeseasonality : IDeseasonality method StlDeseasonality (line 109) | public StlDeseasonality() method Deseasonality (line 115) | public void Deseasonality(ref double[] values, int period, ref double[... FILE: src/Microsoft.ML.TimeSeries/EigenUtils.cs class EigenUtils (line 14) | internal static class EigenUtils method EigenDecomposition (line 18) | public static void EigenDecomposition(float[] a, out float[] eigenvalu... method Hypot (line 43) | private static float Hypot(float x, float y) method CopySign (line 63) | private static float CopySign(float x, float y) method Tred (line 69) | private static void Tred(float[] a, float[] d, float[] e, float[] z, i... method Imtql (line 269) | private static int Imtql(float[] d, float[] e, float[] z, int n) type Layout (line 448) | public enum Layout type Job (line 454) | public enum Job : byte type Compz (line 460) | public enum Compz : byte type Uplo (line 467) | public enum Uplo : byte method Shseqr (line 474) | [DllImport(MklPath, EntryPoint = "LAPACKE_shseqr", CallingConvention =... method Dhseqr (line 479) | [DllImport(MklPath, EntryPoint = "LAPACKE_dhseqr", CallingConvention =... method Ssytrd (line 484) | [DllImport(MklPath, EntryPoint = "LAPACKE_ssytrd", CallingConvention =... method Dsytrd (line 489) | [DllImport(MklPath, EntryPoint = "LAPACKE_dsytrd", CallingConvention =... method Ssteqr (line 494) | [DllImport(MklPath, EntryPoint = "LAPACKE_ssteqr", CallingConvention =... method Dsteqr (line 499) | [DllImport(MklPath, EntryPoint = "LAPACKE_dsteqr", CallingConvention =... method Sorgtr (line 504) | [DllImport(MklPath, EntryPoint = "LAPACKE_sorgtr", CallingConvention =... method Dorgtr (line 508) | [DllImport(MklPath, EntryPoint = "LAPACKE_dorgtr", CallingConvention =... method MklSymmetricEigenDecomposition (line 511) | public static bool MklSymmetricEigenDecomposition(Single[] input, int ... FILE: src/Microsoft.ML.TimeSeries/ExponentialAverageTransform.cs class ExponentialAverageTransform (line 23) | internal sealed class ExponentialAverageTransform : SequentialTransformB... class Arguments (line 31) | public sealed class Arguments : TransformInputBase method GetVersionInfo (line 47) | private static VersionInfo GetVersionInfo() method ExponentialAverageTransform (line 60) | public ExponentialAverageTransform(IHostEnvironment env, Arguments arg... method ExponentialAverageTransform (line 67) | public ExponentialAverageTransform(IHostEnvironment env, ModelLoadCont... method SaveModel (line 80) | private protected override void SaveModel(ModelSaveContext ctx) method ComputeExponentialAverage (line 96) | public static Single ComputeExponentialAverage(Single input, Single de... class State (line 101) | public sealed class State : StateBase method State (line 107) | public State() method SetNaOutput (line 112) | private protected override void SetNaOutput(ref Single output) method TransformCore (line 117) | private protected override void TransformCore(ref Single input, Fixe... method InitializeStateCore (line 130) | private protected override void InitializeStateCore() method LearnStateFromDataCore (line 136) | private protected override void LearnStateFromDataCore(FixedSizeQueu... FILE: src/Microsoft.ML.TimeSeries/ExtensionsCatalog.cs class TimeSeriesCatalog (line 14) | public static class TimeSeriesCatalog method DetectIidChangePoint (line 36) | [Obsolete("This API method is deprecated, please use the overload with... method DetectIidChangePoint (line 61) | public static IidChangePointEstimator DetectIidChangePoint(this Transf... method DetectIidSpike (line 85) | [Obsolete("This API method is deprecated, please use the overload with... method DetectIidSpike (line 110) | public static IidSpikeEstimator DetectIidSpike(this TransformsCatalog ... method DetectChangePointBySsa (line 137) | [Obsolete("This API method is deprecated, please use the overload with... method DetectChangePointBySsa (line 166) | public static SsaChangePointEstimator DetectChangePointBySsa(this Tran... method DetectSpikeBySsa (line 204) | [Obsolete("This API method is deprecated, please use the overload with... method DetectSpikeBySsa (line 231) | public static SsaSpikeEstimator DetectSpikeBySsa(this TransformsCatalo... method DetectAnomalyBySrCnn (line 255) | public static SrCnnAnomalyEstimator DetectAnomalyBySrCnn(this Transfor... method DetectEntireAnomalyBySrCnn (line 285) | public static IDataView DetectEntireAnomalyBySrCnn(this AnomalyDetecti... method DetectEntireAnomalyBySrCnn (line 315) | public static IDataView DetectEntireAnomalyBySrCnn(this AnomalyDetecti... method LocalizeRootCause (line 336) | public static RootCause LocalizeRootCause(this AnomalyDetectionCatalog... method LocalizeRootCauses (line 365) | public static List LocalizeRootCauses(this AnomalyDetection... method DetectSeasonality (line 414) | public static int DetectSeasonality( method CheckRootCauseInput (line 427) | private static void CheckRootCauseInput(IHostEnvironment host, RootCau... method ForecastBySsa (line 475) | public static SsaForecastingEstimator ForecastBySsa( FILE: src/Microsoft.ML.TimeSeries/FftUtils.cs class FftUtils (line 15) | internal static class FftUtils method FftUtils (line 18) | static FftUtils() => ErrorMessage(0); type ConfigParam (line 20) | private enum ConfigParam type ConfigValue (line 112) | private enum ConfigValue method CreateDescriptor (line 170) | [DllImport(DllProxyName, EntryPoint = "MKLDftiCreateDescriptor", CharS... method CommitDescriptor (line 174) | [DllImport(MklPath, CallingConvention = CallingConvention.Cdecl, Entry... method FreeDescriptor (line 178) | [DllImport(MklPath, CallingConvention = CallingConvention.Cdecl, Entry... method SetValue (line 182) | [DllImport(DllProxyName, EntryPoint = "MKLDftiSetValue", CharSet = Cha... method ComputeForward (line 186) | [DllImport(DllProxyName, EntryPoint = "MKLDftiComputeForward", CharSet... method ComputeBackward (line 190) | [DllImport(DllProxyName, EntryPoint = "MKLDftiComputeBackward", CharSe... method ComputeForward (line 194) | [DllImport(DllProxyName, EntryPoint = "MKLDftiComputeForward"), Suppre... method ComputeBackward (line 198) | [DllImport(DllProxyName, EntryPoint = "MKLDftiComputeBackward"), Suppr... method ErrorMessage (line 202) | [DllImport(MklPath, EntryPoint = "DftiErrorMessage", CallingConvention... method CheckStatus (line 205) | private static void CheckStatus(int status) method ComputeForwardFft (line 219) | public static void ComputeForwardFft(float[] inputRe, float[] inputIm,... method ComputeBackwardFft (line 264) | public static void ComputeBackwardFft(float[] inputRe, float[] inputIm... method ComputeForwardFft (line 321) | public static void ComputeForwardFft(double[] inputRe, double[] inputI... method ComputeBackwardFft (line 366) | public static void ComputeBackwardFft(double[] inputRe, double[] input... FILE: src/Microsoft.ML.TimeSeries/IidAnomalyDetectionBase.cs class IidAnomalyDetectionBaseWrapper (line 17) | public class IidAnomalyDetectionBaseWrapper : IStatefulTransformer, ICan... method Clone (line 29) | IStatefulTransformer IStatefulTransformer.Clone() => InternalTransform... method GetOutputSchema (line 35) | public DataViewSchema GetOutputSchema(DataViewSchema inputSchema) => I... method GetRowToRowMapper (line 44) | IRowToRowMapper ITransformer.GetRowToRowMapper(DataViewSchema inputSch... method GetStatefulRowToRowMapper (line 52) | public IRowToRowMapper GetStatefulRowToRowMapper(DataViewSchema inputS... method Transform (line 59) | public IDataView Transform(IDataView input) => InternalTransform.Trans... method Save (line 64) | void ICanSaveModel.Save(ModelSaveContext ctx) => SaveModel(ctx); method SaveModel (line 66) | private protected virtual void SaveModel(ModelSaveContext ctx) method MakeRowMapper (line 74) | internal IStatefulRowMapper MakeRowMapper(DataViewSchema schema) => In... method MakeDataTransform (line 79) | internal IDataTransform MakeDataTransform(IDataView input) => Internal... method IidAnomalyDetectionBaseWrapper (line 83) | internal IidAnomalyDetectionBaseWrapper(ArgumentsBase args, string nam... method IidAnomalyDetectionBaseWrapper (line 88) | internal IidAnomalyDetectionBaseWrapper(IHostEnvironment env, ModelLoa... class IidAnomalyDetectionBase (line 97) | internal class IidAnomalyDetectionBase : SequentialAnomalyDetectionTra... method IidAnomalyDetectionBase (line 101) | public IidAnomalyDetectionBase(ArgumentsBase args, string name, IHos... method IidAnomalyDetectionBase (line 110) | public IidAnomalyDetectionBase(IHostEnvironment env, ModelLoadContex... method GetOutputSchema (line 119) | public override DataViewSchema GetOutputSchema(DataViewSchema inputS... method SaveModel (line 133) | private protected override void SaveModel(ModelSaveContext ctx) method SaveThis (line 138) | internal void SaveThis(ModelSaveContext ctx) class State (line 150) | internal sealed class State : AnomalyDetectionStateBase method State (line 152) | public State() method State (line 156) | internal State(BinaryReader reader) : base(reader) method Save (line 162) | internal override void Save(BinaryWriter writer) method CloneCore (line 169) | private protected override void CloneCore(State state) method LearnStateFromDataCore (line 178) | private protected override void LearnStateFromDataCore(FixedSizeQu... method InitializeAnomalyDetector (line 183) | private protected override void InitializeAnomalyDetector() method ComputeRawAnomalyScore (line 188) | private protected override double ComputeRawAnomalyScore(ref Singl... method Consume (line 194) | public override void Consume(float value) FILE: src/Microsoft.ML.TimeSeries/IidChangePointDetector.cs class IidChangePointDetector (line 31) | public sealed class IidChangePointDetector : IidAnomalyDetectionBaseWrap... class Options (line 38) | internal sealed class Options : TransformInputBase class BaseArguments (line 64) | private sealed class BaseArguments : ArgumentsBase method BaseArguments (line 66) | public BaseArguments(Options options) method BaseArguments (line 77) | public BaseArguments(IidChangePointDetector transform) method GetVersionInfo (line 90) | private static VersionInfo GetVersionInfo() method Create (line 101) | private static IDataTransform Create(IHostEnvironment env, Options opt... method Clone (line 110) | IStatefulTransformer IStatefulTransformer.Clone() method IidChangePointDetector (line 118) | internal IidChangePointDetector(IHostEnvironment env, Options options) method Create (line 139) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Create (line 149) | internal static IidChangePointDetector Create(IHostEnvironment env, Mo... method IidChangePointDetector (line 158) | private IidChangePointDetector(IHostEnvironment env, ModelLoadContext ... method IidChangePointDetector (line 168) | private IidChangePointDetector(IHostEnvironment env, IidChangePointDet... method SaveModel (line 173) | private protected override void SaveModel(ModelSaveContext ctx) method Create (line 189) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... class IidChangePointEstimator (line 223) | public sealed class IidChangePointEstimator : TrivialEstimator method IidSpikeEstimator (line 215) | internal IidSpikeEstimator(IHostEnvironment env, string outputColumnNa... method IidSpikeEstimator (line 228) | internal IidSpikeEstimator(IHostEnvironment env, IidSpikeDetector.Opti... method GetOutputSchema (line 237) | public override SchemaShape GetOutputSchema(SchemaShape inputSchema) FILE: src/Microsoft.ML.TimeSeries/MovingAverageTransform.cs class MovingAverageTransform (line 25) | internal sealed class MovingAverageTransform : SequentialTransformBase ... class State (line 125) | public sealed class State : StateBase method SetNaOutput (line 132) | private protected override void SetNaOutput(ref bool dst) method TransformCore (line 137) | private protected override void TransformCore(ref Single input, Fixe... method InitializeStateCore (line 147) | private protected override void InitializeStateCore() method LearnStateFromDataCore (line 152) | private protected override void LearnStateFromDataCore(FixedSizeQueu... FILE: src/Microsoft.ML.TimeSeries/PolynomialUtils.cs class PolynomialUtils (line 14) | internal static class PolynomialUtils method IsZero (line 20) | private static bool IsZero(double x) method FindQuadraticRoots (line 25) | internal static void FindQuadraticRoots(Double b, Double c, out Comple... method CreateFullCompanionMatrix (line 42) | private static void CreateFullCompanionMatrix(Double[] coefficients, r... method FindPolynomialRoots (line 69) | public static bool FindPolynomialRoots(Double[] coefficients, ref Comp... class FactorMultiplicity (line 134) | private sealed class FactorMultiplicity method FactorMultiplicity (line 138) | public FactorMultiplicity(int multiplicity = 1) class PolynomialFactor (line 145) | private sealed class PolynomialFactor method SetKey (line 152) | private void SetKey() method PolynomialFactor (line 166) | public PolynomialFactor(decimal[] coefficients) method PolynomialFactor (line 172) | internal PolynomialFactor(decimal key) method Multiply (line 177) | public void Multiply(PolynomialFactor factor, decimal[] destination) method PolynomialMultiplication (line 190) | private void PolynomialMultiplication(decimal[] destination, int uIn... method NaivePolynomialMultiplication (line 212) | private void NaivePolynomialMultiplication(decimal[] destination, in... class ByMaximumCoefficient (line 255) | private sealed class ByMaximumCoefficient : IComparer method Compare (line 257) | public int Compare(PolynomialFactor x, PolynomialFactor y) method FindPolynomialCoefficients (line 279) | public static bool FindPolynomialCoefficients(Complex[] roots, ref Dou... FILE: src/Microsoft.ML.TimeSeries/PredictionEngine.cs type IStatefulRowToRowMapper (line 14) | internal interface IStatefulRowToRowMapper : IRowToRowMapper type IStatefulTransformer (line 18) | internal interface IStatefulTransformer : ITransformer method GetStatefulRowToRowMapper (line 25) | IRowToRowMapper GetStatefulRowToRowMapper(DataViewSchema inputSchema); method Clone (line 32) | IStatefulTransformer Clone(); class StatefulRow (line 35) | internal abstract class StatefulRow : DataViewRow method GetPinger (line 37) | public abstract Action GetPinger(); type IStatefulRowMapper (line 40) | internal interface IStatefulRowMapper : IRowMapper method CloneState (line 42) | void CloneState(); method CreatePinger (line 44) | Action CreatePinger(DataViewRow input, Func... class PingerArgument (line 47) | internal class PingerArgument class TimeSeriesPredictionEngine (line 63) | public sealed class TimeSeriesPredictionEngine : PredictionE... method CheckPoint (line 85) | public void CheckPoint(IHostEnvironment env, string modelPath) method CheckPoint (line 108) | public void CheckPoint(IHostEnvironment env, Stream stream) method CloneTransformers (line 122) | private static ITransformer CloneTransformers(ITransformer transformer) method TimeSeriesPredictionEngine (line 145) | public TimeSeriesPredictionEngine(IHostEnvironment env, ITransformer t... method TimeSeriesPredictionEngine (line 155) | internal TimeSeriesPredictionEngine(IHostEnvironment env, ITransformer... method GetStatefulRows (line 160) | internal DataViewRow GetStatefulRows(DataViewRow input, IRowToRowMappe... method CreatePinger (line 207) | internal Action CreatePinger(List rows) method PredictionEngineCore (line 217) | private protected override void PredictionEngineCore(IHostEnvironment ... method IsRowToRowMapper (line 228) | private bool IsRowToRowMapper(ITransformer transformer) method GetRowToRowMapper (line 236) | private IRowToRowMapper GetRowToRowMapper(DataViewSchema inputSchema) method TransformerChecker (line 265) | private protected override Func Trans... method Predict (line 282) | public void Predict(TSrc example, ref TDst prediction, int? horizon = ... method Predict (line 347) | public override void Predict(TSrc example, ref TDst prediction) => Pre... method Predict (line 357) | public TDst Predict(TSrc example, int? horizon = null, float? confiden... method Predict (line 369) | public TDst Predict(int? horizon = null, float? confidenceLevel = null) class PredictionFunctionExtensions (line 377) | public static class PredictionFunctionExtensions method CreateTimeSeriesEngine (line 399) | public static TimeSeriesPredictionEngine CreateTimeSeriesE... method CreateTimeSeriesEngine (line 429) | public static TimeSeriesPredictionEngine CreateTimeSeriesE... FILE: src/Microsoft.ML.TimeSeries/RootCauseAnalyzer.cs class RootCauseAnalyzer (line 13) | internal class RootCauseAnalyzer method RootCauseAnalyzer (line 23) | public RootCauseAnalyzer(RootCauseLocalizationInput src, double beta, ... method Analyze (line 31) | public RootCause Analyze() method AnalyzePossibleCauses (line 36) | public List AnalyzePossibleCauses() method AnalyzeOneLayer (line 45) | private List AnalyzeOneLayer(RootCauseLocalizationInput src) method GetTotalPointsForAnomalyTimestamp (line 69) | protected List GetTotalPointsForAnomalyTimestamp(Root... method SeparateDimension (line 75) | private DimensionInfo SeparateDimension(Dictionary dim... method GetPointsInfo (line 94) | private Tuple GetSubDim(Dictionary GetTopAnomaly(List an... method SelectOrderedDimension (line 247) | protected IEnumerable SelectOrderedDimension(List SelectOrderedDimensions(Dictionary<... method GetRootCauseDirection (line 334) | private AnomalyDirection GetRootCauseDirection(TimeSeriesPoint rootCau... method GetRootCauseDirectionAndScore (line 350) | private void GetRootCauseDirectionAndScore(Dictionary aggDims, TimeSerie... method OrderDimensions (line 478) | private IEnumerable OrderDimensions(SortedDictionary GetSurpriseAndExplanatoryScore(TimeSerie... method UpdateDimensionValue (line 637) | private static Dictionary UpdateDimensionValue(Diction... method StopAnomalyComparison (line 644) | private bool StopAnomalyComparison(double preTotal, double parent, dou... method ShouldSeparateAnomaly (line 654) | private bool ShouldSeparateAnomaly(double total, double parent, int to... method GetDimensionEntropy (line 669) | private double GetDimensionEntropy(Dictionary pointDis, D... method GetDimensionIntrinsicValue (line 683) | private double GetDimensionIntrinsicValue(Dictionary poin... method GetTotalNumber (line 696) | private int GetTotalNumber(Dictionary distribution) method UpdateDistribution (line 706) | private void UpdateDistribution(Dictionary distribution, ... method Log2 (line 719) | [MethodImplAttribute(MethodImplOptions.AggressiveInlining)] method ContainsAll (line 722) | private static bool ContainsAll(Dictionary bigDictiona... method IsAggregationDimension (line 735) | private bool IsAggregationDimension(Object val, Object aggSymbol) class DimensionInfo (line 741) | internal class DimensionInfo method DimensionInfo (line 746) | public DimensionInfo() class PointTree (line 753) | internal class PointTree method PointTree (line 759) | public PointTree() class BestDimension (line 766) | internal class BestDimension : IComparable method BestDimension (line 774) | public BestDimension() method CompareTo (line 780) | public int CompareTo(object obj) class RootCauseScore (line 792) | internal class RootCauseScore method RootCauseScore (line 797) | public RootCauseScore(double surprise, double explanatoryScore) class DimensionComparer (line 804) | internal class DimensionComparer : EqualityComparer x, Dictionary obj) FILE: src/Microsoft.ML.TimeSeries/RootCauseLocalizationType.cs class RootCause (line 11) | public sealed class RootCause method RootCause (line 28) | public RootCause() class RootCauseLocalizationInput (line 34) | public sealed class RootCauseLocalizationInput method RootCauseLocalizationInput (line 61) | public RootCauseLocalizationInput(DateTime anomalyTimestamp, Dictionar... method RootCauseLocalizationInput (line 70) | public RootCauseLocalizationInput(DateTime anomalyTimestamp, Dictionar... method RootCauseLocalizationInput (line 79) | public RootCauseLocalizationInput() { } type AggregateType (line 82) | public enum AggregateType type AnomalyDirection (line 106) | public enum AnomalyDirection class RootCauseItem (line 122) | public sealed class RootCauseItem : IEquatable method RootCauseItem (line 141) | public RootCauseItem(Dictionary rootCause) method RootCauseItem (line 147) | public RootCauseItem(Dictionary rootCause, List points) method MetricSlice (line 186) | public MetricSlice() { } class TimeSeriesPoint (line 189) | public sealed class TimeSeriesPoint : IEquatable method TimeSeriesPoint (line 212) | public TimeSeriesPoint(Dictionary dimension) method TimeSeriesPoint (line 216) | public TimeSeriesPoint() { } method TimeSeriesPoint (line 218) | public TimeSeriesPoint(double value, double expectedValue, bool isAnom... method Equals (line 227) | public bool Equals(TimeSeriesPoint other) method GetHashCode (line 239) | public override int GetHashCode() FILE: src/Microsoft.ML.TimeSeries/SRCNNAnomalyDetector.cs class SrCnnAnomalyDetector (line 30) | public sealed class SrCnnAnomalyDetector : SrCnnAnomalyDetectionBase, IS... class Options (line 37) | internal sealed class Options : TransformInputBase class SrCnnArgument (line 72) | private sealed class SrCnnArgument : SrCnnArgumentBase method SrCnnArgument (line 74) | public SrCnnArgument(Options options) method SrCnnArgument (line 87) | public SrCnnArgument(SrCnnAnomalyDetector transform) method GetVersionInfo (line 101) | private static VersionInfo GetVersionInfo() method Create (line 112) | private static IDataTransform Create(IHostEnvironment env, Options opt... method Create (line 121) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Create (line 130) | internal static SrCnnAnomalyDetector Create(IHostEnvironment env, Mode... method Create (line 139) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method Clone (line 142) | IStatefulTransformer IStatefulTransformer.Clone() method SrCnnAnomalyDetector (line 150) | internal SrCnnAnomalyDetector(IHostEnvironment env, Options options) method SrCnnAnomalyDetector (line 155) | private SrCnnAnomalyDetector(IHostEnvironment env, ModelLoadContext ctx) method SrCnnAnomalyDetector (line 160) | private SrCnnAnomalyDetector(IHostEnvironment env, SrCnnAnomalyDetecto... method SaveModel (line 165) | private protected override void SaveModel(ModelSaveContext ctx) class SrCnnAnomalyEstimator (line 229) | public sealed class SrCnnAnomalyEstimator : TrivialEstimator xValues, IReadOnlyList ... method Estimate (line 87) | public void Estimate() method EstimateY (line 99) | public double EstimateY(double xValue) FILE: src/Microsoft.ML.TimeSeries/STL/InnerStl.cs class InnerStl (line 11) | internal class InnerStl method Nl (line 55) | private int Nl(int np) method Nt (line 67) | private int Nt(int np) method InnerStl (line 83) | public InnerStl(bool isTemporal) method Decomposition (line 117) | public bool Decomposition(IReadOnlyList yValues, int np) method Detrending (line 179) | private void Detrending(IReadOnlyList y, IReadOnlyList... method CycleSubseriesSmooth (line 185) | private bool CycleSubseriesSmooth(double[] detrendedY, int np, double[... method LowPassFiltering (line 236) | private FastLoess LowPassFiltering(double[] c, int np) method SmoothedCycleSubseriesDetrending (line 248) | private void SmoothedCycleSubseriesDetrending(double[] c, FastLoess lo... method Deseasonalizing (line 256) | private void Deseasonalizing(IReadOnlyList y, double[] s, doub... method TrendSmooth (line 264) | private void TrendSmooth(double[] deseasonSeries, int np, double[] t) class VirtualXValuesProvider (line 279) | internal class VirtualXValuesProvider method VirtualXValuesProvider (line 283) | static VirtualXValuesProvider() method GetXValues (line 293) | internal static List GetXValues(int length) method MovingAverage (line 311) | private static List MovingAverage(IReadOnlyList s, int... FILE: src/Microsoft.ML.TimeSeries/STL/LeastSquares.cs class LeastSquares (line 14) | internal class LeastSquares method LeastSquares (line 26) | public LeastSquares(IReadOnlyList x, IReadOnlyList y) method RegressionDegreeOneWeighted (line 44) | public AbstractPolynomialModel RegressionDegreeOneWeighted(IReadOnlyLi... FILE: src/Microsoft.ML.TimeSeries/STL/LocalRegression.cs class LocalRegression (line 14) | internal class LocalRegression method LocalRegression (line 36) | public LocalRegression(IReadOnlyList x, IReadOnlyList ... method Estimate (line 192) | private void Estimate() method Y (line 232) | public double Y() method Y (line 245) | public double Y(double xValue) method Regression (line 254) | private AbstractPolynomialModel Regression() FILE: src/Microsoft.ML.TimeSeries/STL/Loess.cs class Loess (line 14) | internal class Loess method Loess (line 47) | public Loess(IReadOnlyList xValues, IReadOnlyList yVal... method Init (line 85) | private void Init(IReadOnlyList xValues, IReadOnlyList... method EstimateY (line 101) | public double EstimateY(double xValue) class WeightMethod (line 129) | internal class WeightMethod method BisquareWeight (line 134) | public static double BisquareWeight(double value) method Tricube (line 147) | public static double Tricube(double value) class LoessConfiguration (line 161) | internal class LoessConfiguration FILE: src/Microsoft.ML.TimeSeries/STL/MathsTools.cs class MathUtility (line 9) | internal class MathUtility method QuickMedian (line 17) | public static double QuickMedian(List values) method QuickSelect (line 32) | public static double QuickSelect(IReadOnlyList values, int k) method FindMedianIndex (line 77) | public static int FindMedianIndex(IReadOnlyList values, int st... FILE: src/Microsoft.ML.TimeSeries/STL/PolynomialModel.cs class AbstractPolynomialModel (line 10) | internal abstract class AbstractPolynomialModel method AbstractPolynomialModel (line 14) | public AbstractPolynomialModel(IReadOnlyList coeffs) method Y (line 20) | public abstract double Y(double x); class PolynomialModel (line 26) | internal sealed class PolynomialModel : AbstractPolynomialModel method PolynomialModel (line 28) | public PolynomialModel(IReadOnlyList coeffs) method Y (line 37) | public override double Y(double x) class LinearModel (line 53) | internal sealed class LinearModel : AbstractPolynomialModel method LinearModel (line 61) | public LinearModel(IReadOnlyList coeffs) method Y (line 70) | public override double Y(double x) FILE: src/Microsoft.ML.TimeSeries/SeasonalityDetector.cs class SeasonalityDetector (line 19) | internal class SeasonalityDetector method DetectSeasonality (line 52) | public int DetectSeasonality( method FindActualPeriod (line 130) | private static int FindActualPeriod(Complex[] values, int bestFrequenc... method FindBestTwoFrequencies (line 212) | private static void FindBestTwoFrequencies(Complex[] values, int timeS... method FindBestPeriod (line 304) | private static int FindBestPeriod(Complex[] values, int frequency, int... FILE: src/Microsoft.ML.TimeSeries/SequenceModelerBase.cs class ForecastResultBase (line 14) | internal abstract class ForecastResultBase class SequenceModelerBase (line 24) | internal abstract class SequenceModelerBase : ICanSaveM... method SequenceModelerBase (line 26) | private protected SequenceModelerBase() method InitState (line 33) | internal abstract void InitState(); method Consume (line 40) | internal abstract void Consume(ref TInput input, bool updateModel = fa... method Train (line 46) | internal abstract void Train(FixedSizeQueue data); method Train (line 53) | internal abstract void Train(RoleMappedData data); method Forecast (line 60) | internal abstract void Forecast(ref ForecastResultBase result... method PredictNext (line 66) | internal abstract void PredictNext(ref TOutput output); method Clone (line 72) | internal abstract SequenceModelerBase Clone(); method Save (line 77) | void ICanSaveModel.Save(ModelSaveContext ctx) => SaveModel(ctx); method SaveModel (line 79) | private protected abstract void SaveModel(ModelSaveContext ctx); FILE: src/Microsoft.ML.TimeSeries/SequentialAnomalyDetectionTransformBase.cs type MartingaleType (line 19) | public enum MartingaleType : byte type AnomalySide (line 38) | public enum AnomalySide : byte type AlertingScore (line 57) | internal enum AlertingScore : byte class ArgumentsBase (line 76) | internal abstract class ArgumentsBase class SequentialAnomalyDetectionTransformBase (line 126) | internal abstract class SequentialAnomalyDetectionTransformBase> dst) => _... method GetDependencies (line 342) | public Func GetDependencies(Func activeOutput) method Save (line 350) | void ICanSaveModel.Save(ModelSaveContext ctx) => _parent.SaveModel(c... method CreateGetters (line 352) | public Delegate[] CreateGetters(DataViewRow input, Func a... method MakeGetter (line 364) | private Delegate MakeGetter(DataViewRow input, AnomalyDetectionState... method CreatePinger (line 380) | public Action CreatePinger(DataViewRow input, Func MakePinger(DataViewRow input, Anomaly... method CloneState (line 406) | public void CloneState() method GetTransformer (line 414) | public ITransformer GetTransformer() class AnomalyDetectionStateBase (line 423) | internal abstract class AnomalyDetectionStateBase : SequentialTransfor... method AnomalyDetectionStateBase (line 445) | private protected AnomalyDetectionStateBase() { } method CloneCore (line 447) | private protected override void CloneCore(TState state) method AnomalyDetectionStateBase (line 456) | private protected AnomalyDetectionStateBase(BinaryReader reader) : b... method Save (line 465) | internal override void Save(BinaryWriter writer) method ComputeKernelPValue (line 475) | private Double ComputeKernelPValue(Double rawScore) method SetNaOutput (line 511) | private protected override void SetNaOutput(ref VBuffer dst) method TransformCore (line 522) | public sealed override void TransformCore(ref TInput input, FixedSiz... method InitializeStateCore (line 655) | private protected sealed override void InitializeStateCore(bool disk... method InitializeAnomalyDetector (line 678) | private protected abstract void InitializeAnomalyDetector(); method ComputeRawAnomalyScore (line 688) | private protected abstract Double ComputeRawAnomalyScore(ref TInput ... FILE: src/Microsoft.ML.TimeSeries/SequentialForecastingTransformBase.cs class ForecastingArgumentsBase (line 19) | internal abstract class ForecastingArgumentsBase class SequentialForecastingTransformBase (line 52) | internal abstract class SequentialForecastingTransformBase GetDependencies(Func activeOutput) method Save (line 154) | void ICanSaveModel.Save(ModelSaveContext ctx) => _parent.SaveModel(c... method CreateGetters (line 156) | public Delegate[] CreateGetters(DataViewRow input, Func a... method MakeGetter (line 198) | private Delegate MakeGetter(DataViewRow input, ForecastingStateBase ... method CreatePinger (line 221) | public Action CreatePinger(DataViewRow input, Func MakePinger(DataViewRow input, Forecas... method CloneState (line 255) | public void CloneState() method GetTransformer (line 263) | public ITransformer GetTransformer() class ForecastingStateBase (line 272) | internal abstract class ForecastingStateBase : SequentialTransformerBa... method ForecastingStateBase (line 279) | private protected ForecastingStateBase() { } method CloneCore (line 281) | private protected override void CloneCore(TState state) method ForecastingStateBase (line 286) | private protected ForecastingStateBase(BinaryReader reader) : base(r... method Save (line 290) | internal override void Save(BinaryWriter writer) method SetNaOutput (line 295) | private protected override void SetNaOutput(ref VBuffer dst) method InitializeStateCore (line 306) | private protected sealed override void InitializeStateCore(bool disk... method InitializeForecaster (line 316) | private protected abstract void InitializeForecaster(); FILE: src/Microsoft.ML.TimeSeries/SequentialTransformBase.cs class DataBox (line 18) | internal sealed class DataBox method DataBox (line 22) | public DataBox() method DataBox (line 26) | public DataBox(T value) class DataBoxForecastingWithConfidenceIntervals (line 37) | internal sealed class DataBoxForecastingWithConfidenceIntervals method DataBoxForecastingWithConfidenceIntervals (line 43) | public DataBoxForecastingWithConfidenceIntervals() method DataBoxForecastingWithConfidenceIntervals (line 47) | public DataBoxForecastingWithConfidenceIntervals(T forecast, T confide... class SequentialTransformBase (line 62) | internal abstract class SequentialTransformBase... class StateBase (line 68) | public abstract class StateBase method IncrementRowCounter (line 98) | private protected int IncrementRowCounter() method InitState (line 114) | public void InitState(int windowSize, int initialWindowSize, Sequent... method Reset (line 137) | public virtual void Reset() method StateBase (line 148) | protected StateBase() method Process (line 153) | public void Process(ref TInput input, ref TOutput output) method ProcessWithoutBuffer (line 174) | public void ProcessWithoutBuffer(ref TInput input, ref TOutput output) method SetNaOutput (line 195) | private protected abstract void SetNaOutput(ref TOutput dst); method TransformCore (line 204) | private protected abstract void TransformCore(ref TInput input, Fixe... method InitializeStateCore (line 209) | private protected abstract void InitializeStateCore(); method LearnStateFromDataCore (line 215) | private protected abstract void LearnStateFromDataCore(FixedSizeQueu... method CreateLambdaTransform (line 236) | private static IDataView CreateLambdaTransform(IHost host, IDataView i... method SequentialTransformBase (line 268) | private protected SequentialTransformBase(int windowSize, int initialW... method SequentialTransformBase (line 274) | private protected SequentialTransformBase(int windowSize, int initialW... method SequentialTransformBase (line 294) | private protected SequentialTransformBase(IHostEnvironment env, ModelL... method SaveModel (line 326) | private protected override void SaveModel(ModelSaveContext ctx) method MapFunction (line 354) | private static void MapFunction(DataBox input, DataBox input, Da... method InitFunction (line 364) | private void InitFunction(TState state) method ShouldUseParallelCursors (line 371) | protected override bool? ShouldUseParallelCursors(Func pred... method GetRowCursorCore (line 377) | protected override DataViewRowCursor GetRowCursorCore(IEnumerable paren... method IsColumnActive (line 412) | public override bool IsColumnActive(DataViewSchema.Column column) method GetGetter (line 425) | public override ValueGetter GetGetter(DataViewSchema... FILE: src/Microsoft.ML.TimeSeries/SequentialTransformerBase.cs class SequentialTransformerBase (line 26) | internal abstract class SequentialTransformerBase SaveModel(ctx); method SaveModel (line 417) | private protected virtual void SaveModel(ModelSaveContext ctx) method GetOutputSchema (line 440) | public abstract DataViewSchema GetOutputSchema(DataViewSchema inputSch... method MakeRowMapper (line 442) | internal abstract IStatefulRowMapper MakeRowMapper(DataViewSchema sche... method MakeDataTransform (line 444) | internal SequentialDataTransform MakeDataTransform(IDataView input) method Transform (line 450) | public IDataView Transform(IDataView input) => MakeDataTransform(input); method GetRowToRowMapper (line 452) | public IRowToRowMapper GetRowToRowMapper(DataViewSchema inputSchema) method GetStatefulRowToRowMapper (line 457) | IRowToRowMapper IStatefulTransformer.GetStatefulRowToRowMapper(DataVie... method Clone (line 463) | internal virtual IStatefulTransformer Clone() => (SequentialTransforme... method Clone (line 465) | IStatefulTransformer IStatefulTransformer.Clone() => Clone(); class SequentialDataTransform (line 467) | internal sealed class SequentialDataTransform : TransformBase, ITransf... method SequentialDataTransform (line 476) | public SequentialDataTransform(IHost host, SequentialTransformerBase... method CloneStateInMapper (line 490) | public void CloneStateInMapper() => _mapper.CloneState(); method CreateLambdaTransform (line 492) | private static IDataView CreateLambdaTransform(IHost host, IDataView... method MapFunction (line 538) | private static void MapFunction(DataBox input, DataBox input, DataBoxForeca... method MapFunctionWithoutBuffer (line 548) | private static void MapFunctionWithoutBuffer(DataBox input, ... method MapFunctionWithoutBuffer (line 553) | private static void MapFunctionWithoutBuffer(DataBox input, ... method InitFunction (line 558) | private void InitFunction(TState state) method GetRowCursorCore (line 565) | protected override DataViewRowCursor GetRowCursorCore(IEnumerable pr... method GetRowCount (line 579) | public override long? GetRowCount() method GetRowCursorSet (line 582) | public override DataViewRowCursor[] GetRowCursorSet(IEnumerable GetDependencies(IEnumerabl... method GetRow (line 610) | DataViewRow IRowToRowMapper.GetRow(DataViewRow input, IEnumerable GetIdGetter() method GetGetter (line 660) | public override ValueGetter GetGetter(DataViewSchema.Column co... method GetPinger (line 674) | public override Action GetPinger() => method IsColumnActive (line 680) | public override bool IsColumnActive(DataViewSchema.Column column) class Cursor (line 691) | private sealed class Cursor : SynchronizedCursorBase method Cursor (line 695) | public Cursor(IHost host, SequentialDataTransform parent, DataViewRo... method IsColumnActive (line 707) | public override bool IsColumnActive(DataViewSchema.Column column) method GetGetter (line 720) | public override ValueGetter GetGetter(DataViewSchema... class TimeSeriesRowToRowMapperTransform (line 734) | internal sealed class TimeSeriesRowToRowMapperTransform : RowToRowTransf... method GetVersionInfo (line 741) | private static VersionInfo GetVersionInfo() method CanSaveOnnx (line 754) | bool ICanSaveOnnx.CanSaveOnnx(OnnxContext ctx) => _mapper is ICanSaveO... method TimeSeriesRowToRowMapperTransform (line 758) | public TimeSeriesRowToRowMapperTransform(IHostEnvironment env, IDataVi... method GetOutputSchema (line 766) | public static DataViewSchema GetOutputSchema(DataViewSchema inputSchem... method TimeSeriesRowToRowMapperTransform (line 773) | private TimeSeriesRowToRowMapperTransform(IHost host, ModelLoadContext... method Create (line 783) | public static TimeSeriesRowToRowMapperTransform Create(IHostEnvironmen... method SaveModel (line 793) | private protected override void SaveModel(ModelSaveContext ctx) method GetActive (line 810) | private bool[] GetActive(Func predicate, out Func GetActive(Func p... method GetActiveOutputColumns (line 845) | private Func GetActiveOutputColumns(bool[] active) method ShouldUseParallelCursors (line 858) | protected override bool? ShouldUseParallelCursors(Func pred... method GetRowCursorCore (line 866) | protected override DataViewRowCursor GetRowCursorCore(IEnumerable GetDependencies(IEnumerable<... method GetRow (line 928) | DataViewRow IRowToRowMapper.GetRow(DataViewRow input, IEnumerable GetGetter(DataViewSchema... method GetPinger (line 999) | public override Action GetPinger() => method GetIdGetter (line 1002) | public override ValueGetter GetIdGetter() => _input.G... method IsColumnActive (line 1007) | public override bool IsColumnActive(DataViewSchema.Column column) class Cursor (line 1017) | private sealed class Cursor : SynchronizedCursorBase method Cursor (line 1027) | public Cursor(IChannelProvider provider, DataViewRowCursor input, Ti... method IsColumnActive (line 1039) | public override bool IsColumnActive(DataViewSchema.Column column) method GetGetter (line 1052) | public override ValueGetter GetGetter(DataViewSchema... method Dispose (line 1070) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TimeSeries/SlidingWindowTransform.cs class SlidingWindowTransform (line 21) | internal sealed class SlidingWindowTransform : SlidingWindowTransformBas... method GetVersionInfo (line 28) | private static VersionInfo GetVersionInfo() method SlidingWindowTransform (line 39) | public SlidingWindowTransform(IHostEnvironment env, Arguments args, ID... method SlidingWindowTransform (line 44) | public SlidingWindowTransform(IHostEnvironment env, ModelLoadContext c... method SaveModel (line 51) | private protected override void SaveModel(ModelSaveContext ctx) FILE: src/Microsoft.ML.TimeSeries/SlidingWindowTransformBase.cs class SlidingWindowTransformBase (line 21) | internal abstract class SlidingWindowTransformBase : SequentialT... type BeginOptions (line 26) | public enum BeginOptions : byte class Arguments (line 39) | public sealed class Arguments : TransformInputBase method SlidingWindowTransformBase (line 63) | protected SlidingWindowTransformBase(Arguments args, string loaderSign... method SlidingWindowTransformBase (line 80) | protected SlidingWindowTransformBase(IHostEnvironment env, ModelLoadCo... method GetNaValue (line 97) | private TInput GetNaValue() method SaveModel (line 109) | private protected override void SaveModel(ModelSaveContext ctx) class StateSlide (line 127) | public sealed class StateSlide : StateBase method SetNaOutput (line 131) | private protected override void SetNaOutput(ref VBuffer output) method TransformCore (line 154) | private protected override void TransformCore(ref TInput input, Fixe... method InitializeStateCore (line 173) | private protected override void InitializeStateCore() method LearnStateFromDataCore (line 178) | private protected override void LearnStateFromDataCore(FixedSizeQueu... FILE: src/Microsoft.ML.TimeSeries/SrCnnAnomalyDetectionBase.cs class SrCnnAnomalyDetectionBase (line 15) | public class SrCnnAnomalyDetectionBase : IStatefulTransformer, ICanSaveM... method Clone (line 26) | IStatefulTransformer IStatefulTransformer.Clone() => InternalTransform... method GetOutputSchema (line 32) | public DataViewSchema GetOutputSchema(DataViewSchema inputSchema) => I... method GetRowToRowMapper (line 41) | IRowToRowMapper ITransformer.GetRowToRowMapper(DataViewSchema inputSch... method GetStatefulRowToRowMapper (line 49) | public IRowToRowMapper GetStatefulRowToRowMapper(DataViewSchema inputS... method Transform (line 55) | public IDataView Transform(IDataView input) => InternalTransform.Trans... method Save (line 60) | void ICanSaveModel.Save(ModelSaveContext ctx) => SaveModel(ctx); method SaveModel (line 62) | private protected virtual void SaveModel(ModelSaveContext ctx) method MakeRowMapper (line 70) | internal IStatefulRowMapper MakeRowMapper(DataViewSchema schema) => In... method MakeDataTransform (line 75) | internal IDataTransform MakeDataTransform(IDataView input) => Internal... method SrCnnAnomalyDetectionBase (line 79) | internal SrCnnAnomalyDetectionBase(SrCnnArgumentBase args, string name... method SrCnnAnomalyDetectionBase (line 84) | internal SrCnnAnomalyDetectionBase(IHostEnvironment env, ModelLoadCont... class SrCnnAnomalyDetectionBaseCore (line 89) | internal sealed class SrCnnAnomalyDetectionBaseCore : SrCnnTransformBa... method SrCnnAnomalyDetectionBaseCore (line 93) | public SrCnnAnomalyDetectionBaseCore(SrCnnArgumentBase args, string ... method SrCnnAnomalyDetectionBaseCore (line 102) | public SrCnnAnomalyDetectionBaseCore(IHostEnvironment env, ModelLoad... method GetOutputSchema (line 110) | public override DataViewSchema GetOutputSchema(DataViewSchema inputS... method SaveModel (line 124) | private protected override void SaveModel(ModelSaveContext ctx) method SaveThis (line 129) | internal void SaveThis(ModelSaveContext ctx) class State (line 140) | internal sealed class State : SrCnnStateBase method State (line 142) | public State() method State (line 146) | internal State(BinaryReader reader) : base(reader) method Save (line 152) | internal override void Save(BinaryWriter writer) method CloneCore (line 159) | private protected override void CloneCore(State state) method LearnStateFromDataCore (line 168) | private protected override void LearnStateFromDataCore(FixedSizeQu... method SpectralResidual (line 172) | private protected sealed override void SpectralResidual(Single inp... method BackAdd (line 242) | private List BackAdd(FixedSizeQueue data) method PredictNext (line 259) | private Single PredictNext(List data) method AverageFilter (line 270) | private List AverageFilter(List data, int n) method CalculateScore (line 286) | private Single CalculateScore(Single mag, Single avgMag) FILE: src/Microsoft.ML.TimeSeries/SrCnnEntireAnomalyDetector.cs type SrCnnDetectMode (line 19) | public enum SrCnnDetectMode type SrCnnDeseasonalityMode (line 40) | public enum SrCnnDeseasonalityMode class SrCnnEntireAnomalyDetectorOptions (line 57) | public sealed class SrCnnEntireAnomalyDetectorOptions class Defaults (line 83) | internal static class Defaults class SrCnnEntireAnomalyDetector (line 135) | internal sealed class SrCnnEntireAnomalyDetector : BatchDataViewMapperBa... class Bindings (line 145) | private class Bindings : ColumnBindingsBase method Bindings (line 150) | public Bindings(DataViewSchema input, string inputColumnName, string... method GetColumnTypeCore (line 157) | protected override DataViewType GetColumnTypeCore(int iinfo) method GetDependencies (line 164) | public Func GetDependencies(Func predicate) method SrCnnEntireAnomalyDetector (line 186) | public SrCnnEntireAnomalyDetector(IHostEnvironment env, IDataView inpu... method CheckOptionArguments (line 203) | private void CheckOptionArguments(SrCnnEntireAnomalyDetectorOptions op... method CreateGetters (line 224) | protected override Delegate[] CreateGetters(DataViewRowCursor input, B... method CreateBatch (line 231) | protected override Batch CreateBatch(DataViewRowCursor input) method GetIsNewBatchDelegate (line 234) | protected override Func GetIsNewBatchDelegate(DataViewRowCursor ... method GetLastInBatchDelegate (line 239) | protected override Func GetLastInBatchDelegate(DataViewRowCursor... method GetLookAheadGetter (line 244) | protected override ValueGetter GetLookAheadGetter(DataViewRowC... method GetSchemaBindingDependencies (line 249) | protected override Func GetSchemaBindingDependencies(Func> CreateGetter(DataViewRowCursor i... class SrCnnEntireModeler (line 353) | internal sealed class SrCnnEntireModeler method SrCnnEntireModeler (line 458) | public SrCnnEntireModeler(double threshold, double sensitivity, SrCn... method Train (line 481) | public void Train(double[] values, ref double[][] results) method SpectralResidual (line 548) | private void SpectralResidual(double[] values, double[][] results, d... method BackAdd (line 648) | private void BackAdd(double[] data) method PredictNext (line 667) | private double PredictNext(double[] data) method AverageFilter (line 678) | private void AverageFilter(double[] data, int n) method CalculateScore (line 702) | private double CalculateScore(double mag, double avgMag) method GetExpectedValue (line 712) | private void GetExpectedValue(double[] values, double[][] results) method GetExpectedValuePeriod (line 724) | private void GetExpectedValuePeriod(double[] values, double[][] resu... method GetMarginPeriod (line 733) | private void GetMarginPeriod(double[] values, double[][] results, IR... method GetMargin (line 828) | private void GetMargin(double[] values, double[][] results, double s... method AdjustExpectedValueBasedOnOriginalDataRange (line 864) | private double AdjustExpectedValueBasedOnOriginalDataRange(double ex... method AdjustExpectedValueBasedOnBound (line 879) | private double AdjustExpectedValueBasedOnBound(double value, double ... method GetAnomalyIndex (line 885) | private int[] GetAnomalyIndex(double[] scores) method GetDeanomalyData (line 897) | private void GetDeanomalyData(double[] data, int[] anomalyIdxList) method CalculateInterpolate (line 939) | private double CalculateInterpolate(List> values,... method CalculateExpectedValueByFft (line 953) | private void CalculateExpectedValueByFft(double[] data) method CalculateBoundaryUnit (line 975) | private void CalculateBoundaryUnit(double[] data, bool[] isAnomalies) method MedianFilter (line 1022) | private void MedianFilter(double[] data, int window, bool needTwoEnd... method BisectRight (line 1088) | private int BisectRight(double[] arr, int begin, int end, double tar) method SortedMedian (line 1101) | private double SortedMedian(double[] sortedValues, int begin, int end) method CalculateMargin (line 1113) | private double CalculateMargin(double unit, double sensitivity) method CalculateAnomalyScore (line 1126) | private double CalculateAnomalyScore(double value, double exp, doubl... FILE: src/Microsoft.ML.TimeSeries/SrCnnTransformBase.cs class SrCnnArgumentBase (line 15) | internal abstract class SrCnnArgumentBase class SrCnnTransformBase (line 54) | internal abstract class SrCnnTransformBase : SequentialT... method SrCnnTransformBase (line 69) | private protected SrCnnTransformBase(int windowSize, int initialWindow... method SrCnnTransformBase (line 88) | private protected SrCnnTransformBase(IHostEnvironment env, ModelLoadCo... method SrCnnTransformBase (line 114) | private protected SrCnnTransformBase(SrCnnArgumentBase args, string na... method SaveModel (line 120) | private protected override void SaveModel(ModelSaveContext ctx) method MakeRowMapper (line 141) | internal override IStatefulRowMapper MakeRowMapper(DataViewSchema sche... class Mapper (line 143) | internal sealed class Mapper : IStatefulRowMapper method Mapper (line 152) | public Mapper(IHostEnvironment env, SrCnnTransformBase> dst) => _... method GetDependencies (line 185) | public Func GetDependencies(Func activeOutput) method Save (line 193) | void ICanSaveModel.Save(ModelSaveContext ctx) => _parent.SaveModel(c... method CreateGetters (line 195) | public Delegate[] CreateGetters(DataViewRow input, Func a... method MakeGetter (line 207) | private Delegate MakeGetter(DataViewRow input, SrCnnStateBase state) method CreatePinger (line 223) | public Action CreatePinger(DataViewRow input, Func MakePinger(DataViewRow input, SrCnnSt... method CloneState (line 249) | public void CloneState() method GetTransformer (line 257) | public ITransformer GetTransformer() class SrCnnStateBase (line 263) | internal abstract class SrCnnStateBase : SequentialTransformerBase dst) method TransformCore (line 295) | public sealed override void TransformCore(ref TInput input, FixedSiz... method InitializeStateCore (line 307) | private protected sealed override void InitializeStateCore(bool disk... method LearnStateFromDataCore (line 312) | private protected override void LearnStateFromDataCore(FixedSizeQueu... method SpectralResidual (line 316) | private protected virtual void SpectralResidual(TInput input, FixedS... FILE: src/Microsoft.ML.TimeSeries/SsaAnomalyDetectionBase.cs type ErrorFunction (line 14) | public enum ErrorFunction : byte class ErrorFunctionUtils (line 26) | internal static class ErrorFunctionUtils method SignedDifference (line 31) | public static double SignedDifference(double actual, Double predicted) method AbsoluteDifference (line 36) | public static Double AbsoluteDifference(Double actual, Double predicted) method SignedProportion (line 41) | public static Double SignedProportion(Double actual, Double predicted) method AbsoluteProportion (line 46) | public static Double AbsoluteProportion(Double actual, Double predicted) method SquaredDifference (line 51) | public static Double SquaredDifference(Double actual, Double predicted) method GetErrorFunction (line 57) | public static Func GetErrorFunction(ErrorFunct... class SsaAnomalyDetectionBaseWrapper (line 86) | public class SsaAnomalyDetectionBaseWrapper : IStatefulTransformer, ICan... method Clone (line 98) | IStatefulTransformer IStatefulTransformer.Clone() => InternalTransform... method GetOutputSchema (line 104) | public DataViewSchema GetOutputSchema(DataViewSchema inputSchema) => I... method GetRowToRowMapper (line 113) | IRowToRowMapper ITransformer.GetRowToRowMapper(DataViewSchema inputSch... method GetStatefulRowToRowMapper (line 121) | public IRowToRowMapper GetStatefulRowToRowMapper(DataViewSchema inputS... method Transform (line 128) | public IDataView Transform(IDataView input) => InternalTransform.Trans... method Save (line 133) | void ICanSaveModel.Save(ModelSaveContext ctx) => SaveModel(ctx); method SaveModel (line 135) | private protected virtual void SaveModel(ModelSaveContext ctx) => Inte... method MakeRowMapper (line 140) | internal IStatefulRowMapper MakeRowMapper(DataViewSchema schema) => In... method MakeDataTransform (line 145) | internal IDataTransform MakeDataTransform(IDataView input) => Internal... class SsaOptions (line 150) | internal abstract class SsaOptions : ArgumentsBase method SsaAnomalyDetectionBaseWrapper (line 167) | internal SsaAnomalyDetectionBaseWrapper(SsaOptions options, string nam... method SsaAnomalyDetectionBaseWrapper (line 172) | internal SsaAnomalyDetectionBaseWrapper(IHostEnvironment env, ModelLoa... class SsaAnomalyDetectionBase (line 181) | internal sealed class SsaAnomalyDetectionBase : SequentialAnomalyDetec... method SsaAnomalyDetectionBase (line 191) | public SsaAnomalyDetectionBase(SsaOptions options, string name, IHos... method SsaAnomalyDetectionBase (line 212) | public SsaAnomalyDetectionBase(IHostEnvironment env, ModelLoadContex... method GetOutputSchema (line 245) | public override DataViewSchema GetOutputSchema(DataViewSchema inputS... method SaveModel (line 259) | private protected override void SaveModel(ModelSaveContext ctx) method SaveThis (line 264) | internal void SaveThis(ModelSaveContext ctx) class State (line 294) | internal sealed class State : AnomalyDetectionStateBase method State (line 299) | public State() method State (line 303) | internal State(BinaryReader reader) : base(reader) method Save (line 309) | internal override void Save(BinaryWriter writer) method CloneCore (line 316) | private protected override void CloneCore(State state) method LearnStateFromDataCore (line 330) | private protected override void LearnStateFromDataCore(FixedSizeQu... method InitializeAnomalyDetector (line 335) | private protected override void InitializeAnomalyDetector() method ComputeRawAnomalyScore (line 341) | private protected override double ComputeRawAnomalyScore(ref Singl... method Consume (line 355) | public override void Consume(Single input) => _model.Consume(ref i... FILE: src/Microsoft.ML.TimeSeries/SsaChangePointDetector.cs class SsaChangePointDetector (line 31) | public sealed class SsaChangePointDetector : SsaAnomalyDetectionBaseWrap... class Options (line 38) | internal sealed class Options : TransformInputBase class BaseArguments (line 74) | private sealed class BaseArguments : SsaOptions method BaseArguments (line 76) | public BaseArguments(Options options) method GetVersionInfo (line 93) | private static VersionInfo GetVersionInfo() method SsaChangePointDetector (line 103) | internal SsaChangePointDetector(IHostEnvironment env, Options options,... method Create (line 110) | private static IDataTransform Create(IHostEnvironment env, Options opt... method Clone (line 119) | IStatefulTransformer IStatefulTransformer.Clone() method SsaChangePointDetector (line 128) | internal SsaChangePointDetector(IHostEnvironment env, Options options) method Create (line 149) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Create (line 159) | internal static SsaChangePointDetector Create(IHostEnvironment env, Mo... method SsaChangePointDetector (line 168) | private SsaChangePointDetector(IHostEnvironment env, ModelLoadContext ... method SaveModel (line 180) | private protected override void SaveModel(ModelSaveContext ctx) method Create (line 198) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... class SsaChangePointEstimator (line 230) | public sealed class SsaChangePointEstimator : IEstimator InternalTransform... method GetOutputSchema (line 37) | public DataViewSchema GetOutputSchema(DataViewSchema inputSchema) => I... method GetRowToRowMapper (line 46) | IRowToRowMapper ITransformer.GetRowToRowMapper(DataViewSchema inputSch... method GetStatefulRowToRowMapper (line 54) | public IRowToRowMapper GetStatefulRowToRowMapper(DataViewSchema inputS... method Transform (line 61) | public IDataView Transform(IDataView input) => InternalTransform.Trans... method Save (line 66) | void ICanSaveModel.Save(ModelSaveContext ctx) => SaveModel(ctx); method SaveModel (line 68) | private protected virtual void SaveModel(ModelSaveContext ctx) => Inte... method MakeRowMapper (line 73) | internal IStatefulRowMapper MakeRowMapper(DataViewSchema schema) => In... method MakeDataTransform (line 78) | internal IDataTransform MakeDataTransform(IDataView input) => Internal... class SsaForecastingOptions (line 83) | internal abstract class SsaForecastingOptions : ForecastingArgumentsBase method SsaForecastingBaseWrapper (line 107) | internal SsaForecastingBaseWrapper(SsaForecastingOptions options, stri... method SsaForecastingBaseWrapper (line 112) | internal SsaForecastingBaseWrapper(IHostEnvironment env, ModelLoadCont... class SsaForecastingBase (line 121) | internal sealed class SsaForecastingBase : SequentialForecastingTransf... method SsaForecastingBase (line 129) | public SsaForecastingBase(SsaForecastingOptions options, string name... method SsaForecastingBase (line 147) | public SsaForecastingBase(IHostEnvironment env, ModelLoadContext ctx... method GetOutputSchema (line 169) | public override DataViewSchema GetOutputSchema(DataViewSchema inputS... method SaveModel (line 183) | private protected override void SaveModel(ModelSaveContext ctx) method SaveThis (line 188) | internal void SaveThis(ModelSaveContext ctx) class State (line 212) | internal sealed class State : ForecastingStateBase method State (line 217) | public State() method State (line 221) | internal State(BinaryReader reader) : base(reader) method Save (line 227) | internal override void Save(BinaryWriter writer) method CloneCore (line 234) | private protected override void CloneCore(State state) method LearnStateFromDataCore (line 248) | private protected override void LearnStateFromDataCore(FixedSizeQu... method InitializeForecaster (line 253) | private protected override void InitializeForecaster() method TransformCore (line 259) | public override void TransformCore(ref float input, FixedSizeQueue... method TransformCore (line 270) | private protected override void TransformCore(ref float input, Fix... method Forecast (line 286) | public override void Forecast(ref VBuffer dst) method ConfidenceIntervalLowerBound (line 292) | public override void ConfidenceIntervalLowerBound(ref VBuffer _model.Consume(ref i... FILE: src/Microsoft.ML.TimeSeries/SsaSpikeDetector.cs class SsaSpikeDetector (line 30) | public sealed class SsaSpikeDetector : SsaAnomalyDetectionBaseWrapper, I... class Options (line 37) | internal sealed class Options : TransformInputBase class BaseArguments (line 70) | private sealed class BaseArguments : SsaOptions method BaseArguments (line 72) | public BaseArguments(Options options) method GetVersionInfo (line 89) | private static VersionInfo GetVersionInfo() method SsaSpikeDetector (line 100) | internal SsaSpikeDetector(IHostEnvironment env, Options options, IData... method Create (line 107) | private static IDataTransform Create(IHostEnvironment env, Options opt... method SsaSpikeDetector (line 116) | internal SsaSpikeDetector(IHostEnvironment env, Options options) method Create (line 123) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Clone (line 132) | IStatefulTransformer IStatefulTransformer.Clone() method Create (line 142) | internal static SsaSpikeDetector Create(IHostEnvironment env, ModelLoa... method SsaSpikeDetector (line 151) | private SsaSpikeDetector(IHostEnvironment env, ModelLoadContext ctx) method SaveModel (line 162) | private protected override void SaveModel(ModelSaveContext ctx) method Create (line 179) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... class SsaSpikeEstimator (line 211) | public sealed class SsaSpikeEstimator : IEstimator method SsaSpikeEstimator (line 229) | internal SsaSpikeEstimator(IHostEnvironment env, method SsaSpikeEstimator (line 252) | internal SsaSpikeEstimator(IHostEnvironment env, SsaSpikeDetector.Opti... method Fit (line 266) | public SsaSpikeDetector Fit(IDataView input) method GetOutputSchema (line 276) | public SchemaShape GetOutputSchema(SchemaShape inputSchema) FILE: src/Microsoft.ML.TimeSeries/TimeSeriesProcessing.cs class TimeSeriesProcessingEntryPoints (line 16) | internal static class TimeSeriesProcessingEntryPoints method ExponentialAverage (line 18) | [TlcModule.EntryPoint(Desc = ExponentialAverageTransform.Summary, User... method IidChangePointDetector (line 30) | [TlcModule.EntryPoint(Desc = TimeSeries.IidChangePointDetector.Summary, method IidSpikeDetector (line 44) | [TlcModule.EntryPoint(Desc = TimeSeries.IidSpikeDetector.Summary, method PercentileThresholdTransform (line 58) | [TlcModule.EntryPoint(Desc = TimeSeries.PercentileThresholdTransform.S... method PValueTransform (line 72) | [TlcModule.EntryPoint(Desc = TimeSeries.PValueTransform.Summary, method SlidingWindowTransform (line 86) | [TlcModule.EntryPoint(Desc = TimeSeries.SlidingWindowTransform.Summary, method SsaChangePointDetector (line 100) | [TlcModule.EntryPoint(Desc = TimeSeries.SsaChangePointDetector.Summary, method SsaSpikeDetector (line 114) | [TlcModule.EntryPoint(Desc = TimeSeries.SsaSpikeDetector.Summary, method SsaForecasting (line 128) | [TlcModule.EntryPoint(Desc = TimeSeries.SsaForecastingTransformer.Summ... FILE: src/Microsoft.ML.TimeSeries/TimeSeriesUtils.cs class TimeSeriesUtils (line 12) | internal static class TimeSeriesUtils method SerializeFixedSizeQueue (line 14) | internal static void SerializeFixedSizeQueue(FixedSizeQueue qu... method DeserializeFixedSizeQueueSingle (line 26) | internal static FixedSizeQueue DeserializeFixedSizeQueueSingle... method SerializeFixedSizeQueue (line 43) | internal static void SerializeFixedSizeQueue(FixedSizeQueue qu... method DeserializeFixedSizeQueueDouble (line 55) | internal static FixedSizeQueue DeserializeFixedSizeQueueDouble... FILE: src/Microsoft.ML.TimeSeries/TrajectoryMatrix.cs class TrajectoryMatrix (line 31) | internal sealed class TrajectoryMatrix method ComputeBoundaryIndices (line 68) | private void ComputeBoundaryIndices(int start, int end, out int us, ou... method TrajectoryMatrix (line 113) | public TrajectoryMatrix(IExceptionContext ectx, Single[] data, int win... method SetSeries (line 135) | public void SetSeries(Single[] data) method RoundUpToReal (line 154) | private static Single RoundUpToReal(Double re, Double im, Double coeff... method CacheInputSeriesFft (line 159) | private void CacheInputSeriesFft() method ComputeUnnormalizedTrajectoryCovarianceMat (line 190) | public void ComputeUnnormalizedTrajectoryCovarianceMat(Single[] cov) method ComputeSvd (line 223) | public bool ComputeSvd(out Single[] singularValues, out Single[] leftS... method NaiveMultiply (line 262) | private void NaiveMultiply(Single[] vector, Single[] result, bool add ... method FftMultiply (line 292) | private void FftMultiply(Single[] vector, Single[] result, bool add = ... method Multiply (line 350) | public void Multiply(Single[] vector, Single[] result, bool add = fals... method NaiveMultiplyTranspose (line 366) | private void NaiveMultiplyTranspose(Single[] vector, Single[] result, ... method FftMultiplyTranspose (line 396) | private void FftMultiplyTranspose(Single[] vector, Single[] result, bo... method MultiplyTranspose (line 454) | public void MultiplyTranspose(Single[] vector, Single[] result, bool a... method NaiveRankOneHankelization (line 475) | private void NaiveRankOneHankelization(Single[] u, Single[] v, Single ... method FftRankOneHankelization (line 547) | private void FftRankOneHankelization(Single[] u, Single[] v, Single si... method RankOneHankelization (line 658) | public void RankOneHankelization(Single[] u, Single[] v, Single sigma,... FILE: src/Microsoft.ML.Tokenizers.Data.Cl100kBase/Cl100kBaseTokenizerData.cs class Cl100kBaseTokenizerData (line 10) | internal sealed class Cl100kBaseTokenizerData FILE: src/Microsoft.ML.Tokenizers.Data.Gpt2/Gpt2TokenizerData.cs class Gpt2TokenizerData (line 10) | internal sealed class Gpt2TokenizerData FILE: src/Microsoft.ML.Tokenizers.Data.O200kBase/O200kBaseTokenizerData.cs class O200kBaseTokenizerData (line 10) | internal sealed class O200kBaseTokenizerData FILE: src/Microsoft.ML.Tokenizers.Data.P50kBase/P50kBaseTokenizerData.cs class P50kBaseTokenizerData (line 10) | internal sealed class P50kBaseTokenizerData FILE: src/Microsoft.ML.Tokenizers.Data.R50kBase/R50kBaseTokenizerData.cs class R50kBaseTokenizerData (line 12) | [EditorBrowsable(EditorBrowsableState.Never)] FILE: src/Microsoft.ML.Tokenizers/EncodeResults.cs type EncodeResults (line 13) | public struct EncodeResults FILE: src/Microsoft.ML.Tokenizers/EncodeSettings.cs type EncodeSettings (line 10) | public struct EncodeSettings method EncodeSettings (line 15) | public EncodeSettings() { MaxTokenCount = int.MaxValue; } FILE: src/Microsoft.ML.Tokenizers/EncodedToken.cs type EncodedToken (line 13) | public readonly struct EncodedToken : IEquatable method EncodedToken (line 36) | public EncodedToken(int id, string value, Range offset) method Equals (line 44) | public bool Equals(EncodedToken other) => Id == other.Id && Value == o... FILE: src/Microsoft.ML.Tokenizers/Model/BPETokenizer.cs class BpeTokenizer (line 23) | public sealed class BpeTokenizer : Tokenizer method Create (line 93) | public static BpeTokenizer Create(string vocabFile, string? mergesFile) method Create (line 111) | public static BpeTokenizer Create( method Create (line 140) | public static BpeTokenizer Create(BpeOptions options) method Create (line 208) | public static BpeTokenizer Create(Stream vocabStream, Stream? mergesSt... method Create (line 226) | public static BpeTokenizer Create( method CreateAsync (line 262) | public static async Task CreateAsync( method BpeTokenizer (line 298) | private BpeTokenizer( method EncodeToTokens (line 436) | protected override EncodeResults EncodeToTokens(string? ... method EncodeToIds (line 489) | protected override EncodeResults EncodeToIds(string? text, ReadOn... method CountTokens (line 556) | protected override int CountTokens(string? text, ReadOnlySpan te... method GetIndexByTokenCount (line 626) | protected override int GetIndexByTokenCount(string? text, ReadOnlySpan... method CountTokens (line 637) | private int CountTokens(string? text, ReadOnlySpan textSpan, boo... method LastIndexOf (line 690) | private int LastIndexOf(string? text, ReadOnlySpan textSpan, int... method MapTokenToId (line 746) | private int? MapTokenToId(ReadOnlySpan token) => _vocab.TryGetVa... method MapIdToToken (line 753) | private string? MapIdToToken(int id) method Decode (line 773) | public override string Decode(IEnumerable ids) => Decode(ids, con... method Decode (line 781) | public string Decode(IEnumerable ids, bool considerSpecialTokens) method DecodeByteLevel (line 837) | private string DecodeByteLevel(IEnumerable ids, bool considerSpec... method Decode (line 887) | public override OperationStatus Decode(IEnumerable ids, Span ids, Span destina... method DecodeByteLevel (line 980) | private OperationStatus DecodeByteLevel(IEnumerable ids, Span... method ConvertMergesToHashmapAsync (line 1134) | internal static async ValueTask> ConvertMergesTo... method CharToString (line 1177) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method MergeWord (line 1190) | internal Word MergeWord(ReadOnlySpan w, ref PriorityQueue... method WordToTokens (line 1305) | internal void WordToTokens(ref Word word, List tokens, i... method EncodeWithCache (line 1307) | internal void EncodeWithCache(ReadOnlySpan text, List? accumulatedIds, out ... method WordToIdsFromEnd (line 1395) | internal int WordToIdsFromEnd(ref Word word, IList? accumulatedId... method EncodeToIdsWithCache (line 1416) | private int EncodeToIdsWithCache(ReadOnlySpan text, List? a... method EncodeToIdsFromEndWithCache (line 1496) | internal int EncodeToIdsFromEndWithCache(ReadOnlySpan text, ILis... FILE: src/Microsoft.ML.Tokenizers/Model/BertOptions.cs class BertOptions (line 10) | public sealed class BertOptions : WordPieceOptions FILE: src/Microsoft.ML.Tokenizers/Model/BertTokenizer.cs class BertTokenizer (line 25) | public sealed partial class BertTokenizer : WordPieceTokenizer method BertTokenizer (line 27) | internal BertTokenizer( method EncodeToIds (line 141) | public new IReadOnlyList EncodeToIds(string text, bool considerPr... method EncodeToIds (line 151) | public new IReadOnlyList EncodeToIds(ReadOnlySpan text, boo... method EncodeToIds (line 162) | public IReadOnlyList EncodeToIds(string text, bool addSpecialToke... method EncodeToIds (line 173) | public IReadOnlyList EncodeToIds(ReadOnlySpan text, bool ad... method EncodeToIds (line 186) | public new IReadOnlyList EncodeToIds(string text, int maxTokenCou... method EncodeToIds (line 199) | public new IReadOnlyList EncodeToIds(ReadOnlySpan text, int... method EncodeToIds (line 213) | public IReadOnlyList EncodeToIds(string text, int maxTokenCount, ... method EncodeToIds (line 227) | public IReadOnlyList EncodeToIds(ReadOnlySpan text, int max... method EncodeToIds (line 230) | private IReadOnlyList EncodeToIds(string? text, ReadOnlySpan EncodeToIds(string? text, ReadOnlySpan BuildInputsWithSpecialTokens(IEnumerable t... method GetSpecialTokensMask (line 402) | public IReadOnlyList GetSpecialTokensMask(IEnumerable tokenI... method GetSpecialTokensMask (line 466) | public OperationStatus GetSpecialTokensMask(IEnumerable tokenIds,... method CreateTokenTypeIdsFromSequences (line 558) | public IReadOnlyList CreateTokenTypeIdsFromSequences(IEnumerable<... method CreateTokenTypeIdsFromSequences (line 602) | public OperationStatus CreateTokenTypeIdsFromSequences(IEnumerable CreateAsync( method CreateAsync (line 717) | public static async Task CreateAsync( method Create (line 734) | private static BertTokenizer Create(Stream vocabStream, BertOptions? o... method Create (line 756) | private static BertTokenizer Create( method AddSpecialToken (line 814) | private static void AddSpecialToken(Dictionary> vocabulary) method BpeOptions (line 37) | public BpeOptions(string vocabFile, string? mergesFile = null) FILE: src/Microsoft.ML.Tokenizers/Model/Cache.cs class Cache (line 10) | internal sealed class Cache where TKey : notnull where TVa... method Cache (line 16) | internal Cache() : this(BpeTokenizer.DefaultCacheCapacity) { } method Cache (line 18) | internal Cache(int capacity) method TryGetValue (line 24) | internal bool TryGetValue(TKey key, out TValue value) method GetOrAdd (line 32) | internal TValue GetOrAdd(TKey key, TValue value) method Set (line 46) | internal void Set(TKey key, TValue value) FILE: src/Microsoft.ML.Tokenizers/Model/CodeGenTokenizer.cs class CodeGenTokenizer (line 23) | public class CodeGenTokenizer : Tokenizer method CodeGenTokenizer (line 55) | internal CodeGenTokenizer( method CodeGenTokenizer (line 87) | internal CodeGenTokenizer( method CodeGenTokenizer (line 103) | private CodeGenTokenizer(Stream vocabularyStream, Stream mergeStream, ... method EncodeToTokens (line 288) | protected override EncodeResults EncodeToTokens(string? ... method EncodeToTokens (line 302) | public IReadOnlyList EncodeToTokens(string text, bool ad... method EncodeToTokens (line 320) | public IReadOnlyList EncodeToTokens(ReadOnlySpan t... method EncodeToTokens (line 327) | private EncodeResults EncodeToTokens(string? text, scope... method EncodeInternal (line 425) | private void EncodeInternal(string? text, scoped ReadOnlySpan te... method EncodeToIds (line 491) | protected override EncodeResults EncodeToIds(string? text, ReadOn... method EncodeToIds (line 512) | public IReadOnlyList EncodeToIds(string text, bool addPrefixSpace... method EncodeToIds (line 527) | public IReadOnlyList EncodeToIds(ReadOnlySpan text, bool ad... method EncodeToIds (line 545) | public IReadOnlyList EncodeToIds(string text, int maxTokenCount, ... method EncodeToIds (line 563) | public IReadOnlyList EncodeToIds(ReadOnlySpan text, int max... method EncodeToIds (line 568) | private IReadOnlyList EncodeToIds( method CountTokens (line 674) | protected override int CountTokens(string? text, ReadOnlySpan te... method CountTokens (line 687) | public int CountTokens(string text, bool addPrefixSpace, bool addBegin... method CountTokens (line 700) | public int CountTokens(ReadOnlySpan text, bool addPrefixSpace, b... method GetIndexByTokenCount (line 719) | protected override int GetIndexByTokenCount(string? text, ReadOnlySpan... method GetIndexByTokenCount (line 748) | public int GetIndexByTokenCount(string text, int maxTokenCount, bool a... method GetIndexByTokenCount (line 771) | public int GetIndexByTokenCount( method CountTokens (line 786) | private int CountTokens( method GetIndexByTokenCountFromEnd (line 899) | public int GetIndexByTokenCountFromEnd(string text, int maxTokenCount,... method GetIndexByTokenCountFromEnd (line 921) | public int GetIndexByTokenCountFromEnd(ReadOnlySpan text, int ma... method LastIndexOf (line 924) | private int LastIndexOf( method EncodeToIdsResult (line 1013) | private int EncodeToIdsResult(List tokens, IList? a... method EncodeToIdsFromEndResult (line 1069) | private int EncodeToIdsFromEndResult(List tokens, IList<... method EncodeToIdsInternal (line 1104) | private int EncodeToIdsInternal(string? text, scoped ReadOnlySpan ids) => Decode(ids, has... method Decode (line 1246) | public string Decode(IEnumerable ids, bool hasPrefixSpace, bool c... method Decode (line 1331) | public override OperationStatus Decode(IEnumerable ids, Span ids, Span destina... method MapIdToToken (line 1532) | private string? MapIdToToken(int id) method MapTokenToId (line 1552) | private int? MapTokenToId(ReadOnlySpan token) method AppendTokenWithOffsetAdjusting (line 1571) | private static void AppendTokenWithOffsetAdjusting(IReadOnlyList EncodeToTokens(Span text, Span m... method GetVocabulary (line 1747) | private static Dictionary GetVoca... method GetMergeRanks (line 1767) | internal static Dictionary GetMergeRank... type SymbolPair (line 1802) | private struct SymbolPair : IEquatable, IComparable Left == other.Left && Score ... type BpeSymbol (line 1840) | private record struct BpeSymbol(int prev, int next, (int Index, int Le... method Create (line 1859) | public static CodeGenTokenizer Create( FILE: src/Microsoft.ML.Tokenizers/Model/EnglishRobertaTokenizer.cs class EnglishRobertaTokenizer (line 20) | public sealed class EnglishRobertaTokenizer : Tokenizer method Create (line 45) | public static EnglishRobertaTokenizer Create( method Create (line 63) | public static EnglishRobertaTokenizer Create( method Create (line 81) | public static EnglishRobertaTokenizer Create( method Create (line 100) | public static EnglishRobertaTokenizer Create( method EnglishRobertaTokenizer (line 118) | internal EnglishRobertaTokenizer(string vocabularyPath, string mergePa... method EnglishRobertaTokenizer (line 135) | internal EnglishRobertaTokenizer(Stream vocabularyStream, Stream merge... method EnglishRobertaTokenizer (line 140) | private EnglishRobertaTokenizer(Stream vocabularyStream, Stream mergeS... method GetVocabulary (line 179) | private static Dictionary GetVocabulary(Str... method GetMergeRanks (line 199) | private static Cache<(string, string), int> GetMergeRanks(Stream merge... method GetVocab (line 234) | private Dictionary GetVocab() method MapIdToToken (line 276) | private string? MapIdToToken(int id) method EncodeToTokens (line 314) | protected override EncodeResults EncodeToTokens(string? ... method EncodeInternal (line 356) | private IReadOnlyList EncodeInternal(ReadOnlySpan ... method EncodeToIds (line 407) | protected override EncodeResults EncodeToIds(string? text, ReadOn... method EncodeToIds (line 410) | private EncodeResults EncodeToIds(string? text, ReadOnlySpan te... method GetIndexByTokenCount (line 484) | protected override int GetIndexByTokenCount(string? text, ReadOnlySpan... method CountTokens (line 495) | private int CountTokens(string? text, ReadOnlySpan textSpan, boo... method LastIndexOf (line 542) | private int LastIndexOf(string? text, ReadOnlySpan textSpan, int... method EncodeToIdsResult (line 588) | private int EncodeToIdsResult(List tokens, IList? a... method EncodeToIdsFromEndResult (line 625) | private int EncodeToIdsFromEndResult(List tokens, IList<... method EncodeToIdsInternal (line 662) | private int EncodeToIdsInternal(ReadOnlySpan text, IList? a... method EncodeToIdsFromEndInternal (line 707) | private int EncodeToIdsFromEndInternal(ReadOnlySpan text, IList<... method MapTokenToId (line 757) | private int? MapTokenToId(ReadOnlySpan token) => _vocab.TryGetVa... method Decode (line 764) | public override string Decode(IEnumerable ids) method Decode (line 792) | public override OperationStatus Decode(IEnumerable ids, Span ConvertIdsToOccurrenceRanks(IReadOnlyList ConvertIdsToOccurrenceValues(IReadOnlyList ConvertOccurrenceRanksToIds(IReadOnlyList _vocabIdToHighestO... method ModifyTokenListOffsets (line 911) | private IReadOnlyList ModifyTokenListOffsets(IReadOnlyLi... method GetHighestOccurrenceMapping (line 942) | private static HighestOccurrenceMapping GetHighestOccurrenceMapping(St... method EncodeToTokens (line 948) | private List EncodeToTokens(Span token, Span ... method WordToPairs (line 1061) | private static void WordToPairs(IReadOnlyList word, HashSet<(s... method IsSupportedChar (line 1083) | public bool IsSupportedChar(char ch) => ByteToUnicodeEncoding.Instance... class HighestOccurrenceMapping (line 1089) | internal sealed class HighestOccurrenceMapping method HighestOccurrenceMapping (line 1111) | public HighestOccurrenceMapping(string pad = "", string eos = "") method Equals (line 1219) | public bool Equals(HighestOccurrenceMapping other) => _idToIndex.Seque... method Contains (line 1221) | public bool Contains(string symbol) => symbol != null && _stringSymbol... method Contains (line 1223) | public bool Contains(int id) => _idToIndex.ContainsKey(id); method IndexOf (line 1226) | public int IndexOf(int id) => _idToIndex.ContainsKey(id) ? _idToIndex[... method Load (line 1236) | public static HighestOccurrenceMapping Load(Stream stream) method AddFromStream (line 1246) | public void AddFromStream(Stream stream) FILE: src/Microsoft.ML.Tokenizers/Model/LlamaTokenizer.cs class LlamaTokenizer (line 17) | public sealed class LlamaTokenizer : SentencePieceTokenizer method LlamaTokenizer (line 19) | internal LlamaTokenizer(ModelProto modelProto, bool addBos, bool addEo... method Create (line 34) | public static new LlamaTokenizer Create( FILE: src/Microsoft.ML.Tokenizers/Model/Merge.cs type Merge (line 12) | internal struct Merge : IEquatable, IComparable method Merge (line 14) | public Merge(int pos, int rank, int newId) method CompareTo (line 25) | public int CompareTo(Merge other) method GetHashCode (line 35) | public override int GetHashCode() method Equals (line 43) | public bool Equals(Merge other) => Pos == other.Pos && Rank == other.R... FILE: src/Microsoft.ML.Tokenizers/Model/Pair.cs type Pair (line 11) | internal struct Pair : IEquatable>, IComparable> wher... method Create (line 16) | public static Pair Create(T first, T second) => new Pair(first, ... method Pair (line 18) | public Pair(T first, T second) method Equals (line 24) | public bool Equals(Pair other) => First.Equals(other.First) && Seco... method GetHashCode (line 26) | public override int GetHashCode() method CompareTo (line 35) | public int CompareTo(Pair other) FILE: src/Microsoft.ML.Tokenizers/Model/Phi2Tokenizer.cs class Phi2Tokenizer (line 15) | public sealed class Phi2Tokenizer : CodeGenTokenizer method Phi2Tokenizer (line 34) | internal Phi2Tokenizer( method Phi2Tokenizer (line 65) | internal Phi2Tokenizer( method Create (line 99) | public static new Phi2Tokenizer Create( FILE: src/Microsoft.ML.Tokenizers/Model/SentencePieceBaseModel.cs class SentencePieceBaseModel (line 16) | internal abstract class SentencePieceBaseModel method SentencePieceBaseModel (line 18) | internal SentencePieceBaseModel(ModelProto modelProto, bool addBos = f... method EncodeToTokens (line 104) | public abstract IReadOnlyList EncodeToTokens( method EncodeToIds (line 112) | public abstract IReadOnlyList EncodeToIds( method CountTokens (line 122) | public abstract int CountTokens( method GetIndexByTokenCountFromEnd (line 132) | public abstract int GetIndexByTokenCountFromEnd( method TryMapIdToToken (line 142) | public abstract bool TryMapIdToToken(int id, out string? token); method Decode (line 146) | public virtual string Decode(IEnumerable ids, bool considerSpecia... method Decode (line 368) | public virtual OperationStatus Decode(IEnumerable ids, Span... FILE: src/Microsoft.ML.Tokenizers/Model/SentencePieceBpeModel.cs class SentencePieceBpeModel (line 19) | internal sealed class SentencePieceBpeModel : SentencePieceBaseModel method SentencePieceBpeModel (line 26) | internal SentencePieceBpeModel(ModelProto modelProto, bool addBos, boo... method TryMapIdToToken (line 65) | public override bool TryMapIdToToken(int id, out string? token) => _vo... method EncodeToTokens (line 67) | public override IReadOnlyList EncodeToTokens(string? tex... method EncodeWithSpecialTokens (line 105) | private void EncodeWithSpecialTokens(ReadOnlySpan text, bool add... method EncodeInternal (line 150) | private void EncodeInternal(ReadOnlySpan text, bool addBeginOfSe... method EncodeToIds (line 281) | public override IReadOnlyList EncodeToIds(string? text, ReadOnlyS... method EncodeToIds (line 310) | private IReadOnlyList EncodeToIds(ReadOnlySpan text, bool a... method EncodeToIdsWithAddedToken (line 357) | private int EncodeToIdsWithAddedToken(ReadOnlySpan text, bool ad... method EncodeToIds (line 419) | private int EncodeToIds(ReadOnlySpan text, bool addBeginOfSenten... method CountTokens (line 594) | public override int CountTokens( method CountTokensWithSpecialTokens (line 635) | private int CountTokensWithSpecialTokens(ReadOnlySpan text, bool... method CountTokens (line 693) | private int CountTokens(ReadOnlySpan text, bool addBeginOfSenten... method GetIndexByTokenCountFromEnd (line 852) | public override int GetIndexByTokenCountFromEnd(string? text, ReadOnly... method CountTokensFromEndWithSpecialTokens (line 893) | private int CountTokensFromEndWithSpecialTokens(ReadOnlySpan tex... method CountTokensFromEnd (line 962) | private int CountTokensFromEnd(ReadOnlySpan text, bool addBeginO... method Encode (line 1129) | private Dictionary<(int Index, int Len), (int LeftIndex, int LeftLen, ... method GetTokenString (line 1217) | private string GetTokenString(int id, int index, int length, ReadOnlyS... type SymbolPair (line 1220) | private struct SymbolPair : IEquatable, IComparable Left == other.Left && Score ... type BpeSymbol (line 1258) | private record struct BpeSymbol(int prev, int next, (int Index, int Le... FILE: src/Microsoft.ML.Tokenizers/Model/SentencePieceTokenizer.cs class SentencePieceTokenizer (line 19) | public class SentencePieceTokenizer : Tokenizer method SentencePieceTokenizer (line 23) | internal SentencePieceTokenizer(ModelProto modelProto, bool addBos, bo... method EncodeToTokens (line 119) | protected override EncodeResults EncodeToTokens(string? ... method EncodeToTokens (line 139) | public IReadOnlyList EncodeToTokens(string text, out str... method EncodeToTokens (line 152) | public IReadOnlyList EncodeToTokens(ReadOnlySpan t... method EncodeToIds (line 163) | protected override EncodeResults EncodeToIds(string? text, ReadOn... method EncodeToIds (line 182) | public IReadOnlyList EncodeToIds(string text, bool addBeginningOf... method EncodeToIds (line 194) | public IReadOnlyList EncodeToIds(ReadOnlySpan text, bool ad... method EncodeToIds (line 209) | public IReadOnlyList EncodeToIds(string text, bool addBeginningOf... method EncodeToIds (line 224) | public IReadOnlyList EncodeToIds(ReadOnlySpan text, bool ad... method CountTokens (line 234) | protected override int CountTokens(string? text, ReadOnlySpan te... method CountTokens (line 246) | public int CountTokens(string text, bool addBeginningOfSentence, bool ... method CountTokens (line 258) | public int CountTokens(ReadOnlySpan text, bool addBeginningOfSen... method CountTokens (line 273) | public int CountTokens(string text, bool addBeginningOfSentence, bool ... method CountTokens (line 288) | public int CountTokens(ReadOnlySpan text, bool addBeginningOfSen... method GetIndexByTokenCount (line 307) | protected override int GetIndexByTokenCount(string? text, ReadOnlySpan... method GetIndexByTokenCount (line 334) | public int GetIndexByTokenCount(string text, bool addBeginningOfSenten... method GetIndexByTokenCount (line 356) | public int GetIndexByTokenCount(ReadOnlySpan text, bool addBegin... method GetIndexByTokenCountFromEnd (line 376) | public int GetIndexByTokenCountFromEnd(string text, bool addBeginningO... method GetIndexByTokenCountFromEnd (line 393) | public int GetIndexByTokenCountFromEnd(ReadOnlySpan text, bool a... method Decode (line 401) | public override string Decode(IEnumerable ids) => _model.Decode(i... method Decode (line 409) | public string Decode(IEnumerable ids, bool considerSpecialTokens)... method Decode (line 419) | public override OperationStatus Decode(IEnumerable ids, Span ids, Span destina... method Create (line 445) | public static SentencePieceTokenizer Create( FILE: src/Microsoft.ML.Tokenizers/Model/SentencePieceUnigramModel.cs class SentencePieceUnigramModel (line 18) | internal sealed class SentencePieceUnigramModel : SentencePieceBaseModel method SentencePieceUnigramModel (line 27) | public SentencePieceUnigramModel(ModelProto modelProto, bool addBos, b... method EncodeToTokens (line 100) | public override IReadOnlyList EncodeToTokens(string? tex... method TryMapIdToToken (line 132) | public override bool TryMapIdToToken(int id, out string? token) method StoreNormalizedTextFromEnd (line 144) | private void StoreNormalizedTextFromEnd(ReadOnlySpan text, ref c... method StoreNormalizedTextFromEnd (line 159) | private void StoreNormalizedTextFromEnd(ReadOnlySpan utf8Bytes, ... method StoreNormalizedText (line 179) | private void StoreNormalizedText(ReadOnlySpan text, ref char[] n... method StoreNormalizedText (line 193) | private void StoreNormalizedText(ReadOnlySpan normalizationSpan,... method EncodeToTokensWithSpecialTokens (line 207) | private void EncodeToTokensWithSpecialTokens( method EncodeToTokensWithoutSpecialTokens (line 259) | private void EncodeToTokensWithoutSpecialTokens( method NormalizeText (line 287) | private void NormalizeText( method EncodeToTokensInternal (line 326) | private void EncodeToTokensInternal( method FallbackToByteEncoding (line 412) | private void FallbackToByteEncoding(ReadOnlySpan normalizationSp... type BestPathNode (line 452) | private struct BestPathNode method BestPathNode (line 454) | public BestPathNode() method Encode (line 471) | private void Encode(ReadOnlySpan normalized, Span ... method EncodeToIds (line 551) | public override IReadOnlyList EncodeToIds( method StoreNormalizedText (line 613) | private void StoreNormalizedText(ReadOnlySpan text, bool conside... method EncodeToIdsWithSpecialTokens (line 632) | private void EncodeToIdsWithSpecialTokens( method EncodeToIdsWithoutSpecialTokens (line 704) | private void EncodeToIdsWithoutSpecialTokens( method FallbackToByteEncoding (line 726) | private void FallbackToByteEncoding(List ids, ReadOnlySpan ... method EncodeToIdsInternal (line 760) | private void EncodeToIdsInternal( method CountTokens (line 940) | public override int CountTokens( method CountTokensWithSpecialTokens (line 1003) | private void CountTokensWithSpecialTokens( method CountTokensWithoutSpecialTokens (line 1074) | private void CountTokensWithoutSpecialTokens( method CountTokensInternal (line 1096) | private void CountTokensInternal( method GetIndexByTokenCountFromEnd (line 1210) | public override int GetIndexByTokenCountFromEnd( method GetIndexByTokenCountFromEndWithSpecialTokens (line 1267) | private void GetIndexByTokenCountFromEndWithSpecialTokens( method GetIndexByTokenCountFromEndWithoutSpecialTokens (line 1329) | private void GetIndexByTokenCountFromEndWithoutSpecialTokens( method GetIndexByTokenCountFromEndInternal (line 1347) | private void GetIndexByTokenCountFromEndInternal( FILE: src/Microsoft.ML.Tokenizers/Model/Symbol.cs type Symbol (line 11) | internal struct Symbol method Symbol (line 18) | public Symbol(int c, int prev, int next, int len) method MergeWith (line 29) | internal void MergeWith(ref Symbol other, int c) FILE: src/Microsoft.ML.Tokenizers/Model/TiktokenTokenizer.cs class TiktokenTokenizer (line 25) | public sealed partial class TiktokenTokenizer : Tokenizer method TiktokenTokenizer (line 46) | internal TiktokenTokenizer(string vocabFilePath, PreTokenizer? preToke... method TiktokenTokenizer (line 61) | internal TiktokenTokenizer(Stream vocabStream, PreTokenizer? preTokeni... method TiktokenTokenizer (line 76) | internal TiktokenTokenizer( method TiktokenTokenizer (line 102) | private TiktokenTokenizer(Stream vocabStream, PreTokenizer? preTokeniz... method CacheSpecialTokensEncoding (line 134) | private void CacheSpecialTokensEncoding(IReadOnlyDictionary, int>... method EncodeToTokens (line 258) | protected override EncodeResults EncodeToTokens(string? ... method EncodeToTokens (line 299) | private void EncodeToTokens(ReadOnlySpan text, List EncodeToIds(string? text, ReadOn... method EncodeToIds (line 418) | private int EncodeToIds(ReadOnlySpan text, IList accumulate... method EncodeToIdsResult (line 464) | private int EncodeToIdsResult((int Id, int TokenIndex, int TokenLength... method CountTokens (line 528) | protected override int CountTokens(string? text, ReadOnlySpan te... method CountTokens (line 531) | private int CountTokens(string? text, ReadOnlySpan textSpan, boo... method CountTokens (line 584) | private int CountTokens(ReadOnlySpan text, out int charsConsumed... method GetIndexByTokenCount (line 646) | protected override int GetIndexByTokenCount(string? text, ReadOnlySpan... method LastIndexOf (line 657) | private int LastIndexOf(string? text, ReadOnlySpan textSpan, int... method CountTokensFromEnd (line 710) | private int CountTokensFromEnd(ReadOnlySpan text, out int textIn... method EncodeToIdsFromEndResult (line 755) | private int EncodeToIdsFromEndResult((int Id, int TokenIndex, int Toke... method Decode (line 795) | public override string Decode(IEnumerable ids) method Decode (line 860) | public override OperationStatus Decode(IEnumerable ids, Span CreateHarmonyEncodingSpecialTok... method GetTiktokenConfigurations (line 1197) | private static (Dictionary SpecialTokens, Regex Regex, st... method GetTiktokenConfigurations (line 1199) | private static (Dictionary SpecialTokens, Regex Regex, st... method Cl100kBaseRegex (line 1268) | [GeneratedRegex(Cl100kBaseRegexPattern, RegexOptions.None, PreTokenize... method P50kBaseRegex (line 1271) | [GeneratedRegex(P50kBaseRegexPattern, RegexOptions.None, PreTokenizer.... method O200kBaseRegex (line 1274) | [GeneratedRegex(O200kBaseRegexPattern, RegexOptions.None, PreTokenizer... method Cl100kBaseRegex (line 1278) | private static Regex Cl100kBaseRegex() => _cl100kBaseRegex ??= new Reg... method P50kBaseRegex (line 1281) | internal static Regex P50kBaseRegex() => _p50kBaseRegex ??= new Regex(... method O200kBaseRegex (line 1284) | internal static Regex O200kBaseRegex() => _o200kBaseRegex ??= new Rege... method CreateForModel (line 1293) | private static TiktokenTokenizer CreateForModel( method Create (line 1348) | public static TiktokenTokenizer Create( method Create (line 1368) | public static TiktokenTokenizer Create( method CreateAsync (line 1389) | public static async Task CreateAsync( method CreateAsync (line 1421) | public static async Task CreateAsync( method CreateForModel (line 1447) | public static TiktokenTokenizer CreateForModel( method CreateForModelAsync (line 1486) | public static async Task CreateForModelAsync( method CreateForModel (line 1523) | public static TiktokenTokenizer CreateForModel(string modelName, IRead... method CreateForEncoding (line 1533) | public static TiktokenTokenizer CreateForEncoding(string encodingName,... FILE: src/Microsoft.ML.Tokenizers/Model/Word.cs type Word (line 11) | internal struct Word method Word (line 17) | public Word() => _symbols = new Vec(); method Word (line 19) | public Word(int capacity) method WithCapacity (line 28) | public static Word WithCapacity(int capacity) => new Word(capacity); method Add (line 32) | public void Add(int c, int charLength) method Merge (line 49) | public Vec<(Pair, int)> Merge(int c1, int c2, int replacement) method MergeAll (line 100) | public void MergeAll(Dictionary, (int, int)> merges, float? ... method PopulateIds (line 197) | public void PopulateIds(IList accumulatedIds) method PopulateIdsUpToMax (line 205) | public int PopulateIdsUpToMax(IList accumulatedIds, int maxTokens... method PopulateIdsUpToMaxFromEnd (line 220) | public int PopulateIdsUpToMaxFromEnd(IList accumulatedIds, int ma... method CountIdsUpToMax (line 235) | public int CountIdsUpToMax(int maxTokens, out int charsConsumed) method CountIdsUpToMaxFromEnd (line 249) | public int CountIdsUpToMaxFromEnd(int maxTokens, int fullTextLength, o... method GetChars (line 263) | public Vec GetChars() method ToString (line 274) | public override string ToString() method ToTokens (line 292) | public void ToTokens(SortedDictionary vocabReverse, List<... FILE: src/Microsoft.ML.Tokenizers/Model/WordPieceOptions.cs class WordPieceOptions (line 12) | public class WordPieceOptions FILE: src/Microsoft.ML.Tokenizers/Model/WordPieceTokenizer.cs class WordPieceTokenizer (line 25) | public partial class WordPieceTokenizer : Tokenizer method WordPieceTokenizer (line 32) | internal WordPieceTokenizer( method LoadVocabAsync (line 92) | internal static async ValueTask<(Dictionary... method Create (line 131) | public static WordPieceTokenizer Create( method Create (line 146) | public static WordPieceTokenizer Create( method Create (line 151) | private static WordPieceTokenizer Create( method CreateAsync (line 187) | public static async Task CreateAsync( method CreateAsync (line 208) | public static async Task CreateAsync( method CreateAsync (line 214) | private static async Task CreateAsync( method EncodeToTokens (line 272) | protected override EncodeResults EncodeToTokens(string? ... method EncodeToTokens (line 313) | private void EncodeToTokens(ReadOnlySpan text, List EncodeToIds(string? text, ReadOn... method EncodeToIds (line 446) | private int EncodeToIds(ReadOnlySpan text, List? accumulate... method CountTokens (line 541) | protected override int CountTokens(string? text, ReadOnlySpan te... method GetIndexByTokenCount (line 602) | protected override int GetIndexByTokenCount(string? text, ReadOnlySpan... method Decode (line 671) | public override string Decode(IEnumerable ids) => Decode(ids, ski... method Decode (line 679) | public string Decode(IEnumerable ids, bool skipSpecialTokens) method Decode (line 723) | public override OperationStatus Decode(IEnumerable ids, Span ids, Span destina... FILE: src/Microsoft.ML.Tokenizers/Normalizer/BertNormalizer.cs class BertNormalizer (line 18) | internal sealed class BertNormalizer : Normalizer method Normalize (line 29) | public override string Normalize(string original) method Normalize (line 126) | public override string Normalize(ReadOnlySpan original) method BertNormalizer (line 142) | public BertNormalizer(bool lowerCase, bool individuallyTokenizeCjk, bo... method AddChar (line 149) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method AddSpan (line 160) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method IsCjkChar (line 186) | [MethodImpl(MethodImplOptions.AggressiveInlining)] FILE: src/Microsoft.ML.Tokenizers/Normalizer/LowerCaseNormalizer.cs class LowerCaseNormalizer (line 14) | public sealed class LowerCaseNormalizer : Normalizer method LowerCaseNormalizer (line 19) | public LowerCaseNormalizer() { } method Normalize (line 31) | public override string Normalize(string original) => original.ToLowerI... method Normalize (line 38) | public override string Normalize(ReadOnlySpan original) FILE: src/Microsoft.ML.Tokenizers/Normalizer/Normalizer.cs class Normalizer (line 12) | public abstract class Normalizer method Normalize (line 19) | public abstract string Normalize(string original); method Normalize (line 26) | public abstract string Normalize(ReadOnlySpan original); FILE: src/Microsoft.ML.Tokenizers/Normalizer/SentencePieceNormalizer.cs method SentencePieceNormalizer (line 31) | public SentencePieceNormalizer(bool removeExtraWhiteSpaces, bool addDumm... method SentencePieceNormalizer (line 40) | internal SentencePieceNormalizer( method Normalize (line 89) | public override string Normalize(string original) method Normalize (line 104) | public override string Normalize(ReadOnlySpan original) method InsertDummyPrefix (line 201) | private void InsertDummyPrefix(ReadOnlySpan original, ref int star... method InsertDummyPrefixAtEnd (line 231) | private void InsertDummyPrefixAtEnd(Span span, ref int bufferIndex) method NormalizePrefix (line 273) | private int NormalizePrefix(ReadOnlySpan input, out Memory n... method Normalize (line 335) | internal int Normalize(ReadOnlySpan input, ref Span normaliz... FILE: src/Microsoft.ML.Tokenizers/Normalizer/UpperCaseNormalizer.cs class UpperCaseNormalizer (line 14) | public sealed class UpperCaseNormalizer : Normalizer method UpperCaseNormalizer (line 19) | public UpperCaseNormalizer() { } method Normalize (line 31) | public override string Normalize(string original) => original.ToUpperI... method Normalize (line 38) | public override string Normalize(ReadOnlySpan original) FILE: src/Microsoft.ML.Tokenizers/PreTokenizer/CompositePreTokenizer.cs class CompositePreTokenizer (line 18) | public class CompositePreTokenizer : PreTokenizer method CompositePreTokenizer (line 33) | public CompositePreTokenizer(IReadOnlyList preTokenizers... method PreTokenize (line 83) | public override IEnumerable<(int Offset, int Length)> PreTokenize(stri... method PreTokenize (line 144) | public override IEnumerable<(int Offset, int Length)> PreTokenize(Read... method PreTokenize (line 160) | private IEnumerable<(int Offset, int Length)> PreTokenize(char[] text,... FILE: src/Microsoft.ML.Tokenizers/PreTokenizer/PreTokenizer.cs class PreTokenizer (line 16) | public abstract partial class PreTokenizer method PreTokenize (line 23) | public abstract IEnumerable<(int Offset, int Length)> PreTokenize(stri... method PreTokenize (line 30) | public abstract IEnumerable<(int Offset, int Length)> PreTokenize(Read... method SplitText (line 32) | internal static IEnumerable<(int Offset, int Length)> SplitText(string... method WhiteSpaceOrPunctuationRegex (line 49) | [GeneratedRegex(WhiteSpaceOrPunctuationPattern, RegexOptions.None, Def... method WhiteSpaceOrPunctuationRegex (line 52) | private static Regex WhiteSpaceOrPunctuationRegex() => new Regex(White... method CreateWordOrPunctuation (line 63) | public static PreTokenizer CreateWordOrPunctuation(IReadOnlyDictionary... method WordOrNonWordRegex (line 78) | [GeneratedRegex(WordOrNonWordPattern, RegexOptions.None, DefaultTimeOu... method WordOrNonWordRegex (line 81) | private static Regex WordOrNonWordRegex() => new Regex(WordOrNonWordPa... method CreateWordOrNonWord (line 93) | public static PreTokenizer CreateWordOrNonWord(IReadOnlyDictionary new Regex(WhiteSpacePattern,... method CreateWhiteSpace (line 122) | public static PreTokenizer CreateWhiteSpace(IReadOnlyDictionary SplitText(ReadOn... method TryGetMatch (line 157) | internal static bool TryGetMatch(Regex regex, string text, int beginni... method TryGetMatch (line 178) | internal static bool TryGetMatch(Regex regex, scoped ReadOnlySpan... method PreTokenize (line 48) | public override IEnumerable<(int Offset, int Length)> PreTokenize(stri... method PreTokenize (line 96) | public override IEnumerable<(int Offset, int Length)> PreTokenize(Read... FILE: src/Microsoft.ML.Tokenizers/PreTokenizer/RobertaPreTokenizer.cs class RobertaPreTokenizer (line 13) | public sealed partial class RobertaPreTokenizer : PreTokenizer method PreTokenize (line 25) | public override IEnumerable<(int Offset, int Length)> PreTokenize(stri... method PreTokenize (line 40) | public override IEnumerable<(int Offset, int Length)> PreTokenize(Read... FILE: src/Microsoft.ML.Tokenizers/SentencepieceModel.cs class SentencePieceProtobufReader (line 18) | internal static class SentencePieceProtobufReader method ReadRawVarint32 (line 20) | internal static int ReadRawVarint32(byte[] data, int end, ref int pos) method ReadLengthPrefix (line 66) | internal static int ReadLengthPrefix(byte[] data, int end, ref int pos) method ReadString (line 77) | internal static string ReadString(byte[] data, int end, ref int pos) method ReadFloat (line 85) | internal static float ReadFloat(byte[] data, int end, ref int pos) method SkipField (line 112) | internal static void SkipField(byte[] data, int end, int wireType, ref... type SentencePieceByteString (line 164) | internal readonly struct SentencePieceByteString(byte[] data, int offset... class ModelProto (line 170) | internal sealed class ModelProto method Parse (line 178) | internal static ModelProto Parse(byte[] data, int start, int end) class Types (line 228) | internal static class Types class SentencePiece (line 230) | internal sealed class SentencePiece method Parse (line 236) | internal static SentencePiece Parse(byte[] data, int start, int end) class Types (line 269) | internal static class Types type Type (line 271) | internal enum Type class ModelProtoParser (line 286) | internal sealed class ModelProtoParser method ParseFrom (line 288) | internal ModelProto ParseFrom(Stream stream) class TrainerSpec (line 323) | internal sealed class TrainerSpec method Parse (line 337) | internal static TrainerSpec Parse(byte[] data, int start, int end) class Types (line 402) | internal static class Types type ModelType (line 404) | internal enum ModelType class NormalizerSpec (line 415) | internal sealed class NormalizerSpec method Parse (line 423) | internal static NormalizerSpec Parse(byte[] data, int start, int end) FILE: src/Microsoft.ML.Tokenizers/Tokenizer.cs class Tokenizer (line 14) | public abstract class Tokenizer method Tokenizer (line 19) | protected Tokenizer() { } method EncodeToIds (line 42) | protected virtual EncodeResults EncodeToIds(string? text, ReadOnl... method EncodeToIds (line 67) | public IReadOnlyList EncodeToIds(string text, bool considerPreTok... method EncodeToIds (line 77) | public IReadOnlyList EncodeToIds(ReadOnlySpan text, bool co... method EncodeToIds (line 90) | public IReadOnlyList EncodeToIds(string text, int maxTokenCount, ... method EncodeToIds (line 116) | public IReadOnlyList EncodeToIds(ReadOnlySpan text, int max... method EncodeToTokens (line 138) | protected abstract EncodeResults EncodeToTokens(string? ... method EncodeToTokens (line 148) | public IReadOnlyList EncodeToTokens(string text, out str... method EncodeToTokens (line 164) | public IReadOnlyList EncodeToTokens(ReadOnlySpan t... method CountTokens (line 183) | protected virtual int CountTokens(string? text, ReadOnlySpan tex... method CountTokens (line 193) | public int CountTokens(string text, bool considerPreTokenization = tru... method CountTokens (line 203) | public int CountTokens(ReadOnlySpan text, bool considerPreTokeni... method GetIndexByTokenCount (line 226) | protected virtual int GetIndexByTokenCount(string? text, ReadOnlySpan<... method GetIndexByTokenCount (line 275) | public int GetIndexByTokenCount(string text, int maxTokenCount, out st... method GetIndexByTokenCount (line 298) | public int GetIndexByTokenCount(ReadOnlySpan text, int maxTokenC... method GetIndexByTokenCountFromEnd (line 321) | public int GetIndexByTokenCountFromEnd(string text, int maxTokenCount,... method GetIndexByTokenCountFromEnd (line 344) | public int GetIndexByTokenCountFromEnd(ReadOnlySpan text, int ma... method Decode (line 364) | public virtual string Decode(IEnumerable ids) method Decode (line 425) | public abstract OperationStatus Decode(IEnumerable ids, Span? InitializeForEn... FILE: src/Microsoft.ML.Tokenizers/Utils/ByteArrayComparer.cs class ReadOnlyMemoryByteComparer (line 11) | internal sealed class ReadOnlyMemoryByteComparer : IEqualityComparer x, ReadOnlyMemory y) => method GetHashCode (line 18) | public int GetHashCode(ReadOnlyMemory x) FILE: src/Microsoft.ML.Tokenizers/Utils/BytePairEncoder.cs class BytePairEncoder (line 14) | internal static class BytePairEncoder method BytePairEncode (line 16) | public static (int Id, int TokenIndex, int TokenLength)[] BytePairEnco... type State (line 128) | private struct State type MergeEntry (line 140) | private struct MergeEntry : IComparable method CompareTo (line 145) | public int CompareTo(MergeEntry other) method BytePairEncodeLarge (line 156) | private static (int Id, int TokenIndex, int TokenLength)[] BytePairEnc... method SliceStartEnd (line 290) | private static ReadOnlyMemory SliceStartEnd(this ReadOnlyMemory<... FILE: src/Microsoft.ML.Tokenizers/Utils/ByteToUnicodeEncoding.cs class ByteToUnicodeEncoding (line 13) | internal sealed class ByteToUnicodeEncoding method ByteToUnicodeEncoding (line 17) | public ByteToUnicodeEncoding() FILE: src/Microsoft.ML.Tokenizers/Utils/DoubleArrayTrie.cs class BitVector (line 23) | internal class BitVector method BitVector (line 31) | public BitVector() { } method PopCount (line 38) | private static uint PopCount(uint unit) method Rank (line 48) | public uint Rank(uint id) method Set (line 54) | public void Set(uint id, bool bit) method Append (line 72) | public void Append() method Build (line 81) | public void Build() class AutoPool (line 94) | internal class AutoPool method AutoPool (line 100) | public AutoPool() { } method Clear (line 113) | public void Clear() method ResizeBuf (line 120) | public void ResizeBuf(int size) method Append (line 152) | public void Append(T value) method Append (line 162) | public void Append() method PushBack (line 171) | public void PushBack(T value) => Append(value); method PopBack (line 173) | public void PopBack() method Resize (line 183) | public void Resize(int size) method Resize (line 201) | public void Resize(int size, T value) method Reserve (line 219) | public void Reserve(int size) type DawgNode (line 235) | internal struct DawgNode method DawgNode (line 237) | public DawgNode() { } type DawgUnit (line 259) | internal struct DawgUnit method DawgUnit (line 262) | public DawgUnit(uint unit = 0) => _unit = unit; method DawgUnit (line 263) | public DawgUnit(DawgUnit unit) => _unit = unit._unit; class DawgBuilder (line 282) | internal class DawgBuilder method DawgBuilder (line 295) | public DawgBuilder() { } method Child (line 299) | public uint Child(uint id) => _units[(int)id].Child; method Sibling (line 301) | public uint Sibling(uint id) => _units[(int)id].HasSibling ? id + 1 : 0; method Value (line 303) | public int Value(uint id) => _units[(int)id].Value; method Label (line 304) | public byte Label(uint id) => _labels[(int)id]; method IsLeaf (line 306) | public bool IsLeaf(uint id) => Label(id) == 0; method IsIntersection (line 308) | public bool IsIntersection(uint id) => _isIntersections[(int)id]; method IntersectionId (line 310) | public uint IntersectionId(uint id) => _isIntersections.Rank(id) - 1; method Hash (line 316) | private static uint Hash(uint key) method FreeNode (line 327) | private void FreeNode(uint id) => _recycleBin.Push(id); method Finish (line 329) | public void Finish() method Insert (line 338) | public void Insert(ReadOnlySpan key, int length, int value) method AppendNode (line 405) | private uint AppendNode() method AppendUnit (line 421) | private uint AppendUnit() method Init (line 429) | public void Init() method ExpandTable (line 442) | private void ExpandTable() method HashNode (line 459) | private uint HashNode(uint id) method AreEqual (line 472) | private bool AreEqual(uint nodeId, uint unitId) method FindNode (line 500) | private uint FindNode(uint nodeId, out uint hashId) method HashUnit (line 520) | private uint HashUnit(uint id) method FindUnit (line 536) | private uint FindUnit(uint id, out uint hashId) method Flush (line 552) | private void Flush(uint id) type DoubleArrayUnit (line 607) | internal struct DoubleArrayUnit method DoubleArrayUnit (line 610) | public DoubleArrayUnit() { } type DoubleArrayBuilderExtraUnit (line 678) | internal struct DoubleArrayBuilderExtraUnit method DoubleArrayBuilderExtraUnit (line 686) | public DoubleArrayBuilderExtraUnit() { } class DoubleArrayBuilder (line 713) | internal class DoubleArrayBuilder method NumBlocks (line 727) | private int NumBlocks() => _units.Size / BlockSize; method BuildDawg (line 737) | internal unsafe void BuildDawg(SortedDictionary dictionar... method FixBlock (line 771) | internal void FixBlock(uint blockId) method ExpandUnits (line 796) | internal void ExpandUnits() method ReserveId (line 834) | internal void ReserveId(uint id) method IsValidOffset (line 855) | internal bool IsValidOffset(uint id, uint offset) method FindValidOffset (line 879) | internal uint FindValidOffset(uint id) method ArrangeFromDawg (line 901) | internal uint ArrangeFromDawg(DawgBuilder dawg, uint dawgId, uint dicId) method BuildFromDawg (line 939) | internal void BuildFromDawg(DawgBuilder dawg, uint dawgId, uint dicId) method FixAllBlocks (line 981) | internal void FixAllBlocks() method BuildFromDawg (line 997) | internal void BuildFromDawg(DawgBuilder dawg) method Build (line 1022) | public void Build(SortedDictionary dictionary) type DoubleArrayResultPair (line 1030) | internal struct DoubleArrayResultPair class DoubleArrayTrie (line 1036) | internal class DoubleArrayTrie method DoubleArrayTrie (line 1045) | public DoubleArrayTrie(SortedDictionary dictionary) method DoubleArrayTrie (line 1054) | public DoubleArrayTrie(DoubleArrayUnit[] preCompiledData) method CommonPrefixSearch (line 1065) | public int CommonPrefixSearch(ReadOnlySpan key, Span key, ref int nodePos, ref int k... FILE: src/Microsoft.ML.Tokenizers/Utils/Helpers.cs class Helpers (line 18) | internal static partial class Helpers method ArrayPoolGrow (line 22) | internal static void ArrayPoolGrow(ref T[] arrayPoolArray, int requ... method ArrayPoolGrow (line 30) | internal static void ArrayPoolGrow(ref Span span, ref T[]? poolA... method OneCharLen (line 49) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method GetUtf16LengthFromUtf8Bytes (line 52) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method EncodeToUtf8 (line 67) | internal static int EncodeToUtf8(ReadOnlySpan text, Span d... method EncodeNextUtf8 (line 121) | internal static int EncodeNextUtf8(ReadOnlySpan text, Span... method EncodeToUtf8AndTransform (line 159) | internal static int EncodeToUtf8AndTransform(ReadOnlySpan text, ... method AppendToBytesArray (line 214) | internal static void AppendToBytesArray(ReadOnlySpan text, ref b... method ConvertUtf8ToUtf16 (line 235) | public static bool ConvertUtf8ToUtf16(ReadOnlySpan utf8Bytes, Sp... method DecodeUtf8 (line 319) | internal static int DecodeUtf8(ReadOnlySpan input, out int encod... method IsTrailByte (line 361) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method IsValidCodepoint (line 364) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method IsValidDecodeUtf8 (line 367) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Swap32 (line 374) | [MethodImpl(MethodImplOptions.AggressiveInlining)] FILE: src/Microsoft.ML.Tokenizers/Utils/Helpers.netcoreapp.cs class Helpers (line 21) | internal static partial class Helpers method ReadLineAsync (line 23) | public static ValueTask ReadLineAsync(StreamReader reader, Ca... method GetStreamAsync (line 26) | public static Task GetStreamAsync(HttpClient client, string ur... method GetStream (line 29) | public static Stream GetStream(HttpClient client, string url) method FromBase64String (line 36) | public static byte[] FromBase64String(string base64String, int offset,... method TryParseInt32 (line 50) | internal static bool TryParseInt32(string s, int offset, out int result) method GetHashCode (line 53) | internal static int GetHashCode(ReadOnlySpan span) => string.Get... method GetUtf8Bytes (line 55) | internal static unsafe int GetUtf8Bytes(ReadOnlySpan source, Spa... method TryGetUtf8Bytes (line 58) | internal static unsafe bool TryGetUtf8Bytes(ReadOnlySpan source,... method GetString (line 61) | internal static string GetString(ReadOnlySpan utf8Bytes) method GetChars (line 64) | internal static int GetChars(ReadOnlySpan bytes, Span chars) method Replace (line 67) | internal static void Replace(Span span, char oldValue, char newV... method Replace (line 69) | internal static void Replace(ReadOnlySpan source, Span des... method EncodeCodePointToUtf8 (line 79) | internal static int EncodeCodePointToUtf8(ReadOnlySpan text, int... FILE: src/Microsoft.ML.Tokenizers/Utils/Helpers.netstandard.cs class Helpers (line 19) | internal static partial class Helpers method ReadLineAsync (line 21) | public static ValueTask ReadLineAsync(StreamReader reader, Can... method GetStreamAsync (line 27) | public static async Task GetStreamAsync(HttpClient client, str... method GetStream (line 34) | public static Stream GetStream(HttpClient client, string url) => clien... method FromBase64String (line 36) | public static byte[] FromBase64String(string base64String, int offset,... method TryParseInt32 (line 39) | internal static bool TryParseInt32(string s, int offset, out int result) method GetHashCode (line 60) | internal static int GetHashCode(ReadOnlySpan span) method GetUtf8Bytes (line 71) | internal static unsafe int GetUtf8Bytes(ReadOnlySpan source, Spa... method TryGetUtf8Bytes (line 80) | internal static unsafe bool TryGetUtf8Bytes(ReadOnlySpan source,... method GetString (line 96) | internal static unsafe string GetString(ReadOnlySpan utf8Bytes) method GetChars (line 104) | internal static unsafe int GetChars(ReadOnlySpan bytes, Span span, char oldValue, char newV... method Replace (line 120) | internal static void Replace(ReadOnlySpan source, Span des... method EncodeCodePointToUtf8 (line 138) | internal static int EncodeCodePointToUtf8(ReadOnlySpan text, int... FILE: src/Microsoft.ML.Tokenizers/Utils/IListExtensions.cs class IListExtensions (line 9) | internal static class IListExtensions method AddRange (line 11) | public static void AddRange(this IList list, IEnumerable items) FILE: src/Microsoft.ML.Tokenizers/Utils/LruCache.cs class LruCache (line 10) | internal sealed class LruCache method LruCache (line 29) | public LruCache(int cacheSize = DefaultCacheSize) method TryGetValue (line 47) | public bool TryGetValue(string key, out TValue value) method TryGetValue (line 72) | public unsafe bool TryGetValue(ReadOnlySpan key, out TValue value) method Add (line 97) | public void Add(string key, TValue value) FILE: src/Microsoft.ML.Tokenizers/Utils/OrdinalUtf8StringComparer.cs class OrdinalUtf8StringComparer (line 16) | internal class OrdinalUtf8StringComparer : IComparer method Compare (line 19) | public int Compare(string? x, string? y) FILE: src/Microsoft.ML.Tokenizers/Utils/PriorityQueue.cs class PriorityQueue (line 11) | internal class PriorityQueue where T : IComparable method PriorityQueue (line 15) | public PriorityQueue() : this(0) method PriorityQueue (line 19) | public PriorityQueue(int capacity) method Enqueue (line 24) | public void Enqueue(T item) method Dequeue (line 37) | public T Dequeue() method Peek (line 61) | public T Peek() method ToString (line 69) | public override string ToString() method Clear (line 78) | public void Clear() => _data.Clear(); method IsConsistent (line 80) | public bool IsConsistent() FILE: src/Microsoft.ML.Tokenizers/Utils/StringSpanOrdinalKey.cs type StringSpanOrdinalKey (line 18) | [JsonConverter(typeof(StringSpanOrdinalKeyConverter))] method StringSpanOrdinalKey (line 25) | public StringSpanOrdinalKey(char* ptr, int length) method StringSpanOrdinalKey (line 31) | public StringSpanOrdinalKey(string data) => method ToString (line 38) | public override string ToString() => Data ?? Span.ToString(); method Equals (line 40) | public override bool Equals(object? obj) => method Equals (line 43) | public bool Equals(StringSpanOrdinalKey other) => method GetHashCode (line 46) | public override int GetHashCode() => Helpers.GetHashCode(Span); type StringSpanOrdinalKeyPair (line 49) | internal readonly unsafe struct StringSpanOrdinalKeyPair : IEquatable method Equals (line 68) | public bool Equals(StringSpanOrdinalKeyPair other) => other._left.Equa... method GetHashCode (line 70) | public override int GetHashCode() => HashCode.Combine(_left.GetHashCod... class StringSpanOrdinalKeyCache (line 74) | internal sealed class StringSpanOrdinalKeyCache method StringSpanOrdinalKeyCache (line 81) | internal StringSpanOrdinalKeyCache() : this(BpeTokenizer.DefaultCacheC... method StringSpanOrdinalKeyCache (line 83) | internal StringSpanOrdinalKeyCache(int capacity) method TryGetValue (line 89) | internal bool TryGetValue(string key, out TValue value) method TryGetValue (line 97) | internal unsafe bool TryGetValue(ReadOnlySpan key, out TValue va... method Remove (line 108) | internal void Remove(string key) method Set (line 116) | internal void Set(string k, TValue v) class StringSpanOrdinalKeyConverter (line 128) | [JsonConverter(typeof(VocabularyConverter))] method ReadAsPropertyName (line 136) | public override StringSpanOrdinalKey ReadAsPropertyName(ref Utf8JsonRe... method WriteAsPropertyName (line 139) | public override void WriteAsPropertyName(Utf8JsonWriter writer, String... method Read (line 142) | public override StringSpanOrdinalKey Read(ref Utf8JsonReader reader, T... method Write (line 143) | public override void Write(Utf8JsonWriter writer, StringSpanOrdinalKey... class VocabularyConverter (line 146) | internal class VocabularyConverter : JsonConverter method Read (line 148) | public override Vocabulary Read(ref Utf8JsonReader reader, Type typeTo... method Write (line 169) | public override void Write(Utf8JsonWriter writer, Vocabulary value, Js... class StringSpanOrdinalKeyExtensions (line 175) | internal static class StringSpanOrdinalKeyExtensions method TryGetValue (line 177) | public static unsafe bool TryGetValue(this Dictionary(this Dictionary(this Dictionary(this Dictionary(this IEnumerable source, Func ge... method GetOrAdd (line 24) | public static TValue GetOrAdd(this Dictionary Reverse(... method ReverseSorted (line 49) | public static SortedDictionary ReverseSorted? Read(ref Utf8JsonReader... method Write (line 68) | public override void Write(Utf8JsonWriter writer, SortedDictionary initialBuffer) method ValueStringBuilder (line 28) | public ValueStringBuilder(int initialCapacity) method EnsureCapacity (line 48) | public void EnsureCapacity(int capacity) method GetPinnableReference (line 64) | public ref char GetPinnableReference() method GetPinnableReference (line 73) | public ref char GetPinnableReference(bool terminate) method ToString (line 93) | public string ToString(char oldValue, char newValue) method ToString (line 102) | public override string ToString() method AsSpan (line 116) | public ReadOnlySpan AsSpan(bool terminate) method RemoveLastChar (line 129) | public void RemoveLastChar() method AsSpan (line 137) | public ReadOnlySpan AsSpan() => _chars.Slice(0, _pos); method AsSpan (line 138) | public ReadOnlySpan AsSpan(int start) => _chars.Slice(start, _pos ... method AsSpan (line 139) | public ReadOnlySpan AsSpan(int start, int length) => _chars.Slice(... method TryCopyTo (line 141) | public bool TryCopyTo(Span destination, out int charsWritten) method Replace (line 157) | public void Replace(string oldValue, string newValue) method RemoveSuffix (line 197) | public bool RemoveSuffix(string value) method Remove (line 208) | public void Remove(int start, int length) method EndsWith (line 218) | public bool EndsWith(string value) method Insert (line 229) | public void Insert(int index, char value, int count) method Insert (line 242) | public void Insert(int index, string? s) method Append (line 266) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Append (line 282) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method AppendSlow (line 302) | private void AppendSlow(string s) method Append (line 318) | public void Append(char c, int count) method Append (line 333) | public unsafe void Append(char* value, int length) method Append (line 349) | public void Append(scoped ReadOnlySpan value) method AppendSpan (line 361) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method GrowAndAppend (line 374) | [MethodImpl(MethodImplOptions.NoInlining)] method Grow (line 391) | [MethodImpl(MethodImplOptions.NoInlining)] method Dispose (line 417) | [MethodImpl(MethodImplOptions.AggressiveInlining)] FILE: src/Microsoft.ML.Tokenizers/Utils/Vec.cs type Vec (line 11) | internal struct Vec method Vec (line 29) | public Vec() method Vec (line 35) | public Vec(int capacity) method Push (line 44) | public void Push(T t) method Remove (line 62) | public void Remove(int index) method Clear (line 77) | public void Clear() => _count = 0; FILE: src/Microsoft.ML.TorchSharp/AutoFormerV2/Anchors.cs class Anchors (line 17) | public class Anchors : Module method Anchors (line 42) | public Anchors(int[] pyramidLevels = null, int[] strides = null, int[]... method forward (line 57) | [System.Diagnostics.CodeAnalysis.SuppressMessage("Naming", "MSML_Gener... method GenerateAnchors (line 93) | private static Tensor GenerateAnchors(int baseSize = 16, double[] rati... method Shift (line 130) | private static Tensor Shift(Tensor shape, int stride, Tensor anchors) FILE: src/Microsoft.ML.TorchSharp/AutoFormerV2/Attention.cs class Attention (line 17) | public class Attention : Module method Attention (line 46) | public Attention(int inChannels, int keyChannels, int numHeads = 8, in... method forward (line 97) | [System.Diagnostics.CodeAnalysis.SuppressMessage("Naming", "MSML_Gener... method Dispose (line 136) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TorchSharp/AutoFormerV2/AutoFormerV2Backbone.cs class AutoFormerV2Backbone (line 17) | public class AutoFormerV2Backbone : Module> method AutoFormerV2Backbone (line 45) | public AutoFormerV2Backbone( method forward (line 111) | [System.Diagnostics.CodeAnalysis.SuppressMessage("Naming", "MSML_Gener... method Dispose (line 160) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TorchSharp/AutoFormerV2/AutoFormerV2Block.cs class AutoFormerV2Block (line 15) | public class AutoFormerV2Block : Module method AutoFormerV2Block (line 40) | public AutoFormerV2Block(int inChannels, int numHeads, int windowSize ... method forward (line 68) | [System.Diagnostics.CodeAnalysis.SuppressMessage("Naming", "MSML_Gener... method WindowsReverse (line 154) | private static Tensor WindowsReverse(Tensor windows, int windowSize, i... method WindowPartition (line 172) | private static Tensor WindowPartition(Tensor x, int windowSize) method Dispose (line 187) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TorchSharp/AutoFormerV2/AutoformerV2.cs class AutoFormerV2 (line 17) | public class AutoFormerV2 : Module method AutoFormerV2 (line 37) | public AutoFormerV2(int numClasses, List embedChannels, List... method FreezeBN (line 62) | public void FreezeBN() method forward (line 74) | [System.Diagnostics.CodeAnalysis.SuppressMessage("Naming", "MSML_Gener... method InitializeWeight (line 96) | private void InitializeWeight() method Dispose (line 139) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TorchSharp/AutoFormerV2/BasicLayer.cs class BasicLayer (line 17) | public class BasicLayer : Module method Conv2dBN (line 33) | public Conv2dBN(int inChannels, int outChannels, int kernalSize = 1, i... method forward (line 41) | [System.Diagnostics.CodeAnalysis.SuppressMessage("Naming", "MSML_Gener... method Dispose (line 53) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TorchSharp/AutoFormerV2/ConvLayer.cs class ConvLayer (line 15) | public class ConvLayer : Module method ConvModule (line 35) | public ConvModule(int inChannel, int outChannel, int kernelSize, int s... method forward (line 47) | [System.Diagnostics.CodeAnalysis.SuppressMessage("Naming", "MSML_Gener... method Dispose (line 62) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TorchSharp/AutoFormerV2/FPN.cs class FPN (line 16) | [System.Diagnostics.CodeAnalysis.SuppressMessage("Naming", "MSML_General... method FPN (line 32) | public FPN(List inChannels = null, int outChannel = 256, int numO... method forward (line 65) | [System.Diagnostics.CodeAnalysis.SuppressMessage("Naming", "MSML_Gener... method Dispose (line 105) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TorchSharp/AutoFormerV2/MBConv.cs class MBConv (line 15) | public class MBConv : Module method MBConv (line 33) | public MBConv(int inChannels, int outChannels, double expandRatio) method forward (line 46) | [System.Diagnostics.CodeAnalysis.SuppressMessage("Naming", "MSML_Gener... method Dispose (line 64) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TorchSharp/AutoFormerV2/Mlp.cs class MLP (line 15) | [System.Diagnostics.CodeAnalysis.SuppressMessage("Naming", "MSML_General... method MLP (line 34) | public MLP(int inFeatures, int? hiddenFeatures = null, int? outFeature... method forward (line 47) | [System.Diagnostics.CodeAnalysis.SuppressMessage("Naming", "MSML_Gener... method Dispose (line 63) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TorchSharp/AutoFormerV2/ObjectDetectionMetrics.cs class ObjectDetectionMetrics (line 13) | public class ObjectDetectionMetrics class ObjectLabel (line 27) | private class ObjectLabel method ThresholdFilter (line 60) | private static List> ThresholdFilter(List>... method AP50_95 (line 135) | [System.Diagnostics.CodeAnalysis.SuppressMessage("Naming", "MSML_Gener... method CalculateIoU (line 159) | private static float CalculateIoU(ObjectLabel bbox, ObjectLabel gt) method ImageIoU (line 179) | private static void ImageIoU(List objectLabel, List> detectionList, ... method PredIdvToObjLabl (line 293) | private static List> PredIdvToObjLabl( method ActualIdvToObjLabl (line 339) | private static List> ActualIdvToObjLabl( FILE: src/Microsoft.ML.TorchSharp/AutoFormerV2/ObjectDetectionTrainer.cs class ObjectDetectionTrainer (line 36) | public class ObjectDetectionTrainer : IEstimator(ModelSaveContext ctx) method MakeRowMapper (line 647) | private protected override IRowMapper MakeRowMapper(DataViewSchema sch... method Create (line 650) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method Create (line 654) | private static ObjectDetectionTransformer Create(IHostEnvironment env,... method DecodeInit (line 714) | private static Delegate DecodeInit(object value) class ObjDetMapper (line 721) | private class ObjDetMapper : MapperBase method ObjDetMapper (line 730) | public ObjDetMapper(ObjectDetectionTransformer parent, DataViewSchem... method GetOutputColumnsCore (line 751) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... method GetLabelAnnotations (line 776) | private Delegate GetLabelAnnotations(DataViewSchema.DetachedColum... method GetScoreColumnSetId (line 781) | private ValueGetter GetScoreColumnSetId(DataViewSchema schema) method MakeGetter (line 790) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method CreateGetter (line 793) | private Delegate CreateGetter(DataViewRow input, int iinfo, TensorCa... method MakeScoreGetter (line 804) | private Delegate MakeScoreGetter(DataViewRow input, IChannel ch, Ten... method MakePredictedLabelGetter (line 828) | private Delegate MakePredictedLabelGetter(DataViewRow input, IChanne... method MakeBoundingBoxGetter (line 852) | private Delegate MakeBoundingBoxGetter(DataViewRow input, IChannel c... method CreateGetters (line 876) | public override Delegate[] CreateGetters(DataViewRow input, Func _... method GetDependenciesCore (line 985) | private protected override Func GetDependenciesCore(Func<... method Dispose (line 991) | protected virtual void Dispose(bool disposing) method Dispose (line 1010) | public void Dispose() FILE: src/Microsoft.ML.TorchSharp/AutoFormerV2/PatchEmbed.cs class PatchEmbed (line 15) | public class PatchEmbed : Module method PatchEmbed (line 27) | public PatchEmbed(int inChannels, int embedChannels) method forward (line 37) | [System.Diagnostics.CodeAnalysis.SuppressMessage("Naming", "MSML_Gener... method Dispose (line 51) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TorchSharp/AutoFormerV2/PatchMerging.cs class PatchMerging (line 15) | public class PatchMerging : Module method PatchMerging (line 30) | public PatchMerging(int inChannels, int outChannels) method forward (line 40) | [System.Diagnostics.CodeAnalysis.SuppressMessage("Naming", "MSML_Gener... method Dispose (line 65) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TorchSharp/AutoFormerV2/RetinaHead.cs class RetinaHead (line 16) | public class RetinaHead : Module, (List, List(this torch.Tensor tensor) where T : unman... FILE: src/Microsoft.ML.TorchSharp/Extensions/TokenizerExtensions.cs class TokenizerExtensions (line 15) | internal static class TokenizerExtensions method GetInstance (line 19) | internal static Tokenizer GetInstance(IChannel ch) method RobertaModel (line 40) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method EncodeToConverted (line 52) | internal static IReadOnlyList EncodeToConverted(this Tokenizer to... FILE: src/Microsoft.ML.TorchSharp/Loss/FocalLoss.cs class FocalLoss (line 16) | public class FocalLoss : Module method FocalLoss (line 28) | public FocalLoss(double alpha = 0.25, double gamma = 2.0) method forward (line 36) | [System.Diagnostics.CodeAnalysis.SuppressMessage("Naming", "MSML_Gener... method ToTensorIndex (line 174) | private object ToTensorIndex() method CalcIou (line 179) | private static Tensor CalcIou(Tensor a, Tensor b) FILE: src/Microsoft.ML.TorchSharp/NasBert/BertArchitecture.cs type BertArchitecture (line 14) | public enum BertArchitecture FILE: src/Microsoft.ML.TorchSharp/NasBert/BertModelType.cs type BertModelType (line 11) | internal enum BertModelType FILE: src/Microsoft.ML.TorchSharp/NasBert/BertTaskType.cs type BertTaskType (line 15) | public enum BertTaskType FILE: src/Microsoft.ML.TorchSharp/NasBert/Models/BaseHead.cs class BaseHead (line 9) | internal abstract class BaseHead : torch.nn.Module method BaseHead (line 11) | protected BaseHead(string name) : base(name) FILE: src/Microsoft.ML.TorchSharp/NasBert/Models/BaseModel.cs class BaseModel (line 10) | internal abstract class BaseModel : torch.nn.Module PredictionHead; method ModelForPrediction (line 19) | public ModelForPrediction(NasBertTrainer.NasBertOptions options, int p... method forward (line 30) | [System.Diagnostics.CodeAnalysis.SuppressMessage("Naming", "MSML_Gener... method Dispose (line 39) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TorchSharp/NasBert/Models/NasBertEncoder.cs class NasBertEncoder (line 19) | public sealed class NasBertEncoder : TransformerEncoder, torch.nn.IModul... method NasBertEncoder (line 49) | public NasBertEncoder( method call (line 157) | public torch.Tensor call( method ForwardEmbedding (line 195) | private torch.Tensor ForwardEmbedding(torch.Tensor tokens, torch.Tenso... method ForwardOneLayer (line 225) | private torch.Tensor ForwardOneLayer(torch.Tensor input, torch.Tensor ... method CheckBlockHiddenSize (line 254) | private List CheckBlockHiddenSize(int blockPerLayer) method CloseLayerNormTraining (line 279) | public void CloseLayerNormTraining() method Dispose (line 288) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TorchSharp/NasBert/Models/NasBertModel.cs class NasBertModel (line 12) | internal abstract class NasBertModel : BaseModel method GetEncoder (line 14) | public override TransformerEncoder GetEncoder() => Encoder; method NasBertModel (line 19) | public NasBertModel(NasBertTrainer.NasBertOptions options, int padInde... method Initialize (line 40) | protected void Initialize() method ExtractFeatures (line 51) | protected torch.Tensor ExtractFeatures(torch.Tensor srcTokens) method train (line 56) | [System.Diagnostics.CodeAnalysis.SuppressMessage("Naming", "MSML_Gener... method Dispose (line 66) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TorchSharp/NasBert/Models/NerModel.cs class NerModel (line 10) | internal class NerModel : NasBertModel method GetHead (line 16) | public override BaseHead GetHead() => NerHead; method NerModel (line 18) | public NerModel(NasBertTrainer.NasBertOptions options, int padIndex, i... method forward (line 29) | [System.Diagnostics.CodeAnalysis.SuppressMessage("Naming", "MSML_Gener... method Dispose (line 38) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TorchSharp/NasBert/Models/PredictionHead.cs class PredictionHead (line 11) | internal sealed class PredictionHead : BaseHead, torch.nn.IModule method GeLUFast (line 67) | public GeLUFast() : base(nameof(GeLUFast)) { } method forward (line 69) | [System.Diagnostics.CodeAnalysis.SuppressMessage("Naming", "MSML_Gener... FILE: src/Microsoft.ML.TorchSharp/NasBert/Modules/ConvSeparable.cs class ConvSeparable (line 14) | internal sealed class ConvSeparable : torch.nn.Module... method Dispose (line 68) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TorchSharp/NasBert/Modules/Embedding/PositionalEmbedding.cs class PositionalEmbedding (line 12) | internal class PositionalEmbedding : torch.nn.Module... method Dispose (line 120) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TorchSharp/NasBert/Modules/HiddenTransfer.cs class HiddenTransfer (line 14) | internal abstract class HiddenTransfer : torch.nn.Module GetIncrementalState( method SetIncrementalState (line 26) | public void SetIncrementalState( class IncrementalState (line 37) | public class IncrementalState : IIncrementalState method IncrementalState (line 53) | public IncrementalState() method InitIncrementalState (line 58) | public void InitIncrementalState() method GetIncrementalState (line 64) | public Dictionary GetIncrementalState( method SetIncrementalState (line 74) | public void SetIncrementalState( method GetModuleName (line 90) | private static string GetModuleName(torch.nn.Module module) method GetFullIncrementalStateKey (line 95) | private string GetFullIncrementalStateKey(string moduleName, string key) FILE: src/Microsoft.ML.TorchSharp/NasBert/Modules/Layers/EncConvLayer.cs class EncConvLayer (line 14) | internal sealed class EncConvLayer : Layer method EncConvLayer (line 25) | public EncConvLayer(int channel, int kernelSize, double dropoutRate, s... method forward (line 45) | [System.Diagnostics.CodeAnalysis.SuppressMessage("Naming", "MSML_Gener... method ForwardOneLayer (line 57) | private static torch.Tensor ForwardOneLayer(torch.Tensor input, torch.... method CloseLayerNormTraining (line 72) | public override void CloseLayerNormTraining() method ParseArguments (line 78) | private static bool ParseArguments(IReadOnlyDictionary... method Dispose (line 87) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TorchSharp/NasBert/Modules/Layers/FeedForwardLayer.cs class FeedForwardLayer (line 14) | internal sealed class FeedForwardLayer : Layer method FeedForwardLayer (line 23) | public FeedForwardLayer( method forward (line 65) | [System.Diagnostics.CodeAnalysis.SuppressMessage("Naming", "MSML_Gener... method CloseLayerNormTraining (line 73) | public override void CloseLayerNormTraining() => FinalLayerNorm.eval(); method CalculateDropout (line 75) | private static double CalculateDropout(double dropout, int sampleEmbed... method Dispose (line 78) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TorchSharp/NasBert/Modules/Layers/IdentityLayer.cs class IdentityLayer (line 12) | internal sealed class IdentityLayer : Layer method IdentityLayer (line 14) | public IdentityLayer() : base(nameof(IdentityLayer)) method forward (line 19) | [System.Diagnostics.CodeAnalysis.SuppressMessage("Naming", "MSML_Gener... FILE: src/Microsoft.ML.TorchSharp/NasBert/Modules/Layers/Layer.cs class Layer (line 12) | internal class Layer : torch.nn.Module LayerNorm.eval(); method ParseArguments (line 77) | private static bool ParseArguments(IReadOnlyDictionary... method Dispose (line 88) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TorchSharp/NasBert/Modules/MultiHeadAttention.cs class MultiHeadAttention (line 17) | internal sealed class MultiHeadAttention : torch.nn.Module, IIncremental... method MultiHeadAttention (line 53) | public MultiHeadAttention( method Initialize (line 108) | public void Initialize() method forward (line 148) | [System.Diagnostics.CodeAnalysis.SuppressMessage("Naming", "MSML_Gener... method PadMask (line 302) | private static torch.Tensor PadMask(torch.Tensor tensor) method GetInputBuffer (line 313) | private Dictionary GetInputBuffer( method SetInputBuffer (line 319) | private void SetInputBuffer( method QkvProjection (line 326) | private (torch.Tensor, torch.Tensor, torch.Tensor) QkvProjection( method InitIncrementalState (line 367) | public void InitIncrementalState() method GetIncrementalState (line 372) | public Dictionary GetIncrementalState(torch.nn.M... method SetIncrementalState (line 377) | public void SetIncrementalState(torch.nn.Module module, Dictionary Operation.CloseLayerN... method Dispose (line 139) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TorchSharp/NasBert/NasBertTrainer.cs class NasBertTrainer (line 30) | public class NasBertTrainer class NasBertOptions (line 32) | public class NasBertOptions : TorchSharpBaseTrainer.Options method NasBertTrainer (line 169) | internal NasBertTrainer(IHostEnvironment env, Options options) : base(... class NasBertTrainerBase (line 176) | private protected abstract class NasBertTrainerBase : TrainerBase method NasBertTrainerBase (line 185) | public NasBertTrainerBase(TorchSharpBaseTrainer : TorchShar... class NasBertOptions (line 32) | public class NasBertOptions : TorchSharpBaseTrainer.Options method NasBertTrainer (line 169) | internal NasBertTrainer(IHostEnvironment env, Options options) : base(... class NasBertTrainerBase (line 176) | private protected abstract class NasBertTrainerBase : TrainerBase method NasBertTrainerBase (line 185) | public NasBertTrainerBase(TorchSharpBaseTrainer : Torch... method NasBertTransformer (line 419) | internal NasBertTransformer(IHostEnvironment env, NasBertTrainer.NasBe... method GetOutputSchemaCore (line 427) | private protected override SchemaShape GetOutputSchemaCore(SchemaShape... method CheckInputSchema (line 455) | private protected override void CheckInputSchema(SchemaShape inputSchema) method SaveModel (line 474) | private protected abstract override void SaveModel(ModelSaveContext ctx); method SaveBaseModel (line 477) | private protected new void SaveBaseModel(ModelSaveContext ctx, Version... method MakeRowMapper (line 489) | private protected override IRowMapper MakeRowMapper(DataViewSchema sch... class NasBertMapper (line 491) | private protected abstract class NasBertMapper : TorchSharpBaseMapper method NasBertMapper (line 500) | public NasBertMapper(TorchSharpBaseTransformer(DataViewSchema.DetachedColum... method MakeGetter (line 566) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... class BertTensorCacher (line 569) | private protected class BertTensorCacher : TorchSharpBaseMapper.Tens... method DisposeCore (line 571) | public override void DisposeCore() method GetTensorCacher (line 577) | private protected override TensorCacher GetTensorCacher() method PrepInputTokens (line 582) | private IList PrepInputTokens(ref ReadOnlyMemory sentence... method PrepAndRunModel (line 600) | private Tensor PrepAndRunModel(IList tokens) method UpdateCacheIfNeeded (line 612) | private protected void UpdateCacheIfNeeded(long position, TensorCach... method SaveModel (line 624) | private protected override void SaveModel(ModelSaveContext ctx) => P... FILE: src/Microsoft.ML.TorchSharp/NasBert/NerTrainer.cs class NerTrainer (line 63) | public class NerTrainer : NasBertTrainer, TargetType> class NerOptions (line 67) | public class NerOptions : NasBertOptions method NerOptions (line 69) | public NerOptions() method NerTrainer (line 78) | internal NerTrainer(IHostEnvironment env, NerOptions options) : base(e... method NerTrainer (line 82) | internal NerTrainer(IHostEnvironment env, method CreateTrainer (line 104) | private protected override TrainerBase CreateTrainer(TorchSharpBaseTra... method CreateTransformer (line 109) | private protected override TorchSharpBaseTransformer, Ta... method TokenStartsWithSpace (line 114) | internal static bool TokenStartsWithSpace(string token) => token is nu... class Trainer (line 116) | private protected class Trainer : NasBertTrainerBase method Trainer (line 121) | public Trainer(TorchSharpBaseTrainer, TargetType> pare... method AddToTargets (line 125) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method CreateTargetsTensor (line 135) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method PrepareRowTensor (line 164) | private protected override torch.Tensor PrepareRowTensor(ref VBuffer... method GetNumCorrect (line 198) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method GetPredictions (line 205) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method GetRowCountAndSetLabelCount (line 213) | private protected override int GetRowCountAndSetLabelCount(IDataView... method GetTargets (line 229) | private protected override torch.Tensor GetTargets(torch.Tensor labels) class NerTransformer (line 236) | public sealed class NerTransformer : NasBertTransformer, T... method GetVersionInfo (line 247) | private static VersionInfo GetVersionInfo() method NerTransformer (line 258) | internal NerTransformer(IHostEnvironment env, NasBertOptions options, ... method GetRowMapper (line 262) | private protected override IRowMapper GetRowMapper(TorchSharpBaseTrans... method SaveModel (line 267) | private protected override void SaveModel(ModelSaveContext ctx) method SaveLabelValues (line 285) | private void SaveLabelValues(ModelSaveContext ctx) method Create (line 299) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method Create (line 303) | private static NerTransformer Create(IHostEnvironment env, ModelLoadCo... method DecodeInit (line 357) | private static Delegate DecodeInit(object value) class Mapper (line 364) | private sealed class Mapper : NasBertMapper method Mapper (line 366) | public Mapper(TorchSharpBaseTransformer, TargetType> p... method CreateGetter (line 370) | private protected override Delegate CreateGetter(DataViewRow input, ... method CondenseOutput (line 377) | private void CondenseOutput(ref VBuffer dst, string sentence... method MakePredictedLabelGetter (line 412) | private Delegate MakePredictedLabelGetter(DataViewRow input, IChanne... method GetDependenciesCore (line 437) | private protected override Func GetDependenciesCore(Func<... FILE: src/Microsoft.ML.TorchSharp/NasBert/Optimizers/Adam.cs class Adam (line 13) | internal sealed class Adam : BaseOptimizer method Adam (line 15) | public Adam(NasBertTrainer.NasBertOptions options, IEnumerable class SentenceSimilarityOptions (line 63) | public class SentenceSimilarityOptions : NasBertOptions method SentenceSimilarityOptions (line 65) | public SentenceSimilarityOptions() method SentenceSimilarityTrainer (line 74) | internal SentenceSimilarityTrainer(IHostEnvironment env, SentenceSimil... method SentenceSimilarityTrainer (line 78) | internal SentenceSimilarityTrainer(IHostEnvironment env, method CreateTrainer (line 103) | private protected override TrainerBase CreateTrainer(TorchSharpBaseTra... method CreateTransformer (line 108) | private protected override TorchSharpBaseTransformer Cre... class Trainer (line 113) | private protected class Trainer : NasBertTrainerBase method Trainer (line 117) | public Trainer(TorchSharpBaseTrainer parent, IChannel ... method AddToTargets (line 121) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method CreateTargetsTensor (line 127) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method GetNumCorrect (line 133) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method GetPredictions (line 140) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method GetRowCountAndSetLabelCount (line 147) | private protected override int GetRowCountAndSetLabelCount(IDataView... method GetTargets (line 162) | [MethodImpl(MethodImplOptions.AggressiveInlining)] class SentenceSimilarityTransformer (line 170) | public sealed class SentenceSimilarityTransformer : NasBertTransformer parent, DataVi... method CreateGetter (line 264) | private protected override Delegate CreateGetter(DataViewRow input, ... method MakeScoreGetter (line 270) | private Delegate MakeScoreGetter(DataViewRow input, IChannel ch, Ten... method GetDependenciesCore (line 294) | private protected override Func GetDependenciesCore(Func<... FILE: src/Microsoft.ML.TorchSharp/NasBert/TextClassificationTrainer.cs class TextClassificationTrainer (line 62) | public class TextClassificationTrainer : NasBertTrainer class TextClassificationOptions (line 64) | public class TextClassificationOptions : NasBertTrainer.NasBertOptions method TextClassificationOptions (line 66) | public TextClassificationOptions() method TextClassificationTrainer (line 74) | internal TextClassificationTrainer(IHostEnvironment env, TextClassific... method TextClassificationTrainer (line 78) | internal TextClassificationTrainer(IHostEnvironment env, method CreateTrainer (line 103) | private protected override TrainerBase CreateTrainer(TorchSharpBaseTra... method CreateTransformer (line 108) | private protected override TorchSharpBaseTransformer Creat... class Trainer (line 113) | private protected class Trainer : NasBertTrainerBase method Trainer (line 117) | public Trainer(TorchSharpBaseTrainer parent, IChannel ch... method AddToTargets (line 121) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method CreateTargetsTensor (line 128) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method GetNumCorrect (line 134) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method GetPredictions (line 141) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method GetRowCountAndSetLabelCount (line 149) | private protected override int GetRowCountAndSetLabelCount(IDataView... method GetTargets (line 165) | private protected override torch.Tensor GetTargets(torch.Tensor labels) class TextClassificationTransformer (line 172) | public sealed class TextClassificationTransformer : NasBertTransformer(ModelSaveContext ctx) method Create (line 236) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method Create (line 240) | private static TextClassificationTransformer Create(IHostEnvironment e... method DecodeInit (line 294) | private static Delegate DecodeInit(object value) class Mapper (line 301) | private sealed class Mapper : NasBertMapper method Mapper (line 303) | public Mapper(TorchSharpBaseTransformer parent, DataView... method CreateGetter (line 307) | private protected override Delegate CreateGetter(DataViewRow input, ... method MakeScoreGetter (line 316) | private Delegate MakeScoreGetter(DataViewRow input, IChannel ch, Ten... method MakePredictedLabelGetter (line 347) | private Delegate MakePredictedLabelGetter(DataViewRow input, IChanne... method GetDependenciesCore (line 371) | private protected override Func GetDependenciesCore(Func<... FILE: src/Microsoft.ML.TorchSharp/Roberta/Models/RobertaEncoder.cs class RobertaEncoder (line 14) | internal sealed class RobertaEncoder : TransformerEncoder, torch.nn.IMod... method RobertaEncoder (line 21) | public RobertaEncoder(int numLayers, int numAttentionHeads, method call (line 35) | public torch.Tensor call(torch.Tensor tokens, torch.Tensor positions, ... method InitWeights (line 43) | private void InitWeights(torch.nn.Module module) method Dispose (line 66) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TorchSharp/Roberta/Models/RobertaModel.cs class RobertaModel (line 19) | internal abstract class RobertaModel : BaseModel method GetEncoder (line 36) | public override TransformerEncoder GetEncoder() => Encoder; method RobertaModel (line 39) | protected RobertaModel(QATrainer.Options options) method InitWeights (line 65) | protected void InitWeights(torch.nn.Module module) method ExtractFeatures (line 91) | protected torch.Tensor ExtractFeatures(torch.Tensor srcTokens) method GetEmbeddings (line 98) | private (torch.Tensor position, torch.Tensor segment, torch.Tensor att... method Dispose (line 134) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TorchSharp/Roberta/Models/RobertaModelForQA.cs class RobertaModelForQA (line 10) | internal class RobertaModelForQA : RobertaModel method GetHead (line 17) | public override BaseHead GetHead() => QAHead; method RobertaModelForQA (line 21) | public RobertaModelForQA(QATrainer.Options options) method forward (line 33) | public override torch.Tensor forward(torch.Tensor srcTokens, torch.Ten... method Dispose (line 41) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TorchSharp/Roberta/Modules/Attention.cs class Attention (line 11) | internal class Attention : torch.nn.Module method Intermediate (line 18) | public Intermediate(long hiddenSize, long ffnHiddenSize) : base(nameof... method forward (line 25) | public override torch.Tensor forward(torch.Tensor t) method Dispose (line 33) | protected override void Dispose(bool disposing) FILE: src/Microsoft.ML.TorchSharp/Roberta/Modules/Layer.cs class Layer (line 12) | internal class Layer : torch.nn.Module class Options (line 38) | public sealed class Options : NasBertOptions method Options (line 75) | public Options() class DefaultColumnNames (line 87) | internal static class DefaultColumnNames method QATrainer (line 102) | internal QATrainer(IHostEnvironment env, Options options) method QATrainer (line 116) | internal QATrainer(IHostEnvironment env, method Fit (line 144) | public QATransformer Fit(IDataView input) class Trainer (line 179) | internal class Trainer method Trainer (line 192) | public Trainer(QATrainer parent, IChannel ch, IDataView input) method GetRowCount (line 230) | private protected int GetRowCount(IDataView input) method GetModelPath (line 243) | private string GetModelPath() method Train (line 269) | public void Train(IHost host, IDataView input, IProgressChannel pch) method TrainStep (line 302) | private bool TrainStep(IHost host, method PrepareBatchTensor (line 384) | private torch.Tensor PrepareBatchTensor(ref List inputTensor... method PrepareData (line 389) | private (Tensor image, Tensor Label, bool hasMapping) PrepareData(Va... method AlignAnswerPosition (line 438) | private Dictionary AlignAnswerPosition(IReadOnlyList GetScoreColumnSetId(DataViewSchema schema) method MakeGetter (line 761) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method CreateGetter (line 764) | private Delegate CreateGetter(DataViewRow input, int iinfo, TensorCa... method MakeScoreGetter (line 773) | private Delegate MakeScoreGetter(DataViewRow input, IChannel ch, Ten... method MakePredictedAnswerGetter (line 800) | private Delegate MakePredictedAnswerGetter(DataViewRow input, IChann... method CreateGetters (line 827) | public override Delegate[] CreateGetters(DataViewRow input, Func context, re... method PrepAndRunModel (line 873) | private Tensor PrepAndRunModel(Tensor inputTensor) class TensorCacher (line 881) | private protected class TensorCacher : IDisposable method TensorCacher (line 889) | public TensorCacher(int maxLength) method Dispose (line 900) | public void Dispose() method UpdateCacheIfNeeded (line 909) | private protected void UpdateCacheIfNeeded(long position, TensorCach... method SaveModel (line 937) | private protected override void SaveModel(ModelSaveContext ctx) => _... method GetDependenciesCore (line 939) | private protected override Func GetDependenciesCore(Func<... method Dispose (line 945) | protected virtual void Dispose(bool disposing) method Dispose (line 964) | public void Dispose() FILE: src/Microsoft.ML.TorchSharp/TorchSharpBaseTrainer.cs class TorchSharpBaseTrainer (line 22) | public abstract class TorchSharpBaseTrainer : IEstimator par... method GetRowCountAndSetLabelCount (line 166) | private protected abstract int GetRowCountAndSetLabelCount(IDataView... method CreateModule (line 167) | private protected abstract Module CreateModule(IChannel ch, IDataVie... method GetModelPath (line 169) | public string GetModelPath(string modelUrl) method Validate (line 195) | public void Validate(IProgressChannel pch, IChannel ch, int epoch) method InitializeDataGetters (line 223) | private protected abstract void InitializeDataGetters(IDataView inpu... method ValidateStep (line 225) | private bool ValidateStep(DataViewRowCursor cursor, method RunModelAndUpdateValidationStats (line 267) | private protected abstract void RunModelAndUpdateValidationStats(ref... method Train (line 269) | public void Train(IHost host, IDataView input) method TrainStep (line 299) | private bool TrainStep(IHost host, method RunModelAndBackPropagate (line 345) | private protected abstract void RunModelAndBackPropagate(ref List : To... method Fit (line 24) | public abstract TorchSharpBaseTransformer Fit(IDataView input); method GetOutputSchema (line 26) | public abstract SchemaShape GetOutputSchema(SchemaShape inputSchema); class Options (line 28) | public abstract class Options : TransformInputBase method TorchSharpBaseTrainer (line 87) | internal TorchSharpBaseTrainer(IHostEnvironment env, Options options) method Fit (line 97) | public override TorchSharpBaseTransformer Fit(IDataView input) method CheckInputSchema (line 128) | private protected abstract void CheckInputSchema(SchemaShape inputSche... method CreateTransformer (line 129) | private protected abstract TorchSharpBaseTransformer par... method GetRowCountAndSetLabelCount (line 166) | private protected abstract int GetRowCountAndSetLabelCount(IDataView... method CreateModule (line 167) | private protected abstract Module CreateModule(IChannel ch, IDataVie... method GetModelPath (line 169) | public string GetModelPath(string modelUrl) method Validate (line 195) | public void Validate(IProgressChannel pch, IChannel ch, int epoch) method InitializeDataGetters (line 223) | private protected abstract void InitializeDataGetters(IDataView inpu... method ValidateStep (line 225) | private bool ValidateStep(DataViewRowCursor cursor, method RunModelAndUpdateValidationStats (line 267) | private protected abstract void RunModelAndUpdateValidationStats(ref... method Train (line 269) | public void Train(IHost host, IDataView input) method TrainStep (line 299) | private bool TrainStep(IHost host, method RunModelAndBackPropagate (line 345) | private protected abstract void RunModelAndBackPropagate(ref List(DataViewSchema.DetachedColum... method TorchSharpBaseMapper (line 455) | public TorchSharpBaseMapper(TorchSharpBaseTransformer GetScoreColumnSetId(DataViewSche... method MakeGetter (line 485) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method CreateGetter (line 488) | private protected abstract Delegate CreateGetter(DataViewRow input, ... method CreateGetters (line 490) | public override Delegate[] CreateGetters(DataViewRow input, Func : TensorCacher method TensorCacher (line 520) | public TensorCacher() method Dispose (line 525) | public abstract void Dispose(); method DisposeCore (line 526) | public abstract void DisposeCore(); method TensorCacher (line 534) | public TensorCacher() : base() method Dispose (line 541) | public override void Dispose() method SaveModel (line 551) | private protected override void SaveModel(ModelSaveContext ctx) => P... method Dispose (line 555) | protected virtual void Dispose(bool disposing) method Dispose (line 575) | public override void Dispose() class TorchSharpBaseTransformer (line 378) | public abstract class TorchSharpBaseTransformer ... method TorchSharpBaseTransformer (line 371) | private protected TorchSharpBaseTransformer(IHost host) : base(host) method Dispose (line 375) | public abstract void Dispose(); method TorchSharpBaseTransformer (line 388) | internal TorchSharpBaseTransformer(IHostEnvironment env, TorchSharpBas... method GetOutputSchema (line 403) | public SchemaShape GetOutputSchema(SchemaShape inputSchema) method CheckInputSchema (line 412) | private protected abstract void CheckInputSchema(SchemaShape inputSche... method GetOutputSchemaCore (line 413) | private protected abstract SchemaShape GetOutputSchemaCore(SchemaShape... method SaveModel (line 414) | private protected abstract override void SaveModel(ModelSaveContext ctx); method SaveBaseModel (line 416) | private protected void SaveBaseModel(ModelSaveContext ctx, VersionInfo... method GetRowMapper (line 438) | private protected abstract IRowMapper GetRowMapper(TorchSharpBaseTrans... method MakeRowMapper (line 440) | private protected override IRowMapper MakeRowMapper(DataViewSchema sch... class TorchSharpBaseMapper (line 442) | private protected abstract class TorchSharpBaseMapper : MapperBase method GetLabelAnnotations (line 450) | private Delegate GetLabelAnnotations(DataViewSchema.DetachedColum... method TorchSharpBaseMapper (line 455) | public TorchSharpBaseMapper(TorchSharpBaseTransformer GetScoreColumnSetId(DataViewSche... method MakeGetter (line 485) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method CreateGetter (line 488) | private protected abstract Delegate CreateGetter(DataViewRow input, ... method CreateGetters (line 490) | public override Delegate[] CreateGetters(DataViewRow input, Func : TensorCacher method TensorCacher (line 520) | public TensorCacher() method Dispose (line 525) | public abstract void Dispose(); method DisposeCore (line 526) | public abstract void DisposeCore(); method TensorCacher (line 534) | public TensorCacher() : base() method Dispose (line 541) | public override void Dispose() method SaveModel (line 551) | private protected override void SaveModel(ModelSaveContext ctx) => P... method Dispose (line 555) | protected virtual void Dispose(bool disposing) method Dispose (line 575) | public override void Dispose() FILE: src/Microsoft.ML.TorchSharp/TorchSharpCatalog.cs class TorchSharpCatalog (line 22) | public static class TorchSharpCatalog method TextClassification (line 40) | public static TextClassificationTrainer TextClassification( method TextClassification (line 61) | public static TextClassificationTrainer TextClassification( method SentenceSimilarity (line 81) | public static SentenceSimilarityTrainer SentenceSimilarity( method SentenceSimilarity (line 101) | public static SentenceSimilarityTrainer SentenceSimilarity( method ObjectDetection (line 119) | public static ObjectDetectionTrainer ObjectDetection( method ObjectDetection (line 136) | public static ObjectDetectionTrainer ObjectDetection( method EvaluateObjectDetection (line 152) | public static ObjectDetectionMetrics EvaluateObjectDetection( method NameEntityRecognition (line 176) | [Obsolete("Please use NamedEntityRecognition method instead", false)] method NameEntityRecognition (line 195) | [Obsolete("Please use NamedEntityRecognition method instead", false)] method NamedEntityRecognition (line 216) | public static NerTrainer NamedEntityRecognition( method NamedEntityRecognition (line 233) | public static NerTrainer NamedEntityRecognition( method QuestionAnswer (line 257) | public static QATrainer QuestionAnswer( method QuestionAnswer (line 280) | public static QATrainer QuestionAnswer( FILE: src/Microsoft.ML.TorchSharp/Utils/DataUtils.cs class DataUtils (line 15) | internal class DataUtils method CollateTokens (line 17) | public static torch.Tensor CollateTokens(IList values, i... method CopyTensor (line 51) | private static void CopyTensor(torch.Tensor src, torch.Tensor dst, method Concat (line 77) | public static T[] Concat(ReadOnlySpan s1, ReadOnlySpan s2) method Concat (line 85) | public static T[] Concat(ReadOnlySpan s1, ReadOnlySpan s2, Re... method Concat (line 94) | public static T[] Concat(ReadOnlySpan s1, T s2) method Concat (line 102) | public static T[] Concat(ReadOnlySpan s1, T s2, T s3) FILE: src/Microsoft.ML.TorchSharp/Utils/DefaultDictionary.cs class DefaultDictionary (line 18) | [Serializable] method DefaultDictionary (line 24) | public DefaultDictionary(Func init) method GetEnumerator (line 45) | public IEnumerator> GetEnumerator() method GetEnumerator (line 50) | IEnumerator IEnumerable.GetEnumerator() method Add (line 55) | public void Add(KeyValuePair item) method Clear (line 60) | public void Clear() method Contains (line 65) | public bool Contains(KeyValuePair item) method CopyTo (line 70) | public void CopyTo(KeyValuePair[] array, int arrayIndex) method Remove (line 75) | public bool Remove(KeyValuePair item) method Add (line 84) | public void Add(TKey key, TValue value) method ContainsKey (line 89) | public bool ContainsKey(TKey key) method Remove (line 94) | public bool Remove(TKey key) method TryGetValue (line 99) | public bool TryGetValue(TKey key, out TValue value) FILE: src/Microsoft.ML.TorchSharp/Utils/FileUtils.cs class FileUtils (line 16) | internal static class FileUtils method LoadNumberArrayFromStream (line 42) | public static IEnumerable LoadNumberArrayFromStream(Stream strea... FILE: src/Microsoft.ML.TorchSharp/Utils/HashHelpers.cs class HashHelpers (line 7) | internal static class HashHelpers method Combine (line 9) | public static int Combine(int h1, int h2) FILE: src/Microsoft.ML.TorchSharp/Utils/ImageUtils.cs class ImageUtils (line 15) | internal class ImageUtils method Postprocess (line 18) | public static void Postprocess(Tensor imgBatch, Tensor classification,... method Nms (line 106) | private static Tensor Nms(Tensor boxes, Tensor scores, double iouThres... method TransformBbox (line 163) | private static Tensor TransformBbox(Tensor boxes, Tensor deltas) method ClipBoxes (line 204) | private static Tensor ClipBoxes(Tensor boxes, Tensor img) FILE: src/Microsoft.ML.TorchSharp/Utils/IntrinsicAttribute.cs class IntrinsicAttribute (line 14) | [AttributeUsage(AttributeTargets.Class | AttributeTargets.Struct | Attri... FILE: src/Microsoft.ML.TorchSharp/Utils/MethodTable.cs type MethodTable (line 14) | [StructLayout(LayoutKind.Explicit)] method AreSameType (line 136) | internal static bool AreSameType(MethodTable* mt1, MethodTable* mt2) =... method GetNumInstanceFieldBytes (line 180) | [MethodImpl(MethodImplOptions.InternalCall)] FILE: src/Microsoft.ML.TorchSharp/Utils/MetricUtils.cs class MetricUtils (line 14) | internal class MetricUtils method ComputeTopKSpansWithScore (line 23) | public static IList<(int start, int end, float score)> ComputeTopKSpan... FILE: src/Microsoft.ML.TorchSharp/Utils/ModelUtils.cs class ModelUtils (line 15) | internal static class ModelUtils method InitXavierUniform (line 17) | public static void InitXavierUniform(torch.Tensor tensor, double gain ... method InitConstant (line 22) | public static void InitConstant(torch.Tensor tensor, Scalar val) method InitNormal (line 27) | public static void InitNormal(torch.Tensor tensor, double mean = 0, do... method InitZeros (line 32) | public static void InitZeros(torch.Tensor tensor) method FreezeModuleParams (line 37) | public static void FreezeModuleParams(ModuleList modu... method FreezeModuleParams (line 45) | public static void FreezeModuleParams(torch.nn.Module module) FILE: src/Microsoft.ML.TorchSharp/Utils/RangeUtil.cs class RangeUtil (line 10) | internal static class RangeUtil method ToTensorIndex (line 12) | public static TensorIndex ToTensorIndex(this Range range) FILE: src/Microsoft.ML.TorchSharp/Utils/TorchUtils.cs class TorchUtils (line 14) | internal static class TorchUtils method DisposeDictionaryWithTensor (line 16) | public static void DisposeDictionaryWithTensor(Dictiona... method InitializeDevice (line 37) | public static torch.Device InitializeDevice(IHostEnvironment env) FILE: src/Microsoft.ML.Transforms/CategoricalCatalog.cs class CategoricalCatalog (line 16) | public static class CategoricalCatalog method OneHotEncoding (line 43) | public static OneHotEncodingEstimator OneHotEncoding(this TransformsCa... method OneHotEncoding (line 77) | public static OneHotEncodingEstimator OneHotEncoding(this TransformsCa... method OneHotEncoding (line 95) | [BestFriend] method OneHotEncoding (line 107) | [BestFriend] method OneHotHashEncoding (line 139) | public static OneHotHashEncodingEstimator OneHotHashEncoding(this Tran... method OneHotHashEncoding (line 176) | public static OneHotHashEncodingEstimator OneHotHashEncoding(this Tran... method OneHotHashEncoding (line 195) | [BestFriend] FILE: src/Microsoft.ML.Transforms/CompositeTransformer.cs class CompositeTransformer (line 18) | internal static class CompositeTransformer method GetVersionInfo (line 23) | private static VersionInfo GetVersionInfo() method Create (line 35) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... FILE: src/Microsoft.ML.Transforms/ConversionsCatalog.cs class ConversionsCatalog (line 15) | public static class ConversionsCatalog method MapKeyToBinaryVector (line 23) | [BestFriend] method MapKeyToBinaryVector (line 46) | public static KeyToBinaryVectorMappingEstimator MapKeyToBinaryVector(t... FILE: src/Microsoft.ML.Transforms/CountFeatureSelection.cs class CountFeatureSelectingEstimator (line 67) | public sealed class CountFeatureSelectingEstimator : IEstimator(DataViewRow row, Da... method GetVecAggregator (line 364) | private static CountAggregator GetVecAggregator(DataViewRow row, Vecto... method GetVecAggregator (line 371) | private static CountAggregator GetVecAggregator(DataViewRow row, Ve... class CountAggregator (line 376) | private abstract class CountAggregator method ProcessValue (line 379) | public abstract void ProcessValue(); method CountAggregator (line 390) | public CountAggregator(DataViewType type, ValueGetter getter) method CountAggregator (line 407) | public CountAggregator(VectorDataViewType type, ValueGetter value) method Finish (line 442) | public void Finish() class CountAggregator (line 382) | private sealed class CountAggregator : CountAggregator, IColumnAggr... method ProcessValue (line 379) | public abstract void ProcessValue(); method CountAggregator (line 390) | public CountAggregator(DataViewType type, ValueGetter getter) method CountAggregator (line 407) | public CountAggregator(VectorDataViewType type, ValueGetter value) method Finish (line 442) | public void Finish() FILE: src/Microsoft.ML.Transforms/CustomMappingCatalog.cs class CustomMappingCatalog (line 16) | public static class CustomMappingCatalog method CustomMapping (line 44) | public static CustomMappingEstimator CustomMapping State... method FilterByCustomPredicate (line 81) | public static IDataView FilterByCustomPredicate(this DataOperati... method FilterByStatefulCustomPredicate (line 95) | public static IDataView FilterByStatefulCustomPredicate(... FILE: src/Microsoft.ML.Transforms/CustomMappingFactory.cs class CustomMappingFactoryAttributeAttribute (line 12) | [AttributeUsage(AttributeTargets.Class)] method CustomMappingFactoryAttributeAttribute (line 15) | public CustomMappingFactoryAttributeAttribute(string contractName) type ICustomMappingFactory (line 21) | internal interface ICustomMappingFactory method CreateTransformer (line 23) | ITransformer CreateTransformer(IHostEnvironment env, string contractNa... class CustomMappingFactory (line 31) | public abstract class CustomMappingFactory : ICustomMappingF... method GetMapping (line 38) | public abstract Action GetMapping(); method CreateTransformer (line 40) | ITransformer ICustomMappingFactory.CreateTransformer(IHostEnvironment ... class StatefulCustomMappingFactory (line 53) | public abstract class StatefulCustomMappingFactory :... method GetMapping (line 62) | public abstract Action GetMapping(); method GetStateInitAction (line 67) | public abstract Action GetStateInitAction(); method CreateTransformer (line 69) | ITransformer ICustomMappingFactory.CreateTransformer(IHostEnvironment ... FILE: src/Microsoft.ML.Transforms/CustomMappingFilter.cs class CustomMappingFilterBase (line 14) | internal abstract class CustomMappingFilterBase : IDataView method CustomMappingFilterBase (line 25) | private protected CustomMappingFilterBase(IHostEnvironment env, IDataV... method GetRowCount (line 35) | public long? GetRowCount() => null; method GetRowCursor (line 37) | public DataViewRowCursor GetRowCursor(IEnumerable : CustomMappingFilterBas... method CustomMappingFilter (line 61) | public CustomMappingFilter(IHostEnvironment env, IDataView input, Func... method GetRowCursorCore (line 68) | protected override DataViewRowCursor GetRowCursorCore(DataViewRowCurso... method GetRowCursorSet (line 73) | public override DataViewRowCursor[] GetRowCursorSet(IEnumerable parent, DataViewRowCursor in... method Accept (line 122) | protected override bool Accept() class StatefulCustomMappingFilter (line 129) | internal sealed class StatefulCustomMappingFilter : Custom... method StatefulCustomMappingFilter (line 138) | public StatefulCustomMappingFilter(IHostEnvironment env, IDataView inp... method GetRowCursorCore (line 148) | protected override DataViewRowCursor GetRowCursorCore(DataViewRowCurso... method GetRowCursorSet (line 153) | public override DataViewRowCursor[] GetRowCursorSet(IEnumerable parent, Data... method Accept (line 190) | protected override bool Accept() FILE: src/Microsoft.ML.Transforms/CustomMappingTransformer.cs class CustomMappingTransformer (line 18) | public sealed class CustomMappingTransformer : ITransformer method CustomMappingTransformer (line 44) | internal CustomMappingTransformer(IHostEnvironment env, Action SaveModel(ctx); method SaveModel (line 68) | internal void SaveModel(ModelSaveContext ctx) method GetOutputSchema (line 79) | public DataViewSchema GetOutputSchema(DataViewSchema inputSchema) method Transform (line 90) | public IDataView Transform(IDataView input) method GetRowToRowMapper (line 101) | IRowToRowMapper ITransformer.GetRowToRowMapper(DataViewSchema inputSch... method MakeRowMapper (line 108) | private IRowMapper MakeRowMapper(DataViewSchema schema) => new Mapper(... class Mapper (line 110) | private sealed class Mapper : IRowMapper method Mapper (line 117) | public Mapper(CustomMappingTransformer parent, DataViewS... method CreateGetters (line 130) | Delegate[] IRowMapper.CreateGetters(DataViewRow input, Func(DataViewRow input, int colIndex, Ac... method GetDependencies (line 177) | Func IRowMapper.GetDependencies(Func activeOut... method GetOutputColumns (line 188) | DataViewSchema.DetachedColumn[] IRowMapper.GetOutputColumns() method Save (line 195) | void ICanSaveModel.Save(ModelSaveContext ctx) method GetTransformer (line 198) | public ITransformer GetTransformer() class CustomMappingEstimator (line 230) | public sealed class CustomMappingEstimator : TrivialEstimato... method CustomMappingEstimator (line 242) | internal CustomMappingEstimator(IHostEnvironment env, Action[][] tables, float[] priorCo... method Create (line 67) | public static CMCountTable Create(IHostEnvironment env, ModelLoadConte... method CMCountTable (line 75) | private CMCountTable(IHostEnvironment env, ModelLoadContext ctx) method Save (line 111) | public override void Save(ModelSaveContext ctx) method GetCounts (line 145) | public override void GetCounts(long key, Span counts) method ToBuilder (line 166) | public override InternalCountTableBuilderBase ToBuilder(long labelCard... class CMCountTableBuilder (line 172) | internal sealed class CMCountTableBuilder : CountTableBuilderBase class Options (line 177) | [TlcModule.Component(Name = "CMSketch", FriendlyName = "Count Min Tabl... method CreateComponent (line 188) | public CountTableBuilderBase CreateComponent(IHostEnvironment env) method CMCountTableBuilder (line 197) | public CMCountTableBuilder(int depth = 4, int width = 1 << 23) method CMCountTableBuilder (line 205) | internal CMCountTableBuilder(IHostEnvironment env, Options options) method GetInternalBuilder (line 210) | internal override InternalCountTableBuilderBase GetInternalBuilder(lon... class Builder (line 212) | internal sealed class Builder : InternalCountTableBuilderBase method Builder (line 218) | public Builder(long labelCardinality, int depth, int width) method Builder (line 236) | public Builder(CMCountTable table, long labelCardinality) method CreateCountTable (line 260) | internal override CountTableBase CreateCountTable() method IncrementCore (line 280) | protected override void IncrementCore(long key, long labelKey) FILE: src/Microsoft.ML.Transforms/Dracula/CountTable.cs type ICountTable (line 13) | internal interface ICountTable method GetCounts (line 18) | void GetCounts(long key, Span counts); class CountTableBase (line 34) | internal abstract class CountTableBase : ICountTable, ICanSaveModel method CountTableBase (line 47) | protected CountTableBase(int labelCardinality, float[] priorCounts, fl... method CountTableBase (line 82) | protected CountTableBase(IHostEnvironment env, string name, ModelLoadC... method GetCounts (line 113) | public abstract void GetCounts(long key, Span counts); method Save (line 115) | public virtual void Save(ModelSaveContext ctx) method ToBuilder (line 146) | public abstract InternalCountTableBuilderBase ToBuilder(long labelCard... FILE: src/Microsoft.ML.Transforms/Dracula/CountTableBuilder.cs type ICountTableBuilderFactory (line 10) | [TlcModule.ComponentKind("CountTableBuilder")] class CountTableBuilderBase (line 19) | internal abstract class CountTableBuilderBase method CountTableBuilderBase (line 21) | private protected CountTableBuilderBase() method GetInternalBuilder (line 25) | internal abstract InternalCountTableBuilderBase GetInternalBuilder(lon... method CreateCMCountTableBuilder (line 33) | public static CountTableBuilderBase CreateCMCountTableBuilder(int dept... method CreateDictionaryCountTableBuilder (line 41) | public static CountTableBuilderBase CreateDictionaryCountTableBuilder(... class InternalCountTableBuilderBase (line 45) | internal abstract class InternalCountTableBuilderBase method InternalCountTableBuilderBase (line 50) | protected InternalCountTableBuilderBase(long labelCardinality) method Increment (line 58) | internal void Increment(long key, long labelKey) method IncrementCore (line 66) | protected abstract void IncrementCore(long key, long labelKey); method CreateCountTable (line 68) | internal abstract CountTableBase CreateCountTable(); FILE: src/Microsoft.ML.Transforms/Dracula/CountTableTransformer.cs class CountTableEstimator (line 34) | internal sealed class CountTableEstimator : IEstimator GetLabelGetter(DataViewRow row, DataViewSche... method IncrementVec (line 279) | private void IncrementVec(MultiCountTableBuilderBase builder, int iCol... method CheckLabelType (line 296) | private void CheckLabelType(RoleMappedData data, out int labelCardinal... method InitLabelClassNames (line 309) | private static string[] InitLabelClassNames(IExceptionContext ectx, Da... method GetOutputSchema (line 320) | public SchemaShape GetOutputSchema(SchemaShape inputSchema) class CountTableTransformer (line 352) | internal sealed class CountTableTransformer : OneToOneTransformerBase, I... class Options (line 354) | internal sealed class Options : TransformInputBase class Column (line 381) | internal sealed class Column : OneToOneColumn method Parse (line 395) | public static Column Parse(string str) method TryUnparse (line 403) | public bool TryUnparse(StringBuilder sb) class Defaults (line 412) | internal static class Defaults method GetVersionInfo (line 430) | private static VersionInfo GetVersionInfo() method CountTableTransformer (line 441) | internal CountTableTransformer(IHostEnvironment env, CountTargetEncodi... method Create (line 455) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Create (line 459) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method Create (line 463) | internal static IDataTransform Create(IHostEnvironment env, Options op... method Create (line 518) | internal static CountTableTransformer Create(IHostEnvironment env, Mod... method CountTableTransformer (line 529) | private CountTableTransformer(IHost host, ModelLoadContext ctx) method SaveModel (line 557) | private protected override void SaveModel(ModelSaveContext ctx) method TransformForTrainingPipeline (line 588) | IDataView ITransformerWithDifferentMappingAtTrainingTime.TransformForT... method MakeRowMapper (line 593) | private protected override IRowMapper MakeRowMapper(DataViewSchema sch... method MakeRowMapperWithNoise (line 595) | private IRowMapper MakeRowMapperWithNoise(DataViewSchema schema) => ne... class Mapper (line 597) | private sealed class Mapper : OneToOneMapperBase method Mapper (line 602) | public Mapper(CountTableTransformer parent, DataViewSchema schema, b... method GetOutputColumnsCore (line 609) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... method GetSlotNamesGetter (line 633) | private ValueGetter>> GetSlotNamesGette... method MakeGetter (line 672) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method ConstructSingleGetter (line 680) | private ValueGetter> ConstructSingleGetter(DataViewRo... method ConstructVectorGetter (line 697) | private ValueGetter> ConstructVectorGetter(DataViewRo... class CountTable (line 735) | internal static class CountTable method Create (line 737) | [TlcModule.EntryPoint(Name = "Transforms.CountTableBuilder", Desc = Co... FILE: src/Microsoft.ML.Transforms/Dracula/CountTargetEncodingTransformer.cs class CountTargetEncodingEstimator (line 49) | internal class CountTargetEncodingEstimator : IEstimator[] counts, int labelCardi... method Create (line 56) | public static DictCountTable Create(IHostEnvironment env, ModelLoadCon... method DictCountTable (line 64) | private DictCountTable(IHostEnvironment env, ModelLoadContext ctx) method Save (line 91) | public override void Save(ModelSaveContext ctx) method GetCounts (line 116) | public override void GetCounts(long key, Span counts) method ToBuilder (line 128) | public override InternalCountTableBuilderBase ToBuilder(long labelCard... class DictCountTableBuilder (line 134) | internal sealed class DictCountTableBuilder : CountTableBuilderBase class Arguments (line 138) | [TlcModule.Component(Name = "Dict", FriendlyName = "Dictionary Based C... method CreateComponent (line 145) | public CountTableBuilderBase CreateComponent(IHostEnvironment env) method DictCountTableBuilder (line 153) | private DictCountTableBuilder(IHostEnvironment env, Arguments args) method DictCountTableBuilder (line 158) | internal DictCountTableBuilder(float garbageThreshold) method GetInternalBuilder (line 164) | internal override InternalCountTableBuilderBase GetInternalBuilder(lon... class Builder (line 166) | public sealed class Builder : InternalCountTableBuilderBase method Builder (line 171) | public Builder(long labelCardinality, float garbageThreshold) method Builder (line 181) | public Builder(DictCountTable table, long labelCardinality) method CreateCountTable (line 198) | internal override CountTableBase CreateCountTable() method IncrementCore (line 223) | protected override void IncrementCore(long key, long labelKey) method ProcessGarbage (line 230) | private void ProcessGarbage(Dictionary[] outputTables, ... FILE: src/Microsoft.ML.Transforms/Dracula/Featurizer.cs class CountTargetEncodingFeaturizer (line 18) | internal sealed class CountTargetEncodingFeaturizer : ICanSaveModel method GetVersionInfo (line 30) | private static VersionInfo GetVersionInfo() method CountTargetEncodingFeaturizer (line 45) | public CountTargetEncodingFeaturizer(IHostEnvironment env, float[] pri... method CountTargetEncodingFeaturizer (line 63) | public CountTargetEncodingFeaturizer(IHostEnvironment env, ModelLoadCo... method Save (line 96) | public void Save(ModelSaveContext ctx) method GetFeatureNames (line 118) | public void GetFeatureNames(string[] classNames, ref VBuffer counts) FILE: src/Microsoft.ML.Transforms/EntryPoints/SelectFeatures.cs class SelectFeatures (line 14) | internal static class SelectFeatures method CountSelect (line 16) | [TlcModule.EntryPoint(Name = "Transforms.FeatureSelectorByCount", method MutualInformationSelect (line 30) | [TlcModule.EntryPoint(Name = "Transforms.FeatureSelectorByMutualInform... FILE: src/Microsoft.ML.Transforms/EntryPoints/TextAnalytics.cs class TextAnalytics (line 18) | internal static class TextAnalytics method TextTransform (line 20) | [TlcModule.EntryPoint(Name = "Transforms.TextFeaturizer", method DelimitedTokenizeTransform (line 35) | [TlcModule.EntryPoint(Name = "Transforms.WordTokenizer", method NGramTransform (line 50) | [TlcModule.EntryPoint(Name = "Transforms.NGramTranslator", method TermTransform (line 65) | [TlcModule.EntryPoint(Name = "Transforms.Dictionarizer", method AnalyzeSentiment (line 80) | [TlcModule.EntryPoint(Name = "Transforms.SentimentAnalyzer", method CharTokenize (line 95) | [TlcModule.EntryPoint(Name = "Transforms.CharacterTokenizer", method LightLda (line 113) | [TlcModule.EntryPoint(Name = "Transforms.LightLda", method WordEmbeddings (line 134) | [TlcModule.EntryPoint(Name = "Transforms.WordEmbeddings", FILE: src/Microsoft.ML.Transforms/Expression/BuiltinFunctions.cs class FunctionProviderUtils (line 28) | internal static class FunctionProviderUtils method IsNA (line 33) | public static bool IsNA(object v) method GetNA (line 50) | public static object GetNA(Type type) method Ret (line 63) | public static MethodInfo[] Ret(params MethodInfo[] funcs) method Fn (line 72) | public static MethodInfo Fn(Func fn) method Fn (line 82) | public static MethodInfo Fn(Func fn) method Fn (line 92) | public static MethodInfo Fn(Func fn) method Fn (line 102) | public static MethodInfo Fn(Func fn) class BuiltinFunctions (line 113) | internal sealed class BuiltinFunctions : IFunctionProvider method Id (line 131) | private static MethodInfo Id() method Id (line 139) | private static void Id(T src) { } method Lookup (line 141) | public MethodInfo[] Lookup(string name) method ResolveToConstant (line 368) | public object ResolveToConstant(string name, MethodInfo fn, object[] v... method Pi (line 424) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method NA (line 430) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method NA (line 436) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Default (line 442) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Default (line 448) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Default (line 454) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Default (line 460) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Default (line 466) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Default (line 472) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Sign (line 478) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Sign (line 486) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Sign (line 494) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Sign (line 500) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Pow (line 506) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Exp (line 512) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Log (line 518) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Log (line 524) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Deg (line 530) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Deg (line 536) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Rad (line 542) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Rad (line 548) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Sin (line 554) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Sin (line 560) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method SinD (line 566) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method SinD (line 572) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Cos (line 578) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Cos (line 584) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method CosD (line 590) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method CosD (line 596) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Tan (line 602) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method TanD (line 608) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method TanD (line 614) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Asin (line 620) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Acos (line 626) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Atan (line 632) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Atan2 (line 638) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Atan2 (line 648) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Sinh (line 658) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Cosh (line 664) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Tanh (line 670) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Sqrt (line 676) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Truncate (line 682) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Floor (line 688) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Ceiling (line 694) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Round (line 700) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Lower (line 706) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Upper (line 716) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Empty (line 727) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Concat (line 733) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Concat (line 746) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Concat (line 756) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Len (line 773) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method NormalizeIndex (line 790) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Right (line 804) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Left (line 812) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Mid (line 820) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method IsNA (line 832) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method IsNA (line 838) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method ToBL (line 844) | public static BL ToBL(TX a) method ToI4 (line 851) | public static I4 ToI4(TX a) method ToI8 (line 858) | public static I8 ToI8(TX a) method ToR4 (line 865) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method ToR4 (line 874) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method ToR4 (line 880) | public static R4 ToR4(TX a) method ToR8 (line 887) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method ToR8 (line 893) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method ToR8 (line 902) | public static R8 ToR8(TX a) method ToTX (line 909) | public static TX ToTX(I4 src) => src.ToString().AsMemory(); method ToTX (line 910) | public static TX ToTX(I8 src) => src.ToString().AsMemory(); method ToTX (line 911) | public static TX ToTX(R4 src) => src.ToString("R", CultureInfo.Invaria... method ToTX (line 912) | public static TX ToTX(R8 src) => src.ToString("G17", CultureInfo.Invar... method ToTX (line 913) | public static TX ToTX(BL src) method Equals (line 921) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method NotEquals (line 927) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Not (line 933) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method False (line 939) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method True (line 945) | [MethodImpl(MethodImplOptions.AggressiveInlining)] method Pow (line 957) | public static I4 Pow(I4 a, I4 b) method Pow (line 1027) | public static I8 Pow(I8 a, I8 b) FILE: src/Microsoft.ML.Transforms/Expression/CharCursor.cs class CharCursor (line 9) | internal sealed class CharCursor method CharCursor (line 27) | public CharCursor(string text) method CharCursor (line 32) | public CharCursor(string text, int ichMin, int ichLim) method CharCursor (line 37) | private CharCursor(char[] buffer, int ichLimInit) method ChNext (line 52) | public char ChNext() method ChPeek (line 69) | public char ChPeek(int dich) method EnsureMore (line 88) | private bool EnsureMore() FILE: src/Microsoft.ML.Transforms/Expression/CodeGen.cs class LambdaCompiler (line 21) | internal sealed partial class LambdaCompiler : IDisposable method Compile (line 29) | public static Delegate Compile(out List errors, LambdaNode node) method LambdaCompiler (line 37) | private LambdaCompiler(LambdaNode node) method Do (line 79) | private Delegate Do(out List errors) method Dispose (line 92) | public void Dispose() class Visitor (line 100) | private sealed class Visitor : ExprVisitor class CachedWithLocal (line 109) | private sealed class CachedWithLocal method CachedWithLocal (line 122) | public CachedWithLocal(WithLocalNode node, LocalBuilder value, Loc... method Visitor (line 140) | public Visitor(MethodGenerator meth) method GetErrors (line 148) | public List GetErrors() method DoConvert (line 153) | private void DoConvert(ExprNode node) method PostError (line 211) | private void PostError(Node node) method PostError (line 216) | private void PostError(Node node, string msg) method PostError (line 221) | private void PostError(Node node, string msg, params object[] args) method TryUseValue (line 226) | private bool TryUseValue(ExprNode node) method Visit (line 275) | public override void Visit(BoolLitNode node) method Visit (line 282) | public override void Visit(StrLitNode node) method Visit (line 292) | public override void Visit(NumLitNode node) method Visit (line 322) | public override void Visit(IdentNode node) method PreVisit (line 397) | public override bool PreVisit(UnaryOpNode node) method PostVisit (line 404) | public override void PostVisit(UnaryOpNode node) method PreVisit (line 446) | public override bool PreVisit(BinaryOpNode node) method GenBoolBinOp (line 501) | private void GenBoolBinOp(BinaryOpNode node) method GenNumBinOp (line 531) | private void GenNumBinOp(BinaryOpNode node) method GenBL (line 667) | private void GenBL(BL value) method CallFnc (line 677) | private void CallFnc(Func fn) method CallFnc (line 682) | private void CallFnc(Func fn) method CallBin (line 687) | private void CallBin(Func fn) method GenCoalesce (line 692) | private void GenCoalesce(BinaryOpNode node) method PostVisit (line 711) | public override void PostVisit(BinaryOpNode node) method PreVisit (line 716) | public override bool PreVisit(ConditionalNode node) method PostVisit (line 753) | public override void PostVisit(ConditionalNode node) method PreVisit (line 758) | public override bool PreVisit(CompareNode node) method GenRaw (line 962) | private void GenRaw(ExprNode node) method GenBrNa (line 1019) | private void GenBrNa(ExprNode node, Label labNa, bool dup = true) method GenBrNaCore (line 1029) | private void GenBrNaCore(ExprNode node, ExprTypeKind kind, Label lab... method GenCmpBool (line 1053) | private void GenCmpBool(CompareOp op, bool isStrict) method GenCmpInt (line 1073) | private void GenCmpInt(CompareOp op, bool isStrict) method GenCmpFloat (line 1105) | private void GenCmpFloat(CompareOp op, bool isStrict) method GenCmpBool (line 1134) | private void GenCmpBool(CompareOp op, bool isStrict, Label labFalse) method GenCmpText (line 1151) | private void GenCmpText(CompareOp op, bool isStrict, Label labFalse) method GenCmpInt (line 1171) | private void GenCmpInt(CompareOp op, bool isStrict, Label labFalse) method GenCmpFloat (line 1200) | private void GenCmpFloat(CompareOp op, bool isStrict, Label labFalse) method PostVisit (line 1229) | public override void PostVisit(CompareNode node) method PreVisit (line 1234) | public override bool PreVisit(CallNode node) method PostVisit (line 1298) | public override void PostVisit(CallNode node) method PostVisit (line 1303) | public override void PostVisit(ListNode node) method PreVisit (line 1308) | public override bool PreVisit(WithNode node) method PostVisit (line 1410) | public override void PostVisit(WithNode node) method PreVisit (line 1415) | public override bool PreVisit(WithLocalNode node) method PostVisit (line 1421) | public override void PostVisit(WithLocalNode node) class LambdaCompiler (line 98) | internal sealed partial class LambdaCompiler method Compile (line 29) | public static Delegate Compile(out List errors, LambdaNode node) method LambdaCompiler (line 37) | private LambdaCompiler(LambdaNode node) method Do (line 79) | private Delegate Do(out List errors) method Dispose (line 92) | public void Dispose() class Visitor (line 100) | private sealed class Visitor : ExprVisitor class CachedWithLocal (line 109) | private sealed class CachedWithLocal method CachedWithLocal (line 122) | public CachedWithLocal(WithLocalNode node, LocalBuilder value, Loc... method Visitor (line 140) | public Visitor(MethodGenerator meth) method GetErrors (line 148) | public List GetErrors() method DoConvert (line 153) | private void DoConvert(ExprNode node) method PostError (line 211) | private void PostError(Node node) method PostError (line 216) | private void PostError(Node node, string msg) method PostError (line 221) | private void PostError(Node node, string msg, params object[] args) method TryUseValue (line 226) | private bool TryUseValue(ExprNode node) method Visit (line 275) | public override void Visit(BoolLitNode node) method Visit (line 282) | public override void Visit(StrLitNode node) method Visit (line 292) | public override void Visit(NumLitNode node) method Visit (line 322) | public override void Visit(IdentNode node) method PreVisit (line 397) | public override bool PreVisit(UnaryOpNode node) method PostVisit (line 404) | public override void PostVisit(UnaryOpNode node) method PreVisit (line 446) | public override bool PreVisit(BinaryOpNode node) method GenBoolBinOp (line 501) | private void GenBoolBinOp(BinaryOpNode node) method GenNumBinOp (line 531) | private void GenNumBinOp(BinaryOpNode node) method GenBL (line 667) | private void GenBL(BL value) method CallFnc (line 677) | private void CallFnc(Func fn) method CallFnc (line 682) | private void CallFnc(Func fn) method CallBin (line 687) | private void CallBin(Func fn) method GenCoalesce (line 692) | private void GenCoalesce(BinaryOpNode node) method PostVisit (line 711) | public override void PostVisit(BinaryOpNode node) method PreVisit (line 716) | public override bool PreVisit(ConditionalNode node) method PostVisit (line 753) | public override void PostVisit(ConditionalNode node) method PreVisit (line 758) | public override bool PreVisit(CompareNode node) method GenRaw (line 962) | private void GenRaw(ExprNode node) method GenBrNa (line 1019) | private void GenBrNa(ExprNode node, Label labNa, bool dup = true) method GenBrNaCore (line 1029) | private void GenBrNaCore(ExprNode node, ExprTypeKind kind, Label lab... method GenCmpBool (line 1053) | private void GenCmpBool(CompareOp op, bool isStrict) method GenCmpInt (line 1073) | private void GenCmpInt(CompareOp op, bool isStrict) method GenCmpFloat (line 1105) | private void GenCmpFloat(CompareOp op, bool isStrict) method GenCmpBool (line 1134) | private void GenCmpBool(CompareOp op, bool isStrict, Label labFalse) method GenCmpText (line 1151) | private void GenCmpText(CompareOp op, bool isStrict, Label labFalse) method GenCmpInt (line 1171) | private void GenCmpInt(CompareOp op, bool isStrict, Label labFalse) method GenCmpFloat (line 1200) | private void GenCmpFloat(CompareOp op, bool isStrict, Label labFalse) method PostVisit (line 1229) | public override void PostVisit(CompareNode node) method PreVisit (line 1234) | public override bool PreVisit(CallNode node) method PostVisit (line 1298) | public override void PostVisit(CallNode node) method PostVisit (line 1303) | public override void PostVisit(ListNode node) method PreVisit (line 1308) | public override bool PreVisit(WithNode node) method PostVisit (line 1410) | public override void PostVisit(WithNode node) method PreVisit (line 1415) | public override bool PreVisit(WithLocalNode node) method PostVisit (line 1421) | public override void PostVisit(WithLocalNode node) FILE: src/Microsoft.ML.Transforms/Expression/Error.cs class Error (line 10) | internal sealed class Error method Error (line 17) | public Error(Token tok, string msg) method Error (line 26) | public Error(Token tok, string msg, params object[] args) method GetMessage (line 36) | public string GetMessage() FILE: src/Microsoft.ML.Transforms/Expression/Exec.cs class Exec (line 16) | internal sealed class Exec method Exec (line 23) | private Exec() method ToTX (line 27) | [MethodImpl(MethodImplOptions.AggressiveInlining)] FILE: src/Microsoft.ML.Transforms/Expression/FunctionProvider.cs type IFunctionProvider (line 14) | public interface IFunctionProvider method Lookup (line 28) | MethodInfo[] Lookup(string name); method ResolveToConstant (line 42) | object ResolveToConstant(string name, MethodInfo meth, object[] values); FILE: src/Microsoft.ML.Transforms/Expression/IlGeneratorExtensions.cs class ILGeneratorExtensions (line 32) | internal static class ILGeneratorExtensions method Add (line 34) | public static ILGenerator Add(this ILGenerator il) method Beq (line 41) | public static ILGenerator Beq(this ILGenerator il, Label label) method Bge (line 48) | public static ILGenerator Bge(this ILGenerator il, Label label) method Bge_Un (line 55) | public static ILGenerator Bge_Un(this ILGenerator il, Label label) method Bgt (line 62) | public static ILGenerator Bgt(this ILGenerator il, Label label) method Bgt_Un (line 69) | public static ILGenerator Bgt_Un(this ILGenerator il, Label label) method Ble (line 76) | public static ILGenerator Ble(this ILGenerator il, Label label) method Ble_Un (line 83) | public static ILGenerator Ble_Un(this ILGenerator il, Label label) method Blt (line 90) | public static ILGenerator Blt(this ILGenerator il, Label label) method Blt_Un (line 97) | public static ILGenerator Blt_Un(this ILGenerator il, Label label) method Bne_Un (line 104) | public static ILGenerator Bne_Un(this ILGenerator il, Label label) method Br (line 111) | public static ILGenerator Br(this ILGenerator il, Label label) method Brfalse (line 118) | public static ILGenerator Brfalse(this ILGenerator il, Label label) method Brtrue (line 125) | public static ILGenerator Brtrue(this ILGenerator il, Label label) method Call (line 132) | public static ILGenerator Call(this ILGenerator il, MethodInfo info) method Ceq (line 141) | public static ILGenerator Ceq(this ILGenerator il) method Cgt (line 148) | public static ILGenerator Cgt(this ILGenerator il) method Cgt_Un (line 155) | public static ILGenerator Cgt_Un(this ILGenerator il) method Clt (line 162) | public static ILGenerator Clt(this ILGenerator il) method Clt_Un (line 169) | public static ILGenerator Clt_Un(this ILGenerator il) method Conv_I8 (line 176) | public static ILGenerator Conv_I8(this ILGenerator il) method Conv_R4 (line 183) | public static ILGenerator Conv_R4(this ILGenerator il) method Conv_R8 (line 190) | public static ILGenerator Conv_R8(this ILGenerator il) method Div (line 197) | public static ILGenerator Div(this ILGenerator il) method Dup (line 204) | public static ILGenerator Dup(this ILGenerator il) method Ldarg (line 211) | public static ILGenerator Ldarg(this ILGenerator il, int arg) method Ldc_I4 (line 240) | public static ILGenerator Ldc_I4(this ILGenerator il, int arg) method Ldc_I8 (line 287) | public static ILGenerator Ldc_I8(this ILGenerator il, long arg) method Ldc_R4 (line 294) | public static ILGenerator Ldc_R4(this ILGenerator il, float arg) method Ldc_R8 (line 301) | public static ILGenerator Ldc_R8(this ILGenerator il, double arg) method Ldloc (line 308) | public static ILGenerator Ldloc(this ILGenerator il, LocalBuilder buil... method Ldstr (line 316) | public static ILGenerator Ldstr(this ILGenerator il, string str) method Mul (line 324) | public static ILGenerator Mul(this ILGenerator il) method Mul_Ovf (line 331) | public static ILGenerator Mul_Ovf(this ILGenerator il) method Neg (line 338) | public static ILGenerator Neg(this ILGenerator il) method Newarr (line 345) | public static ILGenerator Newarr(this ILGenerator il, Type type) method Pop (line 353) | public static ILGenerator Pop(this ILGenerator il) method Rem (line 360) | public static ILGenerator Rem(this ILGenerator il) method Ret (line 367) | public static ILGenerator Ret(this ILGenerator il) method Stelem (line 374) | public static ILGenerator Stelem(this ILGenerator il, Type type) method Stloc (line 382) | public static ILGenerator Stloc(this ILGenerator il, LocalBuilder buil... method Sub (line 390) | public static ILGenerator Sub(this ILGenerator il) method Xor (line 397) | public static ILGenerator Xor(this ILGenerator il) FILE: src/Microsoft.ML.Transforms/Expression/KeyWordTable.cs class KeyWordTable (line 14) | internal partial class KeyWordTable type KeyWordKind (line 16) | public struct KeyWordKind method KeyWordKind (line 21) | public KeyWordKind(TokKind kind, bool isContextKeyWord) method KeyWordTable (line 32) | public KeyWordTable(NormStr.Pool pool) method AddKeyWord (line 41) | public void AddKeyWord(string str, TokKind tid) method TryAddPunctuator (line 47) | public bool TryAddPunctuator(string str, TokKind tid) method AddPunctuator (line 80) | public void AddPunctuator(string str, TokKind tid) method IsKeyWord (line 87) | public bool IsKeyWord(NormStr nstr, out KeyWordKind kind) method IsPunctuator (line 93) | public bool IsPunctuator(NormStr nstr, out TokKind tid) FILE: src/Microsoft.ML.Transforms/Expression/LambdaBinder.cs class LambdaBinder (line 22) | internal sealed partial class LambdaBinder : NodeVisitor method LambdaBinder (line 34) | private LambdaBinder(IHostEnvironment env, Action printError) method Run (line 51) | public static void Run(IHostEnvironment env, ref List errors, L... method PostError (line 98) | private void PostError(Node node, string msg) method PostError (line 103) | private void PostError(Node node, string msg, params object[] args) method Visit (line 108) | public override void Visit(BoolLitNode node) method Visit (line 115) | public override void Visit(StrLitNode node) method Visit (line 122) | public override void Visit(NumLitNode node) method Visit (line 132) | public override void Visit(NameNode node) method Visit (line 136) | public override void Visit(IdentNode node) method Visit (line 177) | public override void Visit(ParamNode node) method PreVisit (line 183) | public override bool PreVisit(LambdaNode node) method PostVisit (line 198) | public override void PostVisit(LambdaNode node) method GetStr (line 203) | private string GetStr(ExprTypeKind kind) method BadNum (line 222) | private void BadNum(ExprNode arg) method BadNum (line 229) | private void BadNum(ExprNode node, ExprNode arg) method BadText (line 236) | private void BadText(ExprNode arg) method BadArg (line 243) | private void BadArg(ExprNode arg, ExprTypeKind kind) method PostVisit (line 256) | public override void PostVisit(UnaryOpNode node) method GetBoolOp (line 299) | private BL? GetBoolOp(ExprNode arg) method PostVisit (line 308) | public override void PostVisit(BinaryOpNode node) method ApplyBoolBinOp (line 354) | private void ApplyBoolBinOp(BinaryOpNode node) method ReconcileNumericTypes (line 402) | private void ReconcileNumericTypes(ExprNode a, ExprNode b, out ExprTyp... method ApplyNumericBinOp (line 422) | private void ApplyNumericBinOp(BinaryOpNode node) method ReduceBinOp (line 508) | private void ReduceBinOp(BinaryOpNode node, I4? a, I4? b) method ReduceBinOp (line 546) | private void ReduceBinOp(BinaryOpNode node, I8? a, I8? b) method ReduceBinOp (line 584) | private void ReduceBinOp(BinaryOpNode node, R4? a, R4? b) method ReduceBinOp (line 652) | private void ReduceBinOp(BinaryOpNode node, R8? a, R8? b) method BinOp (line 724) | private I4 BinOp(BinaryOpNode node, I4 v1, I4 v2) method BinOp (line 746) | private I8 BinOp(BinaryOpNode node, I8 v1, I8 v2) method BinOp (line 768) | private R4 BinOp(BinaryOpNode node, R4 v1, R4 v2) method BinOp (line 792) | private R8 BinOp(BinaryOpNode node, R8 v1, R8 v2) method PostVisit (line 817) | public override void PostVisit(ConditionalNode node) method PostVisit (line 966) | public override void PostVisit(CompareNode node) class Candidate (line 1127) | private sealed class Candidate method MatchesArity (line 1135) | public bool MatchesArity(int arity) method TryGetCandidate (line 1153) | public static bool TryGetCandidate(CallNode node, IFunctionProvider ... method Candidate (line 1219) | private Candidate(IFunctionProvider provider, MethodInfo meth, ExprT... method IsApplicable (line 1234) | public bool IsApplicable(ExprTypeKind[] kinds, out int bad) method CompareSignatures (line 1266) | public int CompareSignatures(Candidate other) method PostVisit (line 1295) | public override void PostVisit(CallNode node) method CanConvert (line 1468) | private static bool CanConvert(ExprTypeKind src, ExprTypeKind dst) method Convert (line 1491) | private object Convert(ExprNode expr, ExprTypeKind kind) method GetBestOverload (line 1550) | private Candidate GetBestOverload(CallNode node, List candi... method PostVisit (line 1601) | public override void PostVisit(ListNode node) method PreVisit (line 1606) | public override bool PreVisit(WithNode node) method PostVisit (line 1631) | public override void PostVisit(WithNode node) method PostVisit (line 1636) | public override void PostVisit(WithLocalNode node) method ValidateType (line 1644) | private bool ValidateType(ExprNode expr, ref ExprTypeKind itemKind) method CanPromote (line 1683) | internal static bool CanPromote(bool precise, ExprTypeKind k1, ExprTyp... method MapKindToIndex (line 1746) | private static int MapKindToIndex(ExprTypeKind kind) method Cast (line 1766) | private static T Cast(object a) class LambdaBinder (line 1763) | internal sealed partial class LambdaBinder : NodeVisitor method LambdaBinder (line 34) | private LambdaBinder(IHostEnvironment env, Action printError) method Run (line 51) | public static void Run(IHostEnvironment env, ref List errors, L... method PostError (line 98) | private void PostError(Node node, string msg) method PostError (line 103) | private void PostError(Node node, string msg, params object[] args) method Visit (line 108) | public override void Visit(BoolLitNode node) method Visit (line 115) | public override void Visit(StrLitNode node) method Visit (line 122) | public override void Visit(NumLitNode node) method Visit (line 132) | public override void Visit(NameNode node) method Visit (line 136) | public override void Visit(IdentNode node) method Visit (line 177) | public override void Visit(ParamNode node) method PreVisit (line 183) | public override bool PreVisit(LambdaNode node) method PostVisit (line 198) | public override void PostVisit(LambdaNode node) method GetStr (line 203) | private string GetStr(ExprTypeKind kind) method BadNum (line 222) | private void BadNum(ExprNode arg) method BadNum (line 229) | private void BadNum(ExprNode node, ExprNode arg) method BadText (line 236) | private void BadText(ExprNode arg) method BadArg (line 243) | private void BadArg(ExprNode arg, ExprTypeKind kind) method PostVisit (line 256) | public override void PostVisit(UnaryOpNode node) method GetBoolOp (line 299) | private BL? GetBoolOp(ExprNode arg) method PostVisit (line 308) | public override void PostVisit(BinaryOpNode node) method ApplyBoolBinOp (line 354) | private void ApplyBoolBinOp(BinaryOpNode node) method ReconcileNumericTypes (line 402) | private void ReconcileNumericTypes(ExprNode a, ExprNode b, out ExprTyp... method ApplyNumericBinOp (line 422) | private void ApplyNumericBinOp(BinaryOpNode node) method ReduceBinOp (line 508) | private void ReduceBinOp(BinaryOpNode node, I4? a, I4? b) method ReduceBinOp (line 546) | private void ReduceBinOp(BinaryOpNode node, I8? a, I8? b) method ReduceBinOp (line 584) | private void ReduceBinOp(BinaryOpNode node, R4? a, R4? b) method ReduceBinOp (line 652) | private void ReduceBinOp(BinaryOpNode node, R8? a, R8? b) method BinOp (line 724) | private I4 BinOp(BinaryOpNode node, I4 v1, I4 v2) method BinOp (line 746) | private I8 BinOp(BinaryOpNode node, I8 v1, I8 v2) method BinOp (line 768) | private R4 BinOp(BinaryOpNode node, R4 v1, R4 v2) method BinOp (line 792) | private R8 BinOp(BinaryOpNode node, R8 v1, R8 v2) method PostVisit (line 817) | public override void PostVisit(ConditionalNode node) method PostVisit (line 966) | public override void PostVisit(CompareNode node) class Candidate (line 1127) | private sealed class Candidate method MatchesArity (line 1135) | public bool MatchesArity(int arity) method TryGetCandidate (line 1153) | public static bool TryGetCandidate(CallNode node, IFunctionProvider ... method Candidate (line 1219) | private Candidate(IFunctionProvider provider, MethodInfo meth, ExprT... method IsApplicable (line 1234) | public bool IsApplicable(ExprTypeKind[] kinds, out int bad) method CompareSignatures (line 1266) | public int CompareSignatures(Candidate other) method PostVisit (line 1295) | public override void PostVisit(CallNode node) method CanConvert (line 1468) | private static bool CanConvert(ExprTypeKind src, ExprTypeKind dst) method Convert (line 1491) | private object Convert(ExprNode expr, ExprTypeKind kind) method GetBestOverload (line 1550) | private Candidate GetBestOverload(CallNode node, List candi... method PostVisit (line 1601) | public override void PostVisit(ListNode node) method PreVisit (line 1606) | public override bool PreVisit(WithNode node) method PostVisit (line 1631) | public override void PostVisit(WithNode node) method PostVisit (line 1636) | public override void PostVisit(WithLocalNode node) method ValidateType (line 1644) | private bool ValidateType(ExprNode expr, ref ExprTypeKind itemKind) method CanPromote (line 1683) | internal static bool CanPromote(bool precise, ExprTypeKind k1, ExprTyp... method MapKindToIndex (line 1746) | private static int MapKindToIndex(ExprTypeKind kind) method Cast (line 1766) | private static T Cast(object a) FILE: src/Microsoft.ML.Transforms/Expression/LambdaParser.cs class LambdaParser (line 13) | internal sealed class LambdaParser type SourcePos (line 15) | public struct SourcePos method SourcePos (line 24) | public SourcePos(List lineMap, TextSpan span, int lineMin = 1) method FindIndex (line 62) | private static int FindIndex(List map, int value, int ivMin) method LambdaParser (line 97) | private LambdaParser() method InitKeyWordTable (line 105) | private void InitKeyWordTable() method Parse (line 152) | public static LambdaNode Parse(out List errors, out List l... method ParseCore (line 163) | private LambdaNode ParseCore(out List errors, out List lin... method AddError (line 192) | private void AddError(Error err) method PostError (line 207) | private void PostError(Token tok, string msg) method PostError (line 213) | private void PostError(Token tok, string msg, params object[] args) method PostTidError (line 219) | private void PostTidError(Token tok, TokKind tidWanted) method Stringize (line 226) | private string Stringize(Token tok) method Stringize (line 238) | private string Stringize(TokKind tid) method TokPeek (line 275) | private Token TokPeek(int cv = 1) method TidPeek (line 298) | private TokKind TidPeek(int cv = 1) method TidNext (line 303) | private TokKind TidNext() method SkipJunk (line 310) | private void SkipJunk() method TokMove (line 334) | private Token TokMove() method EatTid (line 343) | private bool EatTid(TokKind tid) method TokEat (line 356) | private Token TokEat(TokKind tid) method ParseLambda (line 365) | private LambdaNode ParseLambda(Token tokFirst) method ParseParam (line 395) | private ParamNode ParseParam(int index) method ParseExpr (line 441) | private ExprNode ParseExpr() method ParseExpr (line 447) | private ExprNode ParseExpr(Precedence precMin) method ParsePrimary (line 575) | private ExprNode ParsePrimary() method ParseCompareExpr (line 625) | private CompareNode ParseCompareExpr(ExprNode node, CompareOp op, TokK... method ParseIdent (line 666) | private IdentNode ParseIdent() method ParseInvocation (line 674) | private CallNode ParseInvocation() method ParseInvocationWithNameSpace (line 686) | private CallNode ParseInvocationWithNameSpace() method ParseParenExpr (line 703) | private ExprNode ParseParenExpr() method ParseList (line 713) | private ListNode ParseList(Token tok, TokKind tidEmpty) method ParseWith (line 732) | private WithNode ParseWith(Token tokWith = null) method ParseWithLocal (line 771) | private WithLocalNode ParseWithLocal() FILE: src/Microsoft.ML.Transforms/Expression/LexCharUtils.cs type LexStartKind (line 17) | internal enum LexStartKind : ushort class LexCharUtils (line 34) | internal static class LexCharUtils type UniCatFlags (line 40) | [Flags] type LexCharKind (line 67) | [Flags] type LexCharInfo (line 82) | private struct LexCharInfo method LexCharInfo (line 87) | public LexCharInfo(LexStartKind sk, LexCharKind ck) method Is (line 93) | public bool Is(LexCharKind kind) method LexCharUtils (line 102) | static LexCharUtils() method GetCatFlags (line 154) | private static UniCatFlags GetCatFlags(char ch) method StartKind (line 162) | public static LexStartKind StartKind(char ch) method IsPunc (line 175) | public static bool IsPunc(char ch) method IsDigit (line 179) | public static bool IsDigit(char ch) method IsHexDigit (line 183) | public static bool IsHexDigit(char ch) method IsIdentStart (line 187) | public static bool IsIdentStart(char ch) method IsIdent (line 193) | public static bool IsIdent(char ch) method IsFormat (line 199) | public static bool IsFormat(char ch) method IsSpace (line 203) | public static bool IsSpace(char ch) method IsLineTerm (line 209) | public static bool IsLineTerm(char ch) method GetDecVal (line 216) | public static int GetDecVal(char ch) method GetHexVal (line 222) | public static int GetHexVal(char ch) method GetUniEscape (line 243) | public static string GetUniEscape(uint u) FILE: src/Microsoft.ML.Transforms/Expression/Lexer.cs class Lexer (line 17) | [BestFriend] method Lexer (line 26) | public Lexer(NormStr.Pool pool, KeyWordTable kwt) method LexSource (line 34) | public IEnumerable LexSource(CharCursor cursor) class LexerImpl (line 45) | private partial class LexerImpl method LexerImpl (line 58) | public LexerImpl(Lexer lex, CharCursor cursor) method ChNext (line 83) | private char ChNext() method ChPeek (line 88) | private char ChPeek(int ich) method StartTok (line 96) | private void StartTok() method ReportError (line 104) | private void ReportError(ErrId eid) method ReportError (line 109) | private void ReportError(ErrId eid, params object[] args) method ReportError (line 114) | private void ReportError(int ichMin, int ichLim, ErrId eid, params o... method GetSpan (line 121) | private TextSpan GetSpan() method GetTextSpan (line 128) | private TextSpan GetTextSpan(int ichMin, int ichLim) method GetNextToken (line 136) | public Token GetNextToken() method GetEof (line 160) | public EofToken GetEof() method FetchToken (line 166) | private Token FetchToken() method LexPunc (line 211) | private Token LexPunc() method LexNumLit (line 248) | private Token LexNumLit() method LexHexInt (line 314) | private Token LexHexInt() method LexDecInt (line 340) | private Token LexDecInt(IntLitKind ilk) method LexRealNum (line 362) | private Token LexRealNum(char chSuf) method LexIntSuffix (line 399) | private IntLitKind LexIntSuffix() method LexRealSuffix (line 427) | private char LexRealSuffix(bool fKnown) method LexStrLit (line 457) | private Token LexStrLit() method FLexEscChar (line 538) | private bool FLexEscChar(bool fUniOnly, out uint u) method ConvertToSurrogatePair (line 634) | private bool ConvertToSurrogatePair(uint u, out char ch1, out char ch2) method LexIdent (line 651) | private Token LexIdent() method LexIdentCore (line 676) | private NormStr LexIdentCore(ref bool fVerbatim) method LexComment (line 719) | private Token LexComment() method LexSpace (line 782) | private Token LexSpace() method LexLineTerm (line 796) | private char LexLineTerm(StringBuilder sb = null) method LexPreProc (line 823) | private Token LexPreProc() method LexError (line 833) | private Token LexError() FILE: src/Microsoft.ML.Transforms/Expression/MethodGenerator.cs class MethodGenerator (line 16) | internal sealed class MethodGenerator : IDisposable method MethodGenerator (line 22) | public MethodGenerator(string name, Type thisType, Type returnType, pa... method CreateDelegate (line 38) | public Delegate CreateDelegate(Type delegateType) method Dispose (line 50) | public void Dispose() type Temporary (line 68) | public struct Temporary : IDisposable method Temporary (line 75) | internal Temporary(Action dispose, LocalBuilder ... method Dispose (line 87) | public void Dispose() type LocalKey (line 99) | private struct LocalKey : IEquatable method LocalKey (line 104) | public LocalKey(Type type, bool isRef) method GetHashCode (line 121) | public override int GetHashCode() method Equals (line 126) | public override bool Equals(object obj) method Equals (line 133) | public bool Equals(LocalKey other) method AcquireTemporary (line 142) | public Temporary AcquireTemporary(Type type, bool isRef = false) method ReleaseLocal (line 164) | private void ReleaseLocal(LocalBuilder localBuilder, bool isRef) FILE: src/Microsoft.ML.Transforms/Expression/Node.cs type Precedence (line 22) | internal enum Precedence : byte type CompareOp (line 42) | internal enum CompareOp type BinaryOp (line 51) | internal enum BinaryOp type UnaryOp (line 66) | internal enum UnaryOp type NodeKind (line 72) | internal enum NodeKind type ExprTypeKind (line 95) | internal enum ExprTypeKind class NodeVisitor (line 114) | internal abstract class NodeVisitor method Visit (line 117) | public abstract void Visit(BoolLitNode node); method Visit (line 118) | public abstract void Visit(StrLitNode node); method Visit (line 119) | public abstract void Visit(NumLitNode node); method Visit (line 120) | public abstract void Visit(NameNode node); method Visit (line 121) | public abstract void Visit(IdentNode node); method Visit (line 122) | public abstract void Visit(ParamNode node); method PreVisit (line 126) | public virtual bool PreVisit(LambdaNode node) { return true; } method PreVisit (line 127) | public virtual bool PreVisit(UnaryOpNode node) { return true; } method PreVisit (line 128) | public virtual bool PreVisit(BinaryOpNode node) { return true; } method PreVisit (line 129) | public virtual bool PreVisit(ConditionalNode node) { return true; } method PreVisit (line 130) | public virtual bool PreVisit(CompareNode node) { return true; } method PreVisit (line 131) | public virtual bool PreVisit(CallNode node) { return true; } method PreVisit (line 132) | public virtual bool PreVisit(ListNode node) { return true; } method PreVisit (line 133) | public virtual bool PreVisit(WithNode node) { return true; } method PreVisit (line 134) | public virtual bool PreVisit(WithLocalNode node) { return true; } method PostVisit (line 136) | public abstract void PostVisit(LambdaNode node); method PostVisit (line 137) | public abstract void PostVisit(UnaryOpNode node); method PostVisit (line 138) | public abstract void PostVisit(BinaryOpNode node); method PostVisit (line 139) | public abstract void PostVisit(ConditionalNode node); method PostVisit (line 140) | public abstract void PostVisit(CompareNode node); method PostVisit (line 141) | public abstract void PostVisit(CallNode node); method PostVisit (line 142) | public abstract void PostVisit(ListNode node); method PostVisit (line 143) | public abstract void PostVisit(WithNode node); method PostVisit (line 144) | public abstract void PostVisit(WithLocalNode node); class PreVisitor (line 147) | internal abstract class PreVisitor : NodeVisitor method Visit (line 150) | public abstract void Visit(LambdaNode node); method Visit (line 151) | public abstract void Visit(UnaryOpNode node); method Visit (line 152) | public abstract void Visit(BinaryOpNode node); method Visit (line 153) | public abstract void Visit(ConditionalNode node); method Visit (line 154) | public abstract void Visit(CompareNode node); method Visit (line 155) | public abstract void Visit(CallNode node); method Visit (line 156) | public abstract void Visit(ListNode node); method Visit (line 157) | public abstract void Visit(WithNode node); method Visit (line 158) | public abstract void Visit(WithLocalNode node); method PreVisit (line 161) | public override bool PreVisit(LambdaNode node) { Visit(node); return f... method PreVisit (line 162) | public override bool PreVisit(UnaryOpNode node) { Visit(node); return ... method PreVisit (line 163) | public override bool PreVisit(BinaryOpNode node) { Visit(node); return... method PreVisit (line 164) | public override bool PreVisit(ConditionalNode node) { Visit(node); ret... method PreVisit (line 165) | public override bool PreVisit(CompareNode node) { Visit(node); return ... method PreVisit (line 166) | public override bool PreVisit(CallNode node) { Visit(node); return fal... method PreVisit (line 167) | public override bool PreVisit(ListNode node) { Visit(node); return fal... method PreVisit (line 168) | public override bool PreVisit(WithNode node) { Visit(node); return fal... method PreVisit (line 169) | public override bool PreVisit(WithLocalNode node) { Visit(node); retur... method PostVisit (line 171) | public override void PostVisit(LambdaNode node) { Contracts.Assert(fal... method PostVisit (line 172) | public override void PostVisit(UnaryOpNode node) { Contracts.Assert(fa... method PostVisit (line 173) | public override void PostVisit(BinaryOpNode node) { Contracts.Assert(f... method PostVisit (line 174) | public override void PostVisit(ConditionalNode node) { Contracts.Asser... method PostVisit (line 175) | public override void PostVisit(CompareNode node) { Contracts.Assert(fa... method PostVisit (line 176) | public override void PostVisit(CallNode node) { Contracts.Assert(false... method PostVisit (line 177) | public override void PostVisit(ListNode node) { Contracts.Assert(false... method PostVisit (line 178) | public override void PostVisit(WithNode node) { Contracts.Assert(false... method PostVisit (line 179) | public override void PostVisit(WithLocalNode node) { Contracts.Assert(... class ExprVisitor (line 182) | internal abstract class ExprVisitor : NodeVisitor method Visit (line 185) | public override void Visit(NameNode node) { Contracts.Assert(false); } method Visit (line 186) | public override void Visit(ParamNode node) { Contracts.Assert(false); } method PostVisit (line 188) | public override void PostVisit(LambdaNode node) { Contracts.Assert(fal... class Node (line 192) | internal abstract class Node method Node (line 196) | protected Node(Token tok) method Accept (line 203) | public abstract void Accept(NodeVisitor visitor); method Cast (line 207) | private T Cast() where T : Node method ToString (line 254) | public override string ToString() class ExprNode (line 264) | internal abstract class ExprNode : Node method ExprNode (line 266) | protected ExprNode(Token tok) method IsSimple (line 277) | private bool IsSimple(ExprTypeKind kind) method SetType (line 322) | public void SetType(ExprTypeKind kind) method SetType (line 332) | public void SetType(ExprTypeKind kind, object value) method ToSysType (line 344) | internal static Type ToSysType(ExprTypeKind kind) method ToExprTypeKind (line 365) | internal static ExprTypeKind ToExprTypeKind(Type type) method SetValue (line 382) | public void SetValue(ExprNode expr) method SetValue (line 390) | public void SetValue(BL value) method SetValue (line 396) | public void SetValue(BL? value) method SetValue (line 402) | public void SetValue(I4 value) method SetValue (line 408) | public void SetValue(I4? value) method SetValue (line 414) | public void SetValue(I8 value) method SetValue (line 420) | public void SetValue(I8? value) method SetValue (line 426) | public void SetValue(R4 value) method SetValue (line 432) | public void SetValue(R4? value) method SetValue (line 438) | public void SetValue(R8 value) method SetValue (line 444) | public void SetValue(R8? value) method SetValue (line 450) | public void SetValue(TX value) method SetValue (line 456) | public void SetValue(TX? value) method Convert (line 462) | public void Convert(ExprTypeKind kind) method TryGet (line 516) | public bool TryGet(out BL? value) method TryGet (line 527) | public bool TryGet(out I4? value) method TryGet (line 538) | public bool TryGet(out I8? value) method TryGet (line 554) | public bool TryGet(out R4? value) method TryGet (line 570) | public bool TryGet(out R8? value) method TryGet (line 588) | public bool TryGet(out TX? value) class LambdaNode (line 600) | internal sealed class LambdaNode : Node method LambdaNode (line 607) | public LambdaNode(Token tok, ParamNode[] vars, ExprNode expr) method Accept (line 620) | public override void Accept(NodeVisitor visitor) method FindParam (line 632) | public ParamNode FindParam(string name) class ParamNode (line 643) | internal sealed class ParamNode : Node method ParamNode (line 650) | public ParamNode(Token tok, string name, int index, DataViewType type) method Accept (line 680) | public override void Accept(NodeVisitor visitor) class NameNode (line 689) | internal sealed class NameNode : Node method NameNode (line 693) | public NameNode(IdentToken tok) method Accept (line 704) | public override void Accept(NodeVisitor visitor) class IdentNode (line 711) | internal sealed class IdentNode : ExprNode method IdentNode (line 720) | public IdentNode(IdentToken tok) method IdentNode (line 727) | public IdentNode(Token tok, string value, bool missing = false) method Accept (line 739) | public override void Accept(NodeVisitor visitor) class NumLitNode (line 746) | internal sealed class NumLitNode : ExprNode method NumLitNode (line 748) | public NumLitNode(NumLitToken tok) method Accept (line 802) | public override void Accept(NodeVisitor visitor) class StrLitNode (line 809) | internal sealed class StrLitNode : ExprNode method StrLitNode (line 813) | public StrLitNode(StrLitToken tok) method Accept (line 825) | public override void Accept(NodeVisitor visitor) class BoolLitNode (line 832) | internal sealed class BoolLitNode : ExprNode method BoolLitNode (line 834) | public BoolLitNode(Token tok) method Accept (line 848) | public override void Accept(NodeVisitor visitor) class UnaryOpNode (line 855) | internal sealed class UnaryOpNode : ExprNode method UnaryOpNode (line 860) | public UnaryOpNode(Token tok, UnaryOp op, ExprNode arg) method Accept (line 872) | public override void Accept(NodeVisitor visitor) class BinaryOpNode (line 883) | internal sealed class BinaryOpNode : ExprNode method BinaryOpNode (line 892) | public BinaryOpNode(Token tok, BinaryOp op, ExprNode left, ExprNode ri... method Accept (line 906) | public override void Accept(NodeVisitor visitor) class ConditionalNode (line 921) | internal sealed class ConditionalNode : ExprNode method ConditionalNode (line 928) | public ConditionalNode(Token tok, ExprNode cond, ExprNode left, Token ... method Accept (line 945) | public override void Accept(NodeVisitor visitor) class ListNode (line 958) | internal sealed class ListNode : Node method ListNode (line 964) | public ListNode(Token tok, Node[] items, Token[] delimiters) method Accept (line 978) | public override void Accept(NodeVisitor visitor) class CallNode (line 993) | internal sealed class CallNode : ExprNode method CallNode (line 1006) | public CallNode(Token tok, NameNode head, ListNode args, Token tokClose) method CallNode (line 1017) | public CallNode(Token tok, NameNode ns, Token dot, NameNode head, List... method Accept (line 1036) | public override void Accept(NodeVisitor visitor) method SetMethod (line 1049) | public void SetMethod(MethodInfo meth) class CompareNode (line 1067) | internal sealed class CompareNode : ExprNode method CompareNode (line 1076) | public CompareNode(Token tok, CompareOp op, ListNode operands) method Accept (line 1114) | public override void Accept(NodeVisitor visitor) class WithNode (line 1135) | internal sealed class WithNode : ExprNode method WithNode (line 1140) | public WithNode(Token tok, WithLocalNode local, ExprNode body) method Accept (line 1153) | public override void Accept(NodeVisitor visitor) class WithLocalNode (line 1168) | internal sealed class WithLocalNode : Node method WithLocalNode (line 1183) | public WithLocalNode(Token tok, string name, ExprNode value) method Accept (line 1197) | public override void Accept(NodeVisitor visitor) FILE: src/Microsoft.ML.Transforms/Expression/Printer.cs class NodePrinter (line 20) | internal sealed class NodePrinter : PreVisitor method NodePrinter (line 26) | private NodePrinter(IndentedTextWriter wrt, bool showTypes, bool showV... method Print (line 36) | public static void Print(Node node, TextWriter writer, bool showTypes ... method NeedParensLeft (line 45) | private bool NeedParensLeft(Precedence precLeft, Precedence precOp) method NeedParensRight (line 56) | private bool NeedParensRight(Precedence precOp, Precedence precRight) method GetPrec (line 74) | private Precedence GetPrec(Node node) method GetPrec (line 105) | private Precedence GetPrec(BinaryOp op) method GetString (line 130) | private string GetString(BinaryOp op) method GetString (line 158) | private string GetString(UnaryOp op) method GetString (line 172) | private string GetString(TokKind tidCompare) method TryShowValue (line 199) | private bool TryShowValue(ExprNode node) method ShowValueCore (line 212) | private void ShowValueCore(ExprNode node) method Show (line 244) | private void Show(I4 x) method Show (line 249) | private void Show(I8 x) method Show (line 254) | private void Show(R4 x) method Show (line 262) | private void Show(R8 x) method Show (line 270) | private void Show(BL x) method Show (line 278) | private void Show(TX str) method ShowType (line 299) | private void ShowType(ExprNode node) method ShowType (line 310) | private void ShowType(ParamNode node) method Visit (line 321) | public override void Visit(BoolLitNode node) method Visit (line 328) | public override void Visit(StrLitNode node) method Visit (line 335) | public override void Visit(NumLitNode node) method Visit (line 342) | public override void Visit(NameNode node) method Visit (line 348) | public override void Visit(IdentNode node) method Visit (line 358) | public override void Visit(ParamNode node) method Visit (line 365) | public override void Visit(LambdaNode node) method Visit (line 386) | public override void Visit(UnaryOpNode node) method Visit (line 403) | public override void Visit(BinaryOpNode node) method Visit (line 433) | public override void Visit(ConditionalNode node) method Visit (line 459) | public override void Visit(CompareNode node) method Visit (line 493) | public override void Visit(CallNode node) method Visit (line 512) | public override void Visit(ListNode node) method Visit (line 546) | public override void Visit(WithNode node) method Visit (line 562) | public override void Visit(WithLocalNode node) FILE: src/Microsoft.ML.Transforms/Expression/TokKind.cs type TokKind (line 10) | internal enum TokKind type ErrId (line 101) | public enum ErrId class ErrIdExt (line 123) | internal static class ErrIdExt method GetMsgFmt (line 125) | public static string GetMsgFmt(this ErrId eid, out int carg) method GetMsg (line 170) | public static string GetMsg(this ErrId eid, params object[] args) FILE: src/Microsoft.ML.Transforms/Expression/TokenCursor.cs class TokenCursor (line 13) | internal sealed class TokenCursor method TokenCursor (line 38) | public TokenCursor(IEnumerable tokens) method AssertValid (line 54) | [Conditional("DEBUG")] method FetchToken (line 100) | private void FetchToken() method FetchCore (line 132) | private void FetchCore() method MoveBy (line 157) | private void MoveBy(int ditok) method TidNext (line 172) | public TokKind TidNext() method TokPeek (line 184) | public Token TokPeek(int ditok) FILE: src/Microsoft.ML.Transforms/Expression/Tokens.cs type TextSpan (line 12) | internal struct TextSpan method TextSpan (line 17) | public TextSpan(int ichMin, int ichLim) method ToString (line 24) | public override string ToString() class Token (line 30) | internal abstract class Token method Token (line 36) | protected Token(TextSpan span, TokKind tid) method Token (line 43) | protected Token(TextSpan span, TokKind tid, TokKind tidContext) method As (line 52) | public T As() where T : Token method ToString (line 58) | public override string ToString() class KeyToken (line 65) | internal sealed class KeyToken : Token method Create (line 67) | public static KeyToken Create(TextSpan span, TokKind tid) method CreateKeyWord (line 72) | public static Token CreateKeyWord(TextSpan span, string str, TokKind t... method KeyToken (line 79) | private KeyToken(TextSpan span, TokKind tid) class IdentToken (line 85) | internal sealed class IdentToken : Token method IdentToken (line 88) | public IdentToken(TextSpan span, string val) : base(span, TokKind.Iden... method IdentToken (line 89) | public IdentToken(TextSpan span, string val, TokKind tidContext) : bas... method ToString (line 90) | public override string ToString() type IntLitKind (line 98) | [Flags] class NumLitToken (line 109) | internal abstract class NumLitToken : Token method NumLitToken (line 111) | protected NumLitToken(TextSpan span, TokKind tid) class IntLitToken (line 117) | internal sealed class IntLitToken : NumLitToken method IntLitToken (line 122) | public IntLitToken(TextSpan span, ulong val, IntLitKind ilk) method ToString (line 129) | public override string ToString() class FltLitToken (line 145) | internal sealed class FltLitToken : NumLitToken method FltLitToken (line 148) | public FltLitToken(TextSpan span, float val) : base(span, TokKind.FltL... method ToString (line 149) | public override string ToString() class DblLitToken (line 157) | internal sealed class DblLitToken : NumLitToken method DblLitToken (line 163) | public DblLitToken(TextSpan span, double val, bool hasSuf) method ToString (line 170) | public override string ToString() method AllDigits (line 184) | private static bool AllDigits(string s) class CharLitToken (line 196) | internal sealed class CharLitToken : Token method CharLitToken (line 199) | public CharLitToken(TextSpan span, char val) : base(span, TokKind.Char... method ToString (line 200) | public override string ToString() class StrLitToken (line 210) | internal sealed class StrLitToken : Token method StrLitToken (line 213) | public StrLitToken(TextSpan span, string val) : base(span, TokKind.Str... method ToString (line 214) | public override string ToString() method Write (line 221) | public static void Write(TextWriter wrt, string str) class CommentToken (line 243) | internal sealed class CommentToken : Token method CommentToken (line 247) | public CommentToken(TextSpan span, string val, int lines) method ToString (line 253) | public override string ToString() { return "Comment: " + Text; } class NewLineToken (line 256) | internal sealed class NewLineToken : Token method NewLineToken (line 259) | public NewLineToken(TextSpan span, bool fNested) method ToString (line 264) | public override string ToString() { return Nested ? "NewLine" ... class ErrorToken (line 267) | internal sealed class ErrorToken : Token method ErrorToken (line 272) | public ErrorToken(TextSpan span, ErrId eid, params object[] args) method ToString (line 279) | public override string ToString() class EofToken (line 285) | internal sealed class EofToken : Token method EofToken (line 287) | public EofToken(TextSpan span) FILE: src/Microsoft.ML.Transforms/ExpressionCatalog.cs class ExpressionCatalog (line 10) | public static class ExpressionCatalog method Expression (line 27) | public static ExpressionEstimator Expression(this TransformsCatalog ca... FILE: src/Microsoft.ML.Transforms/ExpressionTransformer.cs class ExpressionEstimator (line 54) | public sealed class ExpressionEstimator : IEstimator class ColumnOptions (line 56) | internal sealed class ColumnOptions method ColumnOptions (line 63) | public ColumnOptions(string name, string[] inputColumnNames, string ... method ExpressionEstimator (line 74) | internal ExpressionEstimator(IHostEnvironment env, params ColumnOption... method ParseAndBindLambda (line 87) | internal static LambdaNode ParseAndBindLambda(IHostEnvironment env, st... method FindVectorInputColumn (line 114) | private static int FindVectorInputColumn(IHostEnvironment env, IReadOn... method FindVectorInputColumn (line 134) | private static int FindVectorInputColumn(IHostEnvironment env, IReadOn... method Fit (line 155) | public ExpressionTransformer Fit(IDataView input) method GetOutputSchema (line 169) | public SchemaShape GetOutputSchema(SchemaShape inputSchema) class ExpressionTransformer (line 212) | public sealed class ExpressionTransformer : RowToRowTransformerBase class Options (line 214) | internal sealed class Options class Column (line 223) | internal sealed class Column : ManyToOneColumn method Parse (line 228) | internal static Column Parse(string str) method TryUnparse (line 238) | internal bool TryUnparse(StringBuilder sb) class ColumnInfo (line 247) | internal sealed class ColumnInfo method ColumnInfo (line 258) | public ColumnInfo(IExceptionContext ectx, string[] inputColumnNames,... method GetVersionInfo (line 294) | private static VersionInfo GetVersionInfo() method ExpressionTransformer (line 305) | internal ExpressionTransformer(IHostEnvironment env, ColumnInfo[] colu... method Create (line 313) | private static IDataTransform Create(IHostEnvironment env, Options opt... method Create (line 331) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Create (line 335) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method Create (line 338) | private static ExpressionTransformer Create(IHostEnvironment env, Mode... method SaveModel (line 384) | private protected override void SaveModel(ModelSaveContext ctx) method MakeRowMapper (line 419) | private protected override IRowMapper MakeRowMapper(DataViewSchema sch... method MakeGetter (line 424) | private Delegate MakeGetter(IExceptionContext ectx, DataViewRow input,... method GetGetter (line 459) | private ValueGetter GetGetter(IExceptionContext ectx, ... method GetGetter (line 474) | private ValueGetter GetGetter(IExceptionContext ec... method GetGetter (line 492) | private ValueGetter GetGetter(IExceptionContex... method GetGetter (line 513) | private ValueGetter GetGetter(IExceptionCo... method GetGetter (line 537) | private ValueGetter GetGetter(IExcepti... method MakeGetterVec (line 564) | private Delegate MakeGetterVec(IExceptionContext ectx, DataViewRow inp... method GetGetterVec (line 601) | private ValueGetter> GetGetterVec(IExceptionCo... method GetGetterVec (line 666) | private ValueGetter> GetGetterVec(IExcepti... method GetGetterVec (line 726) | private ValueGetter> GetGetterVec(IExc... method GetGetterVec (line 789) | private ValueGetter> GetGetterVec(... method GetGetterVec (line 855) | private ValueGetter> GetGetterVec GetDependenciesCore(Func<... method SaveModel (line 989) | private protected override void SaveModel(ModelSaveContext ctx) => _... FILE: src/Microsoft.ML.Transforms/ExtensionsCatalog.cs class ExtensionsCatalog (line 16) | public static class ExtensionsCatalog method IndicateMissingValues (line 34) | public static MissingValueIndicatorEstimator IndicateMissingValues(thi... method IndicateMissingValues (line 52) | public static MissingValueIndicatorEstimator IndicateMissingValues(thi... method ReplaceMissingValues (line 78) | public static MissingValueReplacingEstimator ReplaceMissingValues(this... method ReplaceMissingValues (line 102) | public static MissingValueReplacingEstimator ReplaceMissingValues(this... method ReplaceMissingValues (line 119) | [BestFriend] FILE: src/Microsoft.ML.Transforms/FeatureSelectionCatalog.cs class FeatureSelectionCatalog (line 19) | public static class FeatureSelectionCatalog method SelectFeaturesBasedOnMutualInformation (line 37) | public static MutualInformationFeatureSelectingEstimator SelectFeature... method SelectFeaturesBasedOnMutualInformation (line 59) | public static MutualInformationFeatureSelectingEstimator SelectFeature... method SelectFeaturesBasedOnCount (line 76) | [BestFriend] method SelectFeaturesBasedOnCount (line 97) | public static CountFeatureSelectingEstimator SelectFeaturesBasedOnCoun... method SelectFeaturesBasedOnCount (line 118) | public static CountFeatureSelectingEstimator SelectFeaturesBasedOnCoun... FILE: src/Microsoft.ML.Transforms/FourierDistributionSampler.cs class KernelBase (line 40) | public abstract class KernelBase method KernelBase (line 43) | private protected KernelBase() method Distance (line 52) | internal abstract float Distance(in VBuffer first, in VBuffer method CreateComponent (line 87) | public KernelBase CreateComponent(IHostEnvironment env) => new Gauss... method GaussianKernel (line 98) | public GaussianKernel(float gamma = 1) method GaussianKernel (line 104) | internal GaussianKernel(IHostEnvironment env, Options options) method Distance (line 112) | internal override float Distance(in VBuffer first, in VBuffer method CreateComponent (line 208) | public KernelBase CreateComponent(IHostEnvironment env) => new Lapla... method LaplacianKernel (line 219) | public LaplacianKernel(float a = 1) method LaplacianKernel (line 225) | internal LaplacianKernel(IHostEnvironment env, Options options) method Distance (line 233) | internal override float Distance(in VBuffer first, in VBuffer values, int length) method StdDev (line 549) | private static float StdDev(ReadOnlySpan values, int length, ... method L2Norm (line 569) | private static float L2Norm(ReadOnlySpan values, float mean = 0) method L1Norm (line 580) | private static float L1Norm(ReadOnlySpan values, float mean = 0) method LInfNorm (line 591) | private static float LInfNorm(ReadOnlySpan values, float mean... method Mean (line 598) | private static float Mean(ReadOnlySpan src, int length) method CanSaveOnnx (line 605) | public bool CanSaveOnnx(OnnxContext ctx) => true; method SaveAsOnnx (line 607) | public void SaveAsOnnx(OnnxContext ctx) method SaveAsOnnxCore (line 628) | private bool SaveAsOnnxCore(OnnxContext ctx, int iinfo, string srcVa... class LpNormNormalization (line 733) | internal static class LpNormNormalization method Normalize (line 735) | [TlcModule.EntryPoint(Name = "Transforms.LpNormalizer", method GcNormalize (line 750) | [TlcModule.EntryPoint(Name = "Transforms.GlobalContrastNormalizer", class LpNormNormalizingEstimatorBase (line 769) | public abstract class LpNormNormalizingEstimatorBase : TrivialEstimator<... type NormFunction (line 774) | public enum NormFunction : byte class ColumnOptionsBase (line 797) | internal abstract class ColumnOptionsBase method ColumnOptionsBase (line 820) | internal ColumnOptionsBase(string name, string inputColumnName, Norm... method ColumnOptionsBase (line 832) | internal ColumnOptionsBase(ModelLoadContext ctx, string name, string... method Save (line 858) | internal void Save(ModelSaveContext ctx) class Defaults (line 872) | [BestFriend] method LpNormNormalizingEstimatorBase (line 885) | internal LpNormNormalizingEstimatorBase(IHostEnvironment env, params C... method IsColumnTypeValid (line 890) | internal static bool IsColumnTypeValid(DataViewType type) method IsSchemaColumnValid (line 897) | internal static bool IsSchemaColumnValid(SchemaShape.Column col) method GetOutputSchema (line 910) | public override SchemaShape GetOutputSchema(SchemaShape inputSchema) class LpNormNormalizingEstimator (line 966) | public sealed class LpNormNormalizingEstimator : LpNormNormalizingEstima... class ColumnOptions (line 971) | internal sealed class ColumnOptions : ColumnOptionsBase method ColumnOptions (line 980) | public ColumnOptions(string name, string inputColumnName = null, method LpNormNormalizingEstimator (line 993) | internal LpNormNormalizingEstimator(IHostEnvironment env, string outpu... method LpNormNormalizingEstimator (line 1004) | internal LpNormNormalizingEstimator(IHostEnvironment env, (string outp... method LpNormNormalizingEstimator (line 1013) | internal LpNormNormalizingEstimator(IHostEnvironment env, params Colum... class GlobalContrastNormalizingEstimator (line 1045) | public sealed class GlobalContrastNormalizingEstimator : LpNormNormalizi... class ColumnOptions (line 1050) | internal sealed class ColumnOptions : ColumnOptionsBase method ColumnOptions (line 1060) | public ColumnOptions(string name, string inputColumnName = null, method GlobalContrastNormalizingEstimator (line 1076) | internal GlobalContrastNormalizingEstimator(IHostEnvironment env, stri... method GlobalContrastNormalizingEstimator (line 1088) | internal GlobalContrastNormalizingEstimator(IHostEnvironment env, (str... method GlobalContrastNormalizingEstimator (line 1097) | internal GlobalContrastNormalizingEstimator(IHostEnvironment env, para... FILE: src/Microsoft.ML.Transforms/GroupTransform.cs class GroupTransform (line 59) | internal sealed class GroupTransform : TransformBase method GetVersionInfo (line 67) | private static VersionInfo GetVersionInfo() class Options (line 85) | public sealed class Options : TransformInputBase method GroupTransform (line 105) | public GroupTransform(IHostEnvironment env, IDataView input, string gr... method GroupTransform (line 110) | public GroupTransform(IHostEnvironment env, Options options, IDataView... method Create (line 119) | public static GroupTransform Create(IHostEnvironment env, ModelLoadCon... method GroupTransform (line 129) | private GroupTransform(IHost host, ModelLoadContext ctx, IDataView input) method SaveModel (line 139) | private protected override void SaveModel(ModelSaveContext ctx) method GetRowCount (line 150) | public override long? GetRowCount() method GetRowCursorCore (line 158) | protected override DataViewRowCursor GetRowCursorCore(IEnumerable pred... method GetRowCursorSet (line 174) | public override DataViewRowCursor[] GetRowCursorSet(IEnumerable MakeSameChecker(DataViewRow row, int ... method GroupKeyColumnChecker (line 426) | public GroupKeyColumnChecker(DataViewRow row, int col) class KeepColumnAggregator (line 442) | private abstract class KeepColumnAggregator method GetGetter (line 444) | public abstract ValueGetter GetGetter(IExceptionContext ctx); method SetSize (line 445) | public abstract void SetSize(int size); method ReadValue (line 446) | public abstract void ReadValue(int position); method Create (line 448) | public static KeepColumnAggregator Create(DataViewRow row, int col) class ListAggregator (line 460) | private sealed class ListAggregator : KeepColumnAggregator method ListAggregator (line 467) | public ListAggregator(DataViewRow row, int col) method Getter (line 474) | private void Getter(ref VBuffer dst) method GetGetter (line 481) | public override ValueGetter GetGetter(IExceptionContext ctx) method SetSize (line 487) | public override void SetSize(int size) method ReadValue (line 493) | public override void ReadValue(int position) method Cursor (line 515) | public Cursor(GroupTransform parent, Func predicate) method GetIdGetter (line 558) | public override ValueGetter GetIdGetter() method IsColumnActive (line 566) | public override bool IsColumnActive(DataViewSchema.Column column) method MoveNextCore (line 573) | protected override bool MoveNextCore() method IsSameGroup (line 614) | private bool IsSameGroup() method Dispose (line 628) | protected override void Dispose(bool disposing) method GetGetter (line 648) | public override ValueGetter GetGetter(DataViewSchema... class GroupingOperations (line 666) | internal static partial class GroupingOperations method Group (line 668) | [TlcModule.EntryPoint(Name = "Transforms.CombinerByContiguousGroupId", FILE: src/Microsoft.ML.Transforms/HashJoiningTransform.cs class HashJoiningTransform (line 33) | [BestFriend] class Defaults (line 39) | private static class Defaults class Arguments (line 47) | public sealed class Arguments : TransformInputBase class Column (line 69) | public sealed class Column : OneToOneColumn method Parse (line 88) | internal static Column Parse(string str) method TryUnparse (line 96) | internal bool TryUnparse(StringBuilder sb) class ColumnOptions (line 108) | [BestFriend] method ColumnOptions (line 127) | public ColumnOptions(int[][] slotMap, int numberOfBits, uint hashSee... method GetItemType (line 147) | private static KeyDataViewType GetItemType(int numberOfBits) method GetVersionInfo (line 161) | private static VersionInfo GetVersionInfo() method HashJoiningTransform (line 187) | public HashJoiningTransform(IHostEnvironment env, method HashJoiningTransform (line 198) | public HashJoiningTransform(IHostEnvironment env, Arguments args, IDat... method HashJoiningTransform (line 224) | private HashJoiningTransform(IHost host, ModelLoadContext ctx, IDataVi... method Create (line 277) | public static HashJoiningTransform Create(IHostEnvironment env, ModelL... method SaveModel (line 289) | private protected override void SaveModel(ModelSaveContext ctx) method CreateColumnOptionsEx (line 330) | private ColumnOptions CreateColumnOptionsEx(bool join, string customSl... method CompileSlotMap (line 346) | private int[][] CompileSlotMap(string slotMapString, int srcSlotCount) method CreateDefaultSlotMap (line 370) | private static int[][] CreateDefaultSlotMap(bool join, int srcSlotCount) method TestColumnType (line 384) | private static string TestColumnType(DataViewType type) method SetMetadata (line 392) | private void SetMetadata() method GetSlotNames (line 409) | private void GetSlotNames(int iinfo, ref VBuffer>... method GetGetterCore (line 466) | protected override Delegate GetGetterCore(IChannel ch, DataViewRow inp... method ComposeGetterOneToOne (line 502) | private ValueGetter ComposeGetterOneToOne(DataViewRow inpu... method ComposeGetterVecToVec (line 526) | private ValueGetter> ComposeGetterVecToVec(DataVie... method ComposeGetterVecToOne (line 574) | private ValueGetter ComposeGetterVecToOne(DataViewRow inpu... method ComposeHashDelegate (line 611) | private HashDelegate ComposeHashDelegate() method ComposeFloatHashDelegate (line 634) | private HashDelegate ComposeFloatHashDelegate() method ComposeDoubleHashDelegate (line 642) | private HashDelegate ComposeDoubleHashDelegate() => Hash; method Hash (line 644) | private uint Hash(in float value, uint seed) => Hashing.MurmurRound(se... method Hash (line 646) | private uint Hash(in double value, uint seed) method GetColumnTypeCore (line 653) | protected override DataViewType GetColumnTypeCore(int iinfo) class HashJoin (line 660) | internal static class HashJoin method Apply (line 662) | [TlcModule.EntryPoint(Name = "Transforms.HashConverter", FILE: src/Microsoft.ML.Transforms/KernelCatalog.cs class KernelExpansionCatalog (line 14) | public static class KernelExpansionCatalog method ApproximatedKernelMap (line 40) | public static ApproximatedKernelMappingEstimator ApproximatedKernelMap... method ApproximatedKernelMap (line 56) | [BestFriend] FILE: src/Microsoft.ML.Transforms/KeyToVectorMapping.cs class KeyToBinaryVectorMappingTransformer (line 33) | public sealed class KeyToBinaryVectorMappingTransformer : OneToOneTransf... class Options (line 35) | internal sealed class Options method GetVersionInfo (line 46) | private static VersionInfo GetVersionInfo() method TestIsKey (line 64) | private string TestIsKey(DataViewType type) method CheckInputColumn (line 71) | private protected override void CheckInputColumn(DataViewSchema inputS... method KeyToBinaryVectorMappingTransformer (line 79) | internal KeyToBinaryVectorMappingTransformer(IHostEnvironment env, par... method SaveModel (line 84) | private protected override void SaveModel(ModelSaveContext ctx) method Create (line 97) | private static KeyToBinaryVectorMappingTransformer Create(IHostEnviron... method KeyToBinaryVectorMappingTransformer (line 108) | private KeyToBinaryVectorMappingTransformer(IHost host, ModelLoadConte... method Create (line 113) | private static IDataTransform Create(IHostEnvironment env, IDataView i... method Create (line 117) | private static IDataTransform Create(IHostEnvironment env, Options opt... method Create (line 137) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Create (line 141) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method MakeRowMapper (line 144) | private protected override IRowMapper MakeRowMapper(DataViewSchema sch... class Mapper (line 146) | private sealed class Mapper : OneToOneMapperBase class ColInfo (line 148) | private sealed class ColInfo method ColInfo (line 154) | public ColInfo(string name, string inputColumnName, DataViewType t... method Mapper (line 167) | public Mapper(KeyToBinaryVectorMappingTransformer parent, DataViewSc... method CreateInfos (line 188) | private ColInfo[] CreateInfos(DataViewSchema inputSchema) method GetOutputColumnsCore (line 203) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... method AddMetadata (line 218) | private void AddMetadata(int iinfo, DataViewSchema.Annotations.Build... method GenerateBitSlotName (line 268) | private void GenerateBitSlotName(int iinfo, ref VBuffer> MakeGetterOne(DataViewRow input,... method MakeGetterInd (line 381) | private ValueGetter> MakeGetterInd(DataViewRow input,... method EncodeValueToBinary (line 415) | private void EncodeValueToBinary(BufferBuilder bldr, uint val... class KeyToBinaryVectorMappingEstimator (line 446) | public sealed class KeyToBinaryVectorMappingEstimator : TrivialEstimator... method KeyToBinaryVectorMappingEstimator (line 448) | internal KeyToBinaryVectorMappingEstimator(IHostEnvironment env, param... method KeyToBinaryVectorMappingEstimator (line 453) | internal KeyToBinaryVectorMappingEstimator(IHostEnvironment env, strin... method KeyToBinaryVectorMappingEstimator (line 458) | private KeyToBinaryVectorMappingEstimator(IHostEnvironment env, KeyToB... method GetOutputSchema (line 467) | public override SchemaShape GetOutputSchema(SchemaShape inputSchema) FILE: src/Microsoft.ML.Transforms/LambdaTransform.cs class LambdaTransform (line 24) | [BestFriend] method GetVersionInfo (line 29) | private static VersionInfo GetVersionInfo() method SaveCustomTransformer (line 43) | internal static void SaveCustomTransformer(IExceptionContext ectx, Mod... method Create (line 56) | private static ITransformer Create(IHostEnvironment env, ModelLoadCont... method CreateMap (line 98) | public static IDataView CreateMap(IHostEnvironment... method CreateFilter (line 139) | public static IDataView CreateFilter(IHostEnvironment en... FILE: src/Microsoft.ML.Transforms/LearnerFeatureSelection.cs class LearnerFeatureSelectionTransform (line 25) | internal static class LearnerFeatureSelectionTransform class Options (line 30) | public sealed class Options method Check (line 71) | internal void Check(IExceptionContext ectx) method Create (line 87) | private static IDataTransform Create(IHostEnvironment env, Options opt... method CreateDropSlotsColumn (line 115) | private static SlotsDroppingTransformer.ColumnOptions CreateDropSlotsC... method ComputeThreshold (line 231) | private static float ComputeThreshold(ReadOnlySpan scores, int ... method TrainCore (line 266) | private static void TrainCore(IHost host, IDataView input, Options opt... method Train (line 306) | public static void Train(IHostEnvironment env, IDataView input, Option... FILE: src/Microsoft.ML.Transforms/LoadTransform.cs class LoadTransform (line 25) | internal static class LoadTransform class Arguments (line 27) | public class Arguments method Create (line 53) | public static IDataTransform Create(IHostEnvironment env, IDataView in... method Create (line 65) | private static IDataTransform Create(IHostEnvironment env, Arguments a... FILE: src/Microsoft.ML.Transforms/MetricStatistics.cs class MetricStatistics (line 14) | public sealed class MetricStatistics method MetricStatistics (line 39) | internal MetricStatistics() method Add (line 48) | internal void Add(double metric) class MetricsStatisticsUtils (line 54) | internal static class MetricsStatisticsUtils method AddToEach (line 56) | public static void AddToEach(IReadOnlyList src, IReadOnlyList<... method InitializeArray (line 64) | public static MetricStatistics[] InitializeArray(int length) type IMetricsStatistics (line 79) | internal interface IMetricsStatistics method Add (line 81) | void Add(T metrics); class RegressionMetricsStatistics (line 88) | public sealed class RegressionMetricsStatistics : IMetricsStatistics.Add(RegressionMetrics metrics) class BinaryClassificationMetricsStatistics (line 142) | public sealed class BinaryClassificationMetricsStatistics : IMetricsStat... method BinaryClassificationMetricsStatistics (line 184) | internal BinaryClassificationMetricsStatistics() method Add (line 200) | void IMetricsStatistics.Add(BinaryClassif... class MulticlassClassificationMetricsStatistics (line 217) | public sealed class MulticlassClassificationMetricsStatistics : IMetrics... method MulticlassClassificationMetricsStatistics (line 249) | internal MulticlassClassificationMetricsStatistics() method Add (line 262) | void IMetricsStatistics.Add(Multiclas... class RankingMetricsStatistics (line 280) | public sealed class RankingMetricsStatistics : IMetricsStatistics.Add(RankingMetrics metrics) FILE: src/Microsoft.ML.Transforms/MissingValueDroppingTransformer.cs class MissingValueDroppingEstimator (line 31) | internal sealed class MissingValueDroppingEstimator : TrivialEstimator> MakeVecGetter(DataViewRow i... method DropNAsAndDefaults (line 253) | private void DropNAsAndDefaults(ref VBuffer src, ref VBu... method DropNAs (line 297) | private void DropNAs(ref VBuffer src, ref VBuffer ... FILE: src/Microsoft.ML.Transforms/MissingValueHandlingTransformer.cs class MissingValueHandlingTransformer (line 22) | internal static class MissingValueHandlingTransformer type ReplacementKind (line 24) | public enum ReplacementKind : byte class Options (line 57) | public sealed class Options : TransformInputBase class Column (line 75) | public sealed class Column : OneToOneColumn method Parse (line 88) | internal static Column Parse(string str) method TryUnparse (line 96) | internal bool TryUnparse(StringBuilder sb) method Create (line 118) | private static IDataView Create(IHostEnvironment env, IDataView input,... method Create (line 133) | internal static IDataTransform Create(IHostEnvironment env, Options op... FILE: src/Microsoft.ML.Transforms/MissingValueIndicatorTransform.cs class MissingValueIndicatorTransform (line 22) | internal sealed class MissingValueIndicatorTransform : OneToOneTransform... class Column (line 24) | public sealed class Column : OneToOneColumn method Parse (line 26) | internal static Column Parse(string str) method TryUnparse (line 36) | internal bool TryUnparse(StringBuilder sb) class Arguments (line 43) | public sealed class Arguments method GetVersionInfo (line 50) | private static VersionInfo GetVersionInfo() method MissingValueIndicatorTransform (line 75) | public MissingValueIndicatorTransform(IHostEnvironment env, Arguments ... method MissingValueIndicatorTransform (line 85) | private MissingValueIndicatorTransform(IHost host, ModelLoadContext ct... method Create (line 98) | public static MissingValueIndicatorTransform Create(IHostEnvironment e... method SaveModel (line 117) | private protected override void SaveModel(ModelSaveContext ctx) method GetTypesAndMetadata (line 130) | private VectorDataViewType[] GetTypesAndMetadata() method GetColumnTypeCore (line 169) | protected override DataViewType GetColumnTypeCore(int iinfo) method GetSlotNames (line 175) | private void GetSlotNames(int iinfo, ref VBuffer>... method GetGetterCore (line 237) | protected override Delegate GetGetterCore(IChannel ch, DataViewRow inp... method FillValues (line 270) | private static void FillValues(float input, ref VBuffer result) method FillValues (line 294) | private static void FillValues(IExceptionContext ectx, ref VBuffer(DataViewType type) method MakeGetter (line 235) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method ComposeGetterOne (line 249) | private ValueGetter ComposeGetterOne(DataViewRow input, int ii... method ComposeGetterOne (line 252) | private ValueGetter ComposeGetterOne(DataViewRow input, int... method ComposeGetterVec (line 271) | private ValueGetter> ComposeGetterVec(DataViewRow inpu... method ComposeGetterVec (line 274) | private ValueGetter> ComposeGetterVec(DataViewRow i... method FindNAs (line 299) | private void FindNAs(in VBuffer src, InPredicate isNA, bool... method FillValues (line 344) | private void FillValues(int srcLength, ref VBuffer dst, List true; method SaveAsOnnx (line 441) | public void SaveAsOnnx(OnnxContext ctx) method SaveAsOnnxCore (line 463) | private bool SaveAsOnnxCore(OnnxContext ctx, int iinfo, ColInfo info... class MissingValueIndicatorEstimator (line 506) | public sealed class MissingValueIndicatorEstimator : TrivialEstimator(DataViewType type) method GetColumnPairs (line 181) | private static (string outputColumnName, string inputColumnName)[] Get... method CheckInputColumn (line 202) | private protected override void CheckInputColumn(DataViewSchema inputS... method MissingValueReplacingTransformer (line 210) | internal MissingValueReplacingTransformer(IHostEnvironment env, IDataV... method MissingValueReplacingTransformer (line 223) | private MissingValueReplacingTransformer(IHost host, ModelLoadContext ... method GetValuesArray (line 253) | private T[] GetValuesArray(VBuffer src, VectorDataViewType srcTy... method GetReplacementValues (line 277) | private void GetReplacementValues(IDataView input, MissingValueReplaci... method ComputeDefaultSlots (line 367) | private BitArray ComputeDefaultSlots(DataViewType type, Array values) method GetDefault (line 381) | private object GetDefault(DataViewType type) method GetIsNADelegate (line 393) | private Delegate GetIsNADelegate(DataViewType type) method GetIsNADelegate (line 398) | private Delegate GetIsNADelegate(DataViewType type) method GetSpecifiedValue (line 404) | private object GetSpecifiedValue(string srcStr, DataViewType dstType, ... method GetSpecifiedValue (line 411) | private object GetSpecifiedValue(string srcStr, DataViewType dstTyp... method Create (line 429) | internal static IDataTransform Create(IHostEnvironment env, Options op... method Create (line 454) | internal static IDataTransform Create(IHostEnvironment env, IDataView ... method Create (line 460) | private static MissingValueReplacingTransformer Create(IHostEnvironmen... method Create (line 472) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Create (line 476) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method CreateVBuffer (line 479) | private VBuffer CreateVBuffer(T[] array) method WriteTypeAndValue (line 485) | private void WriteTypeAndValue(Stream stream, BinarySaver saver, Da... method SaveModel (line 495) | private protected override void SaveModel(ModelSaveContext ctx) method MakeRowMapper (line 525) | private protected override IRowMapper MakeRowMapper(DataViewSchema sch... class Mapper (line 527) | private sealed class Mapper : OneToOneMapperBase, ISaveAsOnnx class ColInfo (line 529) | private sealed class ColInfo method ColInfo (line 535) | public ColInfo(string outputColumnName, string inputColumnName, Da... method CanSaveOnnx (line 554) | public bool CanSaveOnnx(OnnxContext ctx) => true; method Mapper (line 556) | public Mapper(MissingValueReplacingTransformer parent, DataViewSchem... method CreateInfos (line 593) | private ColInfo[] CreateInfos(DataViewSchema inputSchema) method GetOutputColumnsCore (line 608) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... method MakeGetter (line 622) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method ComposeGetterOne (line 636) | private Delegate ComposeGetterOne(DataViewRow input, int iinfo) method ComposeGetterOne (line 642) | private Delegate ComposeGetterOne(DataViewRow input, int iinfo) method ComposeGetterVec (line 662) | private Delegate ComposeGetterVec(DataViewRow input, int iinfo) method ComposeGetterVec (line 668) | private Delegate ComposeGetterVec(DataViewRow input, int iinfo) method FillValues (line 708) | private void FillValues(in VBuffer src, ref VBuffer dst, In... method FillValues (line 778) | private void FillValues(in VBuffer src, ref VBuffer dst, In... method SaveAsOnnx (line 848) | public void SaveAsOnnx(OnnxContext ctx) method SaveAsOnnxCore (line 870) | private bool SaveAsOnnxCore(OnnxContext ctx, int iinfo, ColInfo info... class MissingValueReplacingEstimator (line 926) | public sealed class MissingValueReplacingEstimator : IEstimator new Mi... FILE: src/Microsoft.ML.Transforms/MissingValueReplacingUtils.cs class MissingValueReplacingTransformer (line 15) | public sealed partial class MissingValueReplacingTransformer method CreateStatAggregator (line 17) | private static StatAggregator CreateStatAggregator(IChannel ch, DataVi... method Add (line 104) | private static DataViewRowId Add(DataViewRowId left, ulong right) method Subtract (line 113) | private static DataViewRowId Subtract(DataViewRowId left, ulong right) method Equals (line 122) | private static bool Equals(DataViewRowId left, ulong right) method GreaterThanOrEqual (line 127) | private static bool GreaterThanOrEqual(DataViewRowId left, ulong right) method GreaterThan (line 132) | private static bool GreaterThan(DataViewRowId left, ulong right) method ToDouble (line 137) | private static double ToDouble(DataViewRowId value) class StatAggregator (line 148) | private abstract class StatAggregator method StatAggregator (line 152) | protected StatAggregator(IChannel ch) method ProcessRow (line 159) | public abstract void ProcessRow(); method GetStat (line 161) | public abstract object GetStat(); method StatAggregator (line 185) | protected StatAggregator(IChannel ch, DataViewRowCursor cursor, int ... method ProcessRow (line 193) | public sealed override void ProcessRow() method ProcessRow (line 200) | protected abstract void ProcessRow(in TValue val); class StatAggregator (line 169) | private abstract class StatAggregator : StatAggregator method StatAggregator (line 152) | protected StatAggregator(IChannel ch) method ProcessRow (line 159) | public abstract void ProcessRow(); method GetStat (line 161) | public abstract object GetStat(); method StatAggregator (line 185) | protected StatAggregator(IChannel ch, DataViewRowCursor cursor, int ... method ProcessRow (line 193) | public sealed override void ProcessRow() method ProcessRow (line 200) | protected abstract void ProcessRow(in TValue val); class StatAggregatorAcrossSlots (line 203) | private abstract class StatAggregatorAcrossSlots : StatA... method StatAggregatorAcrossSlots (line 213) | protected StatAggregatorAcrossSlots(IChannel ch, DataViewRowCursor c... method ProcessRow (line 218) | protected sealed override void ProcessRow(in VBuffer src) method ProcessValue (line 229) | protected abstract void ProcessValue(in TItem val); class StatAggregatorBySlot (line 232) | private abstract class StatAggregatorBySlot : StatAg... method StatAggregatorBySlot (line 234) | protected StatAggregatorBySlot(IChannel ch, VectorDataViewType type,... method ProcessRow (line 242) | protected sealed override void ProcessRow(in VBuffer src) method ProcessValue (line 261) | protected abstract void ProcessValue(in TItem val, int slot); class MinMaxAggregatorOne (line 264) | private abstract class MinMaxAggregatorOne : StatAggreg... method MinMaxAggregatorOne (line 270) | protected MinMaxAggregatorOne(IChannel ch, DataViewRowCursor cursor,... method ProcessRow (line 280) | protected override void ProcessRow(in TValue val) method GetStat (line 285) | public override object GetStat() method ProcessValueMin (line 290) | protected abstract void ProcessValueMin(in TValue val); method ProcessValueMax (line 291) | protected abstract void ProcessValueMax(in TValue val); class MinMaxAggregatorAcrossSlots (line 294) | private abstract class MinMaxAggregatorAcrossSlots : Sta... method MinMaxAggregatorAcrossSlots (line 307) | protected MinMaxAggregatorAcrossSlots(IChannel ch, DataViewRowCursor... method ProcessValue (line 317) | protected override void ProcessValue(in TItem val) method ProcessValueMin (line 323) | protected abstract void ProcessValueMin(in TItem val); method ProcessValueMax (line 324) | protected abstract void ProcessValueMax(in TItem val); class MinMaxAggregatorBySlot (line 327) | private abstract class MinMaxAggregatorBySlot : Stat... method MinMaxAggregatorBySlot (line 335) | protected MinMaxAggregatorBySlot(IChannel ch, VectorDataViewType typ... method ProcessValue (line 349) | protected override void ProcessValue(in TItem val, int slot) method GetValuesProcessed (line 356) | protected long GetValuesProcessed(int slot) method ProcessValueMin (line 361) | protected abstract void ProcessValueMin(in TItem val, int slot); method ProcessValueMax (line 362) | protected abstract void ProcessValueMax(in TItem val, int slot); class ModeStat (line 369) | private class ModeStat method ModeStat (line 378) | public ModeStat(IsValid valid) method Update (line 386) | public void Update(TType val) method GetCurrentValue (line 408) | public TType GetCurrentValue() type MeanStatDouble (line 419) | private struct MeanStatDouble method Update (line 428) | public void Update(double val) method GetCurrentValue (line 452) | public double GetCurrentValue(IChannel ch, long count) method GetCurrentValue (line 472) | public double GetCurrentValue(IChannel ch, DataViewRowId count) type MeanStatInt (line 498) | private struct MeanStatInt method AssertValid (line 506) | [Conditional("DEBUG")] method Update (line 514) | public void Update(long? val, long valMax) class R4 (line 530) | private static class R4 class MeanAggregatorOne (line 535) | public sealed class MeanAggregatorOne : StatAggregator GetKeyLabels(Transposer trans, int labelCol,... method ComputeMutualInformation (line 592) | private Single[] ComputeMutualInformation(Transposer trans, int col) method MakeKeyMapper (line 643) | private static Mapper MakeKeyMapper(DataViewType type) method ComputeMutualInformation (line 660) | private float[] ComputeMutualInformation(Transposer trans, int co... method ComputeMutualInformation (line 684) | private float ComputeMutualInformation(in VBuffer features, int... method FillTable (line 725) | private void FillTable(in VBuffer features, int offset, int num... method BinKeys (line 767) | private static ValueMapper, VBuffer> BinKeys(Data... method CreateVectorMapper (line 789) | return CreateVectorMapper(mapper); method BinInts (line 795) | private void BinInts(in VBuffer input, ref VBuffer output, method BinSingles (line 814) | private void BinSingles(in VBuffer input, ref VBuffer out... method BinDoubles (line 840) | private void BinDoubles(in VBuffer input, ref VBuffer out... method BinBools (line 862) | private void BinBools(in VBuffer input, ref VBuffer output) method BinOneBool (line 869) | private void BinOneBool(in bool src, ref int dst) method CreateVectorMapper (line 879) | private static ValueMapper, VBuffer> CreateVectorMap... method MapVector (line 891) | private static void MapVector(this ValueMapper m... FILE: src/Microsoft.ML.Transforms/NAHandling.cs class NAHandling (line 16) | internal static class NAHandling method Drop (line 18) | [TlcModule.EntryPoint(Name = "Transforms.MissingValuesDropper", method Filter (line 33) | [TlcModule.EntryPoint(Name = "Transforms.MissingValuesRowDropper", method Handle (line 48) | [TlcModule.EntryPoint(Name = "Transforms.MissingValueHandler", method Indicator (line 63) | [TlcModule.EntryPoint(Name = "Transforms.MissingValueIndicator", method Replace (line 78) | [TlcModule.EntryPoint(Name = "Transforms.MissingValueSubstitutor", FILE: src/Microsoft.ML.Transforms/NormalizerCatalog.cs class NormalizationCatalog (line 16) | public static class NormalizationCatalog method Normalize (line 24) | [BestFriend] method NormalizeMinMax (line 51) | public static NormalizingEstimator NormalizeMinMax(this TransformsCata... method NormalizeMinMax (line 76) | public static NormalizingEstimator NormalizeMinMax(this TransformsCata... method NormalizeMeanVariance (line 101) | public static NormalizingEstimator NormalizeMeanVariance(this Transfor... method NormalizeMeanVariance (line 121) | public static NormalizingEstimator NormalizeMeanVariance(this Transfor... method NormalizeLogMeanVariance (line 146) | public static NormalizingEstimator NormalizeLogMeanVariance(this Trans... method NormalizeLogMeanVariance (line 164) | public static NormalizingEstimator NormalizeLogMeanVariance(this Trans... method NormalizeLogMeanVariance (line 189) | public static NormalizingEstimator NormalizeLogMeanVariance(this Trans... method NormalizeLogMeanVariance (line 210) | public static NormalizingEstimator NormalizeLogMeanVariance(this Trans... method NormalizeBinning (line 236) | public static NormalizingEstimator NormalizeBinning(this TransformsCat... method NormalizeBinning (line 263) | public static NormalizingEstimator NormalizeBinning(this TransformsCat... method NormalizeSupervisedBinning (line 291) | public static NormalizingEstimator NormalizeSupervisedBinning(this Tra... method NormalizeSupervisedBinning (line 315) | public static NormalizingEstimator NormalizeSupervisedBinning(this Tra... method NormalizeRobustScaling (line 346) | public static NormalizingEstimator NormalizeRobustScaling(this Transfo... method NormalizeRobustScaling (line 376) | public static NormalizingEstimator NormalizeRobustScaling(this Transfo... method Normalize (line 390) | [BestFriend] method NormalizeLpNorm (line 415) | public static LpNormNormalizingEstimator NormalizeLpNorm(this Transfor... method NormalizeLpNorm (line 424) | [BestFriend] method NormalizeGlobalContrast (line 449) | public static GlobalContrastNormalizingEstimator NormalizeGlobalContra... method NormalizeGlobalContrast (line 460) | [BestFriend] FILE: src/Microsoft.ML.Transforms/OneHotEncoding.cs class OneHotEncodingTransformer (line 28) | public sealed class OneHotEncodingTransformer : ITransformer class Column (line 30) | internal sealed class Column : ValueToKeyMappingTransformer.ColumnBase method Parse (line 35) | internal static Column Parse(string str) method TryParse (line 43) | private protected override bool TryParse(string str) method TryUnparse (line 59) | internal bool TryUnparse(StringBuilder sb) class Options (line 72) | internal sealed class Options : ValueToKeyMappingTransformer.OptionsBase method Options (line 81) | public Options() method Create (line 94) | internal static IDataTransform Create(IHostEnvironment env, Options op... method OneHotEncodingTransformer (line 127) | internal OneHotEncodingTransformer(ValueToKeyMappingEstimator term, IE... method GetOutputSchema (line 135) | public DataViewSchema GetOutputSchema(DataViewSchema inputSchema) => _... method Transform (line 137) | public IDataView Transform(IDataView input) => _transformer.Transform(... method Save (line 139) | void ICanSaveModel.Save(ModelSaveContext ctx) => (_transformer as ICan... method GetRowToRowMapper (line 143) | IRowToRowMapper ITransformer.GetRowToRowMapper(DataViewSchema inputSch... class OneHotEncodingEstimator (line 196) | public sealed class OneHotEncodingEstimator : IEstimator new OneHotEnc... method WrapTermWithDelegate (line 341) | [BestFriend] class Categorical (line 348) | internal static class Categorical method CatTransformDict (line 350) | [TlcModule.EntryPoint(Name = "Transforms.CategoricalOneHotVectorizer", method CatTransformHash (line 364) | [TlcModule.EntryPoint(Name = "Transforms.CategoricalHashOneHotVectoriz... method TextToKey (line 378) | [TlcModule.EntryPoint(Name = "Transforms.TextToKeyConverter", method KeyToText (line 392) | [TlcModule.EntryPoint(Name = "Transforms.KeyToTextConverter", FILE: src/Microsoft.ML.Transforms/OneHotHashEncoding.cs class OneHotHashEncodingTransformer (line 23) | public sealed class OneHotHashEncodingTransformer : ITransformer class Column (line 25) | internal sealed class Column : OneToOneColumn method Parse (line 47) | internal static Column Parse(string str) method TryParse (line 57) | private protected override bool TryParse(string str) method TryUnparse (line 73) | internal bool TryUnparse(StringBuilder sb) class Options (line 89) | internal sealed class Options : TransformInputBase method Create (line 132) | private static IDataView Create(IHostEnvironment env, method Create (line 143) | internal static IDataTransform Create(IHostEnvironment env, Options op... method OneHotHashEncodingTransformer (line 169) | internal OneHotHashEncodingTransformer(HashingEstimator hash, IEstimat... method GetOutputSchema (line 180) | public DataViewSchema GetOutputSchema(DataViewSchema inputSchema) => _... method Transform (line 186) | public IDataView Transform(IDataView input) => _transformer.Transform(... method Save (line 188) | void ICanSaveModel.Save(ModelSaveContext ctx) => (_transformer as ICan... method GetRowToRowMapper (line 198) | IRowToRowMapper ITransformer.GetRowToRowMapper(DataViewSchema inputSch... class OneHotHashEncodingEstimator (line 251) | public sealed class OneHotHashEncodingEstimator : IEstimator new OneHo... FILE: src/Microsoft.ML.Transforms/OptionalColumnTransform.cs class OptionalColumnTransform (line 32) | [BestFriend] class Arguments (line 35) | public sealed class Arguments : TransformInputBase class Bindings (line 41) | private sealed class Bindings : ColumnBindingsBase method Bindings (line 54) | private Bindings(OptionalColumnTransform parent, DataViewType[] colu... method Create (line 71) | public static Bindings Create(Arguments args, DataViewSchema input, ... method Create (line 89) | public static Bindings Create(IHostEnvironment env, ModelLoadContext... method Save (line 132) | public void Save(IHostEnvironment env, ModelSaveContext ctx) method SetMetadata (line 166) | private void SetMetadata() method GetColumnTypeCore (line 180) | protected override DataViewType GetColumnTypeCore(int iinfo) method GetAnnotationTypesCore (line 186) | protected override IEnumerable> G... method GetAnnotationTypeCore (line 191) | protected override DataViewType GetAnnotationTypeCore(string kind, i... method GetAnnotationCore (line 196) | protected override void GetAnnotationCore(string kind, int i... method GetDependencies (line 201) | public Func GetDependencies(Func predicate) method GetDependencies (line 220) | public IEnumerable GetDependencies(IEnumerabl... method GetVersionInfo (line 236) | private static VersionInfo GetVersionInfo() method OptionalColumnTransform (line 267) | public OptionalColumnTransform(IHostEnvironment env, IDataView input, ... method OptionalColumnTransform (line 275) | public OptionalColumnTransform(IHostEnvironment env, Arguments args, I... method OptionalColumnTransform (line 284) | private OptionalColumnTransform(IHost host, ModelLoadContext ctx, IDat... method Create (line 294) | public static OptionalColumnTransform Create(IHostEnvironment env, Mod... method SaveModel (line 304) | private protected override void SaveModel(ModelSaveContext ctx) method ShouldUseParallelCursors (line 317) | protected override bool? ShouldUseParallelCursors(Func pred... method GetRowCursorCore (line 323) | protected override DataViewRowCursor GetRowCursorCore(IEnumerable GetDependenciesC... method MapColumnIndex (line 370) | protected override int MapColumnIndex(out bool isSrc, int col) method CreateGetters (line 375) | protected override Delegate[] CreateGetters(DataViewRow input, IEnumer... method GetSrcGetter (line 404) | private ValueGetter GetSrcGetter(DataViewRow input, int iinfo) method MakeGetter (line 409) | private Delegate MakeGetter(int iinfo) method MakeGetterOne (line 417) | private Delegate MakeGetterOne() method MakeGetterVec (line 422) | private Delegate MakeGetterVec(int length) class Cursor (line 428) | private sealed class Cursor : SynchronizedCursorBase method Cursor (line 440) | public Cursor(IChannelProvider provider, Bindings bindings, DataView... method IsColumnActive (line 463) | public override bool IsColumnActive(DataViewSchema.Column column) method GetGetter (line 476) | public override ValueGetter GetGetter(DataViewSchema... method MakeGetter (line 497) | private Delegate MakeGetter(int iinfo) method MakeGetterOne (line 505) | private Delegate MakeGetterOne() method MakeGetterVec (line 510) | private Delegate MakeGetterVec(int length) method SaveAsOnnx (line 517) | public void SaveAsOnnx(OnnxContext ctx) method CanSaveOnnx (line 539) | public bool CanSaveOnnx(OnnxContext ctx) => true; method SaveAsOnnxCore (line 541) | private bool SaveAsOnnxCore(OnnxContext ctx, string srcVariableName, D... method MakeOptional (line 582) | [TlcModule.EntryPoint(Desc = Summary, FILE: src/Microsoft.ML.Transforms/PermutationFeatureImportance.cs class PermutationFeatureImportance (line 17) | internal static class PermutationFeatureImportance method GetSlotName (line 251) | private static ReadOnlyMemory GetSlotName(VBuffer method PermutationFeatureImportance (line 127) | public static ImmutableDictionary method RegressionDelta (line 161) | private static RegressionMetrics RegressionDelta( method PermutationFeatureImportance (line 214) | public static ImmutableArray method PermutationFeatureImportanceNonCalibrated (line 277) | public static ImmutableDictionary method PermutationFeatureImportance (line 431) | public static ImmutableDictionary method PermutationFeatureImportance (line 593) | public static ImmutableDictionary method RankingDelta (line 628) | private static RankingMetrics RankingDelta( method ComputeSequenceDeltas (line 641) | private static double[] ComputeSequenceDeltas(IReadOnlyList a,... method PermutationFeatureImportance (line 651) | private static ImmutableDictionary method GetImplementedIPredictionTransformer (line 724) | private static Type GetImplementedIPredictionTransformer(Type type) FILE: src/Microsoft.ML.Transforms/ProduceIdTransform.cs class ProduceIdTransform (line 29) | internal sealed class ProduceIdTransform : RowToRowTransformBase class Arguments (line 31) | public sealed class Arguments class Bindings (line 37) | private sealed class Bindings : ColumnBindingsBase method Bindings (line 39) | public Bindings(DataViewSchema input, bool user, string name) method GetColumnTypeCore (line 45) | protected override DataViewType GetColumnTypeCore(int iinfo) method Create (line 51) | public static Bindings Create(ModelLoadContext ctx, DataViewSchema i... method Save (line 62) | internal void Save(ModelSaveContext ctx) method GetDependencies (line 71) | public Func GetDependencies(Func predicate) method GetVersionInfo (line 83) | private static VersionInfo GetVersionInfo() method ProduceIdTransform (line 100) | public ProduceIdTransform(IHostEnvironment env, Arguments args, IDataV... method ProduceIdTransform (line 109) | private ProduceIdTransform(IHost host, ModelLoadContext ctx, IDataView... method Create (line 119) | public static ProduceIdTransform Create(IHostEnvironment env, ModelLoa... method SaveModel (line 129) | private protected override void SaveModel(ModelSaveContext ctx) method GetRowCursorCore (line 140) | protected override DataViewRowCursor GetRowCursorCore(IEnumerable pred... class Cursor (line 173) | private sealed class Cursor : SynchronizedCursorBase method Cursor (line 180) | public Cursor(IChannelProvider provider, Bindings bindings, DataView... method IsColumnActive (line 191) | public override bool IsColumnActive(DataViewSchema.Column column) method GetGetter (line 209) | public override ValueGetter GetGetter(DataViewSchema... FILE: src/Microsoft.ML.Transforms/Properties/Resources.Designer.cs class Resources (line 22) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("System.Resource... method Resources (line 31) | [global::System.Diagnostics.CodeAnalysis.SuppressMessageAttribute("Mic... FILE: src/Microsoft.ML.Transforms/RandomFourierFeaturizing.cs class ApproximatedKernelTransformer (line 34) | public sealed class ApproximatedKernelTransformer : OneToOneTransformerBase class Options (line 36) | internal sealed class Options class Column (line 56) | internal sealed class Column : OneToOneColumn method Parse (line 72) | internal static Column Parse(string str) method TryUnparse (line 82) | internal bool TryUnparse(StringBuilder sb) class TransformInfo (line 91) | private sealed class TransformInfo method TransformInfo (line 107) | public TransformInfo(IHost host, ApproximatedKernelMappingEstimator.... method TransformInfo (line 130) | public TransformInfo(IHostEnvironment env, ModelLoadContext ctx, str... method Save (line 163) | internal void Save(ModelSaveContext ctx, string directoryName) method GetDDimensionalFeatureMapping (line 181) | private void GetDDimensionalFeatureMapping(int rowSize) method GetDRotationTerms (line 192) | private void GetDRotationTerms(int colSize) method InitializeFourierCoefficients (line 198) | private void InitializeFourierCoefficients(int rowSize, int colSize) method GetVersionInfo (line 213) | private static VersionInfo GetVersionInfo() method TestColumnType (line 229) | private static string TestColumnType(DataViewType type) method GetColumnPairs (line 236) | private static (string outputColumnName, string inputColumnName)[] Get... method CheckInputColumn (line 242) | private protected override void CheckInputColumn(DataViewSchema inputS... method ApproximatedKernelTransformer (line 253) | internal ApproximatedKernelTransformer(IHostEnvironment env, IDataView... method RoundUp (line 268) | private static int RoundUp(int cflt, int cfltAlign) method GetAvgDistances (line 279) | private float[] GetAvgDistances(ApproximatedKernelMappingEstimator.Col... method Create (line 386) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Create (line 390) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method ApproximatedKernelTransformer (line 393) | private ApproximatedKernelTransformer(IHost host, ModelLoadContext ctx) method Create (line 410) | private static IDataTransform Create(IHostEnvironment env, Options opt... method Create (line 438) | private static ApproximatedKernelTransformer Create(IHostEnvironment e... method SaveModel (line 453) | private protected override void SaveModel(ModelSaveContext ctx) method MakeRowMapper (line 467) | private protected override IRowMapper MakeRowMapper(DataViewSchema sch... class Mapper (line 469) | private sealed class Mapper : OneToOneMapperBase method Mapper (line 476) | public Mapper(ApproximatedKernelTransformer parent, DataViewSchema i... method GetOutputColumnsCore (line 494) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... method MakeGetter (line 502) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method GetterFromVectorType (line 512) | private ValueGetter> GetterFromVectorType(DataViewRow... method GetterFromFloatType (line 529) | private ValueGetter> GetterFromFloatType(DataViewRow ... method TransformFeatures (line 548) | private void TransformFeatures(in VBuffer src, ref VBuffer new Appro... method GetOutputSchema (line 722) | public SchemaShape GetOutputSchema(SchemaShape inputSchema) FILE: src/Microsoft.ML.Transforms/StatefulCustomMappingTransformer.cs class StatefulCustomMappingTransformer (line 21) | public sealed class StatefulCustomMappingTransformer... method StatefulCustomMappingTransformer (line 47) | internal StatefulCustomMappingTransformer(IHostEnvironment env, Action... method Save (line 64) | void ICanSaveModel.Save(ModelSaveContext ctx) => SaveModel(ctx); method SaveModel (line 66) | internal void SaveModel(ModelSaveContext ctx) method GetOutputSchema (line 77) | public DataViewSchema GetOutputSchema(DataViewSchema inputSchema) method Transform (line 88) | public IDataView Transform(IDataView input) method GetRowToRowMapper (line 99) | IRowToRowMapper ITransformer.GetRowToRowMapper(DataViewSchema inputSch... class RowToRowMapper (line 105) | private sealed class RowToRowMapper : RowToRowMapperTransformBase method RowToRowMapper (line 113) | public RowToRowMapper(IHostEnvironment env, StatefulCustomMappingTra... method GetRowCursorSet (line 129) | public override DataViewRowCursor[] GetRowCursorSet(IEnumerable(DataViewRow input, string colName, ... method GetDependenciesCore (line 206) | protected override IEnumerable GetDependencie... method GetRowCursorCore (line 229) | protected override DataViewRowCursor GetRowCursorCore(IEnumerable pr... method SaveModel (line 258) | private protected override void SaveModel(ModelSaveContext ctx) class Cursor (line 263) | private sealed class Cursor : SynchronizedCursorBase method Cursor (line 272) | public Cursor(RowToRowMapper parent, DataViewRowCursor input, bool... method GetGetter (line 312) | public override ValueGetter GetGetter(DataViewSche... method IsColumnActive (line 330) | public override bool IsColumnActive(DataViewSchema.Column column) class StatefulCustomMappingEstimator (line 363) | public sealed class StatefulCustomMappingEstimator :... method StatefulCustomMappingEstimator (line 375) | internal StatefulCustomMappingEstimator(IHostEnvironment env, Action : IDat... method StatefulFilterTransform (line 54) | public StatefulFilterTransform(IHostEnvironment env, IDataView source,... method StatefulFilterTransform (line 79) | private StatefulFilterTransform(IHostEnvironment env, StatefulFilterTr... method GetRowCount (line 97) | public long? GetRowCount() method GetRowCursor (line 103) | public DataViewRowCursor GetRowCursor(IEnumerable parent, Ro... method Dispose (line 169) | protected override void Dispose(bool disposing) method GetIdGetter (line 187) | public override ValueGetter GetIdGetter() method MoveNextCore (line 192) | protected override bool MoveNextCore() method RunLambda (line 204) | private void RunLambda(out bool isRowAccepted) method IsColumnActive (line 216) | public override bool IsColumnActive(DataViewSchema.Column column) method GetGetter (line 233) | public override ValueGetter GetGetter(DataViewSchema... FILE: src/Microsoft.ML.Transforms/SvmLight/SvmLightLoader.cs class SvmLightLoader (line 77) | public sealed class SvmLightLoader : IDataLoader type FeatureIndices (line 79) | internal enum FeatureIndices class Options (line 86) | internal sealed class Options class Input (line 103) | private sealed class Input method MapComment (line 109) | public static void MapComment(Input input, CommentIndicator output) class CommentIndicator (line 126) | private sealed class CommentIndicator class InputMapper (line 136) | private sealed class InputMapper method InputMapper (line 142) | public InputMapper() method MapInput (line 149) | public void MapInput(Input input, IntermediateInput intermediate) method SplitOneRight (line 244) | private static bool SplitOneRight(ReadOnlyMemory memory, char ... class IntermediateInput (line 270) | private sealed class IntermediateInput class Indices (line 286) | private sealed class Indices class IndexParser (line 292) | private sealed class IndexParser method IndexParser (line 297) | public IndexParser(bool zeroBased, ulong featureCount) method ParseIndices (line 303) | public void ParseIndices(IntermediateInput input, Indices output) class IntermediateOut (line 328) | private sealed class IntermediateOut class Output (line 334) | private sealed class Output class OutputMapper (line 343) | private sealed class OutputMapper method OutputMapper (line 349) | public OutputMapper(int keyCount) method Map (line 359) | public void Map(IntermediateOut intermediate, Output output) method MapCore (line 364) | private void MapCore(ref VBuffer keys, ref VBuffer valu... class TextDataView (line 395) | private sealed class TextDataView : IDataView method TextDataView (line 404) | public TextDataView(IHostEnvironment env, IMultiStreamSource files) method GetRowCount (line 417) | public long? GetRowCount() method GetRowCursor (line 424) | public DataViewRowCursor GetRowCursor(IEnumerable val) method GetGetter (line 479) | public override ValueGetter GetGetter(DataViewSche... method GetIdGetter (line 491) | public override ValueGetter GetIdGetter() method IsColumnActive (line 501) | public override bool IsColumnActive(DataViewSchema.Column column) method MoveNextCore (line 507) | protected override bool MoveNextCore() method GetVersionInfo (line 541) | private static VersionInfo GetVersionInfo() method SvmLightLoader (line 552) | internal SvmLightLoader(IHostEnvironment env, Options options = null, ... method SvmLightLoader (line 592) | private SvmLightLoader(IHost host, ModelLoadContext ctx) method Create (line 610) | internal static SvmLightLoader Create(IHostEnvironment env, ModelLoadC... method Save (line 621) | void ICanSaveModel.Save(ModelSaveContext ctx) method CreateOutputSchema (line 639) | private DataViewSchema CreateOutputSchema() method GetData (line 652) | private static IDataView GetData(IHostEnvironment env, long? numRows, ... method InferMax (line 673) | private static uint InferMax(IHostEnvironment env, IDataView view) method CreateOutputTransformer (line 713) | private static ITransformer CreateOutputTransformer(IHostEnvironment e... method GetOutputSchema (line 748) | public DataViewSchema GetOutputSchema() => _outputSchema; method Load (line 750) | public IDataView Load(IMultiStreamSource input) method Create (line 763) | internal static ILegacyDataLoader Create(IHostEnvironment env, ModelLo... method Create (line 768) | internal static ILegacyDataLoader Create(IHostEnvironment env, Options... class LegacyLoader (line 774) | private sealed class LegacyLoader : ILegacyDataLoader method LegacyLoader (line 783) | public LegacyLoader(SvmLightLoader loader, IDataView view) method GetRowCount (line 789) | public long? GetRowCount() => _view.GetRowCount(); method GetRowCursor (line 791) | public DataViewRowCursor GetRowCursor(IEnumerable termID, ReadOnlySpan term... method LoadDocDense (line 210) | public int LoadDocDense(ReadOnlySpan termVal, int termNum, int... method GetDocTopicVector (line 224) | public List> GetDocTopicVector(int docID) method TestDoc (line 261) | public List> TestDoc(ReadOnlySpan termID... method TestDocDense (line 292) | public List> TestDocDense(ReadOnlySpan[] GetModel(int wordId) method GetTopicSummary (line 346) | public KeyValuePair[] GetTopicSummary(int topicId) method SetModel (line 357) | public void SetModel(int termID, int[] topicID, int[] topicProb, int t... method Dispose (line 366) | public void Dispose() FILE: src/Microsoft.ML.Transforms/Text/LdaTransform.cs class LatentDirichletAllocationTransformer (line 52) | public sealed class LatentDirichletAllocationTransformer : OneToOneTrans... class Options (line 54) | internal sealed class Options : TransformInputBase class Column (line 109) | internal sealed class Column : OneToOneColumn method Parse (line 147) | internal static Column Parse(string str) method TryUnparse (line 157) | internal bool TryUnparse(StringBuilder sb) class ModelParameters (line 170) | public sealed class ModelParameters type ItemScore (line 172) | public struct ItemScore method ItemScore (line 176) | public ItemScore(int item, float score) type WordItemScore (line 182) | public struct WordItemScore method WordItemScore (line 187) | public WordItemScore(int item, string word, float score) method ModelParameters (line 201) | internal ModelParameters(IReadOnlyList> ite... method ModelParameters (line 206) | internal ModelParameters(IReadOnlyList>... method GetLdaDetails (line 217) | public ModelParameters GetLdaDetails(int columnIndex) class LdaState (line 227) | private sealed class LdaState : IDisposable method LdaState (line 236) | private LdaState() method LdaState (line 242) | internal LdaState(IExceptionContext ectx, LatentDirichletAllocationE... method LdaState (line 266) | internal LdaState(IExceptionContext ectx, ModelLoadContext ctx) method GetLdaSummary (line 336) | internal ModelParameters GetLdaSummary(VBuffer>... method Save (line 373) | internal void Save(ModelSaveContext ctx) method AllocateDataMemory (line 410) | public void AllocateDataMemory(int docNum, long corpusSize) method FeedTrain (line 415) | public int FeedTrain(IExceptionContext ectx, in VBuffer input) method CompleteTrain (line 456) | public void CompleteTrain() method Output (line 465) | public void Output(in VBuffer src, ref VBuffer dst, i... method Dispose (line 556) | public void Dispose() class Mapper (line 562) | private sealed class Mapper : OneToOneMapperBase method Mapper (line 567) | public Mapper(LatentDirichletAllocationTransformer parent, DataViewS... method GetOutputColumnsCore (line 585) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... method MakeGetter (line 596) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method GetTopic (line 605) | private ValueGetter> GetTopic(DataViewRow input, int ... method GetVersionInfo (line 624) | private static VersionInfo GetVersionInfo() method GetColumnPairs (line 645) | private static (string outputColumnName, string inputColumnName)[] Get... method LatentDirichletAllocationTransformer (line 658) | private LatentDirichletAllocationTransformer(IHostEnvironment env, method LatentDirichletAllocationTransformer (line 670) | private LatentDirichletAllocationTransformer(IHost host, ModelLoadCont... method TrainLdaTransformer (line 690) | internal static LatentDirichletAllocationTransformer TrainLdaTransform... method Dispose (line 703) | public void Dispose() method Create (line 713) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Create (line 717) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method Create (line 721) | private static IDataTransform Create(IHostEnvironment env, Options opt... method Create (line 733) | private static LatentDirichletAllocationTransformer Create(IHostEnviro... method SaveModel (line 754) | private protected override void SaveModel(ModelSaveContext ctx) method SaveTopicWordSummary (line 776) | private void SaveTopicWordSummary(ModelSaveContext ctx, int i) method GetFrequency (line 814) | private static int GetFrequency(double value) method Train (line 822) | private static List>> Train(IHostEnvironm... method MakeRowMapper (line 973) | private protected override IRowMapper MakeRowMapper(DataViewSchema sch... class LatentDirichletAllocationEstimator (line 1029) | public sealed class LatentDirichletAllocationEstimator : IEstimator GetDependenciesCore(Func _pa... method GetOutputColumnsCore (line 605) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsCore() method AddMetadata (line 617) | private void AddMetadata(int i, DataViewSchema.Annotations.Builder bui... method InvertHashHelper (line 646) | public InvertHashHelper(NgramHashingTransformer parent, DataViewSchema i... class NGram (line 682) | private sealed class NGram : IEquatable method NGram (line 691) | public NGram(uint[] ngram, int lim, int srcCol) method Clone (line 702) | public NGram Clone() method Equals (line 709) | public bool Equals(NGram other) method GetHashCode (line 728) | public override int GetHashCode() method ClearDst (line 738) | private static void ClearDst(ref StringBuilder dst) method Decorate (line 746) | public NgramIdFinder Decorate(int iinfo, NgramIdFinder finder) method Assert (line 785) | else method if (line 789) | if (srcNames == null) method stringMapper (line 799) | stringMapper = class NgramHashingEstimator (line 885) | public sealed class NgramHashingEstimator : IEstimator new NgramHashin... FILE: src/Microsoft.ML.Transforms/Text/NgramTransform.cs class NgramExtractingTransformer (line 36) | public sealed class NgramExtractingTransformer : OneToOneTransformerBase class Column (line 38) | internal sealed class Column : OneToOneColumn method Parse (line 58) | internal static Column Parse(string str) method TryUnparse (line 68) | internal bool TryUnparse(StringBuilder sb) class Options (line 77) | internal sealed class Options : TransformInputBase method GetVersionInfo (line 109) | private static VersionInfo GetVersionInfo() class TransformInfo (line 122) | private sealed class TransformInfo method TransformInfo (line 133) | public TransformInfo(NgramExtractingEstimator.ColumnOptions info) method TransformInfo (line 142) | public TransformInfo(ModelLoadContext ctx, bool readWeighting) method Save (line 164) | internal void Save(ModelSaveContext ctx) method GetColumnPairs (line 194) | private static (string outputColumnName, string inputColumnName)[] Get... method CheckInputColumn (line 200) | private protected override void CheckInputColumn(DataViewSchema inputS... method NgramExtractingTransformer (line 207) | internal NgramExtractingTransformer(IHostEnvironment env, IDataView in... method Train (line 221) | private static SequencePool[] Train(IHostEnvironment env, NgramExtract... method AssertValid (line 322) | [Conditional("DEBUG")] method GetNgramIdFinderAdd (line 338) | private static NgramIdFinder GetNgramIdFinderAdd(IHostEnvironment env,... method Create (line 372) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Create (line 376) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method NgramExtractingTransformer (line 379) | private NgramExtractingTransformer(IHost host, ModelLoadContext ctx) : method Create (line 409) | internal static IDataTransform Create(IHostEnvironment env, Options op... method Create (line 438) | private static NgramExtractingTransformer Create(IHostEnvironment env,... method SaveModel (line 453) | private protected override void SaveModel(ModelSaveContext ctx) method MakeRowMapper (line 473) | private protected override IRowMapper MakeRowMapper(DataViewSchema sch... class Mapper (line 475) | private sealed class Mapper : OneToOneMapperBase, ISaveAsOnnx method Mapper (line 482) | public Mapper(NgramExtractingTransformer parent, DataViewSchema inpu... method GetOutputColumnsCore (line 497) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... method AddMetadata (line 510) | private void AddMetadata(int iinfo, DataViewSchema.Annotations.Build... method GetSlotNames (line 524) | private void GetSlotNames(int iinfo, int size, ref VBuffer GetNgramData(int iinfo, out long[] ngramCo... method ComposeNgramString (line 632) | private void ComposeNgramString(uint[] ngram, int count, StringBuild... method GetNgramIdFinder (line 656) | private NgramIdFinder GetNgramIdFinder(int iinfo) method MakeGetter (line 670) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method CanSaveOnnx (line 742) | public bool CanSaveOnnx(OnnxContext ctx) => true; method SaveAsOnnx (line 744) | public void SaveAsOnnx(OnnxContext ctx) method SaveAsOnnxCore (line 771) | private void SaveAsOnnxCore(OnnxContext ctx, int iinfo, string srcVa... class NgramExtractingEstimator (line 859) | public sealed class NgramExtractingEstimator : IEstimator new NgramExt... method IsColumnTypeValid (line 958) | internal static bool IsColumnTypeValid(DataViewType type) method IsSchemaColumnValid (line 970) | internal static bool IsSchemaColumnValid(SchemaShape.Column col) class ColumnOptions (line 987) | [BestFriend] method ColumnOptions (line 1022) | public ColumnOptions(string name, string inputColumnName = null, method ColumnOptions (line 1032) | internal ColumnOptions(string name, method GetOutputSchema (line 1077) | public SchemaShape GetOutputSchema(SchemaShape inputSchema) FILE: src/Microsoft.ML.Transforms/Text/NgramUtils.cs class NgramBufferBuilder (line 26) | internal sealed class NgramBufferBuilder method NgramBufferBuilder (line 47) | public NgramBufferBuilder(int ngramLength, int skipLength, int slotLim... method Reset (line 64) | public void Reset() method AddNgrams (line 70) | public bool AddNgrams(in VBuffer src, int icol, uint keyMax) method GetResult (line 133) | public void GetResult(ref VBuffer dst) method ProcessNgrams (line 139) | private bool ProcessNgrams(int icol) method ProcessSkipNgrams (line 179) | private bool ProcessSkipNgrams(int icol, int i, int skips) class NgramUtils (line 205) | internal static class NgramUtils method IsValidNgramRawType (line 207) | public static bool IsValidNgramRawType(Type rawType) FILE: src/Microsoft.ML.Transforms/Text/SentimentAnalyzingTransform.cs class SentimentAnalyzingTransformer (line 21) | internal static class SentimentAnalyzingTransformer class Arguments (line 23) | public sealed class Arguments : TransformInputBase method Create (line 52) | internal static IDataTransform Create(IHostEnvironment env, Arguments ... method AliasIfNeeded (line 118) | private static IDataView AliasIfNeeded(IHostEnvironment env, IDataView... method UnaliasIfNeeded (line 137) | private static IDataView UnaliasIfNeeded(IHostEnvironment env, IDataVi... method LoadTransforms (line 146) | private static IDataView LoadTransforms(IHostEnvironment env, IDataVie... FILE: src/Microsoft.ML.Transforms/Text/StopWordsRemovingTransformer.cs type IStopWordsRemoverFactory (line 51) | [TlcModule.ComponentKind("StopWordsRemover")] class PredefinedStopWordsRemoverFactory (line 54) | [TlcModule.Component(Name = "Predefined", FriendlyName = "Predefined Sto... method CreateComponent (line 58) | public ITransformer CreateComponent(IHostEnvironment env, IDataView in... class StopWordsRemovingTransformer (line 67) | public sealed class StopWordsRemovingTransformer : OneToOneTransformerBase class Column (line 69) | internal sealed class Column : OneToOneColumn method Parse (line 79) | internal static Column Parse(string str) method TryUnparse (line 89) | internal bool TryUnparse(StringBuilder sb) class Options (line 98) | internal sealed class Options method GetVersionInfo (line 119) | private static VersionInfo GetVersionInfo() method GetColumnPairs (line 181) | private static (string outputColumnName, string inputColumnName)[] Get... method CheckInputColumn (line 187) | private protected override void CheckInputColumn(DataViewSchema inputS... method StopWordsRemovingTransformer (line 199) | internal StopWordsRemovingTransformer(IHostEnvironment env, params Sto... method SaveModel (line 205) | private protected override void SaveModel(ModelSaveContext ctx) method StopWordsRemovingTransformer (line 224) | private StopWordsRemovingTransformer(IHost host, ModelLoadContext ctx) : method Create (line 244) | private static StopWordsRemovingTransformer Create(IHostEnvironment en... method Create (line 254) | internal static IDataTransform Create(IHostEnvironment env, Options op... method Create (line 275) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Create (line 279) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method MakeRowMapper (line 282) | private protected override IRowMapper MakeRowMapper(DataViewSchema sch... method CheckResources (line 284) | private void CheckResources() method AddResourceIfNotPresent (line 319) | private static void AddResourceIfNotPresent(StopWordsRemovingEstimator... method GetResourceFileStreamOrNull (line 341) | private static Stream GetResourceFileStreamOrNull(StopWordsRemovingEst... class Mapper (line 347) | private sealed class Mapper : MapperBase, ISaveAsOnnx method CanSaveOnnx (line 355) | public bool CanSaveOnnx(OnnxContext ctx) => true; method Mapper (line 357) | public Mapper(StopWordsRemovingTransformer parent, DataViewSchema in... method GetOutputColumnsCore (line 390) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... method MakeGetter (line 402) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method SaveAsOnnx (line 444) | public void SaveAsOnnx(OnnxContext ctx) method SaveAsOnnxCore (line 459) | private void SaveAsOnnxCore(OnnxContext ctx, int iinfo, string srcVa... method UpdateLanguage (line 483) | private void UpdateLanguage(ref StopWordsRemovingEstimator.Language ... method ResourceExists (line 498) | private bool ResourceExists(StopWordsRemovingEstimator.Language lang) method GetDependenciesCore (line 507) | private protected override Func GetDependenciesCore(Func<... method SaveModel (line 520) | private protected override void SaveModel(ModelSaveContext ctx) => _... class StopWordsRemovingEstimator (line 546) | public sealed class StopWordsRemovingEstimator : TrivialEstimator method StopWordsRemovingEstimator (line 643) | internal StopWordsRemovingEstimator(IHostEnvironment env, string outpu... method StopWordsRemovingEstimator (line 655) | internal StopWordsRemovingEstimator(IHostEnvironment env, (string outp... method StopWordsRemovingEstimator (line 660) | internal StopWordsRemovingEstimator(IHostEnvironment env, params Colum... method GetOutputSchema (line 669) | public override SchemaShape GetOutputSchema(SchemaShape inputSchema) class CustomStopWordsRemovingTransformer (line 688) | public sealed class CustomStopWordsRemovingTransformer : OneToOneTransfo... class Column (line 690) | internal sealed class Column : OneToOneColumn method Parse (line 692) | internal static Column Parse(string str) method TryUnparse (line 700) | internal bool TryUnparse(StringBuilder sb) class ArgumentsBase (line 707) | internal abstract class ArgumentsBase class Options (line 725) | internal sealed class Options : ArgumentsBase class LoaderArguments (line 731) | [TlcModule.Component(Name = "Custom", FriendlyName = "Custom Stopwords... method CreateComponent (line 735) | public ITransformer CreateComponent(IHostEnvironment env, IDataView ... method GetVersionInfo (line 749) | private static VersionInfo GetVersionInfo() method GetStopwordsManagerVersionInfo (line 762) | private static VersionInfo GetStopwordsManagerVersionInfo() method GetLoaderForStopwords (line 778) | private ILegacyDataLoader GetLoaderForStopwords(IChannel ch, string da... method LoadStopWords (line 831) | private void LoadStopWords(IChannel ch, ReadOnlyMemory stopwords... method CustomStopWordsRemovingTransformer (line 909) | internal CustomStopWordsRemovingTransformer(IHostEnvironment env, stri... method CustomStopWordsRemovingTransformer (line 927) | internal CustomStopWordsRemovingTransformer(IHostEnvironment env, stri... method SaveModel (line 936) | private protected override void SaveModel(ModelSaveContext ctx) method CustomStopWordsRemovingTransformer (line 975) | private CustomStopWordsRemovingTransformer(IHost host, ModelLoadContex... method Create (line 1020) | private static CustomStopWordsRemovingTransformer Create(IHostEnvironm... method Create (line 1030) | internal static IDataTransform Create(IHostEnvironment env, Options op... method Create (line 1052) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Create (line 1056) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method MakeRowMapper (line 1059) | private protected override IRowMapper MakeRowMapper(DataViewSchema sch... class Mapper (line 1061) | private sealed class Mapper : OneToOneMapperBase, ISaveAsOnnx method CanSaveOnnx (line 1066) | public bool CanSaveOnnx(OnnxContext ctx) => true; method Mapper (line 1068) | public Mapper(CustomStopWordsRemovingTransformer parent, DataViewSch... method GetOutputColumnsCore (line 1084) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... method MakeGetter (line 1096) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method SaveAsOnnx (line 1132) | public void SaveAsOnnx(OnnxContext ctx) method SaveAsOnnxCore (line 1150) | private void SaveAsOnnxCore(OnnxContext ctx, int iinfo, string srcVa... class CustomStopWordsRemovingEstimator (line 1193) | public sealed class CustomStopWordsRemovingEstimator : TrivialEstimator<... class Options (line 1198) | public sealed class Options : IStopWordsRemoverOptions method CustomStopWordsRemovingEstimator (line 1216) | internal CustomStopWordsRemovingEstimator(IHostEnvironment env, string... method CustomStopWordsRemovingEstimator (line 1228) | internal CustomStopWordsRemovingEstimator(IHostEnvironment env, (strin... method GetOutputSchema (line 1237) | public override SchemaShape GetOutputSchema(SchemaShape inputSchema) FILE: src/Microsoft.ML.Transforms/Text/TextCatalog.cs class TextCatalog (line 18) | public static class TextCatalog method FeaturizeText (line 36) | public static TextFeaturizingEstimator FeaturizeText(this TransformsCa... method FeaturizeText (line 61) | public static TextFeaturizingEstimator FeaturizeText(this TransformsCa... method TokenizeIntoCharactersAsKeys (line 89) | public static TokenizingByCharactersEstimator TokenizeIntoCharactersAs... method TokenizeIntoCharactersAsKeys (line 103) | [BestFriend] method NormalizeText (line 134) | public static TextNormalizingEstimator NormalizeText(this TransformsCa... method ApplyWordEmbedding (line 162) | public static WordEmbeddingEstimator ApplyWordEmbedding(this Transform... method ApplyWordEmbedding (line 186) | public static WordEmbeddingEstimator ApplyWordEmbedding(this Transform... method ApplyWordEmbedding (line 207) | [BestFriend] method TokenizeIntoWords (line 229) | public static WordTokenizingEstimator TokenizeIntoWords(this Transform... method TokenizeIntoWords (line 240) | [BestFriend] method ProduceNgrams (line 268) | public static NgramExtractingEstimator ProduceNgrams(this TransformsCa... method ProduceNgrams (line 285) | [BestFriend] method RemoveDefaultStopWords (line 307) | public static StopWordsRemovingEstimator RemoveDefaultStopWords(this T... method RemoveStopWords (line 330) | public static CustomStopWordsRemovingEstimator RemoveStopWords(this Tr... method ProduceWordBags (line 354) | public static WordBagEstimator ProduceWordBags(this TransformsCatalog.... method ProduceWordBags (line 381) | public static WordBagEstimator ProduceWordBags(this TransformsCatalog.... method ProduceWordBags (line 408) | public static WordBagEstimator ProduceWordBags(this TransformsCatalog.... method ProduceHashedWordBags (line 442) | public static WordHashBagEstimator ProduceHashedWordBags(this Transfor... method ProduceHashedWordBags (line 480) | public static WordHashBagEstimator ProduceHashedWordBags(this Transfor... method ProduceHashedNgrams (line 519) | public static NgramHashingEstimator ProduceHashedNgrams(this Transform... method ProduceHashedNgrams (line 565) | public static NgramHashingEstimator ProduceHashedNgrams(this Transform... method ProduceHashedNgrams (line 589) | [BestFriend] method LatentDirichletAllocation (line 622) | public static LatentDirichletAllocationEstimator LatentDirichletAlloca... method LatentDirichletAllocation (line 647) | [BestFriend] FILE: src/Microsoft.ML.Transforms/Text/TextFeaturizingEstimator.cs type IStopWordsRemoverOptions (line 32) | public interface IStopWordsRemoverOptions { } class TextFeaturizingEstimator (line 67) | public sealed class TextFeaturizingEstimator : IEstimator type Language (line 72) | public enum Language type NormFunction (line 86) | public enum NormFunction class Column (line 106) | internal sealed class Column : ManyToOneColumn method Parse (line 108) | internal static Column Parse(string str) method TryUnparse (line 116) | internal bool TryUnparse(StringBuilder sb) class Options (line 126) | public sealed class Options : TransformInputBase method Options (line 279) | public Options() class TransformApplierParams (line 304) | private sealed class TransformApplierParams method TransformApplierParams (line 382) | public TransformApplierParams(TextFeaturizingEstimator parent) method TextFeaturizingEstimator (line 409) | internal TextFeaturizingEstimator(IHostEnvironment env, string outputC... method TextFeaturizingEstimator (line 414) | internal TextFeaturizingEstimator(IHostEnvironment env, string name, I... method Fit (line 441) | public ITransformer Fit(IDataView input) method AddToChainAndTransform (line 615) | private static TransformerChain AddToChainAndTransform(T... method Create (line 625) | private static ITransformer Create(IHostEnvironment env, ModelLoadCont... method GenerateColumnName (line 628) | private static string GenerateColumnName(DataViewSchema schema, string... method GetOutputSchema (line 639) | public SchemaShape GetOutputSchema(SchemaShape inputSchema) method Create (line 669) | internal static IDataTransform Create(IHostEnvironment env, Options ar... class Transformer (line 680) | private sealed class Transformer : ITransformer method Transformer (line 688) | internal Transformer(IHostEnvironment env, TransformerChain (_parent._keepDiacritics... method SaveAsOnnx (line 218) | public void SaveAsOnnx(OnnxContext ctx) method SaveAsOnnxCore (line 234) | private void SaveAsOnnxCore(OnnxContext ctx, string srcVariableName,... method GetOutputColumnsCore (line 257) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... method MakeGetter (line 326) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method MakeGetterOne (line 344) | private ValueGetter> MakeGetterOne(DataViewRow ... method MakeGetterVec (line 358) | private ValueGetter>> MakeGetterVec(Dat... method NormalizeSrc (line 383) | private void NormalizeSrc(in ReadOnlyMemory src, ref ReadOnlyM... method IsCombiningDiacritic (line 457) | private bool IsCombiningDiacritic(char ch) class TextNormalizingEstimator (line 498) | public sealed class TextNormalizingEstimator : TrivialEstimator (type.Get... method TextNormalizingEstimator (line 542) | internal TextNormalizingEstimator(IHostEnvironment env, method TextNormalizingEstimator (line 563) | internal TextNormalizingEstimator(IHostEnvironment env, method GetOutputSchema (line 578) | public override SchemaShape GetOutputSchema(SchemaShape inputSchema) FILE: src/Microsoft.ML.Transforms/Text/TokenizingByCharacters.cs class TokenizingByCharactersTransformer (line 35) | public sealed class TokenizingByCharactersTransformer : OneToOneTransfor... class Column (line 37) | internal sealed class Column : OneToOneColumn method Parse (line 39) | internal static Column Parse(string str) method TryUnparse (line 47) | internal bool TryUnparse(StringBuilder sb) class Options (line 54) | internal sealed class Options : TransformInputBase method GetVersionInfo (line 76) | private static VersionInfo GetVersionInfo() method TokenizingByCharactersTransformer (line 108) | internal TokenizingByCharactersTransformer(IHostEnvironment env, bool ... method CheckInputColumn (line 120) | private protected override void CheckInputColumn(DataViewSchema inputS... method TokenizingByCharactersTransformer (line 127) | private TokenizingByCharactersTransformer(IHost host, ModelLoadContext... method Create (line 138) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method SaveModel (line 141) | private protected override void SaveModel(ModelSaveContext ctx) method Create (line 156) | private static TokenizingByCharactersTransformer Create(IHostEnvironme... method Create (line 166) | internal static IDataTransform Create(IHostEnvironment env, Options op... method Create (line 183) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method MakeRowMapper (line 186) | private protected override IRowMapper MakeRowMapper(DataViewSchema sch... class Mapper (line 188) | private sealed class Mapper : OneToOneMapperBase, ISaveAsOnnx method Mapper (line 198) | public Mapper(TokenizingByCharactersTransformer parent, DataViewSche... method CanSaveOnnx (line 214) | public bool CanSaveOnnx(OnnxContext ctx) => true; method SaveAsOnnx (line 216) | public void SaveAsOnnx(OnnxContext ctx) method SaveAsOnnxCore (line 232) | private void SaveAsOnnxCore(OnnxContext ctx, int iinfo, string srcVa... method GetOutputColumnsCore (line 271) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... method AddMetadata (line 283) | private void AddMetadata(int iinfo, DataViewSchema.Annotations.Build... method GetKeyValues (line 297) | private void GetKeyValues(int iinfo, ref VBuffer> MakeGetterOne(DataViewRow input... method MakeGetterVec (line 504) | private ValueGetter> MakeGetterVec(DataViewRow input... class TokenizingByCharactersEstimator (line 639) | public sealed class TokenizingByCharactersEstimator : TrivialEstimator type.GetI... method TokenizingByCharactersEstimator (line 658) | internal TokenizingByCharactersEstimator(IHostEnvironment env, string ... method TokenizingByCharactersEstimator (line 672) | internal TokenizingByCharactersEstimator(IHostEnvironment env, bool us... method GetOutputSchema (line 682) | public override SchemaShape GetOutputSchema(SchemaShape inputSchema) FILE: src/Microsoft.ML.Transforms/Text/WordBagTransform.cs class ExtractorColumn (line 47) | internal sealed class ExtractorColumn : ManyToOneColumn class WordBagBuildingTransformer (line 54) | internal static class WordBagBuildingTransformer class Column (line 56) | internal sealed class Column : ManyToOneColumn method Parse (line 77) | internal static Column Parse(string str) method TryUnparse (line 87) | internal bool TryUnparse(StringBuilder sb) class Options (line 99) | internal sealed class Options : NgramExtractorTransform.ArgumentsBase method CreateEstimator (line 110) | internal static IEstimator CreateEstimator(IHostEnvironm... method Create (line 173) | internal static IDataTransform Create(IHostEnvironment env, Options op... class TextExpandingEstimator (line 179) | internal sealed class TextExpandingEstimator : TrivialEstimator GetDependenciesCore(Fun... method SaveModel (line 340) | private protected override void SaveModel(ModelSaveContext ctx) class NgramExtractorTransform (line 355) | internal static class NgramExtractorTransform class Column (line 357) | internal sealed class Column : OneToOneColumn method Parse (line 381) | internal static Column Parse(string str) method TryUnparse (line 391) | internal bool TryUnparse(StringBuilder sb) class ArgumentsBase (line 407) | internal abstract class ArgumentsBase class NgramExtractorArguments (line 436) | [TlcModule.Component(Name = "NGram", FriendlyName = "NGram Extractor T... method CreateComponent (line 440) | public INgramExtractorFactory CreateComponent(IHostEnvironment env, ... class Options (line 446) | internal sealed class Options : ArgumentsBase method CreateEstimator (line 457) | internal static IEstimator CreateEstimator(IHostEnvironm... method CreateDataTransform (line 541) | internal static IDataTransform CreateDataTransform(IHostEnvironment en... method CreateNgramExtractorOptions (line 549) | internal static Options CreateNgramExtractorOptions(NgramExtractorArgu... method Create (line 570) | internal static INgramExtractorFactory Create(IHostEnvironment env, Ng... class TermLoaderArguments (line 586) | internal sealed class TermLoaderArguments type INgramExtractorFactory (line 614) | internal interface INgramExtractorFactory method Create (line 622) | ITransformer Create(IHostEnvironment env, IDataView input, ExtractorCo... type INgramExtractorFactoryFactory (line 625) | [TlcModule.ComponentKind("NgramExtractor")] class NgramExtractorFactory (line 631) | internal class NgramExtractorFactory : INgramExtractorFactory method NgramExtractorFactory (line 638) | public NgramExtractorFactory(NgramExtractorTransform.NgramExtractorArg... method Create (line 647) | public ITransformer Create(IHostEnvironment env, IDataView input, Extr... class NgramHashExtractorFactory (line 657) | internal class NgramHashExtractorFactory : INgramExtractorFactory method NgramHashExtractorFactory (line 663) | public NgramHashExtractorFactory(NgramHashExtractingTransformer.NgramH... method Create (line 669) | public ITransformer Create(IHostEnvironment env, IDataView input, Extr... class NgramExtractionUtils (line 675) | internal static class NgramExtractionUtils method GetConcatEstimator (line 677) | public static IEstimator GetConcatEstimator(IHostEnviron... method GenerateUniqueSourceNames (line 699) | public static string[][] GenerateUniqueSourceNames(IHostEnvironment en... FILE: src/Microsoft.ML.Transforms/Text/WordEmbeddingsExtractor.cs class WordEmbeddingTransformer (line 38) | public sealed class WordEmbeddingTransformer : OneToOneTransformerBase class Column (line 40) | internal sealed class Column : OneToOneColumn method Parse (line 42) | internal static Column Parse(string str) method TryUnparse (line 52) | internal bool TryUnparse(StringBuilder sb) class Options (line 59) | internal sealed class Options : TransformInputBase method GetVersionInfo (line 78) | internal static VersionInfo GetVersionInfo() class Model (line 97) | private sealed class Model method Model (line 103) | public Model(int dimension) method AddWordVector (line 110) | public void AddWordVector(IChannel ch, string word, float[] wordVector) method GetWordVector (line 120) | public bool GetWordVector(in ReadOnlyMemory word, float[] word... method GetNumWords (line 131) | public long GetNumWords() method GetWordLabels (line 136) | public List GetWordLabels() method WordEmbeddingTransformer (line 160) | internal WordEmbeddingTransformer(IHostEnvironment env, string outputC... method WordEmbeddingTransformer (line 173) | internal WordEmbeddingTransformer(IHostEnvironment env, string outputC... method WordEmbeddingTransformer (line 184) | internal WordEmbeddingTransformer(IHostEnvironment env, WordEmbeddingE... method WordEmbeddingTransformer (line 200) | internal WordEmbeddingTransformer(IHostEnvironment env, string customM... method GetColumnPairs (line 212) | private static (string outputColumnName, string inputColumnName)[] Get... method Create (line 219) | internal static IDataTransform Create(IHostEnvironment env, Options op... method WordEmbeddingTransformer (line 247) | private WordEmbeddingTransformer(IHost host, ModelLoadContext ctx) method Create (line 268) | internal static WordEmbeddingTransformer Create(IHostEnvironment env, ... method Create (line 278) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Create (line 282) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method SaveModel (line 285) | private protected override void SaveModel(ModelSaveContext ctx) method MakeRowMapper (line 299) | private protected override IRowMapper MakeRowMapper(DataViewSchema sch... method CheckInputColumn (line 301) | private protected override void CheckInputColumn(DataViewSchema inputS... class Mapper (line 308) | private sealed class Mapper : OneToOneMapperBase, ISaveAsOnnx method Mapper (line 313) | public Mapper(WordEmbeddingTransformer parent, DataViewSchema inputS... method CanSaveOnnx (line 327) | public bool CanSaveOnnx(OnnxContext ctx) => true; method GetOutputColumnsCore (line 329) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... method SaveAsOnnx (line 332) | public void SaveAsOnnx(OnnxContext ctx) method SaveAsOnnxCore (line 343) | private void SaveAsOnnxCore(OnnxContext ctx, string srcVariableName,... method MakeGetter (line 543) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method GetGetterVec (line 551) | private ValueGetter> GetGetterVec(DataViewRow input, ... method EnsureModelFile (line 622) | private string EnsureModelFile(IHostEnvironment env, out int linesToSk... method GetVocabularyDictionary (line 650) | private Model GetVocabularyDictionary(IHostEnvironment hostEnvironment) method GetParallelOptions (line 726) | private static ParallelOptions GetParallelOptions(IHostEnvironment hos... class WordEmbeddingEstimator (line 763) | public sealed class WordEmbeddingEstimator : IEstimator(DataViewR... method CreateTensorValueGetter (line 469) | private static ITensorValueGetter CreateTensorValueGetter(DataViewRow ... method GetTensorValueGetters (line 478) | private static ITensorValueGetter[] GetTensorValueGetters( method Create (line 495) | private static IDataTransform Create(IHostEnvironment env, ModelLoadCo... method Create (line 499) | private static IRowMapper Create(IHostEnvironment env, ModelLoadContex... method GetModelInfo (line 502) | private static void GetModelInfo(IHostEnvironment env, ModelLoadContex... method DnnRetrainTransformer (line 521) | internal DnnRetrainTransformer(IHostEnvironment env, Session session, ... method GetOperationFromName (line 560) | private static (Operation, int) GetOperationFromName(string operation,... method GetInputInfo (line 576) | internal static (TF_DataType[] tfInputTypes, Shape[] tfInputShapes, (O... method GetTensorShape (line 604) | internal static Shape GetTensorShape(TF_Output output, Graph graph, St... method GetOutputInfo (line 623) | internal static (TF_DataType[] tfOutputTypes, DataViewType[] outputTyp... method MakeRowMapper (line 668) | private protected override IRowMapper MakeRowMapper(DataViewSchema inp... method SaveModel (line 670) | private protected override void SaveModel(ModelSaveContext ctx) method Dispose (line 728) | public void Dispose() class Mapper (line 757) | private sealed class Mapper : MapperBase method Mapper (line 765) | public Mapper(DnnRetrainTransformer parent, DataViewSchema inputSche... method SaveModel (line 842) | private protected override void SaveModel(ModelSaveContext ctx) => _... class OutputCache (line 844) | private class OutputCache method OutputCache (line 848) | public OutputCache() method MakeGetter (line 855) | protected override Delegate MakeGetter(DataViewRow input, int iinfo,... method MakeGetter (line 869) | private Delegate MakeGetter(DataViewRow input, int iinfo, ITensor... method UpdateCacheIfNeeded (line 920) | private void UpdateCacheIfNeeded(long position, ITensorValueGetter[]... method GetDependenciesCore (line 946) | private protected override Func GetDependenciesCore(Func<... method GetOutputColumnsCore (line 951) | protected override DataViewSchema.DetachedColumn[] GetOutputColumnsC... type ITensorValueGetter (line 960) | private interface ITensorValueGetter method GetTensor (line 962) | Tensor GetTensor(); method BufferTrainingData (line 964) | void BufferTrainingData(); method GetBufferedBatchTensor (line 966) | Tensor GetBufferedBatchTensor(); class TensorValueGetter (line 969) | private class TensorValueGetter : ITensorValueGetter method TensorValueGetter (line 979) | public TensorValueGetter(DataViewRow input, int colIndex, Shape tfSh... method GetTensor (line 999) | public Tensor GetTensor() method BufferTrainingData (line 1017) | public void BufferTrainingData() method GetBufferedBatchTensor (line 1033) | public Tensor GetBufferedBatchTensor() class TensorValueGetterVec (line 1050) | private class TensorValueGetterVec : ITensorValueGetter method TensorValueGetterVec (line 1061) | public TensorValueGetterVec(DataViewRow input, int colIndex, Shape t... method GetTensor (line 1082) | public Tensor GetTensor() method BufferTrainingData (line 1094) | public void BufferTrainingData() method GetBufferedBatchTensor (line 1101) | public Tensor GetBufferedBatchTensor() class DnnRetrainEstimator (line 1111) | internal sealed class DnnRetrainEstimator : IEstimator $"Phase: Bottleneck Computation... class EarlyStopping (line 210) | public sealed class EarlyStopping method EarlyStopping (line 248) | public EarlyStopping(float minDelta = 0.01f, int patience = 20, Earl... method ShouldStop (line 275) | public bool ShouldStop(TrainMetrics currentMetrics) class ImageClassificationMetrics (line 315) | public sealed class ImageClassificationMetrics type Dataset (line 320) | public enum Dataset method ToString (line 340) | public override string ToString() => Train != null ? Train.ToString(... class Options (line 346) | public sealed class Options : TrainerInputBaseWithLabel method ImageClassificationTrainer (line 505) | internal ImageClassificationTrainer(IHostEnvironment env, method ImageClassificationTrainer (line 525) | internal ImageClassificationTrainer(IHostEnvironment env, Options opti... method InitializeTrainingGraph (line 598) | private void InitializeTrainingGraph(IDataView input) method GetOutputColumnsCore (line 632) | private protected override SchemaShape.Column[] GetOutputColumnsCore(S... method MakeTransformer (line 649) | private protected override MulticlassPredictionTransformer buffer) class ImageProcessor (line 769) | internal sealed class ImageProcessor method ImageProcessor (line 773) | public ImageProcessor(Session session, string jpegDataTensorName, st... method ProcessImage (line 779) | public Tensor ProcessImage(in VBuffer imageBuffer) method CacheFeaturizedImagesToDisk (line 799) | private void CacheFeaturizedImagesToDisk(IDataView input, string label... method CreateFeaturizedCacheFile (line 865) | private void CreateFeaturizedCacheFile(string cacheFilePath, int examp... method TrainAndEvaluateClassificationLayer (line 898) | private void TrainAndEvaluateClassificationLayer(string trainBottlenec... method TrainAndEvaluateClassificationLayerCore (line 1063) | private void TrainAndEvaluateClassificationLayerCore(int epoch, float ... method CheckAlive (line 1119) | private void CheckAlive() method TryCleanupTemporaryWorkspace (line 1132) | private void TryCleanupTemporaryWorkspace() method BuildEvaluationSession (line 1147) | private (Session, Tensor, Tensor, Tensor) BuildEvaluationSession(int c... method AddEvaluationStep (line 1164) | private (Tensor, Tensor) AddEvaluationStep(Tensor resultTensor, Tensor... method UpdateTransferLearningModelOnDisk (line 1187) | private void UpdateTransferLearningModelOnDisk(int classCount) method VariableSummaries (line 1205) | private void VariableSummaries(ResourceVariable var) method AddFinalRetrainOps (line 1223) | private (Operation, Tensor, Tensor, Tensor) AddFinalRetrainOps(int cla... method AddTransferLearningLayer (line 1300) | private void AddTransferLearningLayer(string labelColumn, method LoadTensorFlowSessionFromMetaGraph (line 1310) | private TensorFlowSessionWrapper LoadTensorFlowSessionFromMetaGraph(IH... method Fit (line 1325) | public MulticlassPredictionTransformer image, Span classProbabili... method GetMapper (line 1473) | ValueMapper IValueMapper.GetMapper() method Dispose (line 1489) | public void Dispose() class StringTensorFactory (line 1511) | public class StringTensorFactory type TF_TString (line 1514) | [StructLayout(LayoutKind.Sequential)] method TF_StringInit (line 1524) | [DllImport("tensorflow", CallingConvention = CallingConvention.Cdecl)] method TF_StringCopy (line 1527) | [DllImport("tensorflow", CallingConvention = CallingConvention.Cdecl)] method TF_StringDealloc (line 1530) | [DllImport("tensorflow", CallingConvention = CallingConvention.Cdecl)] method Deallocator (line 1540) | public static void Deallocator(IntPtr data, UIntPtr length, IntPtr arg) method CreateStringTensor (line 1549) | public static Tensor CreateStringTensor(byte[] data) method TF_NewTensor (line 1580) | [DllImport("tensorflow", CallingConvention = CallingConvention.Cdecl)] FILE: src/Microsoft.ML.Vision/VisionCatalog.cs class VisionCatalog (line 19) | public static class VisionCatalog method RetrainDnnModel (line 50) | internal static DnnRetrainEstimator RetrainDnnModel( method ImageClassification (line 100) | public static ImageClassificationTrainer ImageClassification( method ImageClassification (line 121) | public static ImageClassificationTrainer ImageClassification( FILE: src/Native/CpuMathNative/FactorizationMachineCore.cpp function CalculateIntermediateVariablesNative (line 14) | CalculateIntermediateVariablesNative(int fieldCount, int latentDim, int ... function CalculateGradientAndUpdateNative (line 110) | CalculateGradientAndUpdateNative(float lambdaLinear, float lambdaLatent,... FILE: src/Native/CpuMathNative/Sse.cpp function MatMul (line 61) | MatMul(_In_ const float * pmat, _In_ const float * psrc, _Inout_ float *... function MatMulP (line 100) | MatMulP(_In_ const float * pmat, _In_ const int * pposSrc, _In_ const fl... function MatMulTran (line 129) | MatMulTran(_In_ const float * pmat, _In_ const float * psrc, _Inout_ flo... function AddScalarU (line 194) | AddScalarU(float a, _Inout_ float * pd, int c) function Scale (line 214) | Scale(float a, _Inout_ float * pd, int c) function ScaleSrcU (line 315) | ScaleSrcU(float a, _In_ const float * ps, _Inout_ float * pd, int c) function ScaleAddU (line 336) | ScaleAddU(float a, float b, _Inout_ float * pd, int c) function AddScaleU (line 359) | AddScaleU(float a, _In_ const float * ps, _Inout_ float * pd, int c) function AddScaleCopyU (line 383) | AddScaleCopyU(float a, _In_ const float * ps, _In_ const float * pd, _In... function AddScaleSU (line 407) | AddScaleSU(float a, _In_ const float * ps, _In_ const int * pi, _Inout_ ... function AddU (line 425) | AddU(_In_ const float * ps, _Inout_ float * pd, int c) function AddSU (line 446) | AddSU(_In_ const float * ps, _In_ const int * pi, _Inout_ float * pd, in... function MulElementWiseU (line 462) | MulElementWiseU(_In_ const float * ps1, _In_ const float * ps2, _Inout_ ... function Sum (line 483) | Sum(const float* pValues, int length) function SumSqU (line 582) | SumSqU(const float * ps, int c) function SumSqDiffU (line 605) | SumSqDiffU(float mean, const float * ps, int c) function SumAbsU (line 631) | SumAbsU(const float * ps, int c) function SumAbsDiffU (line 649) | SumAbsDiffU(float mean, const float * ps, int c) function MaxAbsU (line 676) | MaxAbsU(const float * ps, int c) function MaxAbsDiffU (line 696) | MaxAbsDiffU(float mean, const float * ps, int c) function DotU (line 725) | DotU(const float * pa, const float * pb, int c) function DotSU (line 742) | DotSU(const float * pa, const float * pb, const int * pi, int c) function Dist2 (line 765) | Dist2(const float * px, const float * py, int c) function ZeroItemsU (line 787) | ZeroItemsU(_Inout_ float * pd, int c, _In_ const int * pindices, int cin... function ZeroMatrixItemsCore (line 798) | ZeroMatrixItemsCore(_Inout_ float * pd, int c, int ccol, int cfltRow, _I... function SdcaL1UpdateU (line 824) | SdcaL1UpdateU(float primalUpdate, _In_ const float * ps, float threshold... function SdcaL1UpdateSU (line 855) | SdcaL1UpdateSU(float primalUpdate, _In_ const float * ps, _In_ const int... FILE: src/Native/FastTreeNative/SumupOneBit.h type byte (line 7) | typedef unsigned char byte; FILE: src/Native/FastTreeNative/getderivatives.cpp function C_GetDerivatives (line 15) | C_GetDerivatives( FILE: src/Native/FastTreeNative/getsurplusderivatives.cpp function C_GetSurplusDerivatives (line 15) | C_GetSurplusDerivatives( FILE: src/Native/FastTreeNative/stdafx.h function _BitScanReverse (line 19) | inline unsigned char _BitScanReverse(_Inout_ unsigned long * index, _In_... type ContextWrapper (line 29) | struct ContextWrapper function gccCompare (line 35) | inline int gccCompare(const void * o1, const void * o2, _In_ void * ctxw) function gccCompareApple (line 41) | inline int gccCompareApple(_In_ void * ctxw, const void * o1, const void... function qsort_s (line 47) | inline void qsort_s(_Inout_updates_all_(num) void* base, _In_ size_t num... function __emulu (line 60) | inline uint64_t __emulu(unsigned int i1, unsigned int i2) { return (uint... function __emul (line 61) | inline int64_t __emul(int i1, int i2) { return (int64_t)i1 * i2; } FILE: src/Native/LdaNative/alias_multinomial_rng_int.cpp type wood (line 12) | namespace wood FILE: src/Native/LdaNative/alias_multinomial_rng_int.hpp type wood (line 22) | namespace wood type alias_k_v (line 24) | struct alias_k_v class AliasMultinomialRNGInt (line 30) | class AliasMultinomialRNGInt method Init (line 36) | void Init(int K) method SetProportionMass (line 44) | void SetProportionMass(std::vector &proportion, method SetProportionMass (line 176) | inline void SetProportionMass(std::vector &proportion, method SetProportionMass (line 307) | inline void SetProportionMass(std::vector &proportion, method AliasMultinomialRNGInt (line 446) | AliasMultinomialRNGInt(const AliasMultinomialRNGInt &other) = delete; method AliasMultinomialRNGInt (line 447) | AliasMultinomialRNGInt& operator=(const AliasMultinomialRNGInt &othe... FILE: src/Native/LdaNative/data_block.cpp type lda (line 11) | namespace lda FILE: src/Native/LdaNative/data_block.h function namespace (line 12) | namespace lda FILE: src/Native/LdaNative/hybrid_alias_map.cpp type lda (line 12) | namespace lda function hybrid_alias_map (line 64) | hybrid_alias_map& hybrid_alias_map::operator=(const hybrid_alias_map &... FILE: src/Native/LdaNative/hybrid_alias_map.h function namespace (line 15) | namespace lda FILE: src/Native/LdaNative/hybrid_map.cpp type lda (line 12) | namespace lda function hybrid_map (line 65) | hybrid_map& hybrid_map::operator=(const hybrid_map &other) FILE: src/Native/LdaNative/hybrid_map.h function namespace (line 22) | namespace lda FILE: src/Native/LdaNative/lda_document.cpp type lda (line 7) | namespace lda FILE: src/Native/LdaNative/lda_document.h function namespace (line 12) | namespace lda FILE: src/Native/LdaNative/lda_engine.cpp type lda (line 38) | namespace lda { function CompareTerms (line 841) | bool CompareTerms(const std::pair &term1, const std::pair &p1, const std::pai... FILE: src/Native/LdaNative/light_doc_sampler.hpp type lda (line 23) | namespace lda type word_topic_delta (line 25) | struct word_topic_delta class LightDocSampler (line 32) | class LightDocSampler method rng_restart (line 68) | inline void rng_restart() FILE: src/Native/LdaNative/light_hash_map.cpp type lda (line 8) | namespace lda FILE: src/Native/LdaNative/light_hash_map.h function namespace (line 22) | namespace lda FILE: src/Native/LdaNative/model_block.cpp type lda (line 16) | namespace lda function upper_bound (line 20) | int64_t upper_bound(int64_t x) function align64 (line 38) | int32_t align64(int32_t size) FILE: src/Native/LdaNative/model_block.h function namespace (line 16) | namespace lda FILE: src/Native/LdaNative/rand_int_rng.h function namespace (line 9) | namespace wood FILE: src/Native/LdaNative/simple_barrier.h function namespace (line 11) | namespace lda FILE: src/Native/LdaNative/timer.h function class (line 8) | class CTimer function Initialize (line 35) | void Initialize() function Start (line 40) | void Start() function InnerTag (line 56) | void InnerTag() function GetTotalElaps (line 67) | float GetTotalElaps() function GetTimeSpan (line 71) | float GetTimeSpan() function GetTaggedTimeSpan (line 83) | float GetTaggedTimeSpan() FILE: src/Native/LdaNative/type_common.h function namespace (line 7) | namespace lda { FILE: src/Native/LdaNative/utils.cpp type lda (line 17) | namespace lda { function LogGamma (line 19) | double LogGamma(double xx) function get_time (line 33) | double get_time() { FILE: src/Native/LdaNative/utils.hpp type lda (line 15) | namespace lda { type LDAEngineAtomics (line 20) | struct LDAEngineAtomics method LDAEngineAtomics (line 22) | LDAEngineAtomics() :doc_ll_(0), word_ll_(0), num_tokens_clock_(0), t... class CBlockedIntQueue (line 35) | class CBlockedIntQueue FILE: src/Native/MatrixFactorizationNative/UnmanagedMemory.cpp function mf_parameter (line 12) | inline mf_parameter TranslateToParam(const mf_parameter_bridge *param_br... function mf_problem (line 33) | inline mf_problem TranslateToProblem(const mf_problem_bridge *prob_bridge) function TranslateToModelBridge (line 43) | inline void TranslateToModelBridge(const mf_model *model, mf_model_bridg... function TranslateToModel (line 54) | inline void TranslateToModel(const mf_model_bridge *model_bridge, mf_mod... function MFDestroyModel (line 65) | MFDestroyModel(mf_model_bridge *&model_bridge) function MFTrain (line 79) | MFTrain(const mf_problem_bridge *prob_bridge, const mf_parameter_bridge ... function MFTrainWithValidation (line 96) | MFTrainWithValidation(const mf_problem_bridge *tr_bridge, const mf_probl... function MFCrossValidation (line 114) | MFCrossValidation(const mf_problem_bridge *prob_bridge, int32_t nr_folds... function MFPredict (line 121) | MFPredict(const mf_model_bridge *model_bridge, int32_t p_idx, int32_t q_... FILE: src/Native/MatrixFactorizationNative/UnmanagedMemory.h type mf_parameter_bridge (line 11) | struct mf_parameter_bridge type mf_problem_bridge (line 30) | struct mf_problem_bridge type mf_model_bridge (line 38) | struct mf_model_bridge FILE: src/Native/MklProxyNative/MklProxyNative.cpp type ConfigParam (line 7) | enum ConfigParam type ConfigValue (line 99) | enum ConfigValue function MKLDftiSetValue (line 159) | MKLDftiSetValue(void *handle, ConfigParam config_param, int config_val) function MKLDftiCreateDescriptor (line 164) | MKLDftiCreateDescriptor(void **handle, ConfigValue precision, ConfigValu... function MKLDftiComputeForward (line 169) | MKLDftiComputeForward(void *handle, double *inputRe, double * inputIm, d... function MKLDftiComputeBackward (line 174) | MKLDftiComputeBackward(void *handle, double *inputRe, double * inputIm, ... FILE: src/Native/OneDalNative/OneDalAlgorithms.cpp function getVerboseVariable (line 13) | bool getVerboseVariable() class RegressorNodeVisitor (line 38) | class RegressorNodeVisitor : public daal::algorithms::tree_utils::regres... method RegressorNodeVisitor (line 41) | RegressorNodeVisitor(size_t numberOfLeaves, bool verbose) method onLeafNode (line 57) | virtual bool onLeafNode(const tree_utils::regression::LeafNodeDescript... method onSplitNode (line 86) | virtual bool onSplitNode(const tree_utils::regression::SplitNodeDescri... method copyTreeStructureToBuffers (line 121) | void copyTreeStructureToBuffers(int * lteChild, int * gtChild, int * s... function decisionForestRegressionComputeTemplate (line 173) | int decisionForestRegressionComputeTemplate( function decisionForestRegressionCompute (line 273) | decisionForestRegressionCompute( class ClassifierNodeVisitor (line 288) | class ClassifierNodeVisitor : public daal::algorithms::tree_utils::class... method ClassifierNodeVisitor (line 291) | ClassifierNodeVisitor(size_t numberOfLeaves, bool verbose) method onLeafNode (line 307) | virtual bool onLeafNode(const tree_utils::classification::LeafNodeDesc... method onSplitNode (line 343) | virtual bool onSplitNode(const tree_utils::classification::SplitNodeDe... method copyTreeStructureToBuffers (line 377) | void copyTreeStructureToBuffers(int * lteChild, int * gtChild, int * s... function decisionForestClassificationComputeTemplate (line 429) | int decisionForestClassificationComputeTemplate( function decisionForestClassificationCompute (line 529) | decisionForestClassificationCompute( function logisticRegressionLBFGSComputeTemplate (line 545) | void logisticRegressionLBFGSComputeTemplate(FPType * featuresPtr, int * ... function logisticRegressionLBFGSCompute (line 690) | logisticRegressionLBFGSCompute(void * featuresPtr, void * labelsPtr, voi... function ridgeRegressionOnlineComputeTemplate (line 706) | int ridgeRegressionOnlineComputeTemplate(FPType * featuresPtr, FPType * ... function ridgeRegressionOnlineFinalizeTemplate (line 741) | void ridgeRegressionOnlineFinalizeTemplate(FPType * featuresPtr, FPType ... function ridgeRegressionOnlineCompute (line 814) | ridgeRegressionOnlineCompute(void * featuresPtr, void * labelsPtr, int n... function ridgeRegressionOnlineFinalize (line 819) | ridgeRegressionOnlineFinalize(void * featuresPtr, void * labelsPtr, long... FILE: src/Native/SymSgdNative/SparseBLAS.h function SDOT (line 13) | float SDOT(const int vecSize, const float* denseVecX, const float* dense... function SDOTI (line 18) | float SDOTI(const int sparseVecSize, const int* sparseVecIndices, const ... function SAXPY (line 23) | void SAXPY(const int vecSize, const float* denseVecX, float* denseVecY, ... function SAXPYI (line 28) | void SAXPYI(const int sparseVecSize, const int* sparseVecIndices, const ... FILE: src/Native/SymSgdNative/SymSgdNative.cpp function LearnInstance (line 20) | inline void LearnInstance(int instSize, int* instIndices, float* instVal... function ComputeRemapping (line 43) | void ComputeRemapping(int totalNumInstances, int* instSizes, int** instI... function RemapInstances (line 138) | void RemapInstances(int* instSizes, int** instIndices, float** instValue... function MaxPossibleAlpha (line 175) | float MaxPossibleAlpha(float alpha, float l2Const, int totalNumInstances) function TuneAlpha (line 180) | void TuneAlpha(float& alpha, float l2Const, int totalNumInstances, int* ... function TuneNumLocIter (line 207) | void TuneNumLocIter(int& numLocIter, int totalNumInstances, int* instSiz... function InitializeState (line 223) | void InitializeState(int totalNumInstances, int* instSizes, int** instIn... function Loss (line 274) | float Loss(int instSize, int* instIndices, float* instValues, function LearnAll (line 294) | LearnAll(int totalNumInstances, int* instSizes, int** instIndices, float... function MapBackWeightVector (line 456) | MapBackWeightVector(float* weightVector, SymSGDState* state) function DeallocateSequentially (line 472) | DeallocateSequentially(SymSGDState* state) FILE: src/Native/SymSgdNative/SymSgdNative.h function class (line 13) | class SymSGD function LearnLocalModel (line 51) | void LearnLocalModel(int instSize, int * instIndices, function ResetModel (line 111) | void ResetModel(float bias, float* globModel, float weightScaling) function Reduction (line 123) | void Reduction(float* globModel, float& bias, float& weightScaling) type SymSGDState (line 135) | struct SymSGDState FILE: test/Microsoft.Data.Analysis.Interactive.Tests/DataFrameInteractiveTests.cs class DataFrameInteractiveTests (line 15) | public class DataFrameInteractiveTests method MakeDataFrameWithTwoColumns (line 20) | public static DataFrame MakeDataFrameWithTwoColumns(int length, bool w... method LessThanOnePageDataFrameTest (line 35) | [Fact] method MoreThanOnePageDataFrameTest (line 46) | [Fact] method DataFrameInfoTest (line 57) | [Fact] method LoadFromTabularDataResource (line 68) | [Fact] FILE: test/Microsoft.Data.Analysis.PerformanceTests/PerformanceTests.cs class PerformanceTests (line 14) | public class PerformanceTests method SetUp (line 30) | [GlobalSetup] method Add_Int32 (line 51) | [Benchmark] method Add_Int16 (line 57) | [Benchmark] method Add_Double (line 63) | [Benchmark] method Add_Float (line 69) | [Benchmark] method Add_Int32_Int16 (line 75) | [Benchmark] method Add_Double_Float (line 81) | [Benchmark] method Subtract_Int32 (line 89) | [Benchmark] method Subtract_Int16 (line 95) | [Benchmark] method Subtract_Double (line 101) | [Benchmark] method Subtract_Float (line 107) | [Benchmark] method Subtract_Int32_Int16 (line 113) | [Benchmark] method Subtract_Double_Float (line 119) | [Benchmark] method Multiply_Int32 (line 127) | [Benchmark] method Multiply_Int16 (line 133) | [Benchmark] method Multiply_Double (line 139) | [Benchmark] method Multiply_Float (line 145) | [Benchmark] method Multiply_Int32_Int16 (line 151) | [Benchmark] method Multiply_Double_Float (line 157) | [Benchmark] method Divide_Int32 (line 165) | [Benchmark] method Divide_Int16 (line 171) | [Benchmark] method Divide_Double (line 177) | [Benchmark] method Divide_Float (line 183) | [Benchmark] method Divide_Int32_Int16 (line 189) | [Benchmark] method Divide_Double_Float (line 195) | [Benchmark] method ElementwiseEquals_Int32_Int32 (line 203) | [Benchmark] method ElementwiseEquals_Int16_Int16 (line 209) | [Benchmark] method ElementwiseEquals_Double_Double (line 216) | [Benchmark] method ElementwiseEquals_Float_Float (line 222) | [Benchmark] FILE: test/Microsoft.Data.Analysis.PerformanceTests/Program.cs class Program (line 10) | class Program method Main (line 12) | public static void Main(string[] args) FILE: test/Microsoft.Data.Analysis.Tests/ArrayComparer.cs class ArrayComparer (line 12) | public class ArrayComparer : method ArrayComparer (line 34) | public ArrayComparer(IArrowArray expectedArray) method Visit (line 39) | public void Visit(Int8Array array) => CompareArrays(array); method Visit (line 40) | public void Visit(Int16Array array) => CompareArrays(array); method Visit (line 41) | public void Visit(Int32Array array) => CompareArrays(array); method Visit (line 42) | public void Visit(Int64Array array) => CompareArrays(array); method Visit (line 43) | public void Visit(UInt8Array array) => CompareArrays(array); method Visit (line 44) | public void Visit(UInt16Array array) => CompareArrays(array); method Visit (line 45) | public void Visit(UInt32Array array) => CompareArrays(array); method Visit (line 46) | public void Visit(UInt64Array array) => CompareArrays(array); method Visit (line 47) | public void Visit(FloatArray array) => CompareArrays(array); method Visit (line 48) | public void Visit(DoubleArray array) => CompareArrays(array); method Visit (line 49) | public void Visit(BooleanArray array) => CompareArrays(array); method Visit (line 50) | public void Visit(TimestampArray array) => CompareArrays(array); method Visit (line 51) | public void Visit(Date32Array array) => CompareArrays(array); method Visit (line 52) | public void Visit(Date64Array array) => CompareArrays(array); method Visit (line 53) | public void Visit(ListArray array) => throw new NotImplementedExceptio... method Visit (line 54) | public void Visit(StringArray array) => CompareArrays(array); method Visit (line 55) | public void Visit(BinaryArray array) => throw new NotImplementedExcept... method Visit (line 56) | public void Visit(IArrowArray array) => throw new NotImplementedExcept... method Visit (line 58) | public void Visit(StructArray array) method CompareArrays (line 75) | private void CompareArrays(PrimitiveArray actualArray) method CompareArrays (line 102) | private void CompareArrays(BooleanArray actualArray) method CompareArrays (line 116) | private void CompareArrays(StringArray actualArray) class FieldComparer (line 130) | internal static class FieldComparer method Equals (line 132) | public static bool Equals(Field f1, Field f2) class SchemaComparer (line 153) | internal static class SchemaComparer method Equals (line 155) | public static bool Equals(Schema s1, Schema s2) class RecordBatchComparer (line 182) | public static class RecordBatchComparer method CompareBatches (line 184) | public static void CompareBatches(RecordBatch expectedBatch, RecordBat... FILE: test/Microsoft.Data.Analysis.Tests/ArrowIntegrationTests.cs class ArrowIntegrationTests (line 19) | public class ArrowIntegrationTests : BaseTestClass method ArrowIntegrationTests (line 21) | public ArrowIntegrationTests(ITestOutputHelper output) : base(output, ... method TestArrowIntegration (line 25) | [Fact] method TestRecordBatchWithStructArrays (line 74) | [Fact] method TestEmptyDataFrameRecordBatch (line 140) | [Fact] method TestMutationOnArrowColumn (line 171) | [Fact] method TestEmptyArrowColumns (line 183) | [Fact] method TestInconsistentNullBitMapLength (line 222) | [Fact] FILE: test/Microsoft.Data.Analysis.Tests/ArrowStringColumnTests.cs class ArrowStringColumnTests (line 17) | public class ArrowStringColumnTests : BaseTestClass method ArrowStringColumnTests (line 19) | public ArrowStringColumnTests(ITestOutputHelper output) : base(output,... method TestBasicArrowStringColumn (line 23) | [Fact] method TestArrowStringColumnWithNulls (line 37) | [Fact] method TestArrowStringColumnClone (line 60) | [Fact] method TestArrowStringApply (line 78) | [Fact] FILE: test/Microsoft.Data.Analysis.Tests/DataFrame.IOTests.cs class DataFrameIOTests (line 26) | public class DataFrameIOTests : BaseTestClass method DataFrameIOTests (line 28) | public DataFrameIOTests(ITestOutputHelper output) : base(output, true) method VerifyColumnTypes (line 32) | internal static void VerifyColumnTypes(DataFrame df, bool testArrowStr... method GetStream (line 124) | private static Stream GetStream(string streamData) method TestReadCsvWithHeaderCultureInfoAndColumnTypeAutoGuess (line 129) | [Fact] method TestReadCsvWithHeader (line 148) | [Theory] method TestReadCsvWithHeaderCultureInfoAndSeparator (line 186) | [Fact] method TestReadCsvWithHeaderAndDuplicatedColumns_WithoutRenaming (line 222) | [Fact] method TestReadCsvWithHeaderAndDuplicatedColumns_WithDuplicateColumnRenaming (line 235) | [Fact] method TestReadCsvSplitAcrossMultipleLines (line 262) | [Fact] method TestLoadCsvNoHeader (line 301) | [Theory] method VerifyDataFrameWithNamedColumnsAndDataTypes (line 340) | void VerifyDataFrameWithNamedColumnsAndDataTypes(DataFrame df, bool ve... method TestLoadCsvWithTypesAndGuessRows (line 375) | [Theory] method TestReadCsvWithTypes (line 443) | [Fact] method TestLoadCsvWithTypesDateTime (line 502) | [Fact] method TestLoadCsvWithPipeSeparator (line 579) | [Fact] method TestLoadCsvWithSemicolonSeparator (line 618) | [Fact] method TestLoadCsvWithExtraColumnInHeader (line 657) | [Fact] method TestLoadCsvWithMultipleEmptyColumnNameInHeaderWithoutGivenColumn (line 686) | [Fact] method TestLoadCsvWithMultipleEmptyColumnNameInHeaderWithGivenColumn (line 701) | [Fact] method TestReadCsvWithRepeatColumnNameInHeader (line 716) | [Fact] method TestLoadCsvWithAddIndexColumn (line 730) | [Fact] method TestLoadCsvWithExtraColumnInRow (line 743) | [Fact] method TestLoadCsvWithLessColumnsInRow (line 756) | [Fact] method TestLoadCsvWithAllNulls (line 785) | [Fact] method TestLoadCsvWithNullsAndDataTypes (line 828) | [Fact] method TestLoadCsvWithNulls (line 890) | [Fact] method TestSaveCsvVBufferColumn (line 952) | [Fact] method TestSaveCsvWithHeader (line 981) | [Fact] method TestSaveCsvWithCultureInfoRomanianAndSemiColon (line 1007) | [Fact] method TestSaveCsvWithCultureInfo (line 1040) | [Fact] method TestSaveCsvWithCultureInfoRomanianAndComma (line 1070) | [Fact] method TestSaveCsvWithCultureInfoAndDateTimeColumn (line 1082) | [Fact] method TestSaveAndReadCsvWithCultureInfoAndDateTimeColumn (line 1111) | [Fact] method TestSaveCsvWithNoHeader (line 1139) | [Fact] method TestSaveCsvWithSemicolonSeparator (line 1165) | [Fact] method TestMixedDataTypesInCsv (line 1192) | [Fact] method TestLoadFromEnumerable (line 1232) | [Fact] method TestSaveToDataTable (line 1240) | [Fact] method TestSQLite (line 1255) | [X86X64Fact("The SQLite un-managed code, SQLite.interop, only supports... method AssertEqual (line 1283) | static void AssertEqual(DataFrame dataFrame, (string name, Type type)[... method GetTestData (line 1291) | static ((string name, Type type)[] columns, object[][] vals) GetTestDa... method InitSQLiteDb (line 1313) | static (SQLiteProviderFactory factory, DbConnection connection) InitSQ... method CleanupSQLiteDb (line 1331) | static void CleanupSQLiteDb() type LoadCsvVerifyingHelper (line 1345) | public readonly struct LoadCsvVerifyingHelper method LoadCsvVerifyingHelper (line 1353) | public LoadCsvVerifyingHelper(int columnCount, long rowCount, string... method VerifyLoadCsv (line 1363) | public void VerifyLoadCsv(DataFrame df) method CsvWithTextQualifiers_TestData (line 1384) | public static IEnumerable CsvWithTextQualifiers_TestData() method TestLoadCsvWithTextQualifiersFromStream (line 1567) | [Theory] method TestLoadCsvWithTextQualifiersFromString (line 1575) | [Theory] method TestSaveCsvWithTextQualifiers (line 1583) | [Theory] method TestLoadCsvWithGuessTypes (line 1599) | [Fact] method TestLoadCsvWithMismatchedNumberOfColumnsInDataRows (line 1739) | [Fact] FILE: test/Microsoft.Data.Analysis.Tests/DataFrameAssert.cs class DataFrameAssert (line 9) | public static class DataFrameAssert method Equal (line 11) | public static void Equal(DataFrame expected, DataFrame actual) FILE: test/Microsoft.Data.Analysis.Tests/DataFrameColumn.BinaryOperationTests.cs class DataFrameColumnTests (line 18) | public partial class DataFrameColumnTests : BaseTestClass method DataFrameColumnTests (line 20) | public DataFrameColumnTests(ITestOutputHelper output) : base(output, t... method AddByteDataFrameColumnToByteDataFrameColumn (line 23) | [Fact] method AddDecimalDataFrameColumnToByteDataFrameColumn (line 36) | [Fact] method AddDoubleDataFrameColumnToByteDataFrameColumn (line 49) | [Fact] method AddSingleDataFrameColumnToByteDataFrameColumn (line 62) | [Fact] method AddInt32DataFrameColumnToByteDataFrameColumn (line 75) | [Fact] method AddInt64DataFrameColumnToByteDataFrameColumn (line 88) | [Fact] method AddSByteDataFrameColumnToByteDataFrameColumn (line 101) | [Fact] method AddInt16DataFrameColumnToByteDataFrameColumn (line 114) | [Fact] method AddUInt32DataFrameColumnToByteDataFrameColumn (line 127) | [Fact] method AddUInt64DataFrameColumnToByteDataFrameColumn (line 140) | [Fact] method AddUInt16DataFrameColumnToByteDataFrameColumn (line 153) | [Fact] method AddByteToByteDataFrameColumn (line 166) | [Fact] method AddDecimalToByteDataFrameColumn (line 178) | [Fact] method AddDoubleToByteDataFrameColumn (line 190) | [Fact] method AddSingleToByteDataFrameColumn (line 202) | [Fact] method AddInt32ToByteDataFrameColumn (line 214) | [Fact] method AddInt64ToByteDataFrameColumn (line 226) | [Fact] method AddSByteToByteDataFrameColumn (line 238) | [Fact] method AddInt16ToByteDataFrameColumn (line 250) | [Fact] method AddUInt32ToByteDataFrameColumn (line 262) | [Fact] method AddUInt64ToByteDataFrameColumn (line 274) | [Fact] method AddUInt16ToByteDataFrameColumn (line 286) | [Fact] method ReverseAddByteToByteDataFrameColumn (line 298) | [Fact] method ReverseAddDecimalToByteDataFrameColumn (line 310) | [Fact] method ReverseAddDoubleToByteDataFrameColumn (line 322) | [Fact] method ReverseAddSingleToByteDataFrameColumn (line 334) | [Fact] method ReverseAddInt32ToByteDataFrameColumn (line 346) | [Fact] method ReverseAddInt64ToByteDataFrameColumn (line 358) | [Fact] method ReverseAddSByteToByteDataFrameColumn (line 370) | [Fact] method ReverseAddInt16ToByteDataFrameColumn (line 382) | [Fact] method ReverseAddUInt32ToByteDataFrameColumn (line 394) | [Fact] method ReverseAddUInt64ToByteDataFrameColumn (line 406) | [Fact] method ReverseAddUInt16ToByteDataFrameColumn (line 418) | [Fact] method SubtractByteDataFrameColumnToByteDataFrameColumn (line 430) | [Fact] method SubtractDecimalDataFrameColumnToByteDataFrameColumn (line 443) | [Fact] method SubtractDoubleDataFrameColumnToByteDataFrameColumn (line 456) | [Fact] method SubtractSingleDataFrameColumnToByteDataFrameColumn (line 469) | [Fact] method SubtractInt32DataFrameColumnToByteDataFrameColumn (line 482) | [Fact] method SubtractInt64DataFrameColumnToByteDataFrameColumn (line 495) | [Fact] method SubtractSByteDataFrameColumnToByteDataFrameColumn (line 508) | [Fact] method SubtractInt16DataFrameColumnToByteDataFrameColumn (line 521) | [Fact] method SubtractUInt32DataFrameColumnToByteDataFrameColumn (line 534) | [Fact] method SubtractUInt64DataFrameColumnToByteDataFrameColumn (line 547) | [Fact] method SubtractUInt16DataFrameColumnToByteDataFrameColumn (line 560) | [Fact] method SubtractByteToByteDataFrameColumn (line 573) | [Fact] method SubtractDecimalToByteDataFrameColumn (line 585) | [Fact] method SubtractDoubleToByteDataFrameColumn (line 597) | [Fact] method SubtractSingleToByteDataFrameColumn (line 609) | [Fact] method SubtractInt32ToByteDataFrameColumn (line 621) | [Fact] method SubtractInt64ToByteDataFrameColumn (line 633) | [Fact] method SubtractSByteToByteDataFrameColumn (line 645) | [Fact] method SubtractInt16ToByteDataFrameColumn (line 657) | [Fact] method SubtractUInt32ToByteDataFrameColumn (line 669) | [Fact] method SubtractUInt64ToByteDataFrameColumn (line 681) | [Fact] method SubtractUInt16ToByteDataFrameColumn (line 693) | [Fact] method ReverseSubtractByteToByteDataFrameColumn (line 705) | [Fact] method ReverseSubtractDecimalToByteDataFrameColumn (line 717) | [Fact] method ReverseSubtractDoubleToByteDataFrameColumn (line 729) | [Fact] method ReverseSubtractSingleToByteDataFrameColumn (line 741) | [Fact] method ReverseSubtractInt32ToByteDataFrameColumn (line 753) | [Fact] method ReverseSubtractInt64ToByteDataFrameColumn (line 765) | [Fact] method ReverseSubtractSByteToByteDataFrameColumn (line 777) | [Fact] method ReverseSubtractInt16ToByteDataFrameColumn (line 789) | [Fact] method ReverseSubtractUInt32ToByteDataFrameColumn (line 801) | [Fact] method ReverseSubtractUInt64ToByteDataFrameColumn (line 813) | [Fact] method ReverseSubtractUInt16ToByteDataFrameColumn (line 825) | [Fact] method MultiplyByteDataFrameColumnToByteDataFrameColumn (line 837) | [Fact] method MultiplyDecimalDataFrameColumnToByteDataFrameColumn (line 850) | [Fact] method MultiplyDoubleDataFrameColumnToByteDataFrameColumn (line 863) | [Fact] method MultiplySingleDataFrameColumnToByteDataFrameColumn (line 876) | [Fact] method MultiplyInt32DataFrameColumnToByteDataFrameColumn (line 889) | [Fact] method MultiplyInt64DataFrameColumnToByteDataFrameColumn (line 902) | [Fact] method MultiplySByteDataFrameColumnToByteDataFrameColumn (line 915) | [Fact] method MultiplyInt16DataFrameColumnToByteDataFrameColumn (line 928) | [Fact] method MultiplyUInt32DataFrameColumnToByteDataFrameColumn (line 941) | [Fact] method MultiplyUInt64DataFrameColumnToByteDataFrameColumn (line 954) | [Fact] method MultiplyUInt16DataFrameColumnToByteDataFrameColumn (line 967) | [Fact] method MultiplyByteToByteDataFrameColumn (line 980) | [Fact] method MultiplyDecimalToByteDataFrameColumn (line 992) | [Fact] method MultiplyDoubleToByteDataFrameColumn (line 1004) | [Fact] method MultiplySingleToByteDataFrameColumn (line 1016) | [Fact] method MultiplyInt32ToByteDataFrameColumn (line 1028) | [Fact] method MultiplyInt64ToByteDataFrameColumn (line 1040) | [Fact] method MultiplySByteToByteDataFrameColumn (line 1052) | [Fact] method MultiplyInt16ToByteDataFrameColumn (line 1064) | [Fact] method MultiplyUInt32ToByteDataFrameColumn (line 1076) | [Fact] method MultiplyUInt64ToByteDataFrameColumn (line 1088) | [Fact] method MultiplyUInt16ToByteDataFrameColumn (line 1100) | [Fact] method ReverseMultiplyByteToByteDataFrameColumn (line 1112) | [Fact] method ReverseMultiplyDecimalToByteDataFrameColumn (line 1124) | [Fact] method ReverseMultiplyDoubleToByteDataFrameColumn (line 1136) | [Fact] method ReverseMultiplySingleToByteDataFrameColumn (line 1148) | [Fact] method ReverseMultiplyInt32ToByteDataFrameColumn (line 1160) | [Fact] method ReverseMultiplyInt64ToByteDataFrameColumn (line 1172) | [Fact] method ReverseMultiplySByteToByteDataFrameColumn (line 1184) | [Fact] method ReverseMultiplyInt16ToByteDataFrameColumn (line 1196) | [Fact] method ReverseMultiplyUInt32ToByteDataFrameColumn (line 1208) | [Fact] method ReverseMultiplyUInt64ToByteDataFrameColumn (line 1220) | [Fact] method ReverseMultiplyUInt16ToByteDataFrameColumn (line 1232) | [Fact] method DivideByteDataFrameColumnToByteDataFrameColumn (line 1244) | [Fact] method DivideDecimalDataFrameColumnToByteDataFrameColumn (line 1257) | [Fact] method DivideDoubleDataFrameColumnToByteDataFrameColumn (line 1270) | [Fact] method DivideSingleDataFrameColumnToByteDataFrameColumn (line 1283) | [Fact] method DivideInt32DataFrameColumnToByteDataFrameColumn (line 1296) | [Fact] method DivideInt64DataFrameColumnToByteDataFrameColumn (line 1309) | [Fact] method DivideSByteDataFrameColumnToByteDataFrameColumn (line 1322) | [Fact] method DivideInt16DataFrameColumnToByteDataFrameColumn (line 1335) | [Fact] method DivideUInt32DataFrameColumnToByteDataFrameColumn (line 1348) | [Fact] method DivideUInt64DataFrameColumnToByteDataFrameColumn (line 1361) | [Fact] method DivideUInt16DataFrameColumnToByteDataFrameColumn (line 1374) | [Fact] method DivideByteToByteDataFrameColumn (line 1387) | [Fact] method DivideDecimalToByteDataFrameColumn (line 1399) | [Fact] method DivideDoubleToByteDataFrameColumn (line 1411) | [Fact] method DivideSingleToByteDataFrameColumn (line 1423) | [Fact] method DivideInt32ToByteDataFrameColumn (line 1435) | [Fact] method DivideInt64ToByteDataFrameColumn (line 1447) | [Fact] method DivideSByteToByteDataFrameColumn (line 1459) | [Fact] method DivideInt16ToByteDataFrameColumn (line 1471) | [Fact] method DivideUInt32ToByteDataFrameColumn (line 1483) | [Fact] method DivideUInt64ToByteDataFrameColumn (line 1495) | [Fact] method DivideUInt16ToByteDataFrameColumn (line 1507) | [Fact] method ReverseDivideByteToByteDataFrameColumn (line 1519) | [Fact] method ReverseDivideDecimalToByteDataFrameColumn (line 1531) | [Fact] method ReverseDivideDoubleToByteDataFrameColumn (line 1543) | [Fact] method ReverseDivideSingleToByteDataFrameColumn (line 1555) | [Fact] method ReverseDivideInt32ToByteDataFrameColumn (line 1567) | [Fact] method ReverseDivideInt64ToByteDataFrameColumn (line 1579) | [Fact] method ReverseDivideSByteToByteDataFrameColumn (line 1591) | [Fact] method ReverseDivideInt16ToByteDataFrameColumn (line 1603) | [Fact] method ReverseDivideUInt32ToByteDataFrameColumn (line 1615) | [Fact] method ReverseDivideUInt64ToByteDataFrameColumn (line 1627) | [Fact] method ReverseDivideUInt16ToByteDataFrameColumn (line 1639) | [Fact] method ModuloByteDataFrameColumnToByteDataFrameColumn (line 1651) | [Fact] method ModuloDecimalDataFrameColumnToByteDataFrameColumn (line 1664) | [Fact] method ModuloDoubleDataFrameColumnToByteDataFrameColumn (line 1677) | [Fact] method ModuloSingleDataFrameColumnToByteDataFrameColumn (line 1690) | [Fact] method ModuloInt32DataFrameColumnToByteDataFrameColumn (line 1703) | [Fact] method ModuloInt64DataFrameColumnToByteDataFrameColumn (line 1716) | [Fact] method ModuloSByteDataFrameColumnToByteDataFrameColumn (line 1729) | [Fact] method ModuloInt16DataFrameColumnToByteDataFrameColumn (line 1742) | [Fact] method ModuloUInt32DataFrameColumnToByteDataFrameColumn (line 1755) | [Fact] method ModuloUInt64DataFrameColumnToByteDataFrameColumn (line 1768) | [Fact] method ModuloUInt16DataFrameColumnToByteDataFrameColumn (line 1781) | [Fact] method ModuloByteToByteDataFrameColumn (line 1794) | [Fact] method ModuloDecimalToByteDataFrameColumn (line 1806) | [Fact] method ModuloDoubleToByteDataFrameColumn (line 1818) | [Fact] method ModuloSingleToByteDataFrameColumn (line 1830) | [Fact] method ModuloInt32ToByteDataFrameColumn (line 1842) | [Fact] method ModuloInt64ToByteDataFrameColumn (line 1854) | [Fact] method ModuloSByteToByteDataFrameColumn (line 1866) | [Fact] method ModuloInt16ToByteDataFrameColumn (line 1878) | [Fact] method ModuloUInt32ToByteDataFrameColumn (line 1890) | [Fact] method ModuloUInt64ToByteDataFrameColumn (line 1902) | [Fact] method ModuloUInt16ToByteDataFrameColumn (line 1914) | [Fact] method ReverseModuloByteToByteDataFrameColumn (line 1926) | [Fact] method ReverseModuloDecimalToByteDataFrameColumn (line 1938) | [Fact] method ReverseModuloDoubleToByteDataFrameColumn (line 1950) | [Fact] method ReverseModuloSingleToByteDataFrameColumn (line 1962) | [Fact] method ReverseModuloInt32ToByteDataFrameColumn (line 1974) | [Fact] method ReverseModuloInt64ToByteDataFrameColumn (line 1986) | [Fact] method ReverseModuloSByteToByteDataFrameColumn (line 1998) | [Fact] method ReverseModuloInt16ToByteDataFrameColumn (line 2010) | [Fact] method ReverseModuloUInt32ToByteDataFrameColumn (line 2022) | [Fact] method ReverseModuloUInt64ToByteDataFrameColumn (line 2034) | [Fact] method ReverseModuloUInt16ToByteDataFrameColumn (line 2046) | [Fact] method ElementwiseEqualsBooleanToByte (line 2058) | [Fact] method ElementwiseEqualsBooleanToDecimal (line 2073) | [Fact] method ElementwiseEqualsBooleanToDouble (line 2088) | [Fact] method ElementwiseEqualsBooleanToSingle (line 2103) | [Fact] method ElementwiseEqualsBooleanToInt32 (line 2118) | [Fact] method ElementwiseEqualsBooleanToInt64 (line 2133) | [Fact] method ElementwiseEqualsBooleanToSByte (line 2148) | [Fact] method ElementwiseEqualsBooleanToInt16 (line 2163) | [Fact] method ElementwiseEqualsBooleanToUInt32 (line 2178) | [Fact] method ElementwiseEqualsBooleanToUInt64 (line 2193) | [Fact] method ElementwiseEqualsBooleanToUInt16 (line 2208) | [Fact] method ElementwiseEqualsBooleanToScalarByte (line 2223) | [Fact] method ElementwiseEqualsBooleanToScalarDecimal (line 2235) | [Fact] method ElementwiseEqualsBooleanToScalarDouble (line 2247) | [Fact] method ElementwiseEqualsBooleanToScalarSingle (line 2259) | [Fact] method ElementwiseEqualsBooleanToScalarInt32 (line 2271) | [Fact] method ElementwiseEqualsBooleanToScalarInt64 (line 2283) | [Fact] method ElementwiseEqualsBooleanToScalarSByte (line 2295) | [Fact] method ElementwiseEqualsBooleanToScalarInt16 (line 2307) | [Fact] method ElementwiseEqualsBooleanToScalarUInt32 (line 2319) | [Fact] method ElementwiseEqualsBooleanToScalarUInt64 (line 2331) | [Fact] method ElementwiseEqualsBooleanToScalarUInt16 (line 2343) | [Fact] method ElementwiseNotEqualsBooleanToByte (line 2355) | [Fact] method ElementwiseNotEqualsBooleanToDecimal (line 2370) | [Fact] method ElementwiseNotEqualsBooleanToDouble (line 2385) | [Fact] method ElementwiseNotEqualsBooleanToSingle (line 2400) | [Fact] method ElementwiseNotEqualsBooleanToInt32 (line 2415) | [Fact] method ElementwiseNotEqualsBooleanToInt64 (line 2430) | [Fact] method ElementwiseNotEqualsBooleanToSByte (line 2445) | [Fact] method ElementwiseNotEqualsBooleanToInt16 (line 2460) | [Fact] method ElementwiseNotEqualsBooleanToUInt32 (line 2475) | [Fact] method ElementwiseNotEqualsBooleanToUInt64 (line 2490) | [Fact] method ElementwiseNotEqualsBooleanToUInt16 (line 2505) | [Fact] method ElementwiseNotEqualsBooleanToScalarByte (line 2520) | [Fact] method ElementwiseNotEqualsBooleanToScalarDecimal (line 2532) | [Fact] method ElementwiseNotEqualsBooleanToScalarDouble (line 2544) | [Fact] method ElementwiseNotEqualsBooleanToScalarSingle (line 2556) | [Fact] method ElementwiseNotEqualsBooleanToScalarInt32 (line 2568) | [Fact] method ElementwiseNotEqualsBooleanToScalarInt64 (line 2580) | [Fact] method ElementwiseNotEqualsBooleanToScalarSByte (line 2592) | [Fact] method ElementwiseNotEqualsBooleanToScalarInt16 (line 2604) | [Fact] method ElementwiseNotEqualsBooleanToScalarUInt32 (line 2616) | [Fact] method ElementwiseNotEqualsBooleanToScalarUInt64 (line 2628) | [Fact] method ElementwiseNotEqualsBooleanToScalarUInt16 (line 2640) | [Fact] FILE: test/Microsoft.Data.Analysis.Tests/DataFrameGroupByTests.cs class DataFrameGroupByTests (line 15) | public class DataFrameGroupByTests : BaseTestClass method DataFrameGroupByTests (line 17) | public DataFrameGroupByTests(ITestOutputHelper output) : base(output, ... method TestGroupingWithTKeyTypeofString (line 21) | [Fact] method TestGroupingWithTKey_CornerCases (line 46) | [Fact] method TestGroupingWithTKeyPrimitiveType (line 62) | [Fact] method TestGroupingWithTKeyOfWrongType (line 97) | [Fact] method MakeTestDataFrameWithParityAndTensColumns (line 110) | private DataFrame MakeTestDataFrameWithParityAndTensColumns(int length) FILE: test/Microsoft.Data.Analysis.Tests/DataFrameIDataViewTests.cs class DataFrameIDataViewTests (line 18) | public partial class DataFrameIDataViewTests : BaseTestClass method DataFrameIDataViewTests (line 20) | public DataFrameIDataViewTests(ITestOutputHelper output) : base(output... method TestIDataView (line 24) | [Fact] method TestIDataViewSchemaInvalidate (line 102) | [Fact] method TestIDataViewWithNulls (line 129) | [Fact] method TestDataFrameFromIDataView (line 256) | [Fact] method TestDataFrameFromIDataView_SelectColumns (line 271) | [Fact] method TestDataFrameFromIDataView_SelectRows (line 283) | [Theory] method TestDataFrameFromIDataView_SelectColumnsAndRows (line 324) | [Fact] class InputData (line 343) | private class InputData method GetASampleIDataView (line 350) | private IDataView GetASampleIDataView() method VerifyDataFrameColumnAndDataViewColumnValues (line 369) | private void VerifyDataFrameColumnAndDataViewColumnValues(string co... method TestDataFrameFromIDataView_MLData (line 383) | [Fact] method TestDataFrameFromIDataView_MLData_SelectColumns (line 400) | [Fact] method TestDataFrameFromIDataView_MLData_SelectRows (line 416) | [Theory] method TestDataFrameFromIDataView_MLData_SelectColumnsAndRows (line 435) | [Fact] method TestDataFrameFromIDataView_VBufferType (line 451) | [Fact] FILE: test/Microsoft.Data.Analysis.Tests/DataFrameJoinExtensionsTests.cs class DataFrameJoinExtensionsTests (line 13) | public class DataFrameJoinExtensionsTests : BaseTestClass method DataFrameJoinExtensionsTests (line 15) | public DataFrameJoinExtensionsTests(ITestOutputHelper output) : base(o... method GetSortedListsIntersection_EmptyCollections_EmptyResult (line 19) | [Fact] method GetSortedListsIntersection_EmptyCollections_FirstIsNotEmpty_EmptyResult (line 36) | [Fact] method GetSortedListsIntersection_EmptyCollections_SecondIsNotEmpty_EmptyResult (line 59) | [Fact] method GetSortedListsIntersection_SortedCollections_WithoutIntersection_Success (line 82) | [Fact] method GetSortedListsIntersection_SortedCollections_WithIntersection_Success (line 113) | [Fact] FILE: test/Microsoft.Data.Analysis.Tests/DataFrameTests.BinaryOperations.cs class DataFrameTests (line 17) | public partial class DataFrameTests : BaseTestClass method DataFrameTests (line 19) | public DataFrameTests(ITestOutputHelper output) : base(output, true) method TestBinaryOperations (line 23) | [Fact] method TestBinaryOperationsWithColumns (line 93) | [Fact] method TestBinaryOperationsWithConversions (line 146) | [Fact] method TestBinaryOperationsOnBoolColumn (line 170) | [Fact] method TestBinaryOperationsOnDateTimeColumn (line 202) | [Fact] method TestBinaryOperationsOnArrowStringColumn (line 244) | [Fact] method TestBinaryOperationsOnStringColumn (line 300) | [Fact] method TestBinaryOperatorsWithConversions (line 358) | [Fact] method TestBinaryOperationsOnColumns (line 433) | [Fact] method TestBinaryOperationsOnExplodedNumericColumns (line 444) | [Fact] FILE: test/Microsoft.Data.Analysis.Tests/DataFrameTests.Computations.cs class DataFrameTests (line 16) | public partial class DataFrameTests : BaseTestClass method TestComputations (line 18) | [Fact] method TestComputationsIncludingDateTime (line 180) | [Fact] method TestIntComputations_MaxMin_WithNulls (line 343) | [Fact] method TestIntSum_OnColumnWithNullsOnly (line 360) | [Fact] method TestIntSum_OnEmptyColumn (line 367) | [Fact] method TestIntComputations_MaxMin_OnEmptyColumn (line 374) | [Fact] method TestDateTimeComputations_MaxMin_OnEmptyColumn (line 383) | [Fact] method TestDateTimeComputations_MaxMin_WithNulls (line 392) | [Fact] method TestComputations_WithNegativeNumbers_MaxMin_Calculated (line 409) | [Theory] method Test_Logical_Computation_And (line 479) | [Fact] method Test_Logical_Computation_Or (line 496) | [Fact] FILE: test/Microsoft.Data.Analysis.Tests/DataFrameTests.Filter.cs class DataFrameTests (line 14) | public partial class DataFrameTests method TestColumnFilter (line 16) | [Fact] method TestDataFrameFilter (line 28) | [Fact] FILE: test/Microsoft.Data.Analysis.Tests/DataFrameTests.Join.cs class DataFrameTests (line 14) | public partial class DataFrameTests method TestJoin (line 16) | [Fact] method VerifyJoin (line 85) | private void VerifyJoin(DataFrame join, DataFrame left, DataFrame righ... FILE: test/Microsoft.Data.Analysis.Tests/DataFrameTests.Merge.cs class DataFrameTests (line 14) | public partial class DataFrameTests method TestDataCorrectnessForInnerMerge (line 16) | [Theory] method TestMerge (line 35) | [Fact] method MatchRowsOnMergedDataFrame (line 106) | private void MatchRowsOnMergedDataFrame(DataFrame merge, DataFrame lef... method TestMergeEdgeCases_LeftOrRight (line 134) | [Theory] method TestMergeEdgeCases_Inner (line 175) | [Fact] method TestMergeEdgeCases_Outer (line 224) | [Fact] method TestMerge_ByTwoColumns_Complex_LeftJoin (line 292) | [Fact] method TestMerge_ByTwoColumns_Simple_ManyToMany_LeftJoin (line 358) | [Fact] method TestMerge_ByTwoColumns_Simple_ManyToMany_RightJoin (line 416) | [Fact] method TestMerge_ByTwoColumns_Simple_ManyToMany_InnerJoin (line 474) | [Fact] method TestMerge_ByTwoColumns_Simple_ManyToMany_OuterJoin (line 530) | [Fact] method TestMerge_ByThreeColumns_OneToOne_LeftJoin (line 590) | [Fact] method TestMerge_ByThreeColumns_OneToOne_RightJoin (line 646) | [Fact] method TestMerge_Issue5778 (line 702) | [Fact] method GenerateData_TestMerge_EmptyDataFrames (line 717) | public static IEnumerable GenerateData_TestMerge_EmptyDataFr... method TestMerge_EmptyDataFrames (line 861) | [Theory] method GenerateData_TestMerge_OuterJoinsPreserveUnmatched (line 870) | public static IEnumerable GenerateData_TestMerge_OuterJoinsP... method TestMerge_OuterJoinsPreserveUnmatched (line 958) | [Theory] method TestMerge_CorrectColumnTypes (line 967) | [Fact] method VerifyMerge (line 1016) | private void VerifyMerge(DataFrame merge, DataFrame left, DataFrame ri... FILE: test/Microsoft.Data.Analysis.Tests/DataFrameTests.Sort.cs class DataFrameTests (line 14) | public partial class DataFrameTests method TestSplitAndSort (line 16) | [Fact] method TestStringColumnSort (line 34) | [Fact] method TestPrimitiveColumnSort (line 67) | [Theory] method TestSortWithDifferentNullCountsInColumns (line 102) | [Fact] FILE: test/Microsoft.Data.Analysis.Tests/DataFrameTests.Utils.cs class DataFrameTests (line 15) | public partial class DataFrameTests method MakeDataFrameWithTwoColumns (line 17) | public static DataFrame MakeDataFrameWithTwoColumns(int length, bool w... method CreateArrowStringColumn (line 32) | public static ArrowStringDataFrameColumn CreateArrowStringColumn(int l... method CreateVBufferDataFrameColumn (line 77) | public static VBufferDataFrameColumn CreateVBufferDataFrameColumn... method MakeDataFrameWithAllColumnTypes (line 83) | public static DataFrame MakeDataFrameWithAllColumnTypes(int length, bo... method MakeDataFrameWithAllMutableAndArrowColumnTypes (line 93) | public static DataFrame MakeDataFrameWithAllMutableAndArrowColumnTypes... method MakeDataFrameWithAllMutableColumnTypes (line 102) | public static DataFrame MakeDataFrameWithAllMutableColumnTypes(int len... method MakeDataFrameWithNumericAndBoolColumns (line 114) | public static DataFrame MakeDataFrameWithNumericAndBoolColumns(int len... method MakeDataFrameWithNumericAndStringColumns (line 126) | public static DataFrame MakeDataFrameWithNumericAndStringColumns(int l... method MakeDataFrameWithNumericStringAndDateTimeColumns (line 146) | public static DataFrame MakeDataFrameWithNumericStringAndDateTimeColum... method MakeDataFrameWithNumericColumns (line 159) | public static DataFrame MakeDataFrameWithNumericColumns(int length, bo... method MakeDataFrame (line 203) | public static DataFrame MakeDataFrame(int length, bool withNul... method SplitTrainTest (line 222) | public DataFrame SplitTrainTest(DataFrame input, float testRatio, out ... FILE: test/Microsoft.Data.Analysis.Tests/DataFrameTests.cs class DataFrameTests (line 17) | public partial class DataFrameTests : BaseTestClass method TestIndexer (line 19) | [Fact] method ColumnInsertTest (line 48) | [Fact] method ColumnAndTableCreationTest (line 59) | [Fact] method InsertAndRemoveColumnToTheEndOfNotEmptyDataFrameTests (line 114) | [Fact] method AddAndRemoveColumnToTheEmptyDataFrameTests (line 148) | [Fact] method ClearColumnsTests (line 163) | [Fact] method RenameColumnWithSetNameTests (line 179) | [Fact] method RenameColumnWithRenameColumnTests (line 198) | [Fact] method TestColumnReverseOrderState (line 217) | [Fact] method TestProjectionAndAppend (line 226) | [Fact] method TestOrderBy (line 235) | [Fact] method TestGroupBy (line 298) | [Fact] method TestGroupByDifferentColumnTypes (line 434) | [Fact] method TestIEnumerable (line 480) | [Fact] method TestColumnClamp (line 559) | [Fact] method TestDataFrameClamp (line 600) | [Fact] method TestPrefixAndSuffix (line 658) | [Fact] method TestSample (line 703) | [Fact] method TestDescription (line 723) | [Fact] method TestInfo (line 756) | [Fact] method TestDropNulls (line 783) | [Fact] method TestInsertMismatchedColumnToEmptyDataFrame (line 797) | [Fact] method TestFillNulls (line 809) | [Fact] method TestValueCounts (line 857) | [Fact] method TestApplyElementwiseNullCount (line 868) | [Fact] method TestClone (line 910) | [Theory] method TestColumnCreationFromExisitingColumn (line 932) | [Fact] method TestColumns (line 946) | [Fact] method TestRows (line 960) | [Fact] method TestMutationOnRows (line 991) | [Fact] method TestAppendRows (line 1015) | [Fact] method TestAppendRowsIfColumnAreOutOfOrder (line 1058) | [Fact] method TestAppendRow (line 1087) | [Fact] method TestAppendEmptyValue (line 1195) | [Fact] method TestApply (line 1218) | [Fact] method TestDataFrameCreate (line 1237) | [Fact] method GetColumnTests (line 1276) | [Fact] method TestMean (line 1346) | [Fact] method TestMedian (line 1354) | [Fact] method Test_StringColumnNotEqualsNull (line 1362) | [Fact] method Test_StringColumnEqualsNull (line 1378) | [Fact] method GenerateDataFrameMeltData (line 1396) | public static IEnumerable GenerateDataFrameMeltData() method TestMelt (line 1600) | [Theory] method TestMelt_InvalidData (line 1607) | [Fact] FILE: test/Microsoft.Data.Analysis.Tests/PrimitiveDataFrameColumnComputationsTests.cs class DataFrameColumnTests (line 17) | public partial class DataFrameColumnTests method ByteColumnComputationsTests (line 33) | [Fact] method CharColumnComputationsTests (line 43) | [Fact] method DecimalColumnComputationsTests (line 53) | [Fact] method DoubleColumnComputationsTests (line 63) | [Fact] method SingleColumnComputationsTests (line 73) | [Fact] method Int32ColumnComputationsTests (line 83) | [Fact] method Int64ColumnComputationsTests (line 93) | [Fact] method SByteColumnComputationsTests (line 103) | [Fact] method Int16ColumnComputationsTests (line 113) | [Fact] method UInt32ColumnComputationsTests (line 123) | [Fact] method UInt64ColumnComputationsTests (line 133) | [Fact] method UInt16ColumnComputationsTests (line 143) | [Fact] FILE: test/Microsoft.Data.Analysis.Tests/PrimitiveDataFrameColumnTests.cs class PrimitiveDataFrameColumnTests (line 14) | public class PrimitiveDataFrameColumnTests : BaseTestClass method PrimitiveDataFrameColumnTests (line 16) | public PrimitiveDataFrameColumnTests(ITestOutputHelper output) : base(... method TestGetterAndSetterForColumnsGreaterThanMaxCapacity (line 20) | [X64Fact("32-bit doesn't allow to allocate more than 2 Gb")] method TestNullCounts (line 34) | [Fact] method TestNullCountWithIndexers (line 83) | [Fact] method TestValidity (line 94) | [Fact] method TestAppendNullToEmptyColumn (line 106) | [Fact] method TestAppendNullToColumnWithValues (line 123) | [Fact] method TestAppendToColumnWithValues (line 133) | [Fact] method TestAppendManyNullsToEmptyColumn (line 156) | [Fact] method TestAppendManyNullsToColumnWithValues (line 171) | [Fact] method TestAppendManyValuesToEmptyColumn (line 196) | [Fact] method TestAppendManyValuesToColumnWithValues (line 215) | [Fact] method TestNullCountChange (line 238) | [Fact] method TestClone_PrimitiveColumn (line 260) | [Fact] method TestNotNullableColumnClone (line 275) | [Fact] method TestNullableColumnClone (line 295) | [Fact] method TestNotNullableColumnClone_WithIntIndicesMap (line 316) | [Fact] method TestNotNullableColumnClone_WithIntIndicesMap_Invert (line 337) | [Fact] method TestNotNullableColumnClone_WithLongIndicesMap (line 358) | [Fact] method TestNotNullableColumnClone_WithLongIndicesMap_Invert (line 379) | [Fact] method TestNotNullableColumnCloneWithIndicesMapAsEnumerableLong (line 400) | [Fact] method TestNotNullableColumnCloneWithIndicesMapAsEnumerableInt (line 421) | [Fact] method TestNullableColumnCloneWithIndicesMapAndSmallerSize (line 442) | [Fact] method TestNullableColumnCloneWithIndicesMap_OutOfRange (line 462) | [Fact] method TestAppend_SizeMoreThanMaxBufferCapacity (line 475) | [X64Fact("32-bit doesn't allow to allocate more than 2 Gb")] method TestAppendMany_SizeMoreThanMaxBufferCapacity (line 483) | [X64Fact("32-bit doesn't allow to allocate more than 2 Gb")] method Test_PrimitiveColumnNotEqualsNull (line 495) | [Fact] method Test_PrimitiveColumnEqualsNull (line 511) | [Fact] method Test_ArithmeticsAddWithNull (line 529) | [Fact] method Test_ArithmeticsAddScalarWithNull (line 555) | [Fact] method Test_ArithmeticsDiffWithNull (line 580) | [Fact] method Test_ArithmeticsMultWithNull (line 598) | [Fact] method Test_ArithmeticsDivWithNull (line 616) | [Fact] method TestApply_InPlace (line 634) | [Fact] method TestDropNulls (line 651) | [Fact] FILE: test/Microsoft.Data.Analysis.Tests/StringDataFrameColumnTests.cs class StringDataFrameColumnTests (line 16) | public class StringDataFrameColumnTests : BaseTestClass method StringDataFrameColumnTests (line 18) | public StringDataFrameColumnTests(ITestOutputHelper output) : base(out... method TestColumnClone (line 22) | [Fact] method TestColumnClone_WithIntMapIndices (line 37) | [Fact] method TestColumnClone_WithIntMapIndices_InvertIndices (line 53) | [Fact] method TestColumnClone_WithLongMapIndices (line 69) | [Fact] method TestColumnClone_WithLongMapIndices_InvertIndices (line 85) | [Fact] FILE: test/Microsoft.Data.Analysis.Tests/TextFieldParserTests.cs class TextFieldParserTests (line 14) | public class TextFieldParserTests : BaseTestClass method TextFieldParserTests (line 16) | public TextFieldParserTests(ITestOutputHelper output) : base(output, t... method GetStream (line 20) | private Stream GetStream(string streamData) method Constructors (line 25) | [Fact] method Close (line 58) | [Fact] method Properties (line 90) | [Fact] method ReadLine_ReadToEnd (line 129) | [Fact] method ErrorLine (line 174) | [Fact] method HasFieldsEnclosedInQuotes_TrimWhiteSpace (line 203) | [Fact] method PeekChars (line 245) | [Fact] method ReadFields_FieldWidths (line 280) | [Fact] method ReadFields_Delimiters_LineNumber (line 307) | [Fact] method UnmatchedQuote_MalformedLineException (line 359) | [Fact] method ReadFields_QuoteOnNewLine (line 371) | [Fact] FILE: test/Microsoft.Data.Analysis.Tests/VBufferColumnTests.cs class VBufferColumnTests (line 19) | public class VBufferColumnTests : BaseTestClass method VBufferColumnTests (line 21) | public VBufferColumnTests(ITestOutputHelper output) : base(output, true) method TestVBufferColumn_Creation (line 25) | [Fact] method TestVBufferColumn_Indexer (line 36) | [Fact] method TestVBufferColumn_Indexer_MoreThanMaxInt (line 49) | [X64Fact("32-bit doesn't allow to allocate more than 2 Gb")] FILE: test/Microsoft.Extensions.ML.Tests/FileLoaderTests.cs class FileLoaderTests (line 20) | public class FileLoaderTests : BaseTestClass method FileLoaderTests (line 22) | public FileLoaderTests(ITestOutputHelper output) : base(output) method throw_until_started (line 26) | [Fact] method can_load_model (line 39) | [Fact] method can_reload_model (line 58) | [Fact] class FileLoaderMock (line 80) | private class FileLoaderMock : FileModelLoader method FileLoaderMock (line 82) | public FileLoaderMock(IOptions contextOptions, ILogger contextOptions, method GetModel (line 90) | public override ITransformer GetModel() method LoadModelAsync (line 95) | internal override Task LoadModelAsync() method MatchEtagAsync (line 100) | internal override Task MatchEtagAsync(Uri uri, string eTag) FILE: test/Microsoft.ML.AutoML.Tests/AutoFeaturizerTests.cs class AutoFeaturizerTests (line 19) | public class AutoFeaturizerTests : BaseTestClass method AutoFeaturizerTests (line 23) | public AutoFeaturizerTests(ITestOutputHelper output) method AutoFeaturizer_uci_adult_test (line 41) | [Fact] method AutoFeaturizer_iris_test (line 53) | [Fact] method AutoFeaturizer_newspaperchurn_test (line 65) | [Fact] method AutoFeaturizer_creditapproval_test (line 77) | [Fact] method ImagePathFeaturizerTest (line 89) | [Fact] method AutoFeaturizer_image_test (line 101) | [Fact] FILE: test/Microsoft.ML.AutoML.Tests/AutoFitTests.cs class AutoFitTests (line 24) | public class AutoFitTests : BaseTestClass method AutoFitTests (line 29) | public AutoFitTests(ITestOutputHelper output) : base(output) method MlContextLog (line 33) | private void MlContextLog(object sender, LoggingEventArgs e) method AutoFit_UCI_Adult_Test (line 41) | [Fact] method AutoFit_UCI_Adult_AutoZero_Test (line 67) | [Fact] method AutoFit_UCI_Adult_Train_Test_Split_Test (line 94) | [Fact] method AutoFit_UCI_Adult_CrossValidation_10_Test (line 121) | [X64Fact("Only x64 is supported.")] method AutoFit_Taxi_Fare_Train_Test_Split_Test (line 149) | [X64Fact("Only x64 is supported.")] method AutoFit_Taxi_Fare_CrossValidation_10_Test (line 180) | [Fact] method AutoFit_Taxi_Fare_Test (line 210) | [Fact] method AutoFitMultiTest (line 254) | [Theory] method AutoFitMultiClassification_Image_TrainTest (line 329) | [OnnxFact(Skip = "save space on ci runs")] method AutoFitMultiClassification_Image_CV (line 356) | [OnnxFact(Skip = "save space on ci runs")] method AutoFitMultiClassification_Image (line 379) | [OnnxFact(Skip = "save space on ci runs")] method AutoFitRankingTest (line 407) | [LightGBMFact] method AutoFitRankingCVTest (line 469) | [LightGBMFact] method AutoFitRecommendationTest (line 512) | [Fact] method AutoFitWithPresplittedData (line 577) | [LightGBMFact] method AutoFitMaxExperimentTimeTest (line 640) | [LightGBMFact] method GetLoaderArgs (line 691) | private TextLoader.Options GetLoaderArgs(string labelColumnName, strin... method GetLoaderArgsRank (line 706) | private TextLoader.Options GetLoaderArgsRank(string labelColumnName, s... FILE: test/Microsoft.ML.AutoML.Tests/AutoMLExperimentTests.cs class AutoMLExperimentTests (line 26) | public class AutoMLExperimentTests : BaseTestClass method AutoMLExperimentTests (line 28) | public AutoMLExperimentTests(ITestOutputHelper output) : base(output) method AutoMLExperiment_throw_timeout_exception_when_ct_is_canceled_and_no_trial_completed_Async (line 32) | [Fact] method AutoMLExperiment_cancel_trial_when_exceeds_memory_limit_Async (line 62) | [Fact] method AutoMLExperiment_lgbm_cancel_trial_when_exceeds_memory_limit_Async (line 91) | [LightGBMFact] method AutoMLExperiment_return_current_best_trial_when_ct_is_canceled_with_trial_completed_Async (line 118) | [Fact] method AutoMLExperiment_finish_training_when_time_is_up_Async (line 151) | [Fact] method AutoMLExperiment_finish_training_when_reach_to_max_model_async (line 182) | [Fact] method AutoMLExperiment_UCI_Adult_Train_Test_Split_Test (line 209) | [Fact] method AutoMLExperiment_UCI_Adult_Fairlearn_Test (line 234) | [Fact(Skip = "skip in CI build")] method AutoMLExperiment_UCI_Adult_CV_5_Test (line 259) | [Fact] method AutoMLExperiment_Iris_CV_5_Test (line 284) | [Fact] method AutoMLExperiment_Iris_Train_Test_Split_Test (line 311) | [Fact] method AutoMLExperiment_Taxi_Fare_Train_Test_Split_Test (line 338) | [Fact] method AutoMLExperiment_Taxi_Fare_CV_5_Test (line 376) | [Fact] method AutoMLExperiment_Taxi_Fare_CV_5_SamplingKey_Test (line 395) | [Fact] method AutoMLExperiment_should_use_seed_from_context_if_provided (line 415) | [Fact] class DummyTrialRunner (line 430) | class DummyTrialRunner : ITrialRunner method DummyTrialRunner (line 435) | public DummyTrialRunner(AutoMLExperiment.AutoMLExperimentSettings auto... method Dispose (line 441) | public void Dispose() method RunAsync (line 445) | public async Task RunAsync(TrialSettings settings, Cancel... class DummyPeformanceMonitor (line 463) | class DummyPeformanceMonitor : IPerformanceMonitor method DummyPeformanceMonitor (line 468) | public DummyPeformanceMonitor() method Dispose (line 475) | public void Dispose() method GetPeakCpuUsage (line 479) | public double? GetPeakCpuUsage() method GetPeakMemoryUsageInMegaByte (line 484) | public double? GetPeakMemoryUsageInMegaByte() method OnPerformanceMetricsUpdatedHandler (line 489) | public void OnPerformanceMetricsUpdatedHandler(TrialSettings trialSett... method Start (line 493) | public void Start() method Pause (line 508) | public void Pause() method Stop (line 513) | public void Stop() FILE: test/Microsoft.ML.AutoML.Tests/BestResultUtilTests.cs class BestResultUtilTests (line 14) | public class BestResultUtilTests : BaseTestClass method BestResultUtilTests (line 16) | public BestResultUtilTests(ITestOutputHelper output) : base(output) method FindBestResultWithSomeNullMetrics (line 20) | [Fact] method FindBestResultWithAllNullMetrics (line 40) | [Fact] method GetIndexOfBestScoreMaximizingUtil (line 53) | [Fact] method GetIndexOfBestScoreMinimizingUtil (line 61) | [Fact] FILE: test/Microsoft.ML.AutoML.Tests/ColumnInferenceTests.cs class ColumnInferenceTests (line 22) | public class ColumnInferenceTests : BaseTestClass method ColumnInferenceTests (line 24) | public ColumnInferenceTests(ITestOutputHelper output) : base(output) method UnGroupReturnsMoreColumnsThanGroup (line 28) | [Fact] method IncorrectLabelColumnThrows (line 43) | [Fact] method LabelIndexOutOfBoundsThrows (line 51) | [Fact] method IdentifyLabelColumnThroughIndexWithHeader (line 57) | [Fact] method IdentifyLabelColumnThroughIndexWithoutHeader (line 67) | [Fact] method DatasetWithEmptyColumn (line 78) | [Fact] method DatasetWithBoolColumn (line 86) | [Fact] method InferDatasetWithoutHeader (line 104) | [Fact] method WhereNameColumnIsOnlyFeature (line 133) | [Fact] method DefaultColumnNamesInferredCorrectly (line 149) | [Fact] method DefaultColumnNamesNoGrouping (line 170) | [Fact] method InferColumnsColumnInfoParam (line 186) | [Fact] method TrySplitColumns_should_split_on_dataset_with_newline_between_double_quotes (line 200) | [Fact] method InferColumnsFromMultilineInputFile (line 213) | [Fact] method Wiki_column_inference_result_should_be_serializable (line 234) | [Fact] FILE: test/Microsoft.ML.AutoML.Tests/ColumnInferenceValidationUtilTests.cs class ColumnInferenceValidationUtilTests (line 14) | public class ColumnInferenceValidationUtilTests : BaseTestClass method ColumnInferenceValidationUtilTests (line 16) | public ColumnInferenceValidationUtilTests(ITestOutputHelper output) : ... method ValidateColumnNotContainedInData (line 20) | [Fact] FILE: test/Microsoft.ML.AutoML.Tests/ColumnInformationUtilTests.cs class ColumnInformationUtilTests (line 13) | public class ColumnInformationUtilTests : BaseTestClass method ColumnInformationUtilTests (line 15) | public ColumnInformationUtilTests(ITestOutputHelper output) : base(out... method GetColumnPurpose (line 19) | [Fact] method GetColumnNamesTest (line 50) | [Fact] FILE: test/Microsoft.ML.AutoML.Tests/ConversionTests.cs class ConversionTests (line 14) | public class ConversionTests : BaseTestClass method ConversionTests (line 18) | public ConversionTests(ITestOutputHelper output) : base(output) method ConvertFloatMissingValues (line 23) | [Fact] method ConvertFloatParseFailure (line 44) | [Fact] method ConvertBoolMissingValues (line 59) | [Fact] method ConvertBoolParseFailure (line 78) | [Fact] FILE: test/Microsoft.ML.AutoML.Tests/DatasetDimensionsTests.cs class DatasetDimensionsTests (line 13) | public class DatasetDimensionsTests : BaseTestClass method DatasetDimensionsTests (line 15) | public DatasetDimensionsTests(ITestOutputHelper output) : base(output) method TextColumnDimensionsTest (line 21) | [Fact] method FloatColumnDimensionsTest (line 41) | [Fact] method FloatVectorColumnHasNanTest (line 61) | [Fact] FILE: test/Microsoft.ML.AutoML.Tests/DatasetUtil.cs class DatasetUtil (line 18) | internal static class DatasetUtil method GetUciAdultDataset (line 39) | public static string GetUciAdultDataset() => GetDataPath("adult.tiny.w... method GetMlNetGeneratedRegressionDataset (line 41) | public static string GetMlNetGeneratedRegressionDataset() => GetDataPa... method GetIrisDataset (line 43) | public static string GetIrisDataset() => GetDataPath("iris.txt"); method GetMLSRDataset (line 45) | public static string GetMLSRDataset() => GetDataPath("MSLRWeb1K-tiny.t... method GetDataPath (line 47) | public static string GetDataPath(string fileName) method GetUciAdultDataView (line 52) | public static IDataView GetUciAdultDataView() method GetIrisDataView (line 65) | public static IDataView GetIrisDataView() method GetTaxiFareTrainDataView (line 78) | public static IDataView GetTaxiFareTrainDataView() method GetNewspaperChurnDataView (line 91) | public static IDataView GetNewspaperChurnDataView() method GetCreditApprovalDataView (line 105) | public static IDataView GetCreditApprovalDataView() method GetTaxiFareTestDataView (line 114) | public static IDataView GetTaxiFareTestDataView() method GetFlowersDataset (line 127) | public static string GetFlowersDataset() method LoadImagesFromDirectory (line 154) | public static IEnumerable LoadImagesFromDirectory(string fo... method DownloadImageSet (line 185) | public static string DownloadImageSet(string imagesDownloadFolder) method Download (line 196) | private static async Task Download(string url, string destDir, string ... method UnZip (line 221) | private static void UnZip(String gzArchiveName, String destFolder) method GetAbsolutePath (line 235) | public static string GetAbsolutePath(string relativePath) => class ImageData (line 239) | public class ImageData FILE: test/Microsoft.ML.AutoML.Tests/EntityTest.cs class EntityTest (line 16) | public class EntityTest : BaseTestClass method EntityTest (line 18) | public EntityTest(ITestOutputHelper output) method Entity_operator_overload_test (line 23) | [Fact] method Entity_symplify_test (line 36) | [Fact] method Entity_to_terms_test (line 57) | [Fact] method Entity_to_value_test (line 84) | [Fact] method Entity_create_from_expression (line 111) | [Fact] FILE: test/Microsoft.ML.AutoML.Tests/EstimatorExtensionTests.cs class EstimatorExtensionTests (line 15) | public class EstimatorExtensionTests : BaseTestClass method EstimatorExtensionTests (line 17) | public EstimatorExtensionTests(ITestOutputHelper output) : base(output) method EstimatorExtensionInstanceTests (line 21) | [Fact] method EstimatorExtensionStaticTests (line 41) | [Fact] FILE: test/Microsoft.ML.AutoML.Tests/GetNextPipelineTests.cs class GetNextPipelineTests (line 17) | public class GetNextPipelineTests : BaseTestClass method GetNextPipelineTests (line 19) | public GetNextPipelineTests(ITestOutputHelper output) : base(output) method GetNextPipeline (line 23) | [Fact] method GetNextPipelineMock (line 48) | [Fact] FILE: test/Microsoft.ML.AutoML.Tests/GridSearchTunerTests.cs class GridSearchTunerTests (line 17) | public class GridSearchTunerTests : BaseTestClass method GridSearchTunerTests (line 19) | public GridSearchTunerTests(ITestOutputHelper output) method GridSearchTuner_should_search_entire_naive_search_space (line 24) | [Fact] class NaiveSearchSpace (line 58) | private class NaiveSearchSpace FILE: test/Microsoft.ML.AutoML.Tests/InferredPipelineTests.cs class InferredPipelineTests (line 13) | public class InferredPipelineTests : BaseTestClass method InferredPipelineTests (line 15) | public InferredPipelineTests(ITestOutputHelper output) : base(output) method InferredPipelinesHashTest (line 19) | [Fact] FILE: test/Microsoft.ML.AutoML.Tests/MLContextManagerTests.cs class MLContextManagerTests (line 19) | public class MLContextManagerTests : BaseTestClass method MLContextManagerTests (line 21) | public MLContextManagerTests(ITestOutputHelper output) : base(output) method DefaultMLContextManager_should_create_child_context_base_on_main_context (line 25) | [Fact] method DefaultMLContextManager_main_context_should_replay_log_from_child_context (line 43) | [Fact] FILE: test/Microsoft.ML.AutoML.Tests/MetricsAgentsTests.cs class MetricsAgentsTests (line 13) | public class MetricsAgentsTests : BaseTestClass method MetricsAgentsTests (line 15) | public MetricsAgentsTests(ITestOutputHelper output) : base(output) method BinaryMetricsGetScoreTest (line 19) | [Fact] method BinaryMetricsNonPerfectTest (line 33) | [Fact] method BinaryMetricsPerfectTest (line 47) | [Fact] method MulticlassMetricsGetScoreTest (line 61) | [Fact] method MulticlassMetricsNonPerfectTest (line 72) | [Fact] method MulticlassMetricsPerfectTest (line 83) | [Fact] method RegressionMetricsGetScoreTest (line 94) | [Fact] method RegressionMetricsNonPerfectTest (line 104) | [Fact] method RegressionMetricsPerfectTest (line 114) | [Fact] method RankingMetricsGetScoreTest (line 124) | [Fact] method RankingMetricsNonPerfectTest (line 140) | [Fact] method RankingMetricsPerfectTest (line 150) | [Fact] method ThrowNotSupportedMetricException (line 160) | [Fact] method GetScore (line 167) | private static double GetScore(BinaryClassificationMetrics metrics, Bi... method GetScore (line 172) | private static double GetScore(MulticlassClassificationMetrics metrics... method GetScore (line 177) | private static double GetScore(RegressionMetrics metrics, RegressionMe... method GetScore (line 182) | private static double GetScore(RankingMetrics metrics, RankingMetric m... method IsPerfectModel (line 187) | private static bool IsPerfectModel(BinaryClassificationMetrics metrics... method IsPerfectModel (line 193) | private static bool IsPerfectModel(MulticlassClassificationMetrics met... method IsPerfectModel (line 199) | private static bool IsPerfectModel(RegressionMetrics metrics, Regressi... method IsPerfectModel (line 205) | private static bool IsPerfectModel(RankingMetrics metrics, RankingMetr... method IsPerfectModel (line 211) | private static bool IsPerfectModel(IMetricsAgent m... FILE: test/Microsoft.ML.AutoML.Tests/MetricsUtil.cs class MetricsUtil (line 10) | internal static class MetricsUtil method CreateBinaryClassificationMetrics (line 12) | public static BinaryClassificationMetrics CreateBinaryClassificationMe... method CreateMulticlassClassificationMetrics (line 22) | public static MulticlassClassificationMetrics CreateMulticlassClassifi... method CreateRegressionMetrics (line 32) | public static RegressionMetrics CreateRegressionMetrics(double l1, method CreateRankingMetrics (line 39) | public static RankingMetrics CreateRankingMetrics(double[] dcg, method CreateInstance (line 45) | private static T CreateInstance(params object[] args) FILE: test/Microsoft.ML.AutoML.Tests/PurposeInferenceTests.cs class PurposeInferenceTests (line 13) | public class PurposeInferenceTests : BaseTestClass method PurposeInferenceTests (line 15) | public PurposeInferenceTests(ITestOutputHelper output) : base(output) method PurposeInferenceHiddenColumnsTest (line 19) | [Fact] FILE: test/Microsoft.ML.AutoML.Tests/SplitUtilTests.cs class SplitUtilTests (line 15) | public class SplitUtilTests : BaseTestClass method SplitUtilTests (line 17) | public SplitUtilTests(ITestOutputHelper output) : base(output) method CrossValSplitThrowsWhenNotEnoughData (line 26) | [Fact] method CrossValSplitSmallDataView (line 42) | [Fact] method CrossValSplitLargeDataView (line 61) | [Fact] FILE: test/Microsoft.ML.AutoML.Tests/StopTrainingManagerTests.cs class StopTrainingManagerTests (line 18) | public class StopTrainingManagerTests : BaseTestClass method StopTrainingManagerTests (line 20) | public StopTrainingManagerTests(ITestOutputHelper output) method CancellationTokenStopTrainingManager_isStopTrainingRequested_test (line 25) | [Fact] method TimeoutTrainingStopManager_isStopTrainingRequested_test (line 45) | [Fact] method AggregateTrainingStopManager_isStopTrainingRequested_test (line 69) | [Fact] FILE: test/Microsoft.ML.AutoML.Tests/SuggestedPipelineBuilderTests.cs class SuggestedPipelineBuilderTests (line 13) | public class SuggestedPipelineBuilderTests : BaseTestClass method SuggestedPipelineBuilderTests (line 17) | public SuggestedPipelineBuilderTests(ITestOutputHelper output) : base(... method TrainerWantsCaching (line 21) | [Fact] method TrainerDoesntWantCaching (line 29) | [Fact] method TrainerNeedsNormalization (line 37) | [Fact] method TrainerNotNeedNormalization (line 45) | [Fact] method TestPipelineBuilderCaching (line 52) | private static void TestPipelineBuilderCaching( method BuildAveragedPerceptronTrainer (line 66) | private static SuggestedTrainer BuildAveragedPerceptronTrainer() method BuildLightGbmTrainer (line 73) | private static SuggestedTrainer BuildLightGbmTrainer() method BuildSuggestedPipeline (line 80) | private static SuggestedPipeline BuildSuggestedPipeline(SuggestedTrain... FILE: test/Microsoft.ML.AutoML.Tests/SweepableEstimatorPipelineTest.cs class SweepableEstimatorPipelineTest (line 22) | public class SweepableEstimatorPipelineTest : BaseTestClass method SweepableEstimatorPipelineTest (line 26) | public SweepableEstimatorPipelineTest(ITestOutputHelper output) method SweepableEstimatorPipeline_append_test (line 44) | [Fact] method MultiModelPipeline_append_test (line 56) | [Fact] method MultiModelPipeline_append_pipeline_test (line 72) | [Fact] method SweepableEstimatorPipeline_search_space_test (line 92) | [Fact] method SweepableEstimatorPipeline_can_be_created_from_MultiModelPipeline (line 102) | [Fact] method SweepableEstimatorPipeline_search_space_init_value_test (line 115) | [Fact] method CreateSweepbaleEstimatorPipeline (line 125) | private SweepableEstimatorPipeline CreateSweepbaleEstimatorPipeline() method CreateMultiModelPipeline (line 137) | private MultiModelPipeline CreateMultiModelPipeline() FILE: test/Microsoft.ML.AutoML.Tests/SweepableExtensionTest.cs class SweepableExtensionTest (line 22) | public class SweepableExtensionTest : BaseTestClass method SweepableExtensionTest (line 26) | public SweepableExtensionTest(ITestOutputHelper output) method CreateSweepablePipelineFromIEstimatorTest (line 46) | [Fact] method CreateSweepablePipelineFromSweepableEstimatorTest (line 56) | [Fact] method CreateSweepablePipelineFromSweepableEstimatorAndIEstimatorTest (line 65) | [Fact] method CreateSweepablePipelineFromIEstimatorAndBinaryClassifiers (line 75) | [Fact] method CreateSweepablePipelineFromIEstimatorAndMultiClassifiers (line 88) | [Fact] method CreateSweepablePipelineFromIEstimatorAndRegressors (line 101) | [Fact] method CreateSweepablePipelineFromSweepableEstimatorAndMultiClassifiers (line 114) | [Fact] method CreateSweepablePipelineFromSweepablePipelineAndMultiClassifiers (line 127) | [Fact] method CreateSweepablePipelineFromSweepablePipelineAndSweepableEstimatorArray (line 141) | [Fact] method CreateSweepablePipelineFromSweepableEstimatorAndSweepableEstimatorArray (line 155) | [Fact] method CreateSweepablePipelineFromIEstimatorAndSweepableEstimatorArray (line 168) | [Fact] method AppendIEstimatorToSweepabePipelineTest (line 181) | [Fact] FILE: test/Microsoft.ML.AutoML.Tests/SweepablePipelineTests.cs class SweepablePipelineTests (line 20) | public class SweepablePipelineTests : BaseTestClass method SweepablePipelineTests (line 24) | public SweepablePipelineTests(ITestOutputHelper output) : base(output) method SweepablePipeline_Append_SweepableEstimator_Test (line 41) | [Fact] FILE: test/Microsoft.ML.AutoML.Tests/SweeperTests.cs class SweeperTests (line 15) | public class SweeperTests : BaseTestClass method SweeperTests (line 17) | public SweeperTests(ITestOutputHelper output) : base(output) method SmacQuickRunTest (line 21) | [Fact] method Smac4ParamsConvergenceTest (line 86) | [Fact(Skip = "This test is too slow to run as part of automation.")] method Smac2ParamsConvergenceTest (line 139) | [Fact(Skip = "This test is too slow to run as part of automation.")] method TestLongParameterValue (line 177) | [Fact] method TestFloatParameterValue (line 200) | [Fact] method TestStringParameterValue (line 223) | [Fact] method TestParameterSetEquality (line 246) | [Fact] FILE: test/Microsoft.ML.AutoML.Tests/TextFileSampleTests.cs class TextFileSampleTests (line 14) | public class TextFileSampleTests : BaseTestClass method TextFileSampleTests (line 16) | public TextFileSampleTests(ITestOutputHelper output) : base(output) method CanParseLargeRandomStream (line 20) | [Fact] FILE: test/Microsoft.ML.AutoML.Tests/TrainValidaionDatasetManagerTest.cs class TrainValidaionDatasetManagerTest (line 19) | public class TrainValidaionDatasetManagerTest : BaseTestClass method TrainValidaionDatasetManagerTest (line 21) | public TrainValidaionDatasetManagerTest(ITestOutputHelper output) : ba... method TrainValidationDatasetManagerSubSamplingTest (line 25) | [Fact] FILE: test/Microsoft.ML.AutoML.Tests/TrainerExtensionsTests.cs class TrainerExtensionsTests (line 16) | public class TrainerExtensionsTests : BaseTestClass method TrainerExtensionsTests (line 18) | public TrainerExtensionsTests(ITestOutputHelper output) : base(output) method TrainerExtensionInstanceTests (line 22) | [Fact] method TrainerExtensionTensorFlowInstanceTests (line 51) | [TensorFlowFact] method BuildMatrixFactorizationPipelineNode (line 63) | [Fact] method BuildLightGbmPipelineNode (line 99) | [Fact] method BuildSdcaPipelineNode (line 144) | [Fact] method BuildLightGbmPipelineNodeDefaultParams (line 176) | [Fact] method BuildPipelineNodeWithCustomColumns (line 198) | [Fact] method BuildDefaultAveragedPerceptronPipelineNode (line 233) | [Fact] method BuildOvaPipelineNode (line 254) | [Fact] method BuildFastTreeRankingPipelineNode (line 283) | [Fact] method BuildParameterSetLightGbm (line 309) | [Fact] method BuildParameterSetSdca (line 340) | [Fact] method PublicToPrivateTrainerNamesBinaryTest (line 354) | [Fact] method PublicToPrivateTrainerNamesMultiTest (line 362) | [Fact] method PublicToPrivateTrainerNamesRegressionTest (line 370) | [Fact] method PublicToPrivateTrainerNamesRecommendationTest (line 378) | [Fact] method PublicToPrivateTrainerNamesRankingTest (line 386) | [Fact] method PublicToPrivateTrainerNamesNullTest (line 394) | [Fact] method AllowedTrainersAllowListNullTest (line 401) | [Fact] method AllowedTrainersAllowListTest (line 408) | [Fact] FILE: test/Microsoft.ML.AutoML.Tests/TransformInferenceTests.cs class TransformInferenceTests (line 15) | public class TransformInferenceTests : BaseTestClass method TransformInferenceTests (line 17) | public TransformInferenceTests(ITestOutputHelper output) : base(output) method TransformInferenceNumAndCatCols (line 21) | [Fact] method TransformInferenceNumCatAndFeatCols (line 76) | [Fact] method TransformInferenceCatAndFeatCols (line 133) | [Fact] method TransformInferenceNumericCol (line 180) | [Fact] method TransformInferenceNumericCols (line 202) | [Fact] method TransformInferenceFeatColScalar (line 225) | [Fact] method TransformInferenceFeatColVector (line 246) | [Fact] method NumericAndFeatCol (line 255) | [Fact] method NumericScalarCol (line 278) | [Fact] method NumericVectorCol (line 299) | [Fact] method TransformInferenceTextCol (line 320) | [Fact] method TransformInferenceTextAndFeatCol (line 352) | [Fact] method TransformInferenceBoolCol (line 387) | [Fact] method TransformInferenceBoolAndNumCols (line 419) | [Fact] method TransformInferenceBoolAndFeatCol (line 453) | [Fact] method TransformInferenceNumericMissingCol (line 487) | [Fact] method TransformInferenceNumericMissingCols (line 544) | [Fact] method TransformInferenceIgnoreCol (line 610) | [Fact] method TransformInferenceDefaultLabelCol (line 632) | [Fact] method TransformInferenceCustomLabelCol (line 642) | [Fact] method TransformInferenceCustomTextForRecommendation (line 652) | [Theory] method TransformInferenceCustomTextLabelColMulticlass (line 679) | [Fact] method TransformInferenceMissingNameCollision (line 701) | [Fact] method TransformInferenceTestCore (line 760) | private static void TransformInferenceTestCore( method TestApplyTransformsToRealDataView (line 771) | private static void TestApplyTransformsToRealDataView(IEnumerable(TaskKind ... method ValidateTrainDataColumnTestMultipleMismatchLessThan5 (line 396) | [Fact] method ValidateTrainDataColumnTestMultipleMismatchMoreThan5 (line 411) | [Fact] FILE: test/Microsoft.ML.AutoML.Tests/Util.cs class Util (line 15) | internal static class Util method AssertObjectMatchesJson (line 17) | public static void AssertObjectMatchesJson(string expectedJson, T obj) method GetKeyValueGetter (line 24) | public static ValueGetter>> GetKeyValueGe... FILE: test/Microsoft.ML.AutoML.Tests/Utils/DoubleToDecimalConverter.cs class DoubleToDecimalConverter (line 11) | internal class DoubleToDecimalConverter : JsonConverter method Read (line 13) | public override double Read(ref Utf8JsonReader reader, Type type, Json... method Write (line 18) | public override void Write(Utf8JsonWriter writer, double value, JsonSe... FILE: test/Microsoft.ML.AutoML.Tests/Utils/FloatToDecimalConverter.cs class FloatToDecimalConverter (line 11) | internal class FloatToDecimalConverter : JsonConverter method Read (line 13) | public override float Read(ref Utf8JsonReader reader, Type type, JsonS... method Write (line 18) | public override void Write(Utf8JsonWriter writer, float value, JsonSer... FILE: test/Microsoft.ML.AutoML.Tests/Utils/MLNetUtils/DataViewTestFixture.cs class DataViewTestFixture (line 11) | static class DataViewTestFixture method BuildDummyDataView (line 13) | public static IDataView BuildDummyDataView(IEnumerable AutoFit( type ScoreResult (line 123) | internal struct ScoreResult method Score (line 130) | internal ScoreResult Score( FILE: test/Microsoft.ML.AutoML.Tests/Utils/TaskAgnosticIterationResult.cs class TaskAgnosticIterationResult (line 12) | internal class TaskAgnosticIterationResult method TaskAgnosticIterationResult (line 28) | private TaskAgnosticIterationResult(RunDetail baseRunDetail, object va... method TaskAgnosticIterationResult (line 50) | public TaskAgnosticIterationResult(RunDetail runDet... method TaskAgnosticIterationResult (line 61) | public TaskAgnosticIterationResult(RunDetail MetricValuesToDictionary(T... FILE: test/Microsoft.ML.Benchmarks.Tests/BenchmarksTest.cs class TestConfig (line 21) | public class TestConfig : RecommendedConfig method GetJobDefinition (line 23) | protected override Job GetJobDefinition() => Job.Dry; class BenchmarksTest (line 26) | public class BenchmarksTest : BaseTestClass method BenchmarksTest (line 28) | public BenchmarksTest(ITestOutputHelper output) : base(output) method GetBenchmarks (line 35) | public static TheoryData GetBenchmarks() method BenchmarksProjectIsNotBroken (line 51) | [BenchmarkTheory] class OutputLogger (line 77) | public class OutputLogger : AccumulationLogger method OutputLogger (line 82) | public OutputLogger(ITestOutputHelper testOutputHelper) method Write (line 87) | public override void Write(LogKind logKind, string text) method WriteLine (line 93) | public override void WriteLine() method WriteLine (line 100) | public override void WriteLine(LogKind logKind, string text) FILE: test/Microsoft.ML.CodeAnalyzer.Tests/Code/BaseTestClassTest.cs class BaseTestClassTest (line 15) | public class BaseTestClassTest method TestClassWithFact (line 20) | [Fact] method TestClassWithTheory (line 39) | [Fact] method TestDirectlyExtendsBaseTestClass (line 58) | [Fact] method TestIndirectlyExtendsBaseTestClass (line 82) | [Fact] FILE: test/Microsoft.ML.CodeAnalyzer.Tests/Code/BestFriendOnPublicDeclarationTest.cs class BestFriendOnPublicDeclarationTest (line 16) | public sealed class BestFriendOnPublicDeclarationTest method BestFriendOnPublicDeclaration (line 21) | [Fact] FILE: test/Microsoft.ML.CodeAnalyzer.Tests/Code/BestFriendTest.cs class BestFriendTest (line 18) | public sealed class BestFriendTest method BestFriend (line 30) | [Fact] FILE: test/Microsoft.ML.CodeAnalyzer.Tests/Code/ContractsCheckTest.cs class ContractsCheckTest (line 18) | public sealed class ContractsCheckTest method ContractsCheck (line 24) | [Fact] method ContractsCheckDecoy (line 64) | [Fact] method ContractsCheckFix (line 97) | [Fact] FILE: test/Microsoft.ML.CodeAnalyzer.Tests/Code/InstanceInitializerTest.cs class InstanceInitializerTest (line 15) | public sealed class InstanceInitializerTest method InstanceInitializer (line 17) | [Fact(Skip = "The analyzer behind this test will be removed in a futur... FILE: test/Microsoft.ML.CodeAnalyzer.Tests/Code/NameTest.cs class NameTest (line 15) | public sealed class NameTest method PrivateFieldName (line 17) | [Fact] method MoreNameTests (line 57) | [Fact] method ExternName (line 132) | [Fact] FILE: test/Microsoft.ML.CodeAnalyzer.Tests/Code/ParameterVariableNameTest.cs class ParameterVariableNameTest (line 15) | public sealed class ParameterVariableNameTest method ParameterVariableName (line 17) | [Fact] FILE: test/Microsoft.ML.CodeAnalyzer.Tests/Code/RelaxTestNamingTest.cs class RelaxTestNamingTest (line 20) | public class RelaxTestNamingTest method WithoutSuppressedDiagnosticsTransform (line 22) | private static Solution WithoutSuppressedDiagnosticsTransform(Solution... method TestClassWithFact (line 28) | [Fact(Skip = "https://github.com/dotnet/roslyn/issues/41584")] method TestClassWithTheory (line 56) | [Fact(Skip = "https://github.com/dotnet/roslyn/issues/41584")] method TestAlreadyHasAsyncSuffix (line 83) | [Fact] class WarnForMissingAsyncSuffix (line 103) | [DiagnosticAnalyzer(LanguageNames.CSharp)] method Initialize (line 111) | public override void Initialize(AnalysisContext context) method AnalyzeSymbol (line 119) | private void AnalyzeSymbol(SymbolAnalysisContext context) class TestWithSuppressor (line 137) | internal class TestWithSuppressor : VerifyCS.Test method GetDiagnosticAnalyzers (line 139) | protected override IEnumerable GetDiagnosticAnal... FILE: test/Microsoft.ML.CodeAnalyzer.Tests/Code/SingleVariableDeclarationTest.cs class SingleVariableDeclarationTest (line 15) | public sealed class SingleVariableDeclarationTest method SingleVariableDeclaration (line 17) | [Fact] FILE: test/Microsoft.ML.CodeAnalyzer.Tests/Code/TypeParamNameTest.cs class TypeParamNameTest (line 15) | public sealed class TypeParamNameTest method TypeParamName (line 17) | [Fact] FILE: test/Microsoft.ML.CodeAnalyzer.Tests/Helpers/AdditionalMetadataReferences.cs class AdditionalMetadataReferences (line 15) | internal static class AdditionalMetadataReferences method RefFromType (line 29) | internal static MetadataReference RefFromType() FILE: test/Microsoft.ML.CodeAnalyzer.Tests/Helpers/CSharpCodeFixVerifier`2.cs class CSharpCodeFixVerifier (line 16) | internal static class CSharpCodeFixVerifier method Diagnostic (line 20) | public static DiagnosticResult Diagnostic() method Diagnostic (line 24) | public static DiagnosticResult Diagnostic(string diagnosticId) method Diagnostic (line 27) | public static DiagnosticResult Diagnostic(DiagnosticDescriptor descrip... method VerifyAnalyzerAsync (line 31) | public static async Task VerifyAnalyzerAsync(string source, params Dia... method VerifyCodeFixAsync (line 42) | public static Task VerifyCodeFixAsync(string source, string fixedSource) method VerifyCodeFixAsync (line 45) | public static Task VerifyCodeFixAsync(string source, DiagnosticResult ... method VerifyCodeFixAsync (line 48) | public static async Task VerifyCodeFixAsync(string source, DiagnosticR... class Test (line 61) | internal class Test : CSharpCodeFixTest LazySource(string resourceName) FILE: test/Microsoft.ML.CodeAnalyzer.Tests/Resources/BestFriendDeclaration.cs class A (line 9) | internal class A // Should fail. class B (line 15) | [BestFriend] method B (line 23) | public B() { } class C (line 26) | public class C : IA method C (line 32) | [BestFriend] method C (line 34) | internal C(float a) { } class D (line 37) | public class D : IB method D (line 39) | [BestFriend] method D (line 41) | private protected D(float a) { } type IA (line 44) | internal interface IA { } type IB (line 45) | [BestFriend] FILE: test/Microsoft.ML.CodeAnalyzer.Tests/Resources/BestFriendOnPublicDeclaration.cs class PublicClass (line 8) | [BestFriend] method PublicMethod (line 20) | [BestFriend] method PublicClass (line 29) | [BestFriend] type PublicStruct (line 35) | [BestFriend] type PublicEnum (line 40) | [BestFriend] type PublicInterface (line 47) | [BestFriend] class InternalClass (line 54) | [BestFriend] method InternalMethod (line 66) | [BestFriend] method InternalClass (line 75) | [BestFriend] type InternalStruct (line 81) | [BestFriend] type InternalEnum (line 86) | [BestFriend] type InternalInterface (line 93) | [BestFriend] class InternalClassWithPublicMember (line 100) | internal class InternalClassWithPublicMember method PublicMethod (line 102) | [BestFriend] FILE: test/Microsoft.ML.CodeAnalyzer.Tests/Resources/BestFriendUser.cs class YoureMyBestFriend (line 6) | class YoureMyBestFriend method Foo (line 8) | public void Foo() class CDescend (line 29) | public class CDescend : C method CDescend (line 31) | public CDescend(int a) : base(a) { } method CDescend (line 32) | public CDescend(float a) : base(a) { } class DDescend (line 35) | public class DDescend : D method DDescend (line 37) | public DDescend(int a) : base(a) { } method DDescend (line 38) | public DDescend(float a) : base(a) { } FILE: test/Microsoft.ML.CodeAnalyzer.Tests/Resources/ContractsCheckAfterFix.cs class Foo (line 7) | public class Foo method Foo (line 9) | public Foo(int yuck) { if (false) Contracts.ExceptParam(nameof(yuck)); } method Bar (line 10) | public static void Bar(float tom, Arguments args) class A (line 28) | public static class A { public static class B { public const int Foo = 5... class B (line 28) | public static class B { public const int Foo = 5; public const string ... class X (line 29) | public static class X { public static class Y { public static class Z { ... class Y (line 29) | public static class Y { public static class Z { } } class Z (line 29) | public static class Z { } class Arguments (line 30) | public sealed class Arguments FILE: test/Microsoft.ML.CodeAnalyzer.Tests/Resources/ContractsCheckBeforeFix.cs class Foo (line 7) | public class Foo method Foo (line 9) | public Foo(int yuck) { if (false) Contracts.ExceptParam("yuck"); } method Bar (line 10) | public static void Bar(float tom, Arguments args) class A (line 28) | public static class A { public static class B { public const int Foo = 5... class B (line 28) | public static class B { public const int Foo = 5; public const string ... class X (line 29) | public static class X { public static class Y { public static class Z { ... class Y (line 29) | public static class Y { public static class Z { } } class Z (line 29) | public static class Z { } class Arguments (line 30) | public sealed class Arguments FILE: test/Microsoft.ML.CodeAnalyzer.Tests/Resources/ContractsCheckResource.cs class TypeName (line 13) | public sealed class TypeName method TypeName (line 15) | public TypeName(IHostEnvironment env, float p, int foo) method Loader (line 48) | private void Loader(ModelLoadContext ctx) method CreateException (line 53) | private Exception CreateException() => Contracts.Except(); class Messages (line 56) | public static class Messages type MessageSensitivity (line 65) | [Flags] type IHostEnvironment (line 73) | internal interface IHostEnvironment : IExceptionContext class ModelLoadContext (line 80) | public sealed class ModelLoadContext { } FILE: test/Microsoft.ML.CodeGenerator.Tests/ApprovalTests/ConsoleCodeGeneratorTests.cs class ConsoleCodeGeneratorTests (line 30) | [UseReporter(typeof(DiffReporter))] method ConsoleCodeGeneratorTests (line 40) | public ConsoleCodeGeneratorTests(ITestOutputHelper output) : base(output) method ConsoleAppModelBuilderCSFileContentOvaTest (line 48) | [Fact] method ConsoleAppModelBuilderCSFileContentBinaryTest (line 63) | [Fact] method ConsoleAppModelBuilderCSFileContentRegressionTest (line 78) | [Fact] method ConsoleAppModelBuilderCSFileContentRankingTest (line 93) | [Fact] method ModelProjectFileContentTestOnlyStableProjects (line 108) | [Fact] method ConsumeModelContentTest (line 123) | [Fact] method ObservationCSFileContentTest (line 138) | [Fact] method PredictionCSFileContentTest (line 153) | [Fact] method PredictionProgramCSFileContentTest (line 168) | [Fact] method ConsoleAppProgramCSFileContentTest (line 183) | [Fact] method ConsoleAppProjectFileContentTest (line 199) | [Fact] method AzureImageCodeGeneratorTest (line 214) | [Fact] method AzureObjectDetectionCodeGeneratorTest (line 250) | [Fact] method AzureCodeGeneratorTest (line 290) | [Fact] method ModelInputClassTest (line 325) | [Fact] method TestModelInput (line 339) | private void TestModelInput(Pipeline pipeline, ColumnInferenceResults ... method AzureModelBuilderTest (line 373) | [Fact] method Recommendation_GenerateModelProjectContents_VerifyModelInput (line 426) | [Fact] method Recommendation_GenerateModelProjectContents_VerifyModelOutput (line 437) | [Fact] method Recommendation_GenerateModelProjectContents_VerifyConsumeModel (line 448) | [Fact] method Recommendation_GenerateModelProjectContents_VerifyModelProject (line 459) | [Fact] method Recommendation_GenerateConsoleAppProjectContents_VerifyPredictProgram (line 470) | [Fact] method Recommendation_GenerateConsoleAppProjectContents_VerifyPredictProject (line 481) | [Fact] method Recommendation_GenerateConsoleAppProjectContents_VerifyModelBuilder (line 492) | [Fact] method GenerateModelProjectContentsForRecommendation (line 503) | private (string ModelInputCSFileContent, string ModelOutputCSFileConte... method GenerateConsoleAppProjectContentsForRecommendation (line 517) | private (string ConsoleAppProgramCSFileContent, string ConsoleAppProje... method PrepareForRecommendationTask (line 531) | private CodeGenerator PrepareForRecommendationTask() method GetMockedRecommendationPipelineAndInference (line 540) | private (Pipeline, ColumnInferenceResults) GetMockedRecommendationPipe... method GetMockedBinaryPipelineAndInference (line 596) | private (Pipeline, ColumnInferenceResults) GetMockedBinaryPipelineAndI... method GetMockedRegressionPipelineAndInference (line 633) | private (Pipeline, ColumnInferenceResults) GetMockedRegressionPipeline... method GetMockedAzureObjectDetectionPipelineAndInference (line 670) | private (Pipeline, ColumnInferenceResults) GetMockedAzureObjectDetecti... method GetMockedRankingPipelineAndInference (line 719) | private (Pipeline, ColumnInferenceResults) GetMockedRankingPipelineAnd... method GetMockedAzureImagePipelineAndInference (line 762) | private (Pipeline, ColumnInferenceResults) GetMockedAzureImagePipeline... method GetMockedAzurePipelineAndInference (line 808) | private (Pipeline, ColumnInferenceResults, IDictionary GetIdComparer(DataViewRow r1, DataViewRow r2, out... method GetComparerOne (line 45) | protected Func GetComparerOne(DataViewRow r1, DataViewRow r2,... method EqualWithEps (line 63) | private static bool EqualWithEps(Double x, Double y) method GetComparerVec (line 68) | protected Func GetComparerVec(DataViewRow r1, DataViewRow r2,... method GetColumnComparer (line 83) | protected Func GetColumnComparer(DataViewRow r1, DataViewRow r2,... method CheckSameValues (line 195) | protected bool CheckSameValues(IDataView view1, IDataView view2, bool ... method CheckSameValues (line 244) | protected bool CheckSameValues(DataViewRowCursor curs1, DataViewRowCur... method CheckSameValues (line 324) | protected bool CheckSameValues(DataViewRowCursor curs1, IDataView view... FILE: test/Microsoft.ML.Core.Tests/UnitTests/DataTypes.cs class DataTypesTest (line 14) | public class DataTypesTest : TestDataViewBase method DataTypesTest (line 16) | public DataTypesTest(ITestOutputHelper helper) method R4ToSBtoR4 (line 23) | [Fact] method R8ToSBtoR8 (line 47) | [Fact] method TXToSByte (line 71) | [Fact] method TXToShort (line 111) | [Fact] method TXToInt (line 151) | [Fact] method TXToLong (line 191) | [Fact] method DTToDT (line 231) | [Fact] method GetMapper (line 251) | private static ValueMapper GetMapper(DataViewT... FILE: test/Microsoft.ML.Core.Tests/UnitTests/FileSource.cs class FileSource (line 14) | public sealed class FileSource : BaseTestClass method FileSource (line 16) | public FileSource(ITestOutputHelper output) : base(output) method MultiFileSourceUnitTest (line 20) | [Fact] FILE: test/Microsoft.ML.Core.Tests/UnitTests/ScoreSchemaTest.cs class ScoreSchemaTest (line 12) | public class ScoreSchemaTest : TestDataViewBase method ScoreSchemaTest (line 14) | public ScoreSchemaTest(ITestOutputHelper helper) method GenerateKeyNames (line 19) | private VBuffer> GenerateKeyNames(int keyCount) method SequencePredictorSchemaTest (line 33) | [Fact] method SequencePredictorSchemaWithoutKeyNamesMetadataTest (line 90) | [Fact] FILE: test/Microsoft.ML.Core.Tests/UnitTests/TestContracts.cs class TestContracts (line 13) | public sealed class TestContracts : BaseTestClass method TestContracts (line 15) | public TestContracts(ITestOutputHelper output) : base(output) method Helper (line 19) | private void Helper(IExceptionContext ectx, MessageSensitivity expected) method ExceptionSensitivity (line 48) | [Fact] FILE: test/Microsoft.ML.Core.Tests/UnitTests/TestCustomTypeRegister.cs class TestCustomTypeRegister (line 16) | public class TestCustomTypeRegister : TestDataViewBase method TestCustomTypeRegister (line 18) | public TestCustomTypeRegister(ITestOutputHelper helper) class AlienBody (line 26) | private class AlienBody method AlienBody (line 33) | public AlienBody(int age, float height, float weight, int handCount) class AlienTypeAttributeAttribute (line 45) | private sealed class AlienTypeAttributeAttribute : DataViewTypeAttribute method AlienTypeAttributeAttribute (line 52) | public AlienTypeAttributeAttribute(int raceId) method Register (line 60) | public override void Register() method Equals (line 65) | public override bool Equals(DataViewTypeAttribute other) method GetHashCode (line 72) | public override int GetHashCode() => RaceId.GetHashCode(); class AlienHero (line 83) | private class AlienHero method AlienHero (line 93) | public AlienHero() method AlienHero (line 100) | public AlienHero(string name, class DataViewAlienBodyType (line 114) | private class DataViewAlienBodyType : StructuredDataViewType method DataViewAlienBodyType (line 118) | public DataViewAlienBodyType(int id) : base(typeof(AlienBody)) method Equals (line 123) | public override bool Equals(DataViewType other) method GetHashCode (line 130) | public override int GetHashCode() class SuperAlienHero (line 139) | private class SuperAlienHero method SuperAlienHero (line 146) | public SuperAlienHero() class AlienFusionProcess (line 157) | [CustomMappingFactoryAttribute("LambdaAlienHero")] method MergeBody (line 160) | public static void MergeBody(AlienHero input, SuperAlienHero output) method GetMapping (line 169) | public override Action GetMapping() method RegisterTypeWithAttribute (line 175) | [Theory] method TestCustomTransformBackcompat (line 219) | [Fact] method TestTypeManager (line 242) | [Fact] method GetTypeWithAdditionalDataViewTypeAttributes (line 315) | [Fact] FILE: test/Microsoft.ML.Core.Tests/UnitTests/TestEarlyStoppingCriteria.cs class TestEarlyStoppingCriteria (line 12) | public sealed class TestEarlyStoppingCriteria : BaseTestClass method TestEarlyStoppingCriteria (line 14) | public TestEarlyStoppingCriteria(ITestOutputHelper output) : base(output) method CreateEarlyStoppingCriterion (line 18) | private EarlyStoppingRuleBase CreateEarlyStoppingCriterion(string name... method TolerantEarlyStoppingCriterionTest (line 26) | [Fact] method GLEarlyStoppingCriterionTest (line 51) | [Fact] method LPEarlyStoppingCriterionTest (line 76) | [Fact] method PQEarlyStoppingCriterionTest (line 112) | [Fact] method UPEarlyStoppingCriterionTest (line 148) | [Fact] FILE: test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs class TestEntryPoints (line 36) | public partial class TestEntryPoints : CoreBaseTestClass method TestEntryPoints (line 38) | public TestEntryPoints(ITestOutputHelper output) : base(output) method GetBreastCancerDataView (line 43) | private IDataView GetBreastCancerDataView() method GetBreastCancerDataviewWithTextColumns (line 63) | private IDataView GetBreastCancerDataviewWithTextColumns() method EntryPointTrainTestSplit (line 86) | [Fact] method CountRows (line 100) | private static int CountRows(IDataView dataView) method EntryPointFeatureCombiner (line 112) | [Fact()] method EntryPointScoring (line 131) | [Fact] method EntryPointApplyModel (line 151) | [Fact] method GetBuildPrefix (line 218) | private string GetBuildPrefix() method RegenerateEntryPointCatalog (line 229) | [Fact(Skip = "Execute this test if you want to regenerate the core_man... method EntryPointCatalog (line 257) | [Fact] method EntryPointCatalogCheckDuplicateParams (line 287) | [Fact] method BuildManifests (line 325) | private (IEnumerable epListContents, JObject manifest) BuildMa... method EntryPointInputBuilderOptionals (line 362) | [Fact] method EntryPointInputRangeChecks (line 383) | [Fact] method EntryPointCreateEnsemble (line 414) | [Fact] method EntryPointOptionalParams (line 526) | [Fact] method EscapePath (line 567) | protected static string EscapePath(string path) method EntryPointExecGraphCommand (line 572) | [Fact] method BinaryPermutationFeatureImportance (line 617) | [Fact] method MulticlassPermutationFeatureImportance (line 765) | [Fact] method MulticlassPermutationFeatureImportanceWithKeyToValue (line 909) | [Fact] method RegressionPermutationFeatureImportance (line 1070) | [Fact] method RankingPermutationFeatureImportance (line 1211) | [Fact] method ScoreTransformerChainModel (line 1352) | [Fact] method EntryPointCalibrate (line 1503) | [Fact] method EntryPointPipelineEnsemble (line 1540) | [Fact] method EntryPointPipelineEnsembleText (line 1765) | [Fact] method EntryPointMulticlassPipelineEnsemble (line 1982) | [Fact] method EntryPointPipelineEnsembleGetSummary (line 2125) | [NativeDependencyFact("MklImports")] method CompareVBuffers (line 2264) | private static bool CompareVBuffers(in VBuffer v1, in VBuffer<... method EntryPointParseColumns (line 2280) | [Fact] method RobustScalerNormalizerEntryPoint (line 2331) | [Fact] method EntryPointCountFeatures (line 2381) | [Fact] method EntryPointMutualSelectFeatures (line 2426) | [Fact] method EntryPointTextToKeyToText (line 2472) | [Fact] method RunTrainScoreEvaluate (line 2556) | private void RunTrainScoreEvaluate(string learner, string evaluator, s... method EntryPointEvaluateBinary (line 2642) | [Fact] method EntryPointEvaluateMulticlass (line 2666) | [Fact] method EntryPointEvaluateRegression (line 2690) | [Fact] method EntryPointEvaluateRanking (line 2711) | [Fact] method EntryPointLightGbmBinary (line 2786) | [LightGBMFact] method EntryPointLightGbmMulticlass (line 2793) | [LightGBMFact] method EntryPointSdcaBinary (line 2800) | [Fact] method EntryPointSDCAMulticlass (line 2806) | [Fact] method EntryPointSDCARegression (line 2812) | [Fact] method EntryPointLogisticRegressionMulticlass (line 2818) | [Fact] method EntryPointPcaAnomaly (line 2824) | [Fact] method EntryPointPcaTransform (line 2830) | [Fact] method EntryPointLightLdaTransformer (line 2856) | [Fact] method EntryPointAveragePerceptron (line 2889) | [Fact] method EntryPointOnlineGradientDescent (line 2895) | [Fact] method EntryPointLinearSVM (line 2901) | [Fact] method EntryPointBinaryEnsemble (line 2907) | [Fact] method EntryPointClassificationEnsemble (line 2918) | [Fact] method EntryPointRegressionEnsemble (line 2929) | [Fact] method EntryPointNaiveBayesMulticlass (line 2935) | [Fact] method EntryPointHogwildSGD (line 2941) | [Fact] method EntryPointPoissonRegression (line 2947) | [Fact] method EntryPointBootstrap (line 2953) | [Fact] method EntryPointConvert (line 2967) | [Fact] method EntryPointGroupingOperations (line 3013) | [Fact] method EntryPointNAFilter (line 3030) | [Fact] method EntryPointGcnTransform (line 3055) | [Fact] method EntryPointGenerateNumber (line 3103) | [Fact] method EntryPointRangeFilter (line 3133) | [Fact] method EntryPointSkipTakeFilter (line 3155) | [Fact] method TestEntryPointPipelineRoutine (line 3174) | internal void TestEntryPointPipelineRoutine(string dataFile, string sc... method TestEntryPointRoutine (line 3262) | internal void TestEntryPointRoutine(string dataFile, string trainerNam... method TestInputBuilderBasicArgs (line 3331) | [Fact] method FixWhitespace (line 3380) | private static string FixWhitespace(string json) method TestInputBuilderComponentFactories (line 3388) | [Fact] method EntryPointNormalizeIfNeeded (line 3457) | [Fact] method EntryPointTrainTestMacroNoTransformInput (line 3519) | [Fact] method EntryPointKMeans (line 3627) | [Fact] method EntryPointTrainTestMacro (line 3633) | [Fact] method EntryPointChainedTrainTestMacros (line 3732) | [Fact] method EntryPointChainedCrossValMacros (line 3904) | [Fact] method EntryPointSerialization (line 4096) | [Fact] method EntryPointNodeSchedulingFields (line 4161) | [Fact] method EntryPointLinearPredictorSummary (line 4227) | [NativeDependencyFact("MklImports")] method EntryPointPcaPredictorSummary (line 4301) | [Fact] method EntryPointPrepareLabelConvertPredictedLabel (line 4345) | [Fact] method EntryPointTreeLeafFeaturizer (line 4439) | [Fact] method EntryPointWordEmbeddings (line 4513) | [Fact] method EntryPointSsaChangePoint (line 4557) | [Fact(Skip = "Needs real time series dataset. https://github.com/dotne... method EntryPointIidSpikeDetector (line 4586) | [Fact] method EntryPointSsaSpikeDetector (line 4610) | [Fact(Skip = "Needs real time series dataset. https://github.com/dotne... method EntryPointPercentileThreshold (line 4648) | [Fact] method EntryPointPValue (line 4665) | [Fact] method EntryPointSlidingWindow (line 4681) | [Fact] method EntryPointHashJoinCountTable (line 4713) | [Fact] method EntryPointCountTargetEncoding (line 4755) | [Fact] method TestSimpleExperiment (line 4790) | [Fact] method TestSimpleTrainExperiment (line 4852) | [Fact] method TestCrossValidationMacro (line 5014) | [Fact] method TestCrossValidationMacroWithMulticlass (line 5244) | [Fact] method TestCrossValidationMacroMulticlassWithWarnings (line 5443) | [Fact] method TestCrossValidationMacroWithStratification (line 5605) | [Fact] method TestCrossValidationMacroWithNonDefaultNames (line 5810) | [Fact] method TestOvaMacro (line 6136) | [Fact] method TestOvaMacroWithUncalibratedLearner (line 6300) | [Fact] method EntryPointTensorFlowTransform (line 6472) | [TensorFlowFact] method TestTensorFlowEntryPoint (line 6487) | [TensorFlowFact] method LoadEntryPointModel (line 6579) | [Fact] method SummarizeEntryPointTest (line 6594) | [Fact] method RankingWithColumnIdEntryPoint (line 6671) | [LightGBMFact] FILE: test/Microsoft.ML.Core.Tests/UnitTests/TestHosts.cs class TestHosts (line 18) | public class TestHosts : BaseTestClass method TestHosts (line 20) | public TestHosts(ITestOutputHelper output) : base(output) method TestCancellation (line 24) | [Fact] method TestCancellationApi (line 89) | [Fact] method LogEventProcessesMessages (line 122) | [Fact] FILE: test/Microsoft.ML.Core.Tests/UnitTests/TestLoss.cs class TestLoss (line 16) | public class TestLoss : BaseTestClass method TestLoss (line 22) | public TestLoss(ITestOutputHelper output) : base(output) method TestHelper (line 38) | private void TestHelper(IScalarLoss lossFunc, double label, double out... method LossHinge (line 55) | [Fact] method LossExponential (line 71) | [Fact] method LossSquared (line 81) | [Fact] FILE: test/Microsoft.ML.Core.Tests/UnitTests/TestLruCache.cs class TestLruCache (line 13) | public class TestLruCache : BaseTestClass method TestLruCache (line 15) | public TestLruCache(ITestOutputHelper output) : base(output) method EntryLruCache (line 19) | [Fact] FILE: test/Microsoft.ML.Core.Tests/UnitTests/TestModelLoad.cs class TestModelLoad (line 14) | public class TestModelLoad : BaseTestClass method TestModelLoad (line 16) | public TestModelLoad(ITestOutputHelper output) : base(output) method LoadBinaryLoaderModelVersion3 (line 23) | [Fact] method LoadOldConcatTransformModel (line 41) | [Fact] FILE: test/Microsoft.ML.Core.Tests/UnitTests/TestResourceDownload.cs class TestResourceDownload (line 19) | public class TestResourceDownload : BaseTestBaseline method TestResourceDownload (line 21) | public TestResourceDownload(ITestOutputHelper helper) method TestDownloadError (line 26) | [Fact(Skip = "Temporarily skipping while helix issues are resolved. Tr... FILE: test/Microsoft.ML.Core.Tests/UnitTests/TestUtilities.cs class TestUtilities (line 15) | public class TestUtilities : BaseTestBaseline method TestUtilities (line 17) | public TestUtilities(ITestOutputHelper helper) method CheckIsMonotonicallyIncreasingInt (line 22) | [Fact] method CheckIsMonotonicallyIncreasingFloat (line 49) | [Fact] method CheckIsMonotonicallyIncreasingDouble (line 83) | [Fact] method CheckIsIncreasing (line 117) | [Fact] method CheckAreEqualInt (line 159) | [Fact] method CheckAreEqualBool (line 195) | [Fact] method CheckAreEqualFloat (line 231) | [Fact] method CheckAreEqualDouble (line 267) | [Fact] FILE: test/Microsoft.ML.Core.Tests/UnitTests/TestVBuffer.cs class TestVBuffer (line 19) | public sealed class TestVBuffer : BaseTestBaseline method TestVBuffer (line 28) | public TestVBuffer(ITestOutputHelper output) method TestApplyAt (line 33) | [Fact] method VBufferOpScaleBy (line 42) | [Fact] method VBufferOpScaleByCopy (line 63) | [Fact] method VBufferOpMath (line 83) | [Fact] method VBufferOpMathMul (line 132) | [Fact] method VBufferOpMathMul2 (line 155) | [Fact] method SparsifyNormalize (line 178) | [Fact] method SparsifyNormalizeTop2 (line 197) | [Fact] method SparsifyNormalizeTopSparse (line 217) | [Fact] method SparsifyNormalizeTopSparse2 (line 246) | [Fact] method TestSparsifyNormalize (line 275) | [Theory] method TestSparsifyNormalizeReturnsDense (line 302) | [Theory] method NaiveApplyWith (line 323) | private static void NaiveApplyWith(ref VBuffer a, ref VBuf... method VBufferOpApplyWith (line 343) | [Fact] method NaiveApplyWithEither (line 370) | private static void NaiveApplyWithEither(ref VBuffer a, re... method VBufferOpApplyWithEither (line 385) | [Fact] method NaiveForEach (line 415) | private static void NaiveForEach(ref VBuffer a, ref VBuffe... method VBufferOpForEachHelper (line 431) | private void VBufferOpForEachHelper(bool union) method VBufferOpForEachEither (line 457) | [Fact] method VBufferOpForEachBoth (line 463) | [Fact] method NaiveApplyInto (line 469) | private static void NaiveApplyInto(ref VBuffer a, ref VBuf... method VBufferOpApplyIntoSingle (line 481) | [Fact] method NaiveApplyInto (line 501) | private static void NaiveApplyInto(ref VBuffer a, re... method VBufferOpApplyIntoPair (line 517) | [Fact] method NaiveAddMult (line 543) | private static void NaiveAddMult(ref VBuffer a, float c, ref VB... method VBufferOpAddMult (line 570) | [Fact] method VBufferOpAddMultCopy (line 601) | [Fact] method VBufferOpAddMultWithOffset (line 623) | [Fact] method VBufferOpScaleInto (line 648) | [Fact] method VBufferOpAddMultInto (line 675) | [Fact] method VBufferOpApplySlot (line 697) | [Fact] method VBufferOpCopyRange (line 722) | [Fact] method VBufferOpDensify (line 748) | [Fact] method VBufferOpDensifyFirst (line 778) | [Fact] method VBufferOpPairwiseMath (line 817) | [Fact] method VBufferDropSlots (line 843) | [Fact] method ScaleFactor (line 951) | private static float ScaleFactor(int trial, Random rgen) method GenerateSingle (line 966) | private static void GenerateSingle(Random rgen, int len, out VBuffer(ref VBuffer src, ref VBuffer dst) method TestSame (line 1022) | private static void TestSame(ref VBuffer expected, ref VBuffer<... method TestSame (line 1027) | private static void TestSame(ref VBuffer expected, ref VBuffer FloatEquality(float tol) type GenLogic (line 1062) | private enum GenLogic : byte method GeneratePair (line 1087) | private static void GeneratePair(Random rgen, int len, out VBuffer expected, ref VB... method TestEquivalent (line 1170) | private static void TestEquivalent(ref VBuffer expected, ref VBu... FILE: test/Microsoft.ML.CpuMath.PerformanceTests/AvxPerformanceTests.cs class AvxPerformanceTests (line 12) | public class AvxPerformanceTests : PerformanceTests method AddScalarU (line 16) | [Benchmark] method Scale (line 20) | [Benchmark] method ScaleSrcU (line 24) | [Benchmark] method ScaleAddU (line 28) | [Benchmark] method AddScaleU (line 32) | [Benchmark] method AddScaleSU (line 37) | [Benchmark] method AddScaleCopyU (line 42) | [Benchmark] method AddU (line 47) | [Benchmark] method AddSU (line 51) | [Benchmark] method MulElementWiseU (line 55) | [Benchmark] method Sum (line 59) | [Benchmark] method SumSqU (line 63) | [Benchmark] method SumSqDiffU (line 68) | [Benchmark] method SumAbsU (line 73) | [Benchmark] method SumAbsDiffU (line 77) | [Benchmark] method MaxAbsU (line 81) | [Benchmark] method MaxAbsDiffU (line 85) | [Benchmark] method DotU (line 89) | [Benchmark] method DotSU (line 94) | [Benchmark] method Dist2 (line 99) | [Benchmark] method SdcaL1UpdateU (line 104) | [Benchmark] method SdcaL1UpdateSU (line 109) | [Benchmark] method MatMul (line 114) | [Benchmark] method MatMulTran (line 119) | [Benchmark] method MatMulP (line 123) | [Benchmark] FILE: test/Microsoft.ML.CpuMath.PerformanceTests/NativePerformanceTests.cs class NativePerformanceTests (line 12) | public class NativePerformanceTests : PerformanceTests method Ptr (line 16) | private static unsafe float* Ptr(AlignedArray a, float* p) method AddScalarU (line 24) | [Benchmark] method Scale (line 33) | [Benchmark] method ScaleSrcU (line 42) | [Benchmark] method ScaleAddU (line 52) | [Benchmark] method AddScaleU (line 61) | [Benchmark] method AddScaleSU (line 71) | [Benchmark] method AddScaleCopyU (line 82) | [Benchmark] method AddU (line 93) | [Benchmark] method AddSU (line 103) | [Benchmark] method MulElementWiseU (line 114) | [Benchmark] method Sum (line 125) | [Benchmark] method SumSqU (line 134) | [Benchmark] method SumSqDiffU (line 143) | [Benchmark] method SumAbsU (line 152) | [Benchmark] method SumAbsDiffU (line 161) | [Benchmark] method MaxAbsU (line 170) | [Benchmark] method MaxAbsDiffU (line 179) | [Benchmark] method DotU (line 188) | [Benchmark] method DotSU (line 198) | [Benchmark] method Dist2 (line 209) | [Benchmark] method SdcaL1UpdateU (line 219) | [Benchmark] method SdcaL1UpdateSU (line 230) | [Benchmark] method MatMul (line 242) | [Benchmark] method MatMulTran (line 251) | [Benchmark] method MatMulP (line 260) | [Benchmark] FILE: test/Microsoft.ML.CpuMath.PerformanceTests/PerformanceTests.cs class PerformanceTests (line 11) | public abstract class PerformanceTests method NextFloat (line 41) | private float NextFloat(Random rand, int expRange) method GetSeed (line 48) | private int GetSeed() method Setup (line 72) | [GlobalSetup] method GlobalCleanup (line 117) | [GlobalCleanup] FILE: test/Microsoft.ML.CpuMath.PerformanceTests/Program.cs class Program (line 11) | class Program method Main (line 13) | public static void Main(string[] args) method CreateCustomConfig (line 18) | private static IConfig CreateCustomConfig() FILE: test/Microsoft.ML.CpuMath.PerformanceTests/SmallInputCpuMathPerformanceTests.cs class SmallInputCpuMathPerformanceTests (line 10) | public class SmallInputCpuMathPerformanceTests : PerformanceTests method AddScalarU (line 15) | [Benchmark] method Scale (line 19) | [Benchmark] method ScaleSrcU (line 23) | [Benchmark] method ScaleAddU (line 27) | [Benchmark] method AddScaleU (line 31) | [Benchmark] method AddScaleSU (line 35) | [Benchmark] method AddScaleCopyU (line 39) | [Benchmark] method AddU (line 43) | [Benchmark] method AddSU (line 47) | [Benchmark] method MulElementWiseU (line 51) | [Benchmark] method Sum (line 55) | [Benchmark] method SumSqU (line 59) | [Benchmark] method SumSqDiffU (line 63) | [Benchmark] method SumAbsU (line 67) | [Benchmark] method SumAbsDiffU (line 71) | [Benchmark] method MaxAbsU (line 75) | [Benchmark] method MaxAbsDiffU (line 79) | [Benchmark] method DotU (line 83) | [Benchmark] method DotSU (line 87) | [Benchmark] method Dist2 (line 91) | [Benchmark] method SdcaL1UpdateU (line 95) | [Benchmark] method SdcaL1UpdateSU (line 99) | [Benchmark] FILE: test/Microsoft.ML.CpuMath.PerformanceTests/SsePerformanceTests.cs class SsePerformanceTests (line 11) | public class SsePerformanceTests : PerformanceTests method AddScalarU (line 13) | [Benchmark] method Scale (line 17) | [Benchmark] method ScaleSrcU (line 21) | [Benchmark] method ScaleAddU (line 25) | [Benchmark] method AddScaleU (line 29) | [Benchmark] method AddScaleSU (line 33) | [Benchmark] method AddScaleCopyU (line 37) | [Benchmark] method AddU (line 41) | [Benchmark] method AddSU (line 45) | [Benchmark] method MulElementWiseU (line 49) | [Benchmark] method Sum (line 53) | [Benchmark] method SumSqU (line 57) | [Benchmark] method SumSqDiffU (line 61) | [Benchmark] method SumAbsU (line 65) | [Benchmark] method SumAbsDiffU (line 69) | [Benchmark] method MaxAbsU (line 73) | [Benchmark] method MaxAbsDiffU (line 77) | [Benchmark] method DotU (line 81) | [Benchmark] method DotSU (line 85) | [Benchmark] method Dist2 (line 89) | [Benchmark] method SdcaL1UpdateU (line 93) | [Benchmark] method SdcaL1UpdateSU (line 97) | [Benchmark] method MatMul (line 101) | [Benchmark] method MatMulTran (line 105) | [Benchmark] method MatMulP (line 109) | [Benchmark] FILE: test/Microsoft.ML.CpuMath.UnitTests/UnitTests.cs class CpuMathUtilsUnitTests (line 20) | public class CpuMathUtilsUnitTests : BaseTestClass method CpuMathUtilsUnitTests (line 40) | static CpuMathUtilsUnitTests() method CpuMathUtilsUnitTests (line 113) | public CpuMathUtilsUnitTests(ITestOutputHelper output) : base(output) method CheckProperFlag (line 117) | private static void CheckProperFlag(string mode) method AddData (line 138) | public static TheoryData> A... method AddScaleData (line 166) | public static TheoryData method Equals (line 1004) | public bool Equals(float a, float b) method GetHashCode (line 1009) | public int GetHashCode(float a) class FloatEqualityComparerForMatMul (line 1015) | internal class FloatEqualityComparerForMatMul : IEqualityComparer method Equals (line 1017) | public bool Equals(float a, float b) method GetHashCode (line 1022) | public int GetHashCode(float a) FILE: test/Microsoft.ML.Fairlearn.Tests/GridSearchTest.cs class GridSearchTest (line 15) | public class GridSearchTest method GridSearchTest (line 18) | public GridSearchTest(ITestOutputHelper output) method Generate_binary_classification_lambda_search_space_test (line 23) | [Fact] method CreateDummyDataset (line 36) | private DataFrame CreateDummyDataset() method CreateGridSearchDataset (line 48) | private DataFrame CreateGridSearchDataset() method TestGridSearchTrialRunner2 (line 79) | [Fact(Skip = "Currently flaky on non x86/x64 devices. Disabling until ... FILE: test/Microsoft.ML.Fairlearn.Tests/MetricTest.cs class MetricTest (line 12) | public class MetricTest method MetricTest (line 16) | public MetricTest() class HouseData (line 22) | public class HouseData method RegressionMetricTest (line 36) | [Fact] method BinaryClassificationMetricTest (line 55) | [Fact] FILE: test/Microsoft.ML.Fairlearn.Tests/UtilityTest.cs class UtilityTest (line 13) | public class UtilityTest method DemographyParityTest (line 15) | [Fact] FILE: test/Microsoft.ML.GenAI.Core.Tests/CausalLMDatasetTest.cs class CausalLMDatasetTest (line 19) | public class CausalLMDatasetTest method CreateLlamaTokenizer (line 21) | private static Tokenizer CreateLlamaTokenizer() method ItCreateDatasetsFromInputIds (line 29) | [Fact] method ItCreateDatasetsFromListOfInputIds (line 54) | [Fact] method ItCreateDatasetsFromMEAIMessages (line 79) | [Fact] FILE: test/Microsoft.ML.GenAI.Core.Tests/QuantizedLinearTests.cs class QuantizedLinearTests (line 13) | public class QuantizedLinearTests method Int4QuantizeSizeTests (line 15) | [Fact] method Int8QuantizeSizeTests (line 36) | [Fact] method Int4QuantizeForwardTest (line 57) | [Fact] method Int8QuantizeForwardTest (line 100) | [Fact] FILE: test/Microsoft.ML.GenAI.LLaMA.Tests/LLaMA3_1Tests.cs class LLaMA3_1Tests (line 19) | [Collection("NoParallelization")] method LLaMA3_1Tests (line 22) | public LLaMA3_1Tests() method Llama_3_1_8b_ShapeTest (line 32) | [Fact] method Llama_3_1_70b_ShapeTest (line 42) | [WindowsOnlyFact] method Llama_3_1_405b_ShapeTest (line 52) | [WindowsOnlyFact] method TokenizerTest (line 62) | [Fact] method ItBuildChatTemplateFromAutoGenChatHistory (line 93) | [Fact] method ItBuildChatTemplateFromSemanticKernelChatHistory (line 110) | [Fact] method ItBuildChatTemplateFromMEAIChatHistory (line 127) | [Fact] FILE: test/Microsoft.ML.GenAI.LLaMA.Tests/LLaMA3_2Tests.cs class LLaMA3_2Tests (line 14) | [Collection("NoParallelization")] method LLaMA3_2Tests (line 17) | public LLaMA3_2Tests() method Llama_3_2_1b_ShapeTest (line 27) | [Fact] method Llama_3_2_3b_ShapeTest (line 37) | [WindowsOnlyFact] FILE: test/Microsoft.ML.GenAI.Mistral.Tests/Mistral_7B_Instruct_V0_3Tests.cs class Mistral_7B_Instruct_V0_3Tests (line 16) | [Collection("NoParallelization")] method Mistral_7B_Instruct_V0_3Tests (line 19) | public Mistral_7B_Instruct_V0_3Tests() method Mistral_7B_Instruct_V0_3_ShapeTest (line 29) | [Fact] method ItBuildChatTemplateFromAutoGenChatHistory (line 39) | [Fact] method ItBuildChatTemplateWithToolsFromAutoGenChatHistory (line 56) | [Fact] method TokenizerTest (line 104) | [Fact] FILE: test/Microsoft.ML.GenAI.Phi.Tests/AutoGenTests.cs class AutoGenTests (line 14) | public class AutoGenTests method ItGenerateTextReply (line 16) | [Fact] FILE: test/Microsoft.ML.GenAI.Phi.Tests/Phi2Tests.cs class Phi2Tests (line 16) | [Collection("NoParallelization")] method Phi2Tests (line 19) | public Phi2Tests() method LoadSafeTensorShapeTest (line 28) | [Fact] method TokenizerTest (line 38) | [Fact] FILE: test/Microsoft.ML.GenAI.Phi.Tests/Phi3Tests.cs class Phi3Tests (line 17) | [Collection("NoParallelization")] method Phi3Tests (line 20) | public Phi3Tests() method Phi3Mini4KShapeTest (line 30) | [Fact] method Phi3Mini4KInt8QuantizeShapeTest (line 40) | [Fact] method Phi3Mini4KInt4QuantizeShapeTest (line 54) | [Fact] method Phi3Medium4KShapeTest (line 68) | [Fact] method Phi3Medium128KShapeTest (line 79) | [Fact] method Phi3Mini128KShapeTest (line 89) | [Fact] method Phi3Mini128KLayerSizeTest (line 99) | [Fact] method TokenizerTest (line 113) | [Fact] FILE: test/Microsoft.ML.GenAI.Phi.Tests/SemanticKernelTests.cs class SemanticKernelTests (line 17) | public class SemanticKernelTests method ItAddPhi3CausalLMChatCompletionServiceTestAsync (line 19) | [Fact] method ItAddPhi3CausalLMTextGenerationServiceTestAsync (line 55) | [Fact] FILE: test/Microsoft.ML.IntegrationTests/Common.cs class Common (line 15) | internal static class Common method AssertTypeTestDataset (line 21) | public static void AssertTypeTestDataset(IDataView testTypeDataset) method AssertTestTypeDatasetsAreEqual (line 65) | public static void AssertTestTypeDatasetsAreEqual(MLContext mlContext,... method AssertEqual (line 86) | public static void AssertEqual(float[] array1, float[] array2, int pre... method AssertEqual (line 101) | public static void AssertEqual(DataViewSchema schema1, DataViewSchema ... method AssertEqual (line 125) | public static void AssertEqual(IEnumerable data1, IEnume... method AssertEqual (line 142) | public static void AssertEqual(TypeTestData testType1, TypeTestData te... method AssertMetrics (line 166) | public static void AssertMetrics(AnomalyDetectionMetrics metrics) method AssertMetrics (line 176) | public static void AssertMetrics(BinaryClassificationMetrics metrics) method AssertMetrics (line 196) | public static void AssertMetrics(CalibratedBinaryClassificationMetrics... method AssertMetrics (line 212) | public static void AssertMetrics(ClusteringMetrics metrics) method AssertMetrics (line 224) | public static void AssertMetrics(MulticlassClassificationMetrics metrics) method AssertConfusionMatrix (line 237) | internal static void AssertConfusionMatrix(ConfusionMatrix confusionMa... method AssertMetrics (line 257) | public static void AssertMetrics(RankingMetrics metrics) method AssertMetrics (line 269) | public static void AssertMetrics(RegressionMetrics metrics) method AssertMetricStatistics (line 281) | public static void AssertMetricStatistics(MetricStatistics metric) method AssertMetricsStatistics (line 291) | public static void AssertMetricsStatistics(RegressionMetricsStatistics... method AssertNotEqual (line 305) | public static void AssertNotEqual(float[] array1, float[] array2) method AssertFiniteNumbers (line 331) | public static void AssertFiniteNumbers(IList array, int ignoreE... method AssertFiniteNumbers (line 346) | public static void AssertFiniteNumbers(IList array, int ignore... FILE: test/Microsoft.ML.IntegrationTests/DataIO.cs class DataIO (line 16) | public class DataIO : IntegrationTestBaseClass method DataIO (line 21) | public DataIO(ITestOutputHelper output) : base(output) method ReadFromIEnumerable (line 30) | [Fact] method ExportToIEnumerable (line 44) | [Fact] method WriteToAndReadFromADelimetedFile (line 65) | [Fact] method WriteToAndReadASchemaFromADelimitedFile (line 87) | [Fact] method WriteAndReadAFromABinaryFile (line 106) | [Fact] method SerializeDatasetToFile (line 119) | private string SerializeDatasetToFile(MLContext mlContext, IDataView d... method SerializeDatasetToBinaryFile (line 128) | private string SerializeDatasetToBinaryFile(MLContext mlContext, IData... FILE: test/Microsoft.ML.IntegrationTests/DataTransformation.cs class DataTransformation (line 16) | public class DataTransformation : IntegrationTestBaseClass method DataTransformation (line 18) | public DataTransformation(ITestOutputHelper output) : base(output) method ExtensibilityAddAColumnAsAFunctionOfMultipleColumns (line 25) | [Fact] method ExtensibilityAddingTwoColumns (line 78) | [Fact] method ExtensibilityModifyTextFeaturization (line 126) | [Fact] method ExtensibilityNormalizeColumns (line 162) | [Fact] method HashColumns (line 189) | [Fact] method GetRandomNumber (line 217) | private float GetRandomNumber(float number) FILE: test/Microsoft.ML.IntegrationTests/Datasets/Adult.cs class Adult (line 12) | internal sealed class Adult FILE: test/Microsoft.ML.IntegrationTests/Datasets/CommonColumns.cs class FeatureColumn (line 10) | internal sealed class FeatureColumn class HashedFeatureColumn (line 15) | internal sealed class HashedFeatureColumn class FeatureContributionOutput (line 23) | internal sealed class FeatureContributionOutput class ScoreColumn (line 31) | internal sealed class ScoreColumn class VectorScoreColumn (line 39) | internal sealed class VectorScoreColumn FILE: test/Microsoft.ML.IntegrationTests/Datasets/HousingRegression.cs class HousingRegression (line 12) | internal sealed class HousingRegression FILE: test/Microsoft.ML.IntegrationTests/Datasets/Iris.cs class Iris (line 14) | internal sealed class Iris method LoadAsRankingProblem (line 36) | public static IDataView LoadAsRankingProblem(MLContext mlContext, stri... class IrisWithGroup (line 68) | internal sealed class IrisWithGroup class IrisWithOneExtraColumn (line 81) | internal sealed class IrisWithOneExtraColumn class IrisWithTwoExtraColumns (line 94) | internal sealed class IrisWithTwoExtraColumns FILE: test/Microsoft.ML.IntegrationTests/Datasets/MnistOneClass.cs class MnistOneClass (line 9) | internal sealed class MnistOneClass method GetTextLoader (line 17) | public static TextLoader GetTextLoader(MLContext mlContext, bool hasHe... FILE: test/Microsoft.ML.IntegrationTests/Datasets/Sentiment.cs class TweetSentiment (line 12) | internal sealed class TweetSentiment FILE: test/Microsoft.ML.IntegrationTests/Datasets/TrivialMatrixFactorization.cs class TrivialMatrixFactorization (line 13) | internal sealed class TrivialMatrixFactorization method LoadAndFeaturizeFromTextFile (line 24) | public static IDataView LoadAndFeaturizeFromTextFile(MLContext mlConte... FILE: test/Microsoft.ML.IntegrationTests/Datasets/TypeTestData.cs class TypeTestData (line 18) | internal sealed class TypeTestData method GetTextLoader (line 77) | public static TextLoader GetTextLoader(MLContext mlContext, char separ... method GenerateDataset (line 109) | public static IEnumerable GenerateDataset(int numExample... method GetRandomInstance (line 123) | public static TypeTestData GetRandomInstance(Random rng) method GetRandomCharSpan (line 149) | private static ReadOnlyMemory GetRandomCharSpan(Random rng, int ... method GetRandomFloatArray (line 157) | private static float[] GetRandomFloatArray(Random rng, int length) FILE: test/Microsoft.ML.IntegrationTests/Debugging.cs class Debugging (line 17) | public class Debugging : IntegrationTestBaseClass method Debugging (line 19) | public Debugging(ITestOutputHelper output) : base(output) method InspectIntermediatePipelineSteps (line 35) | [Fact] method InspectPipelineSchema (line 98) | [Fact] method InspectSchemaUponLoadingData (line 127) | [Fact] method ViewTrainingOutput (line 161) | [Fact] class LogWatcher (line 194) | internal class LogWatcher method LogWatcher (line 199) | public LogWatcher() method ObserveEvent (line 204) | public void ObserveEvent(object sender, LoggingEventArgs e) FILE: test/Microsoft.ML.IntegrationTests/Evaluation.cs class Evaluation (line 16) | public class Evaluation : IntegrationTestBaseClass method Evaluation (line 18) | public Evaluation(ITestOutputHelper output) : base(output) method TrainAndEvaluateAnomalyDetection (line 25) | [Fact] method TrainAndEvaluateBinaryClassification (line 55) | [Fact] method TrainAndEvaluateBinaryClassificationWithCalibration (line 84) | [Fact] method TrainAndEvaluateClustering (line 113) | [Fact] method TrainAndEvaluateMulticlassClassification (line 141) | [Fact] method GetScoredDataForRankingEvaluation (line 168) | private IDataView GetScoredDataForRankingEvaluation(MLContext mlContext) method TrainAndEvaluateRanking (line 191) | [Fact] method TrainAndEvaluateRankingWithOptions (line 206) | [Fact] method TrainAndEvaluateRecommendation (line 224) | [Fact] method TrainAndEvaluateRegression (line 262) | [Fact] method TrainAndEvaluateWithPrecisionRecallCurves (line 290) | [Fact] FILE: test/Microsoft.ML.IntegrationTests/Explainability.cs class Explainability (line 18) | public class Explainability : IntegrationTestBaseClass method Explainability (line 20) | public Explainability(ITestOutputHelper output) : base(output) method GlobalFeatureImportanceWithPermutationFeatureImportance (line 27) | [Theory] method GlobalFeatureImportanceForLinearModelThroughWeights (line 87) | [Fact] method GlobalFeatureImportanceForFastTreeThroughFeatureGain (line 111) | [Fact] method GlobalFeatureImportanceForFastForestThroughFeatureGain (line 138) | [Fact] method LocalFeatureImportanceForLinearModel (line 165) | [Fact] method LocalFeatureImportanceForFastTreeModel (line 202) | [Fact] method LocalFeatureImportanceForFastForestModel (line 239) | [Fact] method LocalFeatureImportanceForGamModel (line 277) | [Fact] FILE: test/Microsoft.ML.IntegrationTests/IntegrationTestBaseClass.cs class IntegrationTestBaseClass (line 17) | public class IntegrationTestBaseClass : IDisposable method IntegrationTestBaseClass (line 19) | static IntegrationTestBaseClass() method IntegrationTestBaseClass (line 34) | public IntegrationTestBaseClass(ITestOutputHelper output) method LogTestOutput (line 69) | public void LogTestOutput(object sender, LoggingEventArgs e) method Dispose (line 75) | void IDisposable.Dispose() method Initialize (line 81) | protected virtual void Initialize() method Cleanup (line 85) | protected virtual void Cleanup() FILE: test/Microsoft.ML.IntegrationTests/IntrospectiveTraining.cs class IntrospectiveTraining (line 20) | public class IntrospectiveTraining : IntegrationTestBaseClass method IntrospectiveTraining (line 22) | public IntrospectiveTraining(ITestOutputHelper output) : base(output) method InspectFastForestRegresionTrees (line 29) | [Fact] method InspectFastTreeModelParameters (line 70) | [Fact] method IntrospectGamShapeFunctions (line 130) | [Fact] method InspectLdaModelParameters (line 169) | [Fact] method InspectLinearModelParameters (line 214) | [Fact] method IntrospectNormalization (line 251) | [Fact] method InspectPipelineContents (line 283) | [Fact] method InspectSlotNamesForReversibleHash (line 326) | [Fact] method InspectNestedPipeline (line 384) | [Fact] method StepOne (line 417) | private IEstimator> values, strin... FILE: test/Microsoft.ML.IntegrationTests/ONNX.cs class ONNX (line 17) | public class ONNX : IntegrationTestBaseClass method ONNX (line 24) | public ONNX(ITestOutputHelper output) : base(output) method SaveOnnxModelLoadAndScoreFastTree (line 31) | [OnnxFactAttribute] method SaveOnnxModelLoadAndScoreKMeans (line 81) | [OnnxFactAttribute] method SaveOnnxModelLoadAndScoreSDCA (line 133) | [OnnxFactAttribute] FILE: test/Microsoft.ML.IntegrationTests/Prediction.cs class PredictionScenarios (line 18) | public class PredictionScenarios : IntegrationTestBaseClass method PredictionScenarios (line 20) | public PredictionScenarios(ITestOutputHelper output) : base(output) class Prediction (line 24) | class Prediction method ReconfigurablePrediction (line 35) | [Fact] method ReconfigurablePredictionNoPipeline (line 78) | [Fact] method PredictionEngineModelDisposal (line 101) | [Fact] FILE: test/Microsoft.ML.IntegrationTests/SchemaDefinitionTests.cs class SchemaDefinitionTests (line 14) | public class SchemaDefinitionTests : IntegrationTestBaseClass method SchemaDefinitionTests (line 18) | public SchemaDefinitionTests(ITestOutputHelper output) : base(output) method Initialize (line 22) | protected override void Initialize() method SchemaDefinitionForPredictionEngine (line 30) | [Fact] method SchemaDefinitionForCustomMapping (line 60) | [Fact] class InputData (line 94) | private sealed class InputData class OutputData (line 107) | private sealed class OutputData FILE: test/Microsoft.ML.IntegrationTests/Training.cs class Training (line 17) | public class Training : IntegrationTestBaseClass method Training (line 19) | public Training(ITestOutputHelper output) : base(output) method CompareTrainerEvaluations (line 26) | [FieldAwareFactorizationMachineFact] method ContinueTrainingAveragePerceptron (line 80) | [Fact] method ContinueTrainingFieldAwareFactorizationMachine (line 124) | [FieldAwareFactorizationMachineFact] method ContinueTrainingLinearSupportVectorMachine (line 168) | [Fact] method ContinueTrainingLogisticRegression (line 212) | [Fact] method ContinueTrainingLogisticRegressionMulticlass (line 256) | [Fact] method ContinueTrainingOnlineGradientDescent (line 306) | [Fact] method ContinueTrainingPoissonRegression (line 350) | [Fact] method ContinueTrainingSymbolicStochasticGradientDescent (line 394) | [NativeDependencyFact("MklImports")] method MetacomponentsFunctionAsExpectedOva (line 443) | [Fact] method MetacomponentsFunctionWithKeyHandling (line 474) | [Fact] FILE: test/Microsoft.ML.IntegrationTests/Validation.cs class Validation (line 19) | public class Validation : IntegrationTestBaseClass method Validation (line 21) | public Validation(ITestOutputHelper output) : base(output) method CrossValidation (line 32) | [NativeDependencyFact("MklImports")] method RankingCVTest (line 58) | [Fact] method TrainWithValidationSet (line 98) | [Fact] method TestCrossValidationResultsWithNotEnoughData (line 148) | [Fact] FILE: test/Microsoft.ML.NugetPackageVersionUpdater/Program.cs class Program (line 12) | class Program method Main (line 18) | public static void Main(string[] args) method GetLatestPackageVersions (line 25) | private static IDictionary GetLatestPackageVersions() method UpdatePackageVersion (line 51) | private static void UpdatePackageVersion(string projectFiles, IDiction... FILE: test/Microsoft.ML.OnnxTransformerTest/DnnImageFeaturizerTest.cs class DnnImageFeaturizerTests (line 19) | public class DnnImageFeaturizerTests : TestDataPipeBase class TestData (line 23) | private class TestData class TestDataSize (line 28) | private class TestDataSize class TestDataXY (line 33) | private class TestDataXY class TestDataDifferentType (line 38) | private class TestDataDifferentType method GetSampleArrayData (line 44) | private float[] GetSampleArrayData() method DnnImageFeaturizerTests (line 52) | public DnnImageFeaturizerTests(ITestOutputHelper helper) : base(helper) method TestDnnImageFeaturizer (line 56) | [OnnxFact] method OnnxFeaturizerWorkout (line 95) | [OnnxFact] method TestOldSavingAndLoading (line 132) | [OnnxFact] class ModelInput (line 190) | internal sealed class ModelInput class ModelOutput (line 199) | internal sealed class ModelOutput method TestLoadFromDiskAndPredictionEngine (line 208) | [OnnxFact] FILE: test/Microsoft.ML.OnnxTransformerTest/OnnxTransformTests.cs class OnnxTransformTests (line 24) | public class OnnxTransformTests : TestDataPipeBase class TestData (line 33) | private class TestData class TestDataMulti (line 39) | private class TestDataMulti class TestDataMulti2By3 (line 48) | private class TestDataMulti2By3 class TestDataSize (line 57) | private class TestDataSize class TestDataXY (line 63) | private class TestDataXY class TestDataDifferentType (line 69) | private class TestDataDifferentType class TestDataNoneDimension (line 74) | private class TestDataNoneDimension class PredictionNoneDimension (line 80) | class PredictionNoneDimension class TestDataUnknownDimensions (line 86) | private class TestDataUnknownDimensions class PredictionUnknownDimensions (line 92) | class PredictionUnknownDimensions class InputWithCustomShape (line 98) | private class InputWithCustomShape class PredictionWithCustomShape (line 104) | class PredictionWithCustomShape method GetSampleArrayData (line 110) | private float[] GetSampleArrayData() method OnnxTransformTests (line 118) | public OnnxTransformTests(ITestOutputHelper output) : base(output) method TestSimpleCase (line 124) | [OnnxTheory] method TestOldSavingAndLoading (line 178) | [OnnxTheory] method OnnxStreamWorkout (line 236) | [OnnxFact] method OnnxWorkout (line 289) | [OnnxFact] method TestCommandLine (line 340) | [OnnxFact] method TestCommandLineWithCustomShape (line 347) | [OnnxFact] method OnnxModelScenario (line 354) | [OnnxFact] method OnnxModelCustomOptions (line 387) | [OnnxFact] method OnnxModelMultiInput (line 422) | [OnnxFact] method OnnxModelOutputDifferentOrder (line 462) | [OnnxFact] method TestUnknownDimensions (line 522) | [OnnxFact] method TestOnnxNoneDimValue (line 548) | [OnnxFact] class ImageDataPoint (line 575) | private class ImageDataPoint method ImageDataPoint (line 599) | public ImageDataPoint() method ImageDataPoint (line 604) | public ImageDataPoint(byte red, byte green, byte blue) method OnnxModelInMemoryImage (line 623) | [OnnxFact] class ZipMapInput (line 661) | private class ZipMapInput class ZipMapStringOutput (line 668) | private class ZipMapStringOutput class ZipMapInt64Output (line 674) | private class ZipMapInt64Output method TestOnnxZipMapWithInt64Keys (line 683) | [OnnxFact] method TestOnnxZipMapWithStringKeys (line 736) | [OnnxFact] method TestOnnxModelDisposal (line 786) | [OnnxFact] method TestOnnxModelNotDisposal (line 805) | [OnnxFact] class OnnxMapInput (line 824) | private class OnnxMapInput class OnnxMapOutput (line 830) | private class OnnxMapOutput method SmokeInMemoryOnnxMapTypeTest (line 840) | [OnnxFact] method TestOnnxTransformWithCustomShapes (line 878) | [OnnxFact] method TryModelWithCustomShapesHelper (line 958) | private void TryModelWithCustomShapesHelper(IDictionary... method SpecifyOnnxShapes (line 979) | [OnnxFact] method TestOnnxTransformSaveAndLoadWithCustomShapes (line 1048) | [OnnxFact] method TestOnnxTransformSaveAndLoadWithRecursionLimit (line 1119) | [OnnxFact] FILE: test/Microsoft.ML.PerformanceTests/BenchmarkBase.cs class BenchmarkBase (line 13) | public class BenchmarkBase method BenchmarkBase (line 16) | static BenchmarkBase() method GetBenchmarkDataPathAndEnsureData (line 32) | public static string GetBenchmarkDataPathAndEnsureData(string name, st... class RandomFile (line 67) | public class RandomFile method CreateRandomFile (line 69) | public static string CreateRandomFile(string path, int numRows, int nu... method CreateRandomLine (line 84) | public static string CreateRandomLine(int columns, int maxWordLength, ... method CreateRandomColumn (line 95) | public static string CreateRandomColumn(int numwords, int maxWordLengt... FILE: test/Microsoft.ML.PerformanceTests/CacheDataViewBench.cs class CacheDataViewBench (line 12) | [CIBenchmark] method Setup (line 27) | [GlobalSetup(Targets = new[] { nameof(CacheWithCursor), nameof(CacheWi... method CacheWithCursor (line 69) | [Benchmark] method CacheWithSeeker (line 82) | [Benchmark] FILE: test/Microsoft.ML.PerformanceTests/FeaturizeTextBench.cs class FeaturizeTextBench (line 16) | [Config(typeof(TrainConfig))] method SetupData (line 25) | [GlobalSetup] method TrainFeaturizeText (line 50) | [Benchmark] FILE: test/Microsoft.ML.PerformanceTests/Harness/Configs.cs class RecommendedConfig (line 17) | public class RecommendedConfig : ManualConfig method RecommendedConfig (line 19) | public RecommendedConfig() method GetJobDefinition (line 30) | protected virtual Job GetJobDefinition() method CreateToolchain (line 39) | private IToolchain CreateToolchain() method GetBuildConfigurationName (line 59) | protected static string GetBuildConfigurationName() class TrainConfig (line 69) | public class TrainConfig : RecommendedConfig method GetJobDefinition (line 71) | protected override Job GetJobDefinition() FILE: test/Microsoft.ML.PerformanceTests/Harness/Metrics.cs class WithExtraMetrics (line 16) | public abstract class WithExtraMetrics : BenchmarkBase method GetMetrics (line 18) | protected abstract IEnumerable GetMetrics(); method ReportMetrics (line 24) | [GlobalCleanup] class ExtraMetricColumn (line 34) | public class ExtraMetricColumn : IColumn method IsDefault (line 40) | public bool IsDefault(Summary summary, BenchmarkCase benchmark) => true; method IsAvailable (line 41) | public bool IsAvailable(Summary summary) => true; method GetValue (line 46) | public string GetValue(Summary summary, BenchmarkCase benchmark) => Ge... method ToString (line 47) | public override string ToString() => ColumnName; method GetValue (line 49) | public string GetValue(Summary summary, BenchmarkCase benchmark, Summa... type Metric (line 75) | public struct Metric method Metric (line 83) | public Metric(string name, string value) : this() method ToColumnValue (line 89) | public string ToColumnValue() method ToParsableString (line 92) | public string ToParsableString() method TryParse (line 95) | public static bool TryParse(string line, out Metric metric) FILE: test/Microsoft.ML.PerformanceTests/Harness/ProjectGenerator.cs class ProjectGenerator (line 26) | public class ProjectGenerator : CsProjGenerator method ProjectGenerator (line 30) | public ProjectGenerator(string targetFrameworkMoniker) : base(targetFr... method GenerateProject (line 37) | protected override void GenerateProject(BuildPartition buildPartition,... method GetBinariesDirectoryPath (line 63) | protected override string GetBinariesDirectoryPath(string buildArtifac... method GenerateNativeReferences (line 66) | private string GenerateNativeReferences(BuildPartition buildPartition,... FILE: test/Microsoft.ML.PerformanceTests/HashBench.cs class HashBench (line 15) | [CIBenchmark] class RowImpl (line 18) | private sealed class RowImpl : DataViewRow method GetIdGetter (line 25) | public override ValueGetter GetIdGetter() method IsColumnActive (line 33) | public override bool IsColumnActive(DataViewSchema.Column column) method GetGetter (line 47) | public override ValueGetter GetGetter(DataViewSchema... method Create (line 56) | public static RowImpl Create(DataViewType type, ValueGetter ge... method RowImpl (line 63) | private RowImpl(DataViewType type, Delegate getter) method InitMapMurmurHashV2 (line 80) | private void InitMapMurmurHashV2(T val, DataViewType type, int numb... method InitMapMurmurHashV1 (line 97) | private void InitMapMurmurHashV1(T val, DataViewType type, ValueGet... method RunScalar (line 117) | private void RunScalar() method InitDenseVecMap (line 127) | private void InitDenseVecMap(T[] vals, PrimitiveDataViewType itemTy... method RunVector (line 136) | private void RunVector() method SetupHashScalarString (line 146) | [GlobalSetup(Target = nameof(HashScalarString))] method HashScalarString (line 152) | [Benchmark] method SetupHashScalarFloat (line 158) | [GlobalSetup(Target = nameof(HashScalarFloat))] method HashScalarFloat (line 164) | [Benchmark] method SetupHashScalarDouble (line 170) | [GlobalSetup(Target = nameof(HashScalarDouble))] method HashScalarDouble (line 176) | [Benchmark] method SetupHashScalarKey (line 182) | [GlobalSetup(Target = nameof(HashScalarKey))] method HashScalarKey (line 188) | [Benchmark] method SetupHashVectorString (line 196) | [GlobalSetup(Target = nameof(HashVectorString))] method HashVectorString (line 203) | [Benchmark] method SetupHashVectorFloat (line 209) | [GlobalSetup(Target = nameof(HashVectorFloat))] method HashVectorFloat (line 215) | [Benchmark] method SetupHashVectorDouble (line 221) | [GlobalSetup(Target = nameof(HashVectorDouble))] method HashVectorDouble (line 227) | [Benchmark] method SetupHashVectorKey (line 233) | [GlobalSetup(Target = nameof(HashVectorKey))] method HashVectorKey (line 239) | [Benchmark] method SetupHashScalarStringV1 (line 246) | [GlobalSetup(Target = nameof(HashScalarStringV1))] method HashScalarStringV1 (line 252) | [Benchmark] method SetupHashScalarKeyV1 (line 258) | [GlobalSetup(Target = nameof(HashScalarKeyV1))] method HashScalarKeyV1 (line 264) | [Benchmark] method SetupHashScalarFloatV1 (line 270) | [GlobalSetup(Target = nameof(HashScalarFloatV1))] method HashScalarFloatV1 (line 276) | [Benchmark] FILE: test/Microsoft.ML.PerformanceTests/Helpers/CIBenchmark.cs class CIBenchmark (line 12) | [AttributeUsage(AttributeTargets.Class, AllowMultiple = false)] FILE: test/Microsoft.ML.PerformanceTests/Helpers/EmptyWriter.cs class EmptyWriter (line 12) | internal class EmptyWriter : TextWriter FILE: test/Microsoft.ML.PerformanceTests/Helpers/EnvironmentFactory.cs class EnvironmentFactory (line 12) | internal static class EnvironmentFactory method CreateClassificationEnvironment (line 14) | internal static MLContext CreateClassificationEnvironment LoadImagesFromDirectory(string fo... method DownloadImageSet (line 136) | public static string DownloadImageSet(string imagesDownloadFolder) method Download (line 151) | public static bool Download(string url, string destDir, string destFil... method UnZip (line 190) | public static void UnZip(String gzArchiveName, String destFolder) method GetAbsolutePath (line 206) | public static string GetAbsolutePath(string relativePath) class ImageData (line 218) | public class ImageData class HttpContentExtensions (line 228) | public static class HttpContentExtensions method ReadAsFileAsync (line 230) | public static async Task ReadAsFileAsync(this HttpContent content, str... FILE: test/Microsoft.ML.PerformanceTests/KMeansAndLogisticRegressionBench.cs class KMeansAndLogisticRegressionBench (line 13) | [CIBenchmark] method TrainKMeansAndLR (line 18) | [Benchmark] FILE: test/Microsoft.ML.PerformanceTests/Numeric/Ranking.cs class RankingTrain (line 16) | [Config(typeof(TrainConfig))] method SetupTrainingSpeedTests (line 22) | [GlobalSetup] method TrainTest_Ranking_MSLRWeb10K_RawNumericFeatures_FastTreeRanking (line 35) | [Benchmark] method TrainTest_Ranking_MSLRWeb10K_RawNumericFeatures_LightGBMRanking (line 49) | [Benchmark] class RankingTest (line 65) | public class RankingTest : BenchmarkBase method SetupScoringSpeedTests (line 72) | [GlobalSetup] method Test_Ranking_MSLRWeb10K_RawNumericFeatures_FastTreeRanking (line 103) | [Benchmark] FILE: test/Microsoft.ML.PerformanceTests/PredictionEngineBench.cs class PredictionEngineBench (line 13) | [CIBenchmark] method SetupIrisPipeline (line 25) | [GlobalSetup(Target = nameof(MakeIrisPredictions))] method SetupSentimentPipeline (line 67) | [GlobalSetup(Target = nameof(MakeSentimentPredictions))] method SetupBreastCancerPipeline (line 102) | [GlobalSetup(Target = nameof(MakeBreastCancerPredictions))] method MakeIrisPredictions (line 136) | [Benchmark] method MakeSentimentPredictions (line 145) | [Benchmark] method MakeBreastCancerPredictions (line 154) | [Benchmark] class SentimentData (line 164) | public class SentimentData class SentimentPrediction (line 173) | public class SentimentPrediction class BreastCancerData (line 181) | public class BreastCancerData class BreastCancerPrediction (line 190) | public class BreastCancerPrediction FILE: test/Microsoft.ML.PerformanceTests/Program.cs class Program (line 11) | class Program method Main (line 17) | static void Main(string[] args) FILE: test/Microsoft.ML.PerformanceTests/RffTransform.cs class RffTransformTrain (line 14) | [CIBenchmark] method SetupTrainingSpeedTests (line 19) | [GlobalSetup] method CV_Multiclass_Digits_RffTransform_OVAAveragedPerceptron (line 28) | [Benchmark] FILE: test/Microsoft.ML.PerformanceTests/ShuffleRowsBench.cs class ShuffleRowsBench (line 11) | [CIBenchmark] method Setup (line 17) | [GlobalSetup] method ShuffleRows (line 29) | [Benchmark] class TrainRow (line 41) | private class TrainRow FILE: test/Microsoft.ML.PerformanceTests/StochasticDualCoordinateAscentClassifierBench.cs class StochasticDualCoordinateAscentClassifierBench (line 17) | [CIBenchmark] method GetMetrics (line 43) | protected override IEnumerable GetMetrics() method TrainIris (line 56) | [Benchmark] method Train (line 59) | private TransformerChain(StringBuilder sb, KeyVal... method AppendArray (line 256) | private static void AppendArray(StringBuilder sb, T[] arr) method AppendTaggedArray (line 272) | private static void AppendTaggedArray(StringBuilder sb, KeyValueP... class ArgsSingle (line 291) | private class ArgsSingle : ArgsBase method ToString (line 296) | public override string ToString() method InResName (line 314) | private string InResName(string name) method OutFileName (line 320) | private string OutFileName(string name) method GetResText (line 326) | private string GetResText(string resName) method Run (line 340) | private void Run(string dir, string name, Action i... FILE: test/Microsoft.ML.Predictor.Tests/CmdLine/CmdLineReverseTest.cs class CmdLineReverseTests (line 16) | public class CmdLineReverseTests : BaseTestClass method ArgumentParseTest (line 21) | [Fact] method NewTest (line 80) | [Fact] class SimpleArg (line 103) | private class SimpleArg method ToString (line 140) | public string ToString(IHostEnvironment env) method Equals (line 145) | public override bool Equals(object obj) method GetHashCode (line 170) | public override int GetHashCode() method ComponentFactoryEquals (line 176) | private static bool ComponentFactoryEquals(IComponentFactory left, ICo... method CmdLineReverseTests (line 194) | public CmdLineReverseTests(ITestOutputHelper output) : base(output) method CreateComponentFactory (line 198) | private static IComponentFactory CreateComponentFactory(str... FILE: test/Microsoft.ML.Predictor.Tests/CompareBaselines.cs class TestBaselines (line 20) | public class TestBaselines : BaseTestBaseline method TestBaselines (line 24) | static TestBaselines() method TestBaselines (line 38) | public TestBaselines(ITestOutputHelper helper) method AAACompareBaselines (line 43) | [Fact(Skip = "Need CoreTLC specific baseline update")] method Compare (line 51) | private void Compare(string root1, string root2, string logName) method CompareDirs (line 64) | private void CompareDirs(TextWriter log, string root1, string root2, s... type Stats (line 118) | private struct Stats method Aggregate (line 128) | public void Aggregate(double diff, int line, int col) method Report (line 150) | public void Report(TextWriter log, string path) method CompareFiles (line 165) | private void CompareFiles(TextWriter log, string root1, string root2, ... method Diff (line 267) | private static double Diff(double d1, double d2) method EatSpace (line 280) | private static void EatSpace(string line, ref int ich) method TryParseNumber (line 286) | private bool TryParseNumber(string line, ref int ich, out double d) method EatDigits (line 342) | private static bool EatDigits(string line, ref int ich) method IsDigit (line 354) | private static bool IsDigit(char ch) method EatSign (line 359) | private static void EatSign(string line, ref int ich) method Eq (line 365) | private static bool Eq(string line, int ich, string val) FILE: test/Microsoft.ML.Predictor.Tests/Global.cs class Global (line 12) | public sealed class Global : BaseTestClass method Global (line 17) | public Global(ITestOutputHelper output) : base(output) method AssertHandlerTest (line 21) | [Fact(Skip = "Disabled")] FILE: test/Microsoft.ML.Predictor.Tests/ResultProcessor/TestResultProcessor.cs class TestResultProcessor (line 14) | public sealed class TestResultProcessor : BaseTestPredictors method TestResultProcessor (line 21) | public TestResultProcessor(ITestOutputHelper helper) : base(helper) method RunTestCore (line 26) | private void RunTestCore(string name, string fileName, string[] testDa... method SaveResourcesAsFiles (line 37) | private string[] SaveResourcesAsFiles(string[] resourceNames) method RPSingleClassifierTest (line 57) | [Fact(Skip = "Need CoreTLC specific baseline update")] method RPSingleClassifierTestWithSpace (line 74) | [Fact(Skip = "Need CoreTLC specific baseline update")] method RPSingleClassifierTestWIthEmptyLines (line 91) | [Fact(Skip = "Need CoreTLC specific baseline update")] method RPMulticlassifierTest (line 108) | [Fact(Skip = "Need CoreTLC specific baseline update")] method RPProcessClassifierRegressorTest (line 125) | [Fact(Skip = "Need CoreTLC specific baseline update")] FILE: test/Microsoft.ML.Predictor.Tests/Test-API.cs class TestAPI (line 16) | public sealed class TestAPI : BaseTestBaseline method MulticlassExampleTest (line 21) | [Fact, TestCategory("Example"), TestCategory("FastRank")] method SimpleExampleTest (line 123) | [Fact, TestCategory("Example"), TestCategory("FastRank")] method FactoryExampleTest (line 224) | [Fact, TestCategory("Example"), TestCategory("FeatureHandler")] method SimpleWeightedTest (line 327) | [Fact, TestCategory("Example"), TestCategory("FastRank")] method CreateTextInstances (line 362) | private Instances CreateTextInstances(string filename, string settings... method CreateExtractInstances (line 369) | private Instances CreateExtractInstances(string filename, string setti... method WeightedMetricTest (line 376) | private void WeightedMetricTest(Instances noWeights, Instances weights... FILE: test/Microsoft.ML.Predictor.Tests/TestConcurrency.cs class TestConcurrency (line 12) | public sealed class TestConcurrency : BaseTestPredictors method TestConcurrency (line 16) | public TestConcurrency(ITestOutputHelper helper) : base(helper) method TestCVWithLRParallel (line 20) | [Fact(Skip = "Need CoreTLC specific baseline update")] method TestBootstrapWithLRParallel (line 27) | [Fact(Skip = "Need CoreTLC specific baseline update")] method TestParallelRun (line 35) | private void TestParallelRun(string basePrefix, string command, string... FILE: test/Microsoft.ML.Predictor.Tests/TestCreateInstances.cs class CreateInstancesTests (line 10) | public class CreateInstancesTests : BaseTestBaseline method TestCreateTextInstances (line 14) | [Fact, TestCategory("CreateInstances"), TestCategory("FeatureHandler")] method TestCreateTextInstancesConstant (line 58) | [Fact, TestCategory("CreateInstances"), TestCategory("FeatureHandler")] method TestCreateTextInstancesWithNormalization (line 87) | [Fact, TestCategory("CreateInstances"), TestCategory("FeatureTransform... method CompareInstances (line 129) | private void CompareInstances(TlcTextInstances instances1, TlcTextInst... method TestPcaTransform (line 154) | [Fact, TestCategory("CreateInstances"), TestCategory("FeatureTransform... method TestFeatureHandlerIncorrectMapping (line 196) | [Fact, TestCategory("CreateInstances"), TestCategory("FeatureHandler")] FILE: test/Microsoft.ML.Predictor.Tests/TestCrossValidation.cs class TestCrossValidation (line 11) | public class TestCrossValidation : BaseTestPredictorsOld method TestRandomBalancedFoldCreation (line 15) | [Fact, TestCategory(Category)] method CreateInstancesWithNKeys (line 45) | private ListInstances CreateInstancesWithNKeys(int n) method TestCrossValidationWithInvalidTester (line 60) | [Fact, TestCategory(Category)] method TestCVWithTrainProportion (line 84) | [Fact, TestCategory(Category)] FILE: test/Microsoft.ML.Predictor.Tests/TestGamPublicInterfaces.cs class TestGamPublicInterfaces (line 14) | public class TestGamPublicInterfaces : BaseTestClass method TestGamPublicInterfaces (line 16) | public TestGamPublicInterfaces(ITestOutputHelper output) : base(output) method TestGamDirectInstantiation (line 20) | [Fact] method CheckArrayOfArrayEquality (line 92) | private void CheckArrayOfArrayEquality(double[][] array1, double[][] a... FILE: test/Microsoft.ML.Predictor.Tests/TestIniModels.cs class TestIniModels (line 21) | public sealed class TestIniModels : BaseTestPredictorsOld method GetDatasetsForIniTest (line 30) | public IList GetDatasetsForIniTest() method TrainForIniModel (line 41) | public InternalLearnRunParameters TrainForIniModel( method TestPerceptronNotNormIniModels (line 67) | [Fact, TestCategory("Test INI")] method TestLinearSVMNotNormIniModels (line 88) | [Fact, TestCategory("Test INI")] method TestLogisticRegressionIniModels (line 109) | [Fact, TestCategory("Test INI")] method TestLogisticRegressionSGDIniModels (line 130) | [Fact, TestCategory("Test INI"), Priority(2)] method TestFastRankClassificationIniModels (line 152) | [Fact, TestCategory("Test INI"), TestCategory("FastRank"), Priority(2)] method TestFastRankRegressionIniModels (line 172) | [Fact, TestCategory("Test INI"), TestCategory("FastRank"), Priority(2)] method TestFastRankRankingIniModels (line 192) | [Fact, TestCategory("Test INI"), TestCategory("FastRank"), Priority(2)] method TestNnMultiDefaultIniModels (line 212) | [Fact, TestCategory("Test INI"), TestCategory("Neural Nets"), Priority... method TestNnMultiMomentumIniModels (line 234) | [Fact, TestCategory("Test INI"), TestCategory("Neural Nets"), Priority... class IniModelTestInformation (line 258) | public class IniModelTestInformation method IniModelTestInformation (line 260) | public IniModelTestInformation( method RunAllIniFileEvaluationTests (line 294) | public void RunAllIniFileEvaluationTests( method RunIniFileEvaluationTest (line 331) | public void RunIniFileEvaluationTest( method DirectoryBaselineCheck (line 390) | public KeyValuePair> DirectoryBaselineCheck(st... method EnsureEmptyDirectory (line 423) | public static Exception EnsureEmptyDirectory(string directory, bool is... class ProcessDebugInformation (line 460) | public class ProcessDebugInformation method ProcessDebugInformation (line 462) | public ProcessDebugInformation( method RunCommandLine (line 480) | public ProcessDebugInformation RunCommandLine(string commandLine, stri... method TestIniModels (line 511) | public TestIniModels(ITestOutputHelper output) : base(output) method TestGamRegressionIni (line 515) | [Fact] method TestGamBinaryClassificationIni (line 554) | [Fact] class TestIniModels (line 509) | public sealed class TestIniModels : TestDataPipeBase method GetDatasetsForIniTest (line 30) | public IList GetDatasetsForIniTest() method TrainForIniModel (line 41) | public InternalLearnRunParameters TrainForIniModel( method TestPerceptronNotNormIniModels (line 67) | [Fact, TestCategory("Test INI")] method TestLinearSVMNotNormIniModels (line 88) | [Fact, TestCategory("Test INI")] method TestLogisticRegressionIniModels (line 109) | [Fact, TestCategory("Test INI")] method TestLogisticRegressionSGDIniModels (line 130) | [Fact, TestCategory("Test INI"), Priority(2)] method TestFastRankClassificationIniModels (line 152) | [Fact, TestCategory("Test INI"), TestCategory("FastRank"), Priority(2)] method TestFastRankRegressionIniModels (line 172) | [Fact, TestCategory("Test INI"), TestCategory("FastRank"), Priority(2)] method TestFastRankRankingIniModels (line 192) | [Fact, TestCategory("Test INI"), TestCategory("FastRank"), Priority(2)] method TestNnMultiDefaultIniModels (line 212) | [Fact, TestCategory("Test INI"), TestCategory("Neural Nets"), Priority... method TestNnMultiMomentumIniModels (line 234) | [Fact, TestCategory("Test INI"), TestCategory("Neural Nets"), Priority... class IniModelTestInformation (line 258) | public class IniModelTestInformation method IniModelTestInformation (line 260) | public IniModelTestInformation( method RunAllIniFileEvaluationTests (line 294) | public void RunAllIniFileEvaluationTests( method RunIniFileEvaluationTest (line 331) | public void RunIniFileEvaluationTest( method DirectoryBaselineCheck (line 390) | public KeyValuePair> DirectoryBaselineCheck(st... method EnsureEmptyDirectory (line 423) | public static Exception EnsureEmptyDirectory(string directory, bool is... class ProcessDebugInformation (line 460) | public class ProcessDebugInformation method ProcessDebugInformation (line 462) | public ProcessDebugInformation( method RunCommandLine (line 480) | public ProcessDebugInformation RunCommandLine(string commandLine, stri... method TestIniModels (line 511) | public TestIniModels(ITestOutputHelper output) : base(output) method TestGamRegressionIni (line 515) | [Fact] method TestGamBinaryClassificationIni (line 554) | [Fact] FILE: test/Microsoft.ML.Predictor.Tests/TestParallelFasttreeInterface.cs class FastTreeParallelInterfaceChecker (line 22) | internal sealed class FastTreeParallelInterfaceChecker : Trainers.FastTr... method CacheHistogram (line 28) | public void CacheHistogram(bool isSmallerLeaf, int featureIdx, int sub... method IsNeedFindLocalBestSplit (line 39) | public bool IsNeedFindLocalBestSplit() method FindGlobalBestSplit (line 47) | public void FindGlobalBestSplit(LeafSplitCandidates smallerChildSplitC... method GetGlobalDataCountInLeaf (line 62) | public void GetGlobalDataCountInLeaf(int leafIdx, ref int cnt) method GetLocalBinConstructionFeatures (line 71) | public bool[] GetLocalBinConstructionFeatures(int numFeatures) method GlobalMean (line 78) | public double[] GlobalMean(Dataset dataset, InternalRegressionTree tre... method PerformGlobalSplit (line 93) | public void PerformGlobalSplit(int leaf, int lteChild, int gtChild, Sp... method InitIteration (line 101) | public void InitIteration(ref bool[] activeFeatures) method InitEnvironment (line 111) | public void InitEnvironment() method InitTreeLearner (line 118) | public void InitTreeLearner(Dataset trainData, int maxNumLeaves, int m... method SyncGlobalBoundary (line 127) | public void SyncGlobalBoundary(int numFeatures, int maxBin, Double[][]... method FinalizeEnvironment (line 134) | public void FinalizeEnvironment() method FinalizeTreeLearner (line 143) | public void FinalizeTreeLearner() method FinalizeIteration (line 152) | public void FinalizeIteration() method IsSkipNonSplittableHistogram (line 161) | public bool IsSkipNonSplittableHistogram() class TestParallelFasttreeInterface (line 170) | public class TestParallelFasttreeInterface : BaseTestBaseline method TestParallelFasttreeInterface (line 172) | public TestParallelFasttreeInterface(ITestOutputHelper helper) method CheckFastTreeParallelInterface (line 177) | [Fact(Skip = "'checker' is not a valid value for the 'parag' argument ... FILE: test/Microsoft.ML.Predictor.Tests/TestPredictors.cs class TestPredictors (line 33) | public sealed partial class TestPredictors : BaseTestPredictors method Initialize (line 35) | protected override void Initialize() method InitializeEnvironment (line 41) | protected override void InitializeEnvironment(IHostEnvironment environ... method GetDatasetsForBinaryClassifierBaseTest (line 52) | public IList GetDatasetsForBinaryClassifierBaseTest() method GetDatasetsForMulticlassClassificationTest (line 61) | public IList GetDatasetsForMulticlassClassificationTest() method GetDatasetsForRegressorTest (line 72) | public IList GetDatasetsForRegressorTest() method GetDatasetsForRankingTest (line 80) | public IList GetDatasetsForRankingTest() method GetDatasetsForBinaryClassifierMoreTest (line 88) | public IList GetDatasetsForBinaryClassifierMoreTest() method GetDatasetsForClassificationWeightingPredictorsTest (line 101) | public IList GetDatasetsForClassificationWeightingPredict... method BinaryClassifierPerceptronTest (line 109) | [Fact] method BinaryPriorTest (line 119) | [Fact] method EarlyStoppingTest (line 133) | [Fact(Skip = "Need CoreTLC specific baseline update")] method MulticlassLRTest (line 150) | [X86X64Fact("Currently flaky on non x86/x64 devices. Disabling until w... method MulticlassLRNonNegativeTest (line 162) | [Fact] method MulticlassSdcaTest (line 176) | [Fact(Skip = "Need CoreTLC specific baseline update")] method MulticlassTreeFeaturizedLRTest (line 191) | [Fact] method MulticlassCVTest (line 206) | [Fact(Skip = "Need CoreTLC specific baseline update")] method MulticlassReductionTest (line 228) | [Fact] method KMeansClusteringTest (line 239) | [Fact(Skip = "Need CoreTLC specific baseline update")] method LinearClassifierTest (line 250) | [Fact] method BinaryClassifierLogisticRegressionTest (line 271) | [Fact] method BinaryClassifierSymSgdTest (line 281) | [NativeDependencyFact("MklImports")] method BinaryClassifierTesterThresholdingTest (line 292) | [Fact] method BinaryClassifierLogisticRegressionNormTest (line 305) | [Fact] method BinaryClassifierLogisticRegressionNonNegativeTest (line 318) | [Fact] method BinaryClassifierLogisticRegressionBinNormTest (line 331) | [Fact] method BinaryClassifierLogisticRegressionGaussianNormTest (line 350) | [Fact] method BinaryClassifierFastRankClassificationTest (line 363) | [Fact] method FastForestClassificationTest (line 387) | [Fact] method FastForestRegressionTest (line 404) | [Fact] method WeightingFastForestClassificationPredictorsTest (line 421) | [Fact(Skip = "Need CoreTLC specific baseline update")] method WeightingFastForestRegressionPredictorsTest (line 435) | [Fact(Skip = "Need CoreTLC specific baseline update")] method FastTreeBinaryClassificationTest (line 454) | [Fact] method LightGBMClassificationTest (line 473) | [LightGBMFact] method LightGBMPreviousModelBaselineTest (line 496) | [LightGBMFact] method GossLightGBMTest (line 511) | [LightGBMFact] method DartLightGBMTest (line 521) | [LightGBMFact] method MulticlassifierLightGBMKeyLabelTest (line 535) | [LightGBMFact] method MulticlassifierLightGBMKeyLabelU404Test (line 549) | [LightGBMFact] method RegressorLightGBMTest (line 563) | [LightGBMFact] method RegressorLightGBMMAETest (line 577) | [LightGBMFact] method RegressorLightGBMRMSETest (line 591) | [LightGBMFact] method RankingLightGBMTest (line 606) | [Fact(Skip = "Need to find ranking dataset.")] method TestTreeEnsembleCombiner (line 623) | [NotArm32Fact("RyuJit codegen issue https://github.com/dotnet/runtime/... method TestTreeEnsembleCombinerWithCategoricalSplits (line 644) | [NotArm32Fact("RyuJit codegen issue https://github.com/dotnet/runtime/... method CombineAndTestTreeEnsembles (line 667) | private void CombineAndTestTreeEnsembles(IDataView idv, PredictorModel... method TestEnsembleCombiner (line 753) | [Fact] method TestMulticlassEnsembleCombiner (line 799) | [LightGBMFact] method CombineAndTestEnsembles (line 835) | private void CombineAndTestEnsembles(IDataView idv, string name, strin... method FastTreeBinaryClassificationCategoricalSplitTest (line 970) | [Fact] method FastTreeRegressionCategoricalSplitTest (line 990) | [Fact(Skip = "Need CoreTLC specific baseline update")] method FastTreeBinaryClassificationNoOpGroupIdTest (line 1009) | [Fact] method FastTreeHighMinDocsTest (line 1029) | [Fact] method FastTreeRankingTest (line 1047) | [Fact(Skip = "Need CoreTLC specific baseline update")] method FastTreeRegressionTest (line 1064) | [Fact(Skip = "Need CoreTLC specific baseline update")] method GamRegressionTest (line 1085) | [Fact(Skip = "Need CoreTLC specific baseline update")] method GamBinaryClassificationTest (line 1104) | [Fact] method FastTreeUnderbuiltRegressionTest (line 1124) | [Fact(Skip = "Need CoreTLC specific baseline update")] method BinaryClassifierLinearSvmTest (line 1141) | [Fact(Skip = "Need CoreTLC specific baseline update")] method RegressorFastRankTest (line 1154) | [Fact(Skip = "Need CoreTLC specific baseline update")] method RegressorOgdTest (line 1171) | [Fact(Skip = "Need CoreTLC specific baseline update")] method RegressorOlsTest (line 1184) | [Fact(Skip = "Need CoreTLC specific baseline update")] method RegressorOlsTestOne (line 1197) | [NativeDependencyFact("MklImports")] method RegressorSdcaTest (line 1208) | [Fact(Skip = "Need CoreTLC specific baseline update")] method RegressorSyntheticOlsTest (line 1226) | [Fact(Skip = "Need CoreTLC specific baseline update")] method OlsWiggle (line 1439) | private float OlsWiggle(ref float value, out float deltaNorm, bool up) method WriteReloadOlsPredictor (line 1448) | private OlsLinearRegressionPredictor WriteReloadOlsPredictor(OlsLinear... method RegressorSyntheticDuplicatedOlsTest (line 1460) | [Fact(Skip = "Need CoreTLC specific baseline update")] method RankingTest (line 1534) | [Fact(Skip = "Need CoreTLC specific baseline update")] method PoissonRegressorTest (line 1550) | [Fact(Skip = "Need CoreTLC specific baseline update")] method PoissonRegressorNonNegativeTest (line 1566) | [Fact(Skip = "Need CoreTLC specific baseline update")] method MulticlassLRSparseTest (line 1582) | [Fact(Skip = "Need CoreTLC specific baseline update")] method GetDatasetsForCalibratorTest (line 1596) | public IList GetDatasetsForCalibratorTest() method DefaultCalibratorPerceptronTest (line 1604) | [Fact] method PAVCalibratorPerceptronTest (line 1616) | [Fact] method RandomCalibratorPerceptronTest (line 1628) | [Fact] method NoCalibratorLinearSvmTest (line 1640) | [Fact] method PAVCalibratorLinearSvmTest (line 1652) | [Fact] method WeightingClassificationFastRankPredictorsTest (line 1664) | [Fact(Skip = "Need CoreTLC specific baseline update")] method WeightingClassificationLRPredictorsTest (line 1688) | [Fact(Skip = "Need CoreTLC specific baseline update")] method WeightingClassificationNNPredictorsTest (line 1702) | [Fact(Skip = "Need CoreTLC specific baseline update")] method WeightingRegressionPredictorsTest (line 1716) | [Fact(Skip = "Need CoreTLC specific baseline update")] method WeightingRankingPredictorsTest (line 1731) | [Fact(Skip = "Need CoreTLC specific baseline update")] method NnConfigTests (line 1743) | [Fact(Skip = "Need CoreTLC specific baseline update")] method PcaAnomalyTest (line 1783) | [Fact(Skip = "Test flaky. Disabling until resolved.")] method OneClassSvmLibsvmWrapperTest (line 1801) | [Fact(Skip = "Need CoreTLC specific baseline update")] method OneClassSvmLibsvmWrapperDenseTest (line 1816) | [Fact(Skip = "Need CoreTLC specific baseline update")] method CompareSvmPredictorResultsToLibSvm (line 1832) | [Fact(Skip = "Need CoreTLC specific baseline update")] method TestPredictors (line 1863) | public TestPredictors(ITestOutputHelper helper) : base(helper) method CompareSvmToLibSvmCore (line 1868) | private void CompareSvmToLibSvmCore(string kernelType, string kernel, ... method IsLessThanOrEqual (line 1941) | private bool IsLessThanOrEqual(float a, float b, float maxRelError, fl... method AreEqual (line 1951) | private bool AreEqual(float a, float b, float maxRelError, float maxAb... method BinaryClassifierLDSvmTest (line 2146) | [Fact] method BinaryClassifierLDSvmNoBiasTest (line 2160) | [Fact] method BinaryClassifierFieldAwareFactorizationMachineTest (line 2174) | [FieldAwareFactorizationMachineFact] method MulticlassNaiveBayes (line 2190) | [Fact] method EnsemblesMultiClassBootstrapSelectorTest (line 2199) | [Fact] method EnsemblesDefaultTest (line 2207) | [Fact] method EnsemblesBaseLearnerTest (line 2216) | [Fact] method EnsemblesHeterogeneousTest (line 2224) | [Fact] method EnsemblesVotingCombinerTest (line 2232) | [Fact] method EnsemblesStackingCombinerTest (line 2240) | [Fact] method EnsemblesAveragerCombinerTest (line 2248) | [Fact] method EnsemblesBestPerformanceSelectorTest (line 2256) | [Fact] method EnsemblesBestDiverseSelectorTest (line 2264) | [Fact] method EnsemblesRandomPartitionInstanceSelectorTest (line 2272) | [Fact] method EnsemblesAllDataSetSelectorTest (line 2280) | [Fact] method EnsemblesRandomSubSpaceSelectorTest (line 2288) | [Fact] method EnsemblesMultiAveragerTest (line 2296) | [Fact] method EnsemblesMultiVotingCombinerTest (line 2304) | [Fact] method EnsemblesMultiStackCombinerTest (line 2312) | [Fact] method EnsemblesMultiAveragerSDCATest (line 2320) | [Fact] class TestPredictorsOld (line 1963) | public sealed partial class TestPredictorsOld method TimeSeriesAnomalyDetectorTest1 (line 1966) | [Fact(Skip = "Need CoreTLC specific baseline update")] method StreamingTimeSeriesAnomalyDetectorTest (line 2003) | [Fact(Skip = "Need CoreTLC specific baseline update")] method BinaryClassifierTrembleTest (line 2037) | [Fact(Skip = "Need CoreTLC specific baseline update")] method MulticlassClassificationTrembleTest (line 2056) | [Fact(Skip = "Need CoreTLC specific baseline update")] method BinaryClassifierDecisionTreeTest (line 2073) | [Fact(Skip = "Need CoreTLC specific baseline update")] method BinaryClassifierDecisionTreeWeightingTest (line 2091) | [Fact(Skip = "Need CoreTLC specific baseline update")] method MulticlassClassificationDecisionTreeTest (line 2107) | [Fact(Skip = "Need CoreTLC specific baseline update")] method MulticlassifierDecisionTreeWeightingTest (line 2125) | [Fact(Skip = "Need CoreTLC specific baseline update")] method TestFeatureHandlerModelReuse (line 2332) | [Fact(Skip = "Need CoreTLC specific baseline update")] class TestPredictors (line 2141) | public sealed partial class TestPredictors method Initialize (line 35) | protected override void Initialize() method InitializeEnvironment (line 41) | protected override void InitializeEnvironment(IHostEnvironment environ... method GetDatasetsForBinaryClassifierBaseTest (line 52) | public IList GetDatasetsForBinaryClassifierBaseTest() method GetDatasetsForMulticlassClassificationTest (line 61) | public IList GetDatasetsForMulticlassClassificationTest() method GetDatasetsForRegressorTest (line 72) | public IList GetDatasetsForRegressorTest() method GetDatasetsForRankingTest (line 80) | public IList GetDatasetsForRankingTest() method GetDatasetsForBinaryClassifierMoreTest (line 88) | public IList GetDatasetsForBinaryClassifierMoreTest() method GetDatasetsForClassificationWeightingPredictorsTest (line 101) | public IList GetDatasetsForClassificationWeightingPredict... method BinaryClassifierPerceptronTest (line 109) | [Fact] method BinaryPriorTest (line 119) | [Fact] method EarlyStoppingTest (line 133) | [Fact(Skip = "Need CoreTLC specific baseline update")] method MulticlassLRTest (line 150) | [X86X64Fact("Currently flaky on non x86/x64 devices. Disabling until w... method MulticlassLRNonNegativeTest (line 162) | [Fact] method MulticlassSdcaTest (line 176) | [Fact(Skip = "Need CoreTLC specific baseline update")] method MulticlassTreeFeaturizedLRTest (line 191) | [Fact] method MulticlassCVTest (line 206) | [Fact(Skip = "Need CoreTLC specific baseline update")] method MulticlassReductionTest (line 228) | [Fact] method KMeansClusteringTest (line 239) | [Fact(Skip = "Need CoreTLC specific baseline update")] method LinearClassifierTest (line 250) | [Fact] method BinaryClassifierLogisticRegressionTest (line 271) | [Fact] method BinaryClassifierSymSgdTest (line 281) | [NativeDependencyFact("MklImports")] method BinaryClassifierTesterThresholdingTest (line 292) | [Fact] method BinaryClassifierLogisticRegressionNormTest (line 305) | [Fact] method BinaryClassifierLogisticRegressionNonNegativeTest (line 318) | [Fact] method BinaryClassifierLogisticRegressionBinNormTest (line 331) | [Fact] method BinaryClassifierLogisticRegressionGaussianNormTest (line 350) | [Fact] method BinaryClassifierFastRankClassificationTest (line 363) | [Fact] method FastForestClassificationTest (line 387) | [Fact] method FastForestRegressionTest (line 404) | [Fact] method WeightingFastForestClassificationPredictorsTest (line 421) | [Fact(Skip = "Need CoreTLC specific baseline update")] method WeightingFastForestRegressionPredictorsTest (line 435) | [Fact(Skip = "Need CoreTLC specific baseline update")] method FastTreeBinaryClassificationTest (line 454) | [Fact] method LightGBMClassificationTest (line 473) | [LightGBMFact] method LightGBMPreviousModelBaselineTest (line 496) | [LightGBMFact] method GossLightGBMTest (line 511) | [LightGBMFact] method DartLightGBMTest (line 521) | [LightGBMFact] method MulticlassifierLightGBMKeyLabelTest (line 535) | [LightGBMFact] method MulticlassifierLightGBMKeyLabelU404Test (line 549) | [LightGBMFact] method RegressorLightGBMTest (line 563) | [LightGBMFact] method RegressorLightGBMMAETest (line 577) | [LightGBMFact] method RegressorLightGBMRMSETest (line 591) | [LightGBMFact] method RankingLightGBMTest (line 606) | [Fact(Skip = "Need to find ranking dataset.")] method TestTreeEnsembleCombiner (line 623) | [NotArm32Fact("RyuJit codegen issue https://github.com/dotnet/runtime/... method TestTreeEnsembleCombinerWithCategoricalSplits (line 644) | [NotArm32Fact("RyuJit codegen issue https://github.com/dotnet/runtime/... method CombineAndTestTreeEnsembles (line 667) | private void CombineAndTestTreeEnsembles(IDataView idv, PredictorModel... method TestEnsembleCombiner (line 753) | [Fact] method TestMulticlassEnsembleCombiner (line 799) | [LightGBMFact] method CombineAndTestEnsembles (line 835) | private void CombineAndTestEnsembles(IDataView idv, string name, strin... method FastTreeBinaryClassificationCategoricalSplitTest (line 970) | [Fact] method FastTreeRegressionCategoricalSplitTest (line 990) | [Fact(Skip = "Need CoreTLC specific baseline update")] method FastTreeBinaryClassificationNoOpGroupIdTest (line 1009) | [Fact] method FastTreeHighMinDocsTest (line 1029) | [Fact] method FastTreeRankingTest (line 1047) | [Fact(Skip = "Need CoreTLC specific baseline update")] method FastTreeRegressionTest (line 1064) | [Fact(Skip = "Need CoreTLC specific baseline update")] method GamRegressionTest (line 1085) | [Fact(Skip = "Need CoreTLC specific baseline update")] method GamBinaryClassificationTest (line 1104) | [Fact] method FastTreeUnderbuiltRegressionTest (line 1124) | [Fact(Skip = "Need CoreTLC specific baseline update")] method BinaryClassifierLinearSvmTest (line 1141) | [Fact(Skip = "Need CoreTLC specific baseline update")] method RegressorFastRankTest (line 1154) | [Fact(Skip = "Need CoreTLC specific baseline update")] method RegressorOgdTest (line 1171) | [Fact(Skip = "Need CoreTLC specific baseline update")] method RegressorOlsTest (line 1184) | [Fact(Skip = "Need CoreTLC specific baseline update")] method RegressorOlsTestOne (line 1197) | [NativeDependencyFact("MklImports")] method RegressorSdcaTest (line 1208) | [Fact(Skip = "Need CoreTLC specific baseline update")] method RegressorSyntheticOlsTest (line 1226) | [Fact(Skip = "Need CoreTLC specific baseline update")] method OlsWiggle (line 1439) | private float OlsWiggle(ref float value, out float deltaNorm, bool up) method WriteReloadOlsPredictor (line 1448) | private OlsLinearRegressionPredictor WriteReloadOlsPredictor(OlsLinear... method RegressorSyntheticDuplicatedOlsTest (line 1460) | [Fact(Skip = "Need CoreTLC specific baseline update")] method RankingTest (line 1534) | [Fact(Skip = "Need CoreTLC specific baseline update")] method PoissonRegressorTest (line 1550) | [Fact(Skip = "Need CoreTLC specific baseline update")] method PoissonRegressorNonNegativeTest (line 1566) | [Fact(Skip = "Need CoreTLC specific baseline update")] method MulticlassLRSparseTest (line 1582) | [Fact(Skip = "Need CoreTLC specific baseline update")] method GetDatasetsForCalibratorTest (line 1596) | public IList GetDatasetsForCalibratorTest() method DefaultCalibratorPerceptronTest (line 1604) | [Fact] method PAVCalibratorPerceptronTest (line 1616) | [Fact] method RandomCalibratorPerceptronTest (line 1628) | [Fact] method NoCalibratorLinearSvmTest (line 1640) | [Fact] method PAVCalibratorLinearSvmTest (line 1652) | [Fact] method WeightingClassificationFastRankPredictorsTest (line 1664) | [Fact(Skip = "Need CoreTLC specific baseline update")] method WeightingClassificationLRPredictorsTest (line 1688) | [Fact(Skip = "Need CoreTLC specific baseline update")] method WeightingClassificationNNPredictorsTest (line 1702) | [Fact(Skip = "Need CoreTLC specific baseline update")] method WeightingRegressionPredictorsTest (line 1716) | [Fact(Skip = "Need CoreTLC specific baseline update")] method WeightingRankingPredictorsTest (line 1731) | [Fact(Skip = "Need CoreTLC specific baseline update")] method NnConfigTests (line 1743) | [Fact(Skip = "Need CoreTLC specific baseline update")] method PcaAnomalyTest (line 1783) | [Fact(Skip = "Test flaky. Disabling until resolved.")] method OneClassSvmLibsvmWrapperTest (line 1801) | [Fact(Skip = "Need CoreTLC specific baseline update")] method OneClassSvmLibsvmWrapperDenseTest (line 1816) | [Fact(Skip = "Need CoreTLC specific baseline update")] method CompareSvmPredictorResultsToLibSvm (line 1832) | [Fact(Skip = "Need CoreTLC specific baseline update")] method TestPredictors (line 1863) | public TestPredictors(ITestOutputHelper helper) : base(helper) method CompareSvmToLibSvmCore (line 1868) | private void CompareSvmToLibSvmCore(string kernelType, string kernel, ... method IsLessThanOrEqual (line 1941) | private bool IsLessThanOrEqual(float a, float b, float maxRelError, fl... method AreEqual (line 1951) | private bool AreEqual(float a, float b, float maxRelError, float maxAb... method BinaryClassifierLDSvmTest (line 2146) | [Fact] method BinaryClassifierLDSvmNoBiasTest (line 2160) | [Fact] method BinaryClassifierFieldAwareFactorizationMachineTest (line 2174) | [FieldAwareFactorizationMachineFact] method MulticlassNaiveBayes (line 2190) | [Fact] method EnsemblesMultiClassBootstrapSelectorTest (line 2199) | [Fact] method EnsemblesDefaultTest (line 2207) | [Fact] method EnsemblesBaseLearnerTest (line 2216) | [Fact] method EnsemblesHeterogeneousTest (line 2224) | [Fact] method EnsemblesVotingCombinerTest (line 2232) | [Fact] method EnsemblesStackingCombinerTest (line 2240) | [Fact] method EnsemblesAveragerCombinerTest (line 2248) | [Fact] method EnsemblesBestPerformanceSelectorTest (line 2256) | [Fact] method EnsemblesBestDiverseSelectorTest (line 2264) | [Fact] method EnsemblesRandomPartitionInstanceSelectorTest (line 2272) | [Fact] method EnsemblesAllDataSetSelectorTest (line 2280) | [Fact] method EnsemblesRandomSubSpaceSelectorTest (line 2288) | [Fact] method EnsemblesMultiAveragerTest (line 2296) | [Fact] method EnsemblesMultiVotingCombinerTest (line 2304) | [Fact] method EnsemblesMultiStackCombinerTest (line 2312) | [Fact] method EnsemblesMultiAveragerSDCATest (line 2320) | [Fact] class TestPredictorsOld (line 2330) | public sealed partial class TestPredictorsOld method TimeSeriesAnomalyDetectorTest1 (line 1966) | [Fact(Skip = "Need CoreTLC specific baseline update")] method StreamingTimeSeriesAnomalyDetectorTest (line 2003) | [Fact(Skip = "Need CoreTLC specific baseline update")] method BinaryClassifierTrembleTest (line 2037) | [Fact(Skip = "Need CoreTLC specific baseline update")] method MulticlassClassificationTrembleTest (line 2056) | [Fact(Skip = "Need CoreTLC specific baseline update")] method BinaryClassifierDecisionTreeTest (line 2073) | [Fact(Skip = "Need CoreTLC specific baseline update")] method BinaryClassifierDecisionTreeWeightingTest (line 2091) | [Fact(Skip = "Need CoreTLC specific baseline update")] method MulticlassClassificationDecisionTreeTest (line 2107) | [Fact(Skip = "Need CoreTLC specific baseline update")] method MulticlassifierDecisionTreeWeightingTest (line 2125) | [Fact(Skip = "Need CoreTLC specific baseline update")] method TestFeatureHandlerModelReuse (line 2332) | [Fact(Skip = "Need CoreTLC specific baseline update")] FILE: test/Microsoft.ML.Predictor.Tests/TestTransposer.cs class TestTransposer (line 18) | public sealed class TestTransposer : TestDataPipeBase method TestTransposer (line 20) | public TestTransposer(ITestOutputHelper helper) : base(helper) method NaiveTranspose (line 24) | private static T[] NaiveTranspose(IDataView view, int col) method TransposeCheckHelper (line 65) | private static void TransposeCheckHelper(IDataView view, int viewCo... method GenerateHelper (line 105) | private static VBuffer[] GenerateHelper( method GenerateHelper (line 139) | private static T[] GenerateHelper(int rowCount, Double density, Ran... method TransposerTest (line 150) | [Fact] method TransposerSaverLoaderTest (line 216) | [Fact] FILE: test/Microsoft.ML.Predictor.Tests/TestTrivialPredictors.cs class TestTrivialPredictors (line 15) | public class TestTrivialPredictors method CheckOutput (line 17) | private static void CheckOutput(Float expected, Float actual) method CheckOutput (line 22) | private static void CheckOutput(Float[] expected, Float[] actual) method TrivialHelper (line 35) | private static void TrivialHelper(Func() class DefaultSearchSpace (line 308) | private class DefaultSearchSpace class BasicSearchSpace (line 327) | private class BasicSearchSpace class NestSearchSpace (line 353) | private class NestSearchSpace class DoubleConverter (line 365) | class DoubleConverter : JsonConverter method Read (line 367) | public override double Read(ref Utf8JsonReader reader, Type typeToCo... method Write (line 370) | public override void Write(Utf8JsonWriter writer, double value, Json... class SingleConverter (line 376) | class SingleConverter : JsonConverter method Read (line 378) | public override float Read(ref Utf8JsonReader reader, Type typeToCon... method Write (line 381) | public override void Write(Utf8JsonWriter writer, float value, JsonS... FILE: test/Microsoft.ML.SearchSpace.Tests/TestBase.cs class TestBase (line 15) | public abstract class TestBase method TestBase (line 17) | public TestBase(ITestOutputHelper output) method GetFileFromTestData (line 37) | protected string GetFileFromTestData(string fileName) method GetFolderFromTestData (line 49) | protected string GetFolderFromTestData(string folderName) FILE: test/Microsoft.ML.SearchSpace.Tests/UniformNumericOptionTests.cs class UniformNumericOptionTests (line 14) | public class UniformNumericOptionTests : TestBase method UniformNumericOptionTests (line 16) | public UniformNumericOptionTests(ITestOutputHelper output) : base(output) method Uniform_integer_option_sampling_from_uniform_space_test (line 20) | [Fact] method Uniform_log_integer_option_sampling_from_uniform_space_test (line 31) | [Fact] method Uniform_integer_option_mapping_to_uniform_space_test (line 42) | [Fact] method Uniform_integer_option_mapping_to_uniform_space_test_2 (line 53) | [Fact] method Uniform_log_integer_option_mapping_to_uniform_space_test (line 60) | [Fact] method Uniform_double_option_sampling_from_uniform_space_test (line 74) | [Fact] method Uniform_log_double_option_sampling_from_uniform_space_test (line 87) | [Fact] method Uniform_double_option_mapping_to_uniform_space_test (line 100) | [Fact] method Uniform_log_double_option_mapping_to_uniform_space_test (line 111) | [Fact] method Uniform_log_double_option_round_up_test (line 125) | [Fact] FILE: test/Microsoft.ML.Sweeper.Tests/SweeperTest.cs class SweeperTest (line 11) | public class SweeperTest : BaseTestClass method SweeperTest (line 13) | public SweeperTest(ITestOutputHelper output) : base(output) method UniformRandomSweeperReturnsDistinctValuesWhenProposeSweep (line 17) | [Fact] method RandomGridSweeperReturnsDistinctValuesWhenProposeSweep (line 34) | [Fact] method CreateDiscreteValueGenerator (line 51) | private static DiscreteValueGenerator CreateDiscreteValueGenerator() FILE: test/Microsoft.ML.Sweeper.Tests/TestSweeper.cs class TestSweeper (line 20) | public sealed class TestSweeper : BaseTestBaseline method TestSweeper (line 22) | public TestSweeper(ITestOutputHelper output) : base(output) method TestLongValueSweep (line 26) | [Theory] method TestLongValueGeneratorRoundTrip (line 38) | [Fact] method TestFloatValueSweep (line 53) | [Theory] method TestFloatValueGeneratorRoundTrip (line 65) | [Fact] method TestDiscreteValueSweep (line 79) | [Theory] method TestRandomSweeper (line 90) | [Fact] method TestSimpleSweeperAsync (line 129) | [Fact] method TestDeterministicSweeperAsyncCancellation (line 179) | [Fact] method TestDeterministicSweeperAsync (line 229) | [Fact] method TestDeterministicSweeperAsyncParallel (line 297) | [Fact] method TestNelderMeadSweeperAsync (line 349) | [Fact] method CheckAsyncSweeperResult (line 403) | private void CheckAsyncSweeperResult(List paramSets) method TestRandomGridSweeper (line 428) | [Fact] method TestNelderMeadSweeper (line 537) | [Fact] method TestNelderMeadSweeperWithDefaultFirstBatchSweeper (line 593) | [Fact] method TestSmacSweeper (line 641) | [Fact] FILE: test/Microsoft.ML.TensorFlow.Tests/TensorFlowEstimatorTests.cs class NoParallelizationCollection (line 20) | [CollectionDefinition("NoParallelization", DisableParallelization = true)] class TensorFlowEstimatorTests (line 23) | [Collection("NoParallelization")] class TestData (line 26) | private class TestData class TestDataSize (line 33) | private class TestDataSize class TestDataXY (line 40) | private class TestDataXY class TestDataDifferentType (line 47) | private class TestDataDifferentType method TensorFlowEstimatorTests (line 55) | public TensorFlowEstimatorTests(ITestOutputHelper output) : base(output) method TestSimpleCase (line 59) | [TensorFlowFact] method TestOldSavingAndLoading (line 100) | [TensorFlowFact] method TestCommandLine (line 137) | [TensorFlowFact] method TestTensorFlow (line 145) | [TensorFlowFact] method TreatOutputAsBatched (line 187) | [TensorFlowFact] method TestTensorFlowWithSchema (line 235) | [TensorFlowFact] method TestLoadMultipleModel (line 282) | [TensorFlowFact] method ValidateTensorFlowTransformer (line 297) | private void ValidateTensorFlowTransformer(IDataView result) FILE: test/Microsoft.ML.TensorFlow.Tests/TensorflowTests.cs class TensorFlowScenariosTestsFixture (line 29) | internal sealed class TensorFlowScenariosTestsFixture : IDisposable method CreateParentWorkspacePathForImageClassification (line 34) | internal static void CreateParentWorkspacePathForImageClassification() method TensorFlowScenariosTestsFixture (line 49) | static TensorFlowScenariosTestsFixture() method Dispose (line 54) | public void Dispose() class TensorFlowScenariosTests (line 60) | public sealed class TensorFlowScenariosTests : BaseTestClass, IClassFixt... method TensorFlowScenariosTests (line 67) | public TensorFlowScenariosTests(ITestOutputHelper output) : base(output) method Initialize (line 80) | protected override void Initialize() method Cleanup (line 87) | protected override void Cleanup() class TestData (line 93) | private class TestData class CifarData (line 101) | public class CifarData class CifarPrediction (line 110) | public class CifarPrediction class ImageNetData (line 116) | public class ImageNetData class ImageNetPrediction (line 125) | public class ImageNetPrediction method TensorFlowTransforCifarEndToEndTest2 (line 131) | [TensorFlowFact] method TensorFlowTransformMatrixMultiplicationTest (line 184) | [TensorFlowFact] class ShapeData (line 232) | private class ShapeData method GetShapeData (line 260) | private List GetShapeData() method TensorFlowTransformInputShapeTest (line 282) | [TensorFlowFact] // TensorFlow is 64-bit only class TypesData (line 345) | private class TypesData method TensorFlowTransformInputOutputTypesTest (line 374) | [TensorFlowFact] method TensorFlowTransformObjectDetectionTest (line 500) | [Fact(Skip = "Model files are not available yet")] method TensorFlowTransformInceptionTest (line 534) | [Fact(Skip = "Model files are not available yet")] method TensorFlowInputsOutputsSchemaTest (line 576) | [TensorFlowFact] method TensorFlowTransformMNISTConvTest (line 652) | [TensorFlowFact] method TensorFlowTransformMNISTLRTrainingTest (line 691) | [TensorFlowFact] method CleanUp (line 761) | private void CleanUp(string modelLocation) method TensorFlowTransformMNISTConvTrainingTest (line 773) | [TensorFlowFact] method ExecuteTFTransformMNISTConvTrainingTest (line 783) | private void ExecuteTFTransformMNISTConvTrainingTest(bool shuffle, int... method TensorFlowTransformMNISTConvSavedModelTest (line 874) | [TensorFlowFact] method GetOneMNISTExample (line 918) | private MNISTData GetOneMNISTExample() method GetMaxIndexForOnePrediction (line 968) | private int GetMaxIndexForOnePrediction(MNISTPrediction onePrediction) class MNISTData (line 983) | public class MNISTData class MNISTPrediction (line 991) | public class MNISTPrediction method TensorFlowTransformCifar (line 997) | [TensorFlowFact] method TensorFlowTransformCifarSavedModel (line 1058) | [TensorFlowFact] method TensorFlowTransformCifarCrossValidationWithInMemoryImages (line 1102) | [TensorFlowFact] method TensorFlowGettingSchemaMultipleTimes (line 1128) | [TensorFlowFact] method TensorFlowSaveAndLoadSavedModel (line 1140) | [TensorFlowFact] method TensorFlowTransformCifarInvalidShape (line 1217) | [TensorFlowFact] class TensorFlowSentiment (line 1254) | public class TensorFlowSentiment method TensorFlowSentimentClassificationTest (line 1263) | [TensorFlowFact] class TextInput (line 1309) | class TextInput class TextOutput (line 1320) | class TextOutput class PrimitiveInput (line 1329) | class PrimitiveInput class PrimitiveOutput (line 1338) | class PrimitiveOutput method TensorFlowStringTest (line 1343) | [TensorFlowFact] method TensorFlowPrimitiveInputTest (line 1370) | [TensorFlowFact] method TensorFlowImageClassificationDefault (line 1399) | [TensorFlowFact] method ShouldReuse (line 1446) | internal bool ShouldReuse(string workspacePath, string trainSetBottlen... method getInitialParameters (line 1461) | internal (string, string, string, bool) getInitialParameters(ImageClas... method TensorFlowImageClassification (line 1470) | [TensorFlowTheory] method TensorFlowImageClassificationWithExponentialLRScheduling (line 1595) | [TensorFlowFact] method TensorFlowImageClassificationWithPolynomialLRScheduling (line 1601) | [TensorFlowFact] method TensorFlowImageClassificationWithLRScheduling (line 1607) | internal void TensorFlowImageClassificationWithLRScheduling(LearningRa... method TensorFlowImageClassificationEarlyStopping (line 1759) | [TensorFlowTheory] method TensorFlowImageClassificationBadImages (line 1841) | [TensorFlowFact] method LoadImagesFromDirectory (line 1911) | public static IEnumerable LoadImagesFromDirectory(string fo... method DownloadImageSet (line 1951) | public string DownloadImageSet(string imagesDownloadFolder) method DownloadBadImageSet (line 1965) | public string DownloadBadImageSet(string imagesDownloadFolder) method Download (line 1976) | private bool Download(string url, string destDir, string destFileName) method UnZip (line 2005) | private static void UnZip(String gzArchiveName, String destFolder) class ImageData (line 2019) | public class ImageData class ImagePrediction (line 2028) | public class ImagePrediction method GetTemporaryDirectory (line 2037) | private static string GetTemporaryDirectory() method TensorflowPlaceholderShapeInferenceTest (line 2044) | [TensorFlowFact] FILE: test/Microsoft.ML.TestFramework/Attributes/BenchmarkTheoryAttribute.cs class BenchmarkTheoryAttribute (line 10) | public sealed class BenchmarkTheoryAttribute : EnvironmentSpecificTheory... method BenchmarkTheoryAttribute (line 23) | public BenchmarkTheoryAttribute() : base(SkipMessage) method IsEnvironmentSupported (line 27) | protected override bool IsEnvironmentSupported() => _isEnvironmentSupp... FILE: test/Microsoft.ML.TestFramework/Attributes/LightGBMFactAttribute.cs class LightGBMFactAttribute (line 14) | public sealed class LightGBMFactAttribute : EnvironmentSpecificFactAttri... method LightGBMFactAttribute (line 16) | public LightGBMFactAttribute() : base("LightGBM is 64-bit only") method IsEnvironmentSupported (line 21) | protected override bool IsEnvironmentSupported() FILE: test/Microsoft.ML.TestFramework/Attributes/LightGBMTheoryAttribute.cs class LightGBMTheoryAttribute (line 14) | public sealed class LightGBMTheoryAttribute : EnvironmentSpecificTheoryA... method LightGBMTheoryAttribute (line 16) | public LightGBMTheoryAttribute() : base("LightGBM is 64-bit only") method IsEnvironmentSupported (line 21) | protected override bool IsEnvironmentSupported() FILE: test/Microsoft.ML.TestFramework/Attributes/NotArm32FactAttribute.cs class NotArm32FactAttribute (line 11) | class NotArm32FactAttribute : EnvironmentSpecificFactAttribute method NotArm32FactAttribute (line 13) | public NotArm32FactAttribute(string skipMessage) : base(skipMessage) method IsEnvironmentSupported (line 18) | protected override bool IsEnvironmentSupported() FILE: test/Microsoft.ML.TestFramework/Attributes/OnnxTheoryAttribute.cs class OnnxTheoryAttribute (line 14) | public sealed class OnnxTheoryAttribute : EnvironmentSpecificTheoryAttri... method OnnxTheoryAttribute (line 16) | public OnnxTheoryAttribute() : base("Onnx is 64-bit Windows only") method IsEnvironmentSupported (line 21) | protected override bool IsEnvironmentSupported() FILE: test/Microsoft.ML.TestFramework/Attributes/TensorflowFactAttribute.cs class TensorFlowFactAttribute (line 14) | public sealed class TensorFlowFactAttribute : EnvironmentSpecificFactAtt... method TensorFlowFactAttribute (line 16) | public TensorFlowFactAttribute() : base("TensorFlow is 64-bit only and... method IsEnvironmentSupported (line 21) | protected override bool IsEnvironmentSupported() FILE: test/Microsoft.ML.TestFramework/Attributes/TensorflowTheoryAttribute.cs class TensorFlowTheoryAttribute (line 14) | public sealed class TensorFlowTheoryAttribute : EnvironmentSpecificTheor... method TensorFlowTheoryAttribute (line 16) | public TensorFlowTheoryAttribute() : base("TensorFlow is 64-bit only a... method IsEnvironmentSupported (line 21) | protected override bool IsEnvironmentSupported() FILE: test/Microsoft.ML.TestFramework/Attributes/TorchSharpFactAttribute.cs class TorchSharpFactAttribute (line 14) | public sealed class TorchSharpFactAttribute : EnvironmentSpecificFactAtt... method TorchSharpFactAttribute (line 16) | public TorchSharpFactAttribute() : base("TorchSharp is 64-bit only and... method IsEnvironmentSupported (line 21) | protected override bool IsEnvironmentSupported() FILE: test/Microsoft.ML.TestFramework/BaseTestBaseline.cs class BaseTestBaseline (line 27) | public abstract partial class BaseTestBaseline : BaseTestClass method BaseTestBaseline (line 31) | protected BaseTestBaseline(ITestOutputHelper output) : base(output) method Initialize (line 89) | protected override void Initialize() method GetConfigurationDirs (line 114) | private IEnumerable GetConfigurationDirs() method LogTestOutput (line 175) | private void LogTestOutput(object sender, LoggingEventArgs e) method Cleanup (line 184) | protected override void Cleanup() method Done (line 215) | protected void Done() method Check (line 224) | protected bool Check(bool f, string msg) method Check (line 231) | protected bool Check(bool f, string msg, params object[] args) method Fail (line 238) | protected void Fail(string fmt, params object[] args) method Log (line 253) | protected void Log(string msg) method Log (line 261) | protected void Log(string fmt, params object[] args) method GetBaselinePath (line 269) | protected string GetBaselinePath(string name) method GetBaselinePath (line 278) | protected string GetBaselinePath(string subDir, string name) method Normalize (line 333) | protected void Normalize(string path) method CheckEquality (line 384) | protected bool CheckEquality(string dir, string name, string nameBase ... method CheckEqualityNormalized (line 394) | protected bool CheckEqualityNormalized(string dir, string name, string... method CheckEqualityCore (line 400) | protected bool CheckEqualityCore(string dir, string name, string nameB... method FirstIsSuffix (line 438) | private bool FirstIsSuffix(IEnumerator suffix, IEnumerator se... method LineEnumerator (line 479) | private IEnumerator LineEnumerator(TextReader reader, Func(string leftColumnName, string r... method CompareScalarValues (line 797) | private void CompareScalarValues(T expected, T actual, int precision) method CheckEqualityApprox (line 820) | protected void CheckEqualityApprox(string dir, string name, bool norma... method CheckEqualityApproxCore (line 844) | private void CheckEqualityApproxCore(string relPath, string basePath, ... method GetTolerance (line 915) | private double GetTolerance(Float value) method CheckOutFile (line 938) | private bool CheckOutFile(string outPath) method CheckBaseFile (line 952) | private bool CheckBaseFile(string basePath) method RunMTAThread (line 963) | public void RunMTAThread(ThreadStart fn) method OpenWriter (line 998) | protected static StreamWriter OpenWriter(string path, bool append = fa... method OpenReader (line 1010) | protected static StreamReader OpenReader(string path) method MainForTest (line 1022) | protected int MainForTest(string args) type NumberParseOption (line 1027) | public enum NumberParseOption class TestBaselineNormalize (line 1035) | public partial class TestBaselineNormalize : BaseTestBaseline method TestTimeRegex (line 1037) | [Fact(Skip = "Need CoreTLC specific baseline update")] FILE: test/Microsoft.ML.TestFramework/BaseTestClass.cs class BaseTestClass (line 21) | public class BaseTestClass : IDisposable method BaseTestClass (line 29) | static BaseTestClass() method BaseTestClass (line 42) | public BaseTestClass(ITestOutputHelper output, bool gcAfterTests = false) method Dispose (line 78) | void IDisposable.Dispose() method Initialize (line 86) | protected virtual void Initialize() method Cleanup (line 90) | protected virtual void Cleanup() method GetDataPath (line 104) | public static string GetDataPath(string name) method GetDataPath (line 111) | public static string GetDataPath(string subDir, string name) method GetOutputPath (line 118) | protected string GetOutputPath(string name) method GetOutputPath (line 123) | protected string GetOutputPath(string subDir, string name) method DeleteOutputPath (line 128) | protected string DeleteOutputPath(string subDir, string name) method DeleteOutputPath (line 133) | protected string DeleteOutputPath(string name) FILE: test/Microsoft.ML.TestFramework/BaseTestPredictorsMaml.cs class BaseTestPredictors (line 20) | public abstract partial class BaseTestPredictors : TestDmCommandBase type Cmd (line 22) | public enum Cmd class RunContext (line 33) | protected sealed class RunContext : RunContextBase method RunContext (line 50) | public RunContext(TestCommandBase test, Cmd cmd, PredictorAndArgs pr... method ModelPath (line 69) | public override OutputPath ModelPath() method TestCtx (line 74) | public RunContextBase TestCtx() class TestImpl (line 79) | private sealed class TestImpl : RunContextBase method TestImpl (line 83) | public TestImpl(RunContextBase ctx) : method Run (line 95) | protected void Run(RunContext ctx, int digitsOfPrecision = DigitsOfPre... method RunResultProcessorTest (line 284) | protected void RunResultProcessorTest(string[] dataFiles, string outPa... method GetNamePrefix (line 304) | private static string GetNamePrefix(string testType, PredictorAndArgs ... method GetLoaderTransformSettings (line 324) | public string GetLoaderTransformSettings(TestDataset dataset) method RunAllTests (line 341) | protected void RunAllTests( method RunOneAllTests (line 357) | protected void RunOneAllTests(PredictorAndArgs predictor, TestDataset ... method RunOneTrain (line 369) | protected RunContext RunOneTrain(PredictorAndArgs predictor, TestDatas... method Run_Train (line 379) | protected RunContext Run_Train(PredictorAndArgs predictor, TestDataset... method Run_TrainTest (line 390) | protected void Run_TrainTest(PredictorAndArgs predictor, TestDataset d... method Run_TrainSaveTest (line 405) | protected void Run_TrainSaveTest(PredictorAndArgs predictor, TestDatas... method Run_Test (line 417) | protected void Run_Test(PredictorAndArgs predictor, TestDataset datase... method Run_CV (line 430) | protected void Run_CV(PredictorAndArgs predictor, TestDataset dataset, method AddIfNotEmpty (line 448) | private static void AddIfNotEmpty(List list, OutputPath val, s... method AddIfNotEmpty (line 457) | private static void AddIfNotEmpty(List list, object val, strin... method JoinOptions (line 467) | public static string[] JoinOptions(params string[][] options) FILE: test/Microsoft.ML.TestFramework/BytesStreamSource.cs class BytesStreamSource (line 15) | public sealed class BytesStreamSource : IMultiStreamSource method BytesStreamSource (line 21) | public BytesStreamSource(byte[] data) method BytesStreamSource (line 27) | public BytesStreamSource(string data) method GetPathOrNull (line 32) | public string GetPathOrNull(int index) method Open (line 38) | public Stream Open(int index) method OpenTextReader (line 44) | public TextReader OpenTextReader(int index) FILE: test/Microsoft.ML.TestFramework/CopyAction.cs class CopyAction (line 10) | public class CopyAction method CopyAll (line 12) | private static void CopyAll(string sourcePath, string destinationPath) method Execute (line 43) | public static void Execute() FILE: test/Microsoft.ML.TestFramework/DataPipe/Parquet.cs class TestParquet (line 11) | public sealed partial class TestParquet : TestDataPipeBase method Initialize (line 13) | protected override void Initialize() method TestParquetPrimitiveDataTypes (line 19) | [Fact] method TestParquetNull (line 27) | [Fact] FILE: test/Microsoft.ML.TestFramework/DataPipe/PartitionedFileLoaderTests.cs class PartitionedFileLoaderTests (line 12) | public class PartitionedFileLoaderTests : TestDataPipeBase method Initialize (line 14) | protected override void Initialize() method PartitionedFileLoaderTests (line 20) | public PartitionedFileLoaderTests(ITestOutputHelper output) method PartitionedNamedDirectories (line 26) | [Fact] method PartitionedUnnamedDirectories (line 40) | [Fact] FILE: test/Microsoft.ML.TestFramework/DataPipe/TestDataPipe.cs class TestDataPipe (line 21) | public sealed partial class TestDataPipe : TestDataPipeBase method SavePipeLabelParsers (line 37) | [Fact()] method SavePipeWithHeader (line 165) | [Fact] method SavePipeKeyToVec (line 188) | [Fact] method SavePipeConcatUnknownLength (line 246) | [Fact] method SavePipeNgram (line 273) | [Fact] method SavePipeNgramSparse (line 292) | [Fact] method SavePipeConcatWithAliases (line 313) | [Fact] method SavePipeTermDictionary (line 340) | [Fact(Skip = "Possible bug in HashTransform, needs some more investiga... method SavePipeCat (line 411) | [Fact] method SavePipeHash (line 425) | [Fact()] method SavePipeCountSelect (line 454) | [Fact] method SavePipeCountSelectWithSparse (line 474) | [Fact(Skip = "Should be enabled after NAHandle is converted to use Sel... method VerifyMatch (line 497) | private bool VerifyMatch(TSrc src, TDst dst, ValueMapper(T[] data, uint[] results, Numb... method TestHashTransformVectorHelper (line 1130) | private void TestHashTransformVectorHelper(T[][] data, uint[][] res... method TestHashTransformVectorHelper (line 1137) | private void TestHashTransformVectorHelper(VBuffer data, uint[][... method TestHashTransformVectorHelper (line 1144) | private void TestHashTransformVectorHelper(ArrayDataViewBuilder builde... method ArrayDataViewBuilder (line 1164) | [Fact] method ArrayDataViewBuilderNoRows (line 1256) | [Fact] method ArrayDataViewBuilderNoRowsNoCols (line 1271) | [Fact] method ArrayDataViewBuilderNoCols (line 1294) | [Fact] method SavePipeExpr (line 1317) | [Fact] method SavePipeCountTable (line 1439) | [Fact] method SavePipeCountTableShared (line 1452) | [Fact] method SavePipeCountTargetEncoding (line 1465) | [Fact] method SavePipeCountTargetEncodingKeyLabel (line 1478) | [Fact] method SavePipeCountTargetEncodingLoadModel (line 1492) | [Fact] class TestDataPipeNoBaseline (line 1531) | public sealed partial class TestDataPipeNoBaseline : TestDataViewBase method TestLDATransform (line 1533) | [Fact] method TestLdaTransformerEmptyDocumentException (line 1589) | [Fact] FILE: test/Microsoft.ML.TestFramework/DataPipe/TestDataPipeBase.cs class TestDataPipeBase (line 21) | public abstract partial class TestDataPipeBase : TestDataViewBase method TestEstimatorCore (line 33) | protected void TestEstimatorCore(IEstimator estimator, method CheckSameSchemaShape (line 154) | private void CheckSameSchemaShape(SchemaShape promised, SchemaShape de... method TestCore (line 179) | internal ILegacyDataLoader TestCore(string pathData, bool keepHidden, ... method CreatePipeDataLoader (line 311) | private ILegacyDataLoader CreatePipeDataLoader(IHostEnvironment env, s... method VerifyArgParsing (line 328) | protected void VerifyArgParsing(IHostEnvironment env, string[] strs) method VerifyCustArgs (line 344) | protected void VerifyCustArgs(IHostEnvironment env, ICompo... method SaveLoadText (line 375) | protected bool SaveLoadText(IDataView view, IHostEnvironment env, method SavePipe (line 435) | private protected string SavePipe(ILegacyDataLoader pipe, string suffi... method Concat (line 450) | protected string[] Concat(string[] args1, string[] args2) method LoadPipe (line 458) | private ILegacyDataLoader LoadPipe(string pathModel, IHostEnvironment ... method CheckMetadataTypes (line 471) | protected bool CheckMetadataTypes(DataViewSchema sch) method SaveLoad (line 522) | protected bool SaveLoad(IDataView view, IHostEnvironment env, string s... method SaveLoadTransposed (line 569) | protected bool SaveLoadTransposed(IDataView view, IHostEnvironment env... class TestDataViewBase (line 620) | public abstract partial class TestDataViewBase : BaseTestBaseline class SentimentData (line 623) | public class SentimentData class SentimentPrediction (line 630) | public class SentimentPrediction method Failed (line 638) | protected bool Failed() method EqualTypes (line 644) | protected bool EqualTypes(DataViewType type1, DataViewType type2, bool... method CheckSameValues (line 652) | protected bool CheckSameValues(IDataView view1, IDataView view2, bool ... method CheckSameValues (line 701) | protected bool CheckSameValues(DataViewRowCursor curs1, DataViewRowCur... method CheckSameValues (line 782) | protected bool CheckSameValues(DataViewRowCursor curs1, IDataView view... method GetIdComparer (line 865) | protected Func GetIdComparer(DataViewRow r1, DataViewRow r2, out... method GetColumnComparer (line 881) | protected Func GetColumnComparer(DataViewRow r1, DataViewRow r2,... method EqualWithEpsDouble (line 986) | private static bool EqualWithEpsDouble(Double x, Double y) method EqualWithEpsSingle (line 994) | private static bool EqualWithEpsSingle(float x, float y) method GetComparerOne (line 1000) | protected Func GetComparerOne(DataViewRow r1, DataViewRow r2,... method GetComparerVec (line 1017) | protected Func GetComparerVec(DataViewRow r1, DataViewRow r2,... method VerifyOneEquality (line 1033) | protected void VerifyOneEquality(ValueGetter oneGetter, ValueGet... method VerifyVecEquality (line 1044) | protected void VerifyVecEquality(ValueGetter> vecGetter,... FILE: test/Microsoft.ML.TestFramework/EnvironmentExtensions.cs class EnvironmentExtensions (line 15) | public static class EnvironmentExtensions method AddStandardComponents (line 17) | public static TEnvironment AddStandardComponents(this TE... FILE: test/Microsoft.ML.TestFramework/GlobalBase.cs class GlobalBase (line 20) | internal static class GlobalBase method AssemblyInit (line 22) | public static void AssemblyInit() class Mkl (line 43) | private static class Mkl type Layout (line 45) | public enum Layout type UpLo (line 51) | public enum UpLo : byte method PptrfInternal (line 57) | [DllImport("MklImports", EntryPoint = "LAPACKE_dpptrf")] method AssemblyCleanup (line 61) | public static void AssemblyCleanup() method AssertHandler (line 71) | private static void AssertHandler(string msg, IExceptionContext ectx) method AssertHandlerTest (line 86) | public static void AssertHandlerTest() FILE: test/Microsoft.ML.TestFramework/Learners.cs class PredictorAndArgs (line 14) | public class PredictorAndArgs method PredictorAndArgs (line 25) | public PredictorAndArgs() method PredictorAndArgs (line 29) | public PredictorAndArgs(SubComponent trainer, string tag = null) class TestLearnersBase (line 36) | public class TestLearnersBase method TestLearnersBase (line 39) | static TestLearnersBase() method NnBinCustom (line 582) | public static PredictorAndArgs NnBinCustom(string path) method NnBinInline (line 590) | public static PredictorAndArgs NnBinInline(string netDefinition) method NnMultiDefault (line 601) | public static PredictorAndArgs NnMultiDefault(int numOutputs) method NnMultiCustom (line 610) | public static PredictorAndArgs NnMultiCustom(string path) method NnMultiCustomLred (line 619) | public static PredictorAndArgs NnMultiCustomLred(string path) method NnMultiMomentum (line 628) | public static PredictorAndArgs NnMultiMomentum(int numOutputs, bool us... method DssmDefault (line 638) | public static PredictorAndArgs DssmDefault(int qryFeaturesCount, int d... FILE: test/Microsoft.ML.TestFramework/PasteArguments.cs class PasteArguments (line 11) | internal static partial class PasteArguments method AppendArgument (line 13) | internal static void AppendArgument(StringBuilder stringBuilder, strin... method ContainsNoWhitespaceOrQuotes (line 84) | private static bool ContainsNoWhitespaceOrQuotes(string s) method Paste (line 104) | internal static string Paste(IEnumerable arguments, bool paste... FILE: test/Microsoft.ML.TestFramework/SubComponent.cs class SubComponent (line 20) | [Serializable] method SubComponent (line 65) | public SubComponent() method SubComponent (line 72) | public SubComponent(string kind) method SubComponent (line 82) | public SubComponent(string kind, params string[] settings) method SubComponent (line 91) | public SubComponent(string kind, string settings) method AssertValid (line 101) | [Conditional("DEBUG")] method Equals (line 108) | public bool Equals(SubComponent other) method ToString (line 125) | public override string ToString() method Equals (line 139) | public override bool Equals(object obj) method GetHashCode (line 147) | public override int GetHashCode() method CombineHash (line 155) | private static uint CombineHash(uint u1, uint u2) method CombineHash (line 160) | private static int CombineHash(int n1, int n2) method ParseCore (line 165) | private static void ParseCore(string str, out string kind, out string ... method Parse (line 184) | internal static SubComponent Parse(string str) method Parse (line 195) | internal static SubComponent Parse(string str) method Create (line 207) | public static SubComponent Create(Type type) method Clone (line 213) | public static SubComponent Clone(SubComponent src, Type type = null) method SubComponent (line 233) | public SubComponent() method SubComponent (line 238) | public SubComponent(string kind) method SubComponent (line 243) | public SubComponent(string kind, params string[] settings) method CreateInstance (line 248) | public TRes CreateInstance(IHostEnvironment env, params object[] extra) class SubComponent (line 229) | [Serializable] method SubComponent (line 65) | public SubComponent() method SubComponent (line 72) | public SubComponent(string kind) method SubComponent (line 82) | public SubComponent(string kind, params string[] settings) method SubComponent (line 91) | public SubComponent(string kind, string settings) method AssertValid (line 101) | [Conditional("DEBUG")] method Equals (line 108) | public bool Equals(SubComponent other) method ToString (line 125) | public override string ToString() method Equals (line 139) | public override bool Equals(object obj) method GetHashCode (line 147) | public override int GetHashCode() method CombineHash (line 155) | private static uint CombineHash(uint u1, uint u2) method CombineHash (line 160) | private static int CombineHash(int n1, int n2) method ParseCore (line 165) | private static void ParseCore(string str, out string kind, out string ... method Parse (line 184) | internal static SubComponent Parse(string str) method Parse (line 195) | internal static SubComponent Parse(string str) method Create (line 207) | public static SubComponent Create(Type type) method Clone (line 213) | public static SubComponent Clone(SubComponent src, Type type = null) method SubComponent (line 233) | public SubComponent() method SubComponent (line 238) | public SubComponent(string kind) method SubComponent (line 243) | public SubComponent(string kind, params string[] settings) method CreateInstance (line 248) | public TRes CreateInstance(IHostEnvironment env, params object[] extra) class SubComponentExtensions (line 258) | public static class SubComponentExtensions method IsGood (line 260) | public static bool IsGood(this SubComponent src) FILE: test/Microsoft.ML.TestFramework/TestCommandBase.cs class TestCommandBase (line 26) | public abstract partial class TestCommandBase : TestDataViewBase class OutputPath (line 36) | protected sealed class OutputPath method OutputPath (line 49) | public OutputPath(string path) method OutputPath (line 58) | public OutputPath(TestCommandBase test, string dir, string name) method CheckEquality (line 70) | public bool CheckEquality(int digitsOfPrecision = DigitsOfPrecision,... method CheckEqualityNormalized (line 76) | public bool CheckEqualityNormalized(int digitsOfPrecision = DigitsOf... method ArgStr (line 82) | public string ArgStr(string name) method Append (line 88) | private static string[] Append(string one, string[] many) method ArgOnly (line 100) | public PathArgument ArgOnly(string name, params string[] names) method ArgNone (line 107) | public PathArgument ArgNone() method Arg (line 115) | public PathArgument Arg(string name, params string[] names) method ArgNorm (line 123) | public PathArgument ArgNorm(string name, params string[] names) class PathArgument (line 137) | protected sealed class PathArgument type Usage (line 139) | [Flags] method PathArgument (line 204) | public PathArgument(OutputPath path, Usage argUsage, Usage cmpUsage,... method CheckEquality (line 216) | public bool CheckEquality(int digitsOfPrecision = DigitsOfPrecision,... class RunContextBase (line 224) | protected abstract class RunContextBase method RunContextBase (line 235) | public RunContextBase(TestCommandBase test, string dir, string nameP... method InitPath (line 247) | public OutputPath InitPath(string suffix) method StdoutPath (line 256) | public virtual OutputPath StdoutPath() method ModelPath (line 261) | public virtual OutputPath ModelPath() method FoldModelPath (line 266) | public virtual OutputPath FoldModelPath(int fold) method MetricsPath (line 271) | public virtual OutputPath MetricsPath() method InitializeEnvironment (line 277) | protected virtual void InitializeEnvironment(IHostEnvironment environm... method TestCore (line 282) | protected bool TestCore(RunContextBase ctx, string cmdName, string arg... method TestCore (line 292) | protected bool TestCore(RunContextBase ctx, string cmdName, string arg... method MainForTest (line 328) | private protected static int MainForTest(ConsoleEnvironment env, TextW... method CheckTestOutputMatchesTrainTest (line 345) | protected bool CheckTestOutputMatchesTrainTest(string trainTestOutPath... class TestDmCommandBase (line 362) | public abstract partial class TestDmCommandBase : TestCommandBase method TestCoreCore (line 364) | private bool TestCoreCore(RunContextBase ctx, string cmdName, string d... method TestCoreCore (line 370) | private bool TestCoreCore(RunContextBase ctx, string cmdName, string d... method TestCore (line 419) | protected bool TestCore(RunContextBase ctx, string cmdName, string dat... method TestCore (line 424) | protected bool TestCore(RunContextBase ctx, string cmdName, string dat... method TestInCore (line 441) | protected bool TestInCore(RunContextBase ctx, string cmdName, string d... method TestInCore (line 446) | protected bool TestInCore(RunContextBase ctx, string cmdName, string d... method TestInOutCore (line 463) | protected bool TestInOutCore(RunContextBase ctx, string cmdName, strin... method TestInOutCore (line 480) | protected bool TestInOutCore(RunContextBase ctx, string cmdName, strin... method TestReloadedCore (line 504) | protected bool TestReloadedCore(RunContextBase ctx, string cmdName, st... method DataArg (line 522) | private string DataArg(string dataPath) method TestPipeFromModel (line 530) | protected void TestPipeFromModel(string dataPath, OutputPath model) class TestSteppedDmCommandBase (line 551) | public abstract class TestSteppedDmCommandBase : TestDmCommandBase method TestSteppedDmCommandBase (line 553) | protected TestSteppedDmCommandBase(ITestOutputHelper helper) : base(he... class RunParamaters (line 579) | private sealed class RunParamaters : RunContextBase method RunParamaters (line 581) | public RunParamaters(TestCommandBase test) method RunParamaters (line 586) | public RunParamaters(TestCommandBase test, int step) method EnsureRunParams (line 592) | private void EnsureRunParams() method StdoutPath (line 604) | protected OutputPath StdoutPath() method MetricsPath (line 613) | protected OutputPath MetricsPath() method ModelPath (line 622) | protected OutputPath ModelPath() method FoldModelPath (line 633) | protected OutputPath FoldModelPath(int fold) method CreateOutputPath (line 643) | protected OutputPath CreateOutputPath(string suffix) method TestCore (line 652) | protected bool TestCore(string cmdName, string dataPath, string loader... method TestCore (line 657) | protected bool TestCore(string cmdName, string dataPath, string loader... method TestCore (line 662) | protected bool TestCore(string cmdName, string args, params PathArgume... method TestReloadedCore (line 667) | protected bool TestReloadedCore(string cmdName, string dataPath, strin... method TestInCore (line 673) | protected bool TestInCore(string cmdName, string dataPath, OutputPath ... method TestInCore (line 678) | protected bool TestInCore(string cmdName, string dataPath, OutputPath ... method TestInOutCore (line 683) | protected bool TestInOutCore(string cmdName, string dataPath, OutputPa... method TestInOutCore (line 688) | protected bool TestInOutCore(string cmdName, string dataPath, OutputPa... class TestDmCommand (line 696) | public sealed partial class TestDmCommand : TestSteppedDmCommandBase method EvaluateRankingWithMaml (line 701) | [TestCategory(Cat)] method CommandShowSchema (line 718) | [TestCategory(Cat)] method CommandShowSchemaModel (line 727) | [TestCategory(Cat)] method CommandShowDataTextSlotNames (line 750) | [TestCategory(Cat)] method CommandSavePredictor (line 786) | [TestCategory(Cat)] method SaveMulticlassLrPredictorAsSummary (line 859) | [TestCategory(Cat)] method CommandCrossValidation (line 877) | [TestCategory(Cat)] method CommandCrossValidationKeyLabelWithFloatKeyValues (line 893) | [Fact] method CommandCrossValidationWithTextStratificationColumn (line 908) | [Fact] method CommandCrossValidationVectorNoNames (line 918) | [TestCategory(Cat)] method CommandCrossValidationFCC (line 932) | [TestCategory(Cat)] method CommandCrossValidationAndSave (line 958) | [TestCategory(Cat), TestCategory("Multiclass")] method CommandTrainFastTreeInDifferentThreads (line 986) | [TestCategory(Cat)] method CommandTrainTest (line 1011) | [TestCategory(Cat), TestCategory("FastTree")] method CommandTrainTestTranspose (line 1028) | [TestCategory(Cat), TestCategory("FastTree"), TestCategory("Transposer")] method CommandTrainTestWithFunkyFeatureColName (line 1061) | [Fact(Skip = "Need CoreTLC specific baseline update")] method CommandTrainingLrWithInitialization (line 1079) | [TestCategory(Cat), TestCategory("Logistic Regression"), TestCategory(... method CommandTrainingLinearLearnerTest (line 1097) | private void CommandTrainingLinearLearnerTest(string trArg) method CommandTrainingSymSgdWithInitialization (line 1117) | [TestCategory(Cat), TestCategory("SymSGD"), TestCategory("Continued Tr... method CommandTrainingSgdWithInitialization (line 1122) | [TestCategory(Cat), TestCategory("SGD"), TestCategory("Continued Train... method CommandTrainingSvmWithInitialization (line 1126) | [TestCategory(Cat), TestCategory("SVM"), TestCategory("Continued Train... method CommandTrainingAvgPerWithInitialization (line 1130) | [TestCategory(Cat), TestCategory("AP"), TestCategory("Continued Traini... method CommandTrainingOgdWithInitialization (line 1134) | [TestCategory(Cat), TestCategory("OGD"), TestCategory("Continued Train... method CommandTrainingLrWithStats (line 1138) | [TestCategory(Cat), TestCategory("Logistic Regression")] method CommandTrainingLrNonNegative (line 1157) | [TestCategory(Cat), TestCategory("Logistic Regression")] method CommandTrainingMlrWithInitialization (line 1176) | [TestCategory(Cat), TestCategory("Multiclass"), TestCategory("Logistic... method CommandTrainingMlrNonNegative (line 1193) | [TestCategory(Cat), TestCategory("Multiclass"), TestCategory("Logistic... method CommandTrainMlrWithLabelNames (line 1212) | [TestCategory(Cat), TestCategory("Multiclass"), TestCategory("Logistic... method CommandTrainMlrWithStats (line 1236) | [Fact] method CommandTrainingPoissonRegNonNegative (line 1255) | [TestCategory(Cat)] method CommandTrainTestRegression (line 1276) | [TestCategory(Cat), TestCategory("FastTree")] method CommandTrainTestMoreGains (line 1300) | [TestCategory(Cat), TestCategory("FastTree")] method CommandTest (line 1319) | [TestCategory(Cat), TestCategory("FastTree")] method CommandDataPerformance (line 1340) | [TestCategory(Cat)] method CommandScoreComposable (line 1352) | [TestCategory(Cat)] method CommandScoreKeyLabelsBinaryClassification (line 1387) | [TestCategory(Cat)] method CommandDefaultLearners (line 1408) | [TestCategory(Cat)] method CommandTrainScoreEvaluate (line 1424) | [TestCategory(Cat)] method CommandTrainScoreEvaluateMulticlass (line 1500) | [TestCategory(Cat), TestCategory("Multiclass")] method CommandTrainScoreEvaluateUncalibratedBinary (line 1548) | [TestCategory(Cat)] method CommandTrainScoreEvaluateRegression (line 1590) | [TestCategory(Cat), TestCategory("FastTree")] method CommandTrainScoreFCCSdcaR (line 1632) | [Fact(Skip = "Need CoreTLC specific baseline update")] method CommandTrainTestFCCAdult (line 1656) | [Fact] method CommandTrainScoreFCCText (line 1678) | [Fact(Skip = "Need CoreTLC specific baseline update")] method CommandTrainScoreEvaluateSdcaRegression (line 1702) | [TestCategory(Cat)] method CommandTrainScoreEvaluateQuantileRegression (line 1742) | [TestCategory(Cat), TestCategory("FastForest")] method CommandSaveData (line 1785) | [TestCategory(Cat)] method CommandDraculaInfer (line 1796) | [TestCategory(Cat), TestCategory("CountTargetEncoding")] method CommandUnsupervisedTrain (line 1806) | [TestCategory(Cat)] method CommandTrainScoreEvaluateAnomalyDetection (line 1833) | [TestCategory(Cat)] method CommandTrainRanking (line 1883) | [TestCategory(Cat), TestCategory("Ranking"), TestCategory("FastTree")] method CommandTrainTestEarlyStopping (line 1935) | [TestCategory(Cat), TestCategory("EarlyStopping"), TestCategory("FastT... method CommandTrainEarlyStopping (line 1949) | [TestCategory(Cat), TestCategory("EarlyStopping")] method CommandTrainClustering (line 1963) | [TestCategory(Cat), TestCategory("Clustering")] method CommandTrainingBinaryFactorizationMachineWithInitialization (line 2003) | [TestCategory(Cat), TestCategory("FieldAwareFactorizationMachine"), Te... method CommandTrainingBinaryFieldAwareFactorizationMachineWithInitialization (line 2019) | [TestCategory(Cat), TestCategory("FieldAwareFactorizationMachine"), Te... method CommandTrainingBinaryFactorizationMachineWithValidation (line 2035) | [TestCategory(Cat), TestCategory("FieldAwareFactorizationMachine"), Te... method CommandTrainingBinaryFieldAwareFactorizationMachineWithValidation (line 2064) | [TestCategory(Cat), TestCategory("FieldAwareFactorizationMachine"), Te... method CommandTrainingBinaryFactorizationMachineWithValidationAndInitialization (line 2088) | [TestCategory(Cat), TestCategory("FieldAwareFactorizationMachine"), Te... method CommandTrainingBinaryFieldAwareFactorizationMachineWithValidationAndInitialization (line 2118) | [TestCategory(Cat), TestCategory("FieldAwareFactorizationMachine"), Te... method Datatypes (line 2145) | [Fact] method SavePipeChooseColumnsByIndex (line 2159) | [TestCategory("DataPipeSerialization")] method SavePipeTextLoaderWithMultilines (line 2176) | [TestCategory("DataPipeSerialization")] method SavePipeTextLoaderWithMissingRealsAsNaNs (line 2193) | [TestCategory("DataPipeSerialization")] method SavePipeChooseColumnsByIndexDrop (line 2213) | [TestCategory("DataPipeSerialization")] method CommandShowDataSvmLight (line 2231) | [Fact] method CommandSaveDataSvmLight (line 2290) | [Fact] FILE: test/Microsoft.ML.TestFramework/TestInitialization.cs class BaseTestPredictors (line 16) | public abstract partial class BaseTestPredictors : TestDmCommandBase method BaseTestPredictors (line 18) | protected BaseTestPredictors(ITestOutputHelper helper) class TestBaselineNormalize (line 24) | public partial class TestBaselineNormalize : BaseTestBaseline method TestBaselineNormalize (line 26) | public TestBaselineNormalize(ITestOutputHelper helper) class TestCommandBase (line 32) | public abstract partial class TestCommandBase : TestDataViewBase method TestCommandBase (line 34) | protected TestCommandBase(ITestOutputHelper helper) class TestConcurrency (line 40) | public sealed partial class TestConcurrency : BaseTestPredictors method TestConcurrency (line 42) | public TestConcurrency(ITestOutputHelper helper) class TestDataPipe (line 48) | public sealed partial class TestDataPipe : TestDataPipeBase method TestDataPipe (line 50) | public TestDataPipe(ITestOutputHelper helper) class TestDataPipeBase (line 56) | public abstract partial class TestDataPipeBase : TestDataViewBase method TestDataPipeBase (line 58) | protected TestDataPipeBase(ITestOutputHelper helper) class TestParquet (line 64) | public sealed partial class TestParquet : TestDataPipeBase method TestParquet (line 66) | public TestParquet(ITestOutputHelper helper) class TestExceptionPropagation (line 72) | public sealed partial class TestExceptionPropagation : TestDataViewBase method TestExceptionPropagation (line 74) | public TestExceptionPropagation(ITestOutputHelper helper) class TestEntryPoints (line 80) | public partial class TestEntryPoints : TestDataViewBase method TestEntryPoints (line 82) | public TestEntryPoints(ITestOutputHelper helper) class TestSummaryEntryPoints (line 88) | public sealed partial class TestSummaryEntryPoints : TestDataViewBase method TestSummaryEntryPoints (line 90) | public TestSummaryEntryPoints(ITestOutputHelper helper) class TestDataPipeSkipTakeFilter (line 96) | public sealed partial class TestDataPipeSkipTakeFilter : TestDataPipeBase method TestDataPipeSkipTakeFilter (line 98) | public TestDataPipeSkipTakeFilter(ITestOutputHelper helper) class TestDataViewBase (line 104) | public abstract partial class TestDataViewBase : BaseTestBaseline method TestDataViewBase (line 106) | protected TestDataViewBase(ITestOutputHelper helper) class TestDataPipeNoBaseline (line 112) | public sealed partial class TestDataPipeNoBaseline : TestDataViewBase method TestDataPipeNoBaseline (line 114) | public TestDataPipeNoBaseline(ITestOutputHelper helper) class TestDmCommand (line 120) | public sealed partial class TestDmCommand : TestSteppedDmCommandBase method TestDmCommand (line 122) | public TestDmCommand(ITestOutputHelper helper) class TestDmCommandBase (line 128) | public abstract partial class TestDmCommandBase : TestCommandBase method TestDmCommandBase (line 130) | protected TestDmCommandBase(ITestOutputHelper helper) class ExprLanguageTests (line 136) | public sealed partial class ExprLanguageTests : BaseTestBaseline method ExprLanguageTests (line 138) | public ExprLanguageTests(ITestOutputHelper helper) class NeuralNetworkSerializationTests (line 144) | public sealed partial class NeuralNetworkSerializationTests : BaseTestBa... method NeuralNetworkSerializationTests (line 146) | public NeuralNetworkSerializationTests(ITestOutputHelper helper) class TestPipeline (line 152) | public sealed partial class TestPipeline : TestCommandBase method TestPipeline (line 154) | public TestPipeline(ITestOutputHelper helper) class TestStringEnumerableTextReader (line 160) | public sealed partial class TestStringEnumerableTextReader : TestCommand... method TestStringEnumerableTextReader (line 162) | public TestStringEnumerableTextReader(ITestOutputHelper helper) class TestPredictors (line 168) | public sealed partial class TestPredictors : BaseTestPredictors method TestPredictors (line 170) | public TestPredictors(ITestOutputHelper helper) class TestPredictorsLightGbm (line 176) | public sealed partial class TestPredictorsLightGbm : BaseTestPredictors method TestPredictorsLightGbm (line 178) | public TestPredictorsLightGbm(ITestOutputHelper helper) class TestReapply (line 184) | public sealed partial class TestReapply : TestDataPipeBase method TestReapply (line 186) | public TestReapply(ITestOutputHelper helper) class TestTransposer (line 194) | public sealed partial class TestTransposer : TestDataPipeBase method TestTransposer (line 196) | public TestTransposer(ITestOutputHelper helper) class TestImageAnalyticsTransforms (line 202) | public sealed partial class TestImageAnalyticsTransforms : TestDataPipeBase method TestImageAnalyticsTransforms (line 204) | public TestImageAnalyticsTransforms(ITestOutputHelper helper) class TestRepositoryReader (line 210) | public partial class TestRepositoryReader : BaseTestBaseline method TestRepositoryReader (line 212) | public TestRepositoryReader(ITestOutputHelper helper) class TestSweeper (line 218) | public partial class TestSweeper : BaseTestBaseline method TestSweeper (line 220) | public TestSweeper(ITestOutputHelper helper) class TestResourceDownload (line 226) | public partial class TestResourceDownload : BaseTestBaseline method TestResourceDownload (line 228) | public TestResourceDownload(ITestOutputHelper helper) class TestResultProcessor (line 234) | public partial class TestResultProcessor : BaseTestPredictors method TestResultProcessor (line 236) | public TestResultProcessor(ITestOutputHelper helper) class TestRServerScoringLibrary (line 246) | public sealed partial class TestRServerScoringLibrary : TestDataViewBase method TestRServerScoringLibrary (line 248) | public TestRServerScoringLibrary(ITestOutputHelper helper) FILE: test/Microsoft.ML.TestFramework/TestSparseDataView.cs class TestSparseDataView (line 12) | public sealed class TestSparseDataView : TestDataViewBase method TestSparseDataView (line 16) | public TestSparseDataView(ITestOutputHelper obj) : base(obj) class DenseExample (line 20) | private class DenseExample class SparseExample (line 26) | private class SparseExample method SparseDataView (line 32) | [Fact] method GenericSparseDataView (line 44) | private void GenericSparseDataView(T[] v1, T[] v2) method DenseDataView (line 72) | [Fact] method GenericDenseDataView (line 84) | private void GenericDenseDataView(T[] v1, T[] v2) FILE: test/Microsoft.ML.TestFrameworkCommon/AsyncTestHelper.cs class AsyncTestHelper (line 10) | public static class AsyncTestHelper FILE: test/Microsoft.ML.TestFrameworkCommon/Attributes/AttributeHelpers.cs class AttributeHelpers (line 10) | public static class AttributeHelpers method CheckLibcVersionGreaterThanMinimum (line 12) | public static bool CheckLibcVersionGreaterThanMinimum(Version minVersion) method gnu_get_libc_version (line 40) | [DllImport("libc", ExactSpelling = true, CallingConvention = CallingCo... FILE: test/Microsoft.ML.TestFrameworkCommon/Attributes/EnvironmentSpecificFactAttribute.cs class EnvironmentSpecificFactAttribute (line 13) | [AttributeUsage(AttributeTargets.Method, AllowMultiple = false, Inherite... method EnvironmentSpecificFactAttribute (line 22) | protected EnvironmentSpecificFactAttribute(string skipMessage) method IsEnvironmentSupported (line 32) | protected abstract bool IsEnvironmentSupported(); FILE: test/Microsoft.ML.TestFrameworkCommon/Attributes/EnvironmentSpecificTheoryAttribute.cs class EnvironmentSpecificTheoryAttribute (line 13) | [AttributeUsage(AttributeTargets.Method, AllowMultiple = false, Inherite... method EnvironmentSpecificTheoryAttribute (line 22) | protected EnvironmentSpecificTheoryAttribute(string skipMessage) method IsEnvironmentSupported (line 32) | protected abstract bool IsEnvironmentSupported(); FILE: test/Microsoft.ML.TestFrameworkCommon/Attributes/FieldAwareFactorizationMachineFactAttribute.cs class FieldAwareFactorizationMachineFactAttribute (line 10) | public class FieldAwareFactorizationMachineFactAttribute : EnvironmentSp... method FieldAwareFactorizationMachineFactAttribute (line 14) | public FieldAwareFactorizationMachineFactAttribute() : base(SkipMessage) method IsEnvironmentSupported (line 18) | protected override bool IsEnvironmentSupported() FILE: test/Microsoft.ML.TestFrameworkCommon/Attributes/IterationDataAttribute.cs class IterationDataAttribute (line 20) | public sealed class IterationDataAttribute : DataAttribute method IterationDataAttribute (line 22) | public IterationDataAttribute(int iterations = 100) method GetData (line 29) | public override IEnumerable GetData(MethodInfo testMethod) FILE: test/Microsoft.ML.TestFrameworkCommon/Attributes/LoggingLevelAttribute.cs class LogMessageKind (line 14) | public sealed class LogMessageKind : Attribute method LogMessageKind (line 17) | public LogMessageKind(ChannelMessageKind messageKind) FILE: test/Microsoft.ML.TestFrameworkCommon/Attributes/NativeDependencyFactAttribute.cs class NativeDependencyFactAttribute (line 10) | public sealed class NativeDependencyFactAttribute : EnvironmentSpecificF... method NativeDependencyFactAttribute (line 14) | public NativeDependencyFactAttribute(string library) : base($"This tes... method IsEnvironmentSupported (line 20) | protected override bool IsEnvironmentSupported() FILE: test/Microsoft.ML.TestFrameworkCommon/Attributes/NativeDependencyTheoryAttribute.cs class NativeDependencyTheoryAttribute (line 10) | public sealed class NativeDependencyTheoryAttribute : EnvironmentSpecifi... method NativeDependencyTheoryAttribute (line 14) | public NativeDependencyTheoryAttribute(string library) : base($"This t... method IsEnvironmentSupported (line 20) | protected override bool IsEnvironmentSupported() FILE: test/Microsoft.ML.TestFrameworkCommon/Attributes/OnnxFactAttribute.cs class OnnxFactAttribute (line 15) | public sealed class OnnxFactAttribute : EnvironmentSpecificFactAttribute method OnnxFactAttribute (line 17) | public OnnxFactAttribute() : base("Onnx is not supported on Linux with... method IsEnvironmentSupported (line 22) | protected override bool IsEnvironmentSupported() FILE: test/Microsoft.ML.TestFrameworkCommon/Attributes/X64FactAttribute.cs class X64FactAttribute (line 13) | public sealed class X64FactAttribute : EnvironmentSpecificFactAttribute method X64FactAttribute (line 15) | public X64FactAttribute(string skipMessage) : base(skipMessage) method IsEnvironmentSupported (line 20) | protected override bool IsEnvironmentSupported() FILE: test/Microsoft.ML.TestFrameworkCommon/Attributes/X86X64FactAttribute.cs class X86X64FactAttribute (line 13) | public sealed class X86X64FactAttribute : EnvironmentSpecificFactAttribute method X86X64FactAttribute (line 15) | public X86X64FactAttribute(string skipMessage) : base(skipMessage) method IsEnvironmentSupported (line 20) | protected override bool IsEnvironmentSupported() FILE: test/Microsoft.ML.TestFrameworkCommon/Datasets.cs class TestDataset (line 10) | public class TestDataset method Clone (line 30) | public TestDataset Clone() class TestDatasets (line 48) | public static class TestDatasets FILE: test/Microsoft.ML.TestFrameworkCommon/TestCommon.cs class TestCommon (line 12) | public static class TestCommon method GetOutputPath (line 14) | public static string GetOutputPath(string outDir, string name) method GetOutputPath (line 20) | public static string GetOutputPath(string outDir, string subDir, strin... method GetDataPath (line 30) | public static string GetDataPath(string dataDir, string name) method GetDataPath (line 36) | public static string GetDataPath(string dataDir, string subDir, string... method DeleteOutputPath (line 43) | public static string DeleteOutputPath(string outDir, string subDir, st... method DeleteOutputPath (line 50) | public static string DeleteOutputPath(string outDir, string name) method GetRepoRoot (line 63) | public static string GetRepoRoot() method CheckSameSchemas (line 88) | public static bool CheckSameSchemas(DataViewSchema sch1, DataViewSchem... method CompareVec (line 131) | public static bool CompareVec(in VBuffer v1, in VBuffer v2, i... method CompareVec (line 136) | public static bool CompareVec(in VBuffer v1, in VBuffer v2, i... method EqualTypes (line 198) | public static bool EqualTypes(DataViewType type1, DataViewType type2, ... method SameSizeAndItemType (line 210) | private static bool SameSizeAndItemType(this DataViewType columnType, ... method TryGetColumnIndex (line 226) | private static bool TryGetColumnIndex(this DataViewSchema schema, stri... method CheckMetadataNames (line 232) | private static bool CheckMetadataNames(string kind, ulong size, DataVi... method CheckMetadataCallFailure (line 269) | private static bool CheckMetadataCallFailure(string kind, DataViewSche... method GetItemType (line 287) | private static DataViewType GetItemType(this DataViewType columnType) ... method GetVectorSize (line 289) | private static int GetVectorSize(this DataViewType columnType) => (col... method EnsureOutputDir (line 291) | private static void EnsureOutputDir(string subDir, string outDir) FILE: test/Microsoft.ML.TestFrameworkCommon/TestLogger.cs class TestLogger (line 12) | public sealed class TestLogger : TextWriter method TestLogger (line 19) | public TestLogger(ITestOutputHelper testOutput) method Write (line 25) | public override void Write(char value) method Write (line 30) | public override void Write(string value) method Write (line 37) | public override void Write(string format, params object[] args) method Write (line 45) | public override void Write(char[] buffer, int index, int count) FILE: test/Microsoft.ML.TestFrameworkCommon/Utility/Kernel32.cs class Kernel32 (line 7) | internal static class Kernel32 method LoadLibrary (line 9) | [DllImport("kernel32")] method GetProcAddress (line 12) | [DllImport("kernel32")] method FreeLibrary (line 15) | [DllImport("kernel32")] FILE: test/Microsoft.ML.TestFrameworkCommon/Utility/Libdl.cs class Libdl (line 7) | internal static class Libdl method dlopen (line 13) | [DllImport(LibName)] method dlsym (line 16) | [DllImport(LibName)] method dlclose (line 19) | [DllImport(LibName)] method dlerror (line 22) | [DllImport(LibName)] FILE: test/Microsoft.ML.TestFrameworkCommon/Utility/LibraryLoader.cs class LibraryLoader (line 11) | public abstract class LibraryLoader method LoadNativeLibrary (line 18) | public IntPtr LoadNativeLibrary(string name) method LoadNativeLibrary (line 29) | public IntPtr LoadNativeLibrary(string[] names) method LoadNativeLibrary (line 40) | public IntPtr LoadNativeLibrary(string name, PathResolver pathResolver) method LoadNativeLibrary (line 64) | public IntPtr LoadNativeLibrary(string[] names, PathResolver pathResol... method LoadWithResolver (line 89) | private IntPtr LoadWithResolver(string name, PathResolver pathResolver) method LoadFunctionPointer (line 119) | public IntPtr LoadFunctionPointer(IntPtr handle, string functionName) method FreeNativeLibrary (line 133) | public void FreeNativeLibrary(IntPtr handle) method CoreLoadNativeLibrary (line 149) | protected abstract IntPtr CoreLoadNativeLibrary(string name); method CoreFreeNativeLibrary (line 155) | protected abstract void CoreFreeNativeLibrary(IntPtr handle); method CoreLoadFunctionPointer (line 163) | protected abstract IntPtr CoreLoadFunctionPointer(IntPtr handle, strin... method GetPlatformDefaultLoader (line 169) | public static LibraryLoader GetPlatformDefaultLoader() class Win32LibraryLoader (line 183) | private class Win32LibraryLoader : LibraryLoader method CoreFreeNativeLibrary (line 185) | protected override void CoreFreeNativeLibrary(IntPtr handle) method CoreLoadFunctionPointer (line 190) | protected override IntPtr CoreLoadFunctionPointer(IntPtr handle, str... method CoreLoadNativeLibrary (line 195) | protected override IntPtr CoreLoadNativeLibrary(string name) class UnixLibraryLoader (line 201) | private class UnixLibraryLoader : LibraryLoader method CoreFreeNativeLibrary (line 203) | protected override void CoreFreeNativeLibrary(IntPtr handle) method CoreLoadFunctionPointer (line 208) | protected override IntPtr CoreLoadFunctionPointer(IntPtr handle, str... method CoreLoadNativeLibrary (line 213) | protected override IntPtr CoreLoadNativeLibrary(string name) FILE: test/Microsoft.ML.TestFrameworkCommon/Utility/NativeLibrary.cs class NativeLibrary (line 11) | public class NativeLibrary : IDisposable method NativeLibraryExists (line 16) | public static bool NativeLibraryExists(string name) method NativeLibrary (line 74) | public NativeLibrary(string name) : this(name, _platformDefaultLoader,... method NativeLibrary (line 82) | public NativeLibrary(string[] names) : this(names, _platformDefaultLoa... method NativeLibrary (line 91) | public NativeLibrary(string name, LibraryLoader loader) : this(name, l... method NativeLibrary (line 100) | public NativeLibrary(string[] names, LibraryLoader loader) : this(name... method NativeLibrary (line 110) | public NativeLibrary(string name, LibraryLoader loader, PathResolver p... method NativeLibrary (line 122) | public NativeLibrary(string[] names, LibraryLoader loader, PathResolve... method LoadFunction (line 136) | public T LoadFunction(string name) method LoadFunction (line 152) | public IntPtr LoadFunction(string name) method Dispose (line 160) | public void Dispose() FILE: test/Microsoft.ML.TestFrameworkCommon/Utility/PathResolver.cs class PathResolver (line 14) | public abstract class PathResolver method EnumeratePossibleLibraryLoadTargets (line 21) | public abstract IEnumerable EnumeratePossibleLibraryLoadTarget... class DefaultPathResolver (line 35) | public class DefaultPathResolver : PathResolver method EnumeratePossibleLibraryLoadTargets (line 42) | public override IEnumerable EnumeratePossibleLibraryLoadTarget... method TryLocateNativeAssetFromDeps (line 56) | private bool TryLocateNativeAssetFromDeps(string name, out string appL... method GuessFallbackRID (line 120) | private string GuessFallbackRID(string actualRuntimeIdentifier) method AddFallbacks (line 134) | private bool AddFallbacks(List fallbacks, string rid, IReadOnl... method GetNugetPackagesRootDirectory (line 148) | private string GetNugetPackagesRootDirectory() FILE: test/Microsoft.ML.Tests/AnomalyDetectionTests.cs class AnomalyDetectionTests (line 16) | public class AnomalyDetectionTests : TestDataPipeBase method AnomalyDetectionTests (line 18) | public AnomalyDetectionTests(ITestOutputHelper output) : base(output) method RandomizedPcaTrainerBaselineTest (line 25) | [Fact] method NoAnomalyTest (line 43) | [Fact] method RandomizedPcaInMemory (line 53) | [Fact] method RandomizedPcaChangeThreshold (line 83) | [Fact] class DataPoint (line 116) | private class DataPoint class Result (line 125) | private class Result method ExecutePipelineWithGivenRandomizedPcaTrainer (line 136) | private static void ExecutePipelineWithGivenRandomizedPcaTrainer(MLCon... method ExecuteRandomizedPcaTrainerChangeThreshold (line 180) | private static void ExecuteRandomizedPcaTrainerChangeThreshold(MLConte... method DetectAnomalyInMnistOneClass (line 237) | private IDataView DetectAnomalyInMnistOneClass(string trainPath, strin... method PcaTrainerInvalidEigenvectorsException (line 258) | [Fact] FILE: test/Microsoft.ML.Tests/BinaryLoaderSaverTests.cs class BinaryLoaderSaverTests (line 12) | public class BinaryLoaderSaverTests : TestDataPipeBase method BinaryLoaderSaverTests (line 14) | public BinaryLoaderSaverTests(ITestOutputHelper output) : base(output) method OldKeyTypeCodecTest (line 18) | [Fact] FILE: test/Microsoft.ML.Tests/CachingTests.cs class CachingTests (line 15) | public class CachingTests : TestDataPipeBase method CachingTests (line 17) | public CachingTests(ITestOutputHelper helper) : base(helper) class MyData (line 21) | private class MyData method MyData (line 34) | public MyData() method CacheCheckpointTest (line 40) | [Fact] method CacheOnEmptyEstimatorChainTest (line 64) | [Fact] method CacheOnEmptyEstimatorChain (line 72) | private void CacheOnEmptyEstimatorChain() method CacheTest (line 80) | [Fact] FILE: test/Microsoft.ML.Tests/CalibratedModelParametersTests.cs class CalibratedModelParametersTests (line 17) | public class CalibratedModelParametersTests : TestDataPipeBase method CalibratedModelParametersTests (line 19) | public CalibratedModelParametersTests(ITestOutputHelper output) : base... method TestParameterMixingCalibratedModelParametersLoading (line 23) | [Fact] method TestValueMapperCalibratedModelParametersLoading (line 44) | [Fact] method TestFeatureWeightsCalibratedModelParametersLoading (line 67) | [Fact] method GetDenseDataset (line 95) | private IDataView GetDenseDataset() method GetBinaryClassificationLabels (line 140) | private void GetBinaryClassificationLabels(float[] rawScores) method GetArrayAverage (line 149) | private float GetArrayAverage(float[] scores) FILE: test/Microsoft.ML.Tests/CollectionsDataViewTest.cs class CollectionsDataViewTest (line 15) | public class CollectionsDataViewTest : BaseTestClass method CollectionsDataViewTest (line 17) | public CollectionsDataViewTest(ITestOutputHelper output) class ConversionSimpleClass (line 22) | public class ConversionSimpleClass method CompareObjectValues (line 38) | public bool CompareObjectValues(object x, object y, Type type) method CompareThroughReflection (line 54) | public bool CompareThroughReflection(T x, T y) method CompareArrayValues (line 93) | public bool CompareArrayValues(Array x, Array y) method RoundTripConversionWithBasicTypes (line 106) | [Fact] class ConversionNotSupportedMinValueClass (line 170) | public class ConversionNotSupportedMinValueClass method ConversionExceptionsBehavior (line 178) | [Fact] class ConversionLossMinValueClassProperties (line 204) | public class ConversionLossMinValueClassProperties class ClassWithConstField (line 216) | public class ClassWithConstField method ClassWithConstFieldsConversion (line 224) | [Fact] class ClassWithMixOfFieldsAndProperties (line 243) | public class ClassWithMixOfFieldsAndProperties method ClassWithMixOfFieldsAndPropertiesConversion (line 250) | [Fact] class BaseClassWithInheritedProperties (line 268) | public abstract class BaseClassWithInheritedProperties class ClassWithPrivateFieldsAndProperties (line 278) | public class ClassWithPrivateFieldsAndProperties method ClassWithPrivateFieldsAndProperties (line 280) | public ClassWithPrivateFieldsAndProperties() { seq++; _unusedStaticF... method ClassWithPrivateFieldsAndPropertiesConversion (line 304) | [Fact] class ClassWithInheritedProperties (line 325) | public class ClassWithInheritedProperties : BaseClassWithInheritedProp... method ClassWithInheritedPropertiesConversion (line 334) | [Fact] class ClassWithArrays (line 352) | public class ClassWithArrays method RoundTripConversionWithArrays (line 368) | [Fact] class ClassWithArrayProperties (line 404) | public class ClassWithArrayProperties method RoundTripConversionWithArrayPropertiess (line 420) | [Fact] class ClassWithGetter (line 454) | private sealed class ClassWithGetter class ClassWithSetter (line 461) | private sealed class ClassWithSetter method PrivateGetSetProperties (line 472) | [Fact] FILE: test/Microsoft.ML.Tests/DatabaseLoaderTests.cs class NoParallelizationDefinition (line 23) | [CollectionDefinition(nameof(NoParallelizationDefinition), DisableParall... class DatabaseLoaderTests (line 25) | [Collection(nameof(NoParallelizationDefinition))] method DatabaseLoaderTests (line 28) | public DatabaseLoaderTests(ITestOutputHelper output) method IrisLightGbm (line 33) | [LightGBMFact] method IrisLightGbmWithTimeout (line 40) | [LightGBMFact] method IrisLightGbmImpl (line 50) | private void IrisLightGbmImpl(DatabaseSource dbs) method IrisLightGbmWithLoadColumnName (line 94) | [LightGBMFact] method IrisVectorLightGbm (line 130) | [LightGBMFact] method IrisVectorLightGbmWithLoadColumnName (line 162) | [LightGBMFact] method IrisSdcaMaximumEntropy (line 194) | [X86X64FactAttribute("The SQLite un-managed code, SQLite.interop, only... method TestLoadDatetimeColumnWithNullValue (line 230) | [X86X64FactAttribute("The SQLite un-managed code, SQLite.interop, only... method GetIrisDatabaseSource (line 275) | private DatabaseSource GetIrisDatabaseSource(string command, int comma... method GetSQLiteConnectionString (line 299) | private string GetSQLiteConnectionString(string databaseName) class IrisData (line 305) | public class IrisData class IrisDataWithLoadColumnName (line 318) | public class IrisDataWithLoadColumnName class IrisVectorData (line 333) | public class IrisVectorData class IrisVectorDataWithLoadColumnName (line 347) | public class IrisVectorDataWithLoadColumnName class IrisPrediction (line 361) | public class IrisPrediction FILE: test/Microsoft.ML.Tests/EvaluateTests.cs class EvaluateTests (line 13) | public class EvaluateTests : BaseTestClass method EvaluateTests (line 15) | public EvaluateTests(ITestOutputHelper output) class MulticlassEvaluatorInput (line 20) | public class MulticlassEvaluatorInput method MulticlassEvaluatorTopKArray (line 30) | [Fact] FILE: test/Microsoft.ML.Tests/ExpressionLanguageTests/ExpressionLanguageTests.cs class ExprLanguageTests (line 42) | public sealed partial class ExprLanguageTests : BaseTestBaseline method ExprLanguageTests (line 47) | public ExprLanguageTests(ITestOutputHelper output) method ExprParse (line 53) | [Fact, TestCategory("Expr Language")] method ExprBind (line 62) | [X64Fact("sin(1e+30) gives different value on x86."), TestCategory("Ex... method ExprBindEx (line 70) | [Fact, TestCategory("Expr Language")] method ExprCodeGen (line 77) | [Fact, TestCategory("Expr Language")] method ExprEval (line 84) | [Fact, TestCategory("Expr Language")] method InResName (line 91) | private string InResName(string name) method GetResText (line 96) | private string GetResText(string resName) method Run (line 108) | private void Run(string name) method ParseTypes (line 224) | private DataViewType[] ParseTypes(string text, ref int ichMin, int ich... method Evaluate (line 241) | private void Evaluate(IndentedTextWriter wrt, Delegate del, DataViewTy... method GetGetter (line 285) | private Func, bool> GetGetter(int i, DataViewType... method GetPrinter (line 347) | private Action GetPrinter(DataViewType dst, StringBuilder sb) method DumpErrors (line 399) | private void DumpErrors(IndentedTextWriter wrt, List lineMap, int... class TestFuncs1 (line 423) | public sealed class TestFuncs1 : IFunctionProvider method Lookup (line 445) | public MethodInfo[] Lookup(string name) method ResolveToConstant (line 508) | public object ResolveToConstant(string name, MethodInfo meth, object[]... method A (line 521) | public static I8 A(I8 a) method A (line 526) | public static R4 A(R4 a) method Var (line 535) | public static R4 Var(I4 a, BL b, R4[] c) method B (line 545) | public static I4 B() method B (line 550) | public static I4 B(I4 a) method B (line 555) | public static I4 B(I4 a, I4 b) method X (line 560) | public static object X() method X (line 565) | public static I4 X(string a) method X (line 570) | public static I4 X(I4 a) method X (line 575) | public I8 X(I8 a) method X (line 580) | internal static R4 X(R4 a) method F (line 585) | public static BL F(BL a) method Dump (line 590) | public static T Dump(T a) method Dump (line 596) | public static T Dump(TX fmt, T a) method DumpChars (line 602) | public static TX DumpChars(TX a) class TestFuncs2 (line 612) | public sealed class TestFuncs2 : IFunctionProvider method TestFuncs2 (line 627) | private TestFuncs2() method R (line 631) | private MethodInfo[] R(params Delegate[] funcs) method Lookup (line 645) | public MethodInfo[] Lookup(string name) method ResolveToConstant (line 663) | public object ResolveToConstant(string name, MethodInfo meth, object[]... method A (line 668) | public static I4 A(I4 a) method A (line 673) | public static I8 A(I8 a) method A (line 678) | public static R4 A(R4 a) FILE: test/Microsoft.ML.Tests/FakeSchemaTest.cs class FakeSchemaTest (line 13) | public class FakeSchemaTest : BaseTestClass method FakeSchemaTest (line 15) | public FakeSchemaTest(ITestOutputHelper output) method SimpleTest (line 20) | [Fact] FILE: test/Microsoft.ML.Tests/FeatureContributionTests.cs class FeatureContributionTests (line 21) | public sealed class FeatureContributionTests : TestDataPipeBase method FeatureContributionTests (line 23) | public FeatureContributionTests(ITestOutputHelper output) : base(output) method FeatureContributionEstimatorWorkout (line 27) | [NativeDependencyFact("MklImports")] method TestOrdinaryLeastSquaresRegression (line 44) | [NativeDependencyFact("MklImports")] method TestLightGbmRegression (line 50) | [LightGBMFact] method TestLightGbmRegressionWithCategoricalSplit (line 56) | [LightGBMFact] method TestFastTreeRegression (line 62) | [Fact] method TestFastForestRegression (line 68) | [Fact] method TestFastTreeTweedieRegression (line 74) | [Fact] method TestSDCARegression (line 80) | [Fact] method TestOnlineGradientDescentRegression (line 87) | [Fact] method TestPoissonRegression (line 93) | [Fact] method TestGAMRegression (line 100) | [Fact] method TestFastTreeRanking (line 107) | [Fact] method TestLightGbmRanking (line 113) | [LightGBMFact] method TestAveragePerceptronBinary (line 120) | [Fact] method TestSVMBinary (line 126) | [Fact] method TestLogisticRegressionBinary (line 132) | [Fact] method TestFastForestBinary (line 138) | [Fact] method TestFastTreeBinary (line 144) | [Fact] method TestLightGbmBinary (line 150) | [LightGBMFact] method TestSDCABinary (line 156) | [Fact] method TestSGDBinary (line 163) | [Fact] method TestSSGDBinary (line 174) | [NativeDependencyFact("MklImports")] method TestGAMBinary (line 185) | [Fact] method TestFeatureContribution (line 191) | private void TestFeatureContribution( method TestFeatureContribution (line 213) | private void TestFeatureContribution( method CheckOutput (line 237) | private void CheckOutput(IEstimator estimator, IDataView... method GetSparseDataset (line 257) | private IDataView GetSparseDataset(TaskType task = TaskType.Regression... method GetBinaryClassificationLabels (line 330) | private void GetBinaryClassificationLabels(float[] rawScores) method GetRankingLabels (line 339) | private void GetRankingLabels(float[] rawScores) method GetArrayAverage (line 353) | private float GetArrayAverage(float[] scores) method CreateGroupIds (line 364) | private uint[] CreateGroupIds(int numRows, int rowsPerGroup = 5) type TaskType (line 379) | private enum TaskType class TaxiTrip (line 388) | public class TaxiTrip method GetOneHotEncodedData (line 415) | private IDataView GetOneHotEncodedData(int numberOfInstances = 100) FILE: test/Microsoft.ML.Tests/ImagesTests.cs class ImageTests (line 21) | public class ImageTests : TestDataPipeBase method ImageTests (line 24) | public ImageTests(ITestOutputHelper output) : base(output) method TestEstimatorChain (line 28) | [Fact] method TestEstimatorSaveLoad (line 59) | [Fact] method TestLoadImages (line 103) | [Fact] method TestSaveImages (line 135) | [Fact] method TestGrayscaleTransformImages (line 170) | [Fact] method TestGrayScaleInMemory (line 229) | [Fact] class ImageDataPoint (line 299) | private class ImageDataPoint method ImageDataPoint (line 307) | public ImageDataPoint() method ImageDataPoint (line 313) | public ImageDataPoint(int width, int height, byte red, byte green, b... method TestBackAndForthConversionWithAlphaInterleave (line 329) | [Fact] method TestBackAndForthConversionWithoutAlphaInterleave (line 404) | [Fact] method TestBackAndForthConversionWithDifferentOrder (line 480) | [Fact] method TestBackAndForthConversionWithAlphaNoInterleave (line 555) | [ConditionalFact(nameof(IsNotArm))] //"System.Drawing has some issues ... method TestBackAndForthConversionWithoutAlphaNoInterleave (line 630) | [ConditionalFact(nameof(IsNotArm))] //"System.Drawing has some issues ... method TestBackAndForthConversionWithAlphaInterleaveNoOffset (line 705) | [ConditionalFact(nameof(IsNotArm))] //"System.Drawing has some issues ... method TestBackAndForthConversionWithoutAlphaInterleaveNoOffset (line 781) | [ConditionalFact(nameof(IsNotArm))] //"System.Drawing has some issues ... method TestBackAndForthConversionWithAlphaNoInterleaveNoOffset (line 856) | [ConditionalFact(nameof(IsNotArm))] //"System.Drawing has some issues ... method TestBackAndForthConversionWithoutAlphaNoInterleaveNoOffset (line 932) | [Fact] method ImageResizerTransformResizingModeFill (line 1006) | [Fact] method TestConvertToImage (line 1082) | [Fact] method GenerateRandomDataPoints (line 1101) | private static IEnumerable GenerateRandomDataPoints(int cou... class DataPoint (line 1114) | private class DataPoint class InMemoryImage (line 1120) | public class InMemoryImage method LoadFromTsv (line 1126) | public static List LoadFromTsv(MLContext mlContext, s... method LoadImageFromFile (line 1165) | private static MLImage LoadImageFromFile(string imagePath) => MLImag... class InMemoryImageOutput (line 1168) | public class InMemoryImageOutput : InMemoryImage method ResizeInMemoryImages (line 1174) | [Fact] method ImageListData (line 1220) | public static IEnumerable ImageListData() method MLImageCreationTests (line 1228) | [Theory] method MLImageCreateThrowingTest (line 1261) | [Fact] method MLImageSaveTests (line 1275) | [Theory] method MLImageDisposingTest (line 1306) | [Fact] method MLImageSourceDisposingTest (line 1328) | [Theory] class ReadOnlyNonSeekableStream (line 1377) | private class ReadOnlyNonSeekableStream : Stream method ReadOnlyNonSeekableStream (line 1381) | public ReadOnlyNonSeekableStream(Stream stream) => _stream = stream; method Flush (line 1393) | public override void Flush() => _stream.Flush(); method Read (line 1395) | public override int Read(byte[] buffer, int offset, int count) => _s... method Seek (line 1397) | public override long Seek(long offset, SeekOrigin origin) => throw n... method SetLength (line 1399) | public override void SetLength(long value) => throw new InvalidOpera... method Write (line 1401) | public override void Write(byte[] buffer, int offset, int count) => ... FILE: test/Microsoft.ML.Tests/LearningRateSchedulerTest.cs class LearningRateSchedulerTest (line 12) | public sealed class LearningRateSchedulerTest : TestDataPipeBase method LearningRateSchedulerTest (line 14) | public LearningRateSchedulerTest(ITestOutputHelper output) : base(output) method TestPolynomialDecayNoCycle (line 18) | [Fact] method TestPolynomialDecayCycle (line 28) | [Fact] method TestPolynomialDecay (line 38) | internal void TestPolynomialDecay(float[] expectedValues, bool cycle) FILE: test/Microsoft.ML.Tests/OnnxConversionTest.cs class OnnxConversionTest (line 35) | public class OnnxConversionTest : BaseTestBaseline class AdultData (line 42) | private class AdultData method OnnxConversionTest (line 51) | public OnnxConversionTest(ITestOutputHelper output) : base(output) method IsOnnxRuntimeSupported (line 55) | private bool IsOnnxRuntimeSupported() method SimpleEndToEndOnnxConversionTest (line 65) | [Fact] class BreastCancerFeatureVector (line 101) | private class BreastCancerFeatureVector class BreastCancerCatFeatureExample (line 107) | private class BreastCancerCatFeatureExample class BreastCancerMulticlassExample (line 122) | private class BreastCancerMulticlassExample class BreastCancerBinaryClassification (line 131) | private class BreastCancerBinaryClassification method KmeansOnnxConversionTest (line 140) | [Fact] method RegressionTrainersOnnxConversionTest (line 175) | [Fact] method BinaryClassificationTrainersOnnxConversionTest (line 216) | [Fact] method TestVectorWhiteningOnnxConversionTest (line 257) | [NativeDependencyFact("MklImports")] method GetEstimatorsForOnnxConversionTests (line 276) | private (IDataView, List>, EstimatorChain GetCalibratorTestData() method GetCalibratorTestDataNonStandard (line 373) | static IEnumerable GetCalibratorTestDataNo... method TextNormalizingOnnxConversionTest (line 381) | [Fact] class DataPoint (line 400) | private class DataPoint method LpNormOnnxConversionTest (line 406) | [Theory] method CommandLineOnnxConversionTest (line 433) | [Fact] method KeyToVectorTest (line 458) | [Theory] method InitializerCreationTest (line 494) | [Fact] method LogisticRegressionOnnxConversionTest (line 561) | [Fact] method LightGbmBinaryClassificationOnnxConversionTest (line 592) | [LightGBMFact] method MulticlassLogisticRegressionOnnxConversionTest (line 618) | [Fact] method LoadingPredictorModelAndOnnxConversionTest (line 643) | [Fact] method ConcatenateOnnxConversionTest (line 763) | [Fact] method RemoveVariablesInPipelineTest (line 782) | [Fact] class SmallSentimentExample (line 839) | private class SmallSentimentExample method WordEmbeddingsTest (line 845) | [Fact] method TokenizingByCharactersOnnxConversionTest (line 864) | [Theory] method OnnxTypeConversionTest (line 883) | [Theory] method PcaOnnxConversionTest (line 957) | [Theory] method OneHotHashEncodingOnnxConversionTest (line 998) | [Fact] class HashData (line 1015) | private class HashData method MurmurHashKeyTest (line 1020) | [Theory] method MurmurHashScalarTest (line 1051) | [Theory] method MurmurHashVectorTest (line 1087) | [Theory] class TransformedDataPoint (line 1138) | private class TransformedDataPoint : DataPoint, IEquatable(IEstimator pipeline, IEn... method TestPipeline (line 2200) | private void TestPipeline(IEstimator pipeline, IDataView... method TestPipeline (line 2219) | private void TestPipeline(EstimatorChain(EstimatorChain LoadModel(string... method OnnxSequenceTypeWithColumnNameAttributeTest (line 56) | [OnnxFact] class WrongOutputObj (line 73) | public class WrongOutputObj method LoadModelWithWrongCustomType (line 80) | public static PredictionEngine LoadModelWi... method OnnxSequenceTypeWithColumnNameAttributeTestWithWrongCustomType (line 95) | [OnnxFact] FILE: test/Microsoft.ML.Tests/PermutationFeatureImportanceTests.cs class PermutationFeatureImportanceTests (line 21) | public class PermutationFeatureImportanceTests : BaseTestPredictors method PermutationFeatureImportanceTests (line 23) | public PermutationFeatureImportanceTests(ITestOutputHelper output) : b... method TestPfiRegressionOnDenseFeatures (line 32) | [Theory] method TestPfiRegressionOnDenseFeaturesInTransformerChain (line 100) | [Theory] method TestPfiRegressionStandardDeviationAndErrorOnDenseFeatures (line 174) | [Theory] method TestPfiRegressionOnSparseFeatures (line 262) | [Theory] method TestPfiBinaryClassificationOnDenseFeatures (line 336) | [Theory] method TestPfiBinaryClassificationOnSparseFeatures (line 410) | [Theory] method TestBinaryClassificationWithoutCalibrator (line 484) | [Fact] method TestPfiMulticlassClassificationOnDenseFeatures (line 519) | [Theory] method TestPfiMulticlassClassificationOnSparseFeatures (line 591) | [Theory] method TestPfiRankingOnDenseFeatures (line 670) | [Theory] method TestPfiRankingOnSparseFeatures (line 739) | [Theory] method GetDenseDataset (line 813) | private IDataView GetDenseDataset(TaskType task = TaskType.Regression) method GetSparseDataset (line 880) | private IDataView GetSparseDataset(TaskType task = TaskType.Regression) method MinDeltaIndex (line 957) | private int MinDeltaIndex( method MaxDeltaIndex (line 965) | private int MaxDeltaIndex( method GetBinaryClassificationLabels (line 973) | private void GetBinaryClassificationLabels(float[] rawScores) method GetRankingLabels (line 982) | private void GetRankingLabels(float[] rawScores) method GetArrayAverage (line 996) | private float GetArrayAverage(float[] scores) method CreateGroupIds (line 1007) | private uint[] CreateGroupIds(int numRows, int rowsPerGroup = 5) type TaskType (line 1022) | private enum TaskType FILE: test/Microsoft.ML.Tests/RangeFilterTests.cs class RangeFilterTests (line 13) | public class RangeFilterTests : TestDataPipeBase method RangeFilterTests (line 15) | public RangeFilterTests(ITestOutputHelper helper) : base(helper) method RangeFilterTest (line 19) | [Fact] FILE: test/Microsoft.ML.Tests/Scenarios/Api/ApiScenariosTests.cs class ApiScenariosTests (line 14) | public partial class ApiScenariosTests : BaseTestClass method ApiScenariosTests (line 16) | public ApiScenariosTests(ITestOutputHelper output) : base(output) class IrisData (line 20) | public class IrisData : IrisDataNoLabel class IrisDataNoLabel (line 26) | public class IrisDataNoLabel class IrisPrediction (line 41) | public class IrisPrediction class IrisPredictionNotCasted (line 46) | public class IrisPredictionNotCasted class SentimentData (line 52) | public class SentimentData class SentimentPrediction (line 61) | public class SentimentPrediction FILE: test/Microsoft.ML.Tests/Scenarios/Api/CookbookSamples/CookbookSamplesDynamicApi.cs class CookbookSamplesDynamicApi (line 28) | public sealed class CookbookSamplesDynamicApi : BaseTestClass method CookbookSamplesDynamicApi (line 30) | public CookbookSamplesDynamicApi(ITestOutputHelper output) : base(output) method IntermediateData (line 34) | private void IntermediateData(string dataPath) method InspectIntermediateDataGetColumn (line 68) | [Fact] method InspectIntermediateTransformer (line 72) | private void InspectIntermediateTransformer() method InspectIntermediateTransformerWithOnFitDelegate (line 139) | [Fact] method TrainRegression (line 143) | private void TrainRegression(string trainDataPath, string testDataPath... method TrainRegressionModel (line 206) | [Fact] method TrainOnIris (line 211) | private ITransformer TrainOnIris(string irisDataPath) method PredictOnIris (line 270) | private void PredictOnIris(ITransformer model) method TrainAndPredictOnIris (line 293) | [Fact] method NormalizationWorkout (line 297) | private void NormalizationWorkout(string dataPath) method Normalization (line 323) | [Fact] method GlobalFeatureImportance (line 327) | [Fact] method GetLinearModelWeights (line 367) | [Fact] method GetFastTreeModelWeights (line 402) | [Fact] method FeatureImportanceForEachRow (line 438) | [Fact] method GetChurnInfo (line 485) | private IEnumerable GetChurnInfo() method TextFeaturizationOn (line 497) | private void TextFeaturizationOn(string dataPath) method TextFeaturization (line 554) | [Fact] method CategoricalFeaturization (line 558) | [Fact] method ReadMultipleFiles (line 562) | [Fact] method CategoricalFeaturizationOn (line 566) | private void CategoricalFeaturizationOn(params string[] dataPath) method CrossValidationIris (line 625) | [Fact] method CrossValidationOn (line 629) | private void CrossValidationOn(string dataPath) method ReadData (line 672) | [Fact] method ReadDataDynamic (line 678) | private void ReadDataDynamic(string dataPath) class InputRow (line 691) | public class InputRow class OutputRow (line 697) | public class OutputRow method CustomTransformer (line 702) | [Fact] class CustomMappings (line 724) | [CustomMappingFactoryAttribute(nameof(CustomMappings.IncomeMapping))] method IncomeMapping (line 728) | public static void IncomeMapping(InputRow input, OutputRow output) =... method GetMapping (line 731) | public override Action GetMapping() method RunEndToEnd (line 737) | private static void RunEndToEnd(MLContext mlContext, IDataView trainDa... method PrepareData (line 765) | public static IDataView PrepareData(MLContext mlContext, IDataView data) method TrainModel (line 774) | public static ITransformer TrainModel(MLContext mlContext, IDataView t... class CustomerChurnInfo (line 786) | private class CustomerChurnInfo class IrisPrediction (line 796) | private class IrisPrediction class InspectedRow (line 802) | private class InspectedRow class InspectedRowWithAllFeatures (line 818) | private class InspectedRowWithAllFeatures : InspectedRow class IrisInput (line 823) | private class IrisInput class IrisInputAllFeatures (line 842) | private class IrisInputAllFeatures class RegressionData (line 852) | private class RegressionData class HousingData (line 861) | private class HousingData class DataPoint (line 877) | private class DataPoint FILE: test/Microsoft.ML.Tests/Scenarios/Api/Estimators/DecomposableTrainAndPredict.cs class ApiScenariosTests (line 15) | public partial class ApiScenariosTests method DecomposableTrainAndPredict (line 25) | [Fact] FILE: test/Microsoft.ML.Tests/Scenarios/Api/Estimators/Extensibility.cs class ApiScenariosTests (line 16) | public partial class ApiScenariosTests method Extensibility (line 24) | [Fact] FILE: test/Microsoft.ML.Tests/Scenarios/Api/Estimators/MultithreadedPrediction.cs class ApiScenariosTests (line 13) | public partial class ApiScenariosTests method MultithreadedPrediction (line 24) | [Fact] FILE: test/Microsoft.ML.Tests/Scenarios/Api/Estimators/PredictAndMetadata.cs class ApiScenariosTests (line 15) | public partial class ApiScenariosTests method PredictAndMetadata (line 23) | [Fact] method MulticlassConfusionMatrixSlotNames (line 72) | [Fact] FILE: test/Microsoft.ML.Tests/Scenarios/Api/Estimators/SimpleTrainAndPredict.cs class ApiScenariosTests (line 14) | public partial class ApiScenariosTests method SimpleTrainAndPredict (line 22) | [Fact] method SimpleTrainAndPredictSymSGD (line 59) | [NativeDependencyFact("MklImports")] FILE: test/Microsoft.ML.Tests/Scenarios/Api/Estimators/TrainWithInitialPredictor.cs class ApiScenariosTests (line 13) | public partial class ApiScenariosTests method TrainWithInitialPredictor (line 19) | [Fact] FILE: test/Microsoft.ML.Tests/Scenarios/Api/TestApi.cs class TestApi (line 22) | public partial class TestApi : BaseTestClass method TestApi (line 26) | public TestApi(ITestOutputHelper output) : base(output) class OneIChannelWithAttribute (line 30) | private class OneIChannelWithAttribute class OneStringWithAttribute (line 36) | private class OneStringWithAttribute class TwoIChannelsWithAttributes (line 44) | private class TwoIChannelsWithAttributes class TwoIChannelsOnlyOneWithAttribute (line 53) | private class TwoIChannelsOnlyOneWithAttribute method CursorChannelExposedInMapTransform (line 63) | [Fact] class BreastCancerExample (line 140) | public class BreastCancerExample method LambdaTransformCreate (line 148) | [Fact] method TrainAveragedPerceptronWithCache (line 170) | [Fact] method MetadataSupportInDataViewConstruction (line 194) | [Fact] method ReadBreastCancerExamples (line 266) | private List ReadBreastCancerExamples() method TestSplitsSchema (line 294) | [Fact] method TestTrainTestSplit (line 343) | [Fact] class Input (line 403) | private sealed class Input method TestSplitsWithSamplingKeyColumn (line 415) | [Fact] FILE: test/Microsoft.ML.Tests/Scenarios/ClusteringTests.cs class ScenariosTests (line 12) | public partial class ScenariosTests class ClusteringPrediction (line 14) | public class ClusteringPrediction class ClusteringData (line 22) | public class ClusteringData method PredictClusters (line 29) | [Fact] FILE: test/Microsoft.ML.Tests/Scenarios/GetColumnTests.cs class GetColumnTests (line 18) | public sealed class GetColumnTests : BaseTestClass method GetColumnTests (line 20) | public GetColumnTests(ITestOutputHelper output) : base(output) method TestGetColumn (line 24) | [Fact] method TestGetColumnSelectedByString (line 66) | [Fact] method GetMustFail (line 93) | private static Action GetMustFail() FILE: test/Microsoft.ML.Tests/Scenarios/IrisPlantClassificationTests.cs class ScenariosTests (line 15) | public partial class ScenariosTests : BaseTestClass method TrainAndPredictIrisModelTest (line 17) | [Fact] class IrisData (line 101) | public class IrisData class IrisPrediction (line 119) | public class IrisPrediction method ScenariosTests (line 125) | public ScenariosTests(ITestOutputHelper output) : base(output) FILE: test/Microsoft.ML.Tests/Scenarios/IrisPlantClassificationWithStringLabelTests.cs class ScenariosTests (line 11) | public partial class ScenariosTests method TrainAndPredictIrisModelWithStringLabelTest (line 13) | [Fact] class IrisDataWithStringLabel (line 104) | private class IrisDataWithStringLabel class IrisPredictionWithStringLabel (line 122) | private class IrisPredictionWithStringLabel FILE: test/Microsoft.ML.Tests/Scenarios/OvaTest.cs class ScenariosTests (line 12) | public partial class ScenariosTests method OvaLogisticRegression (line 14) | [Fact] method OvaAveragedPerceptron (line 47) | [Fact] method OvaFastTree (line 83) | [Fact] method OvaLinearSvm (line 118) | [Fact] FILE: test/Microsoft.ML.Tests/Scenarios/RegressionTest.cs class ScenariosTests (line 10) | public partial class ScenariosTests method TestRegressionScenario (line 12) | [Fact] FILE: test/Microsoft.ML.Tests/Scenarios/WordBagTest.cs class ScenariosTests (line 11) | public partial class ScenariosTests method WordBags (line 13) | [Fact] method WordBagsHash (line 50) | [Fact] class TextData (line 79) | private class TextData class TransformedTextData (line 87) | private class TransformedTextData FILE: test/Microsoft.ML.Tests/ScenariosWithDirectInstantiation/IrisPlantClassificationTests.cs class ScenariosTests (line 13) | public partial class ScenariosTests method TrainAndPredictIrisModelUsingDirectInstantiationTest (line 15) | [Fact] method ComparePredictions (line 54) | private void ComparePredictions(PredictionEngine(bool useCsvVersion) method TestWrongDecimalMarkerInputs (line 976) | [Theory] method TestDifferentDecimalMarkersAtTheSameTime (line 1025) | [Theory] class IrisNoFields (line 1126) | private class IrisNoFields class IrisPrivateFields (line 1130) | private class IrisPrivateFields method GetSepalLength (line 1138) | public float GetSepalLength() method SetSepalLength (line 1141) | public void SetSepalLength(float sepalLength) class IrisPublicGetProperties (line 1146) | private class IrisPublicGetProperties class IrisPublicFields (line 1155) | private class IrisPublicFields method IrisPublicFields (line 1157) | public IrisPublicFields(float sepalLength, float sepalWidth) class IrisPublicProperties (line 1170) | private class IrisPublicProperties method TestTextLoaderNoFields (line 1179) | [Fact] class BreastCancerInputModelWithKeyType (line 1218) | public class BreastCancerInputModelWithKeyType class BreastCancerInputModelWithoutKeyType (line 1227) | public class BreastCancerInputModelWithoutKeyType method TestLoadTextWithKeyTypeAttribute (line 1236) | [Fact] method TestLoadTextWithoutKeyTypeAttribute (line 1249) | [Fact] method TestLoadTextWithEscapedNewLinesAndEscapeChar (line 1261) | [Theory] method TestInvalidMultilineCSVQuote (line 1370) | [Fact] method TestLoadTextWithEmptyFloat (line 1419) | [Theory] FILE: test/Microsoft.ML.Tests/TrainerEstimators/CalibratorEstimators.cs class TrainerEstimators (line 13) | public partial class TrainerEstimators method PlattCalibratorEstimator (line 18) | [Fact] method FixedPlattCalibratorEstimator (line 39) | [Fact] method NaiveCalibratorEstimator (line 59) | [Fact] method PavCalibratorEstimator (line 79) | [Fact] method GetCalibratorTestData (line 97) | CalibratorTestData GetCalibratorTestData() class CalibratorTestData (line 118) | private sealed class CalibratorTestData method CheckValidCalibratedData (line 128) | private void CheckValidCalibratedData(IDataView scoredData, ITransform... method TestNonStandardCalibratorEstimatorClasses (line 147) | [Fact] class CalibratorTestInputReversedOrder (line 211) | private sealed class CalibratorTestInputReversedOrder class CalibratorTestInputUniqueScoreColumnName (line 221) | private sealed class CalibratorTestInputUniqueScoreColumnName class CalibratorTestInputReversedOrderAndUniqueScoreColumnName (line 233) | private sealed class CalibratorTestInputReversedOrderAndUniqueScoreCol... method TestCalibratorEstimatorBackwardsCompatibility (line 243) | [Fact] FILE: test/Microsoft.ML.Tests/TrainerEstimators/FAFMEstimator.cs class TrainerEstimators (line 16) | public partial class TrainerEstimators : TestDataPipeBase method FfmBinaryClassificationWithoutArguments (line 18) | [FieldAwareFactorizationMachineFact] method FfmBinaryClassificationWithAdvancedArguments (line 39) | [FieldAwareFactorizationMachineFact] method FieldAwareFactorizationMachine_Estimator (line 65) | [FieldAwareFactorizationMachineFact] method GetFafmBCLoaderArgs (line 89) | private TextLoader.Options GetFafmBCLoaderArgs() class FfmExample (line 108) | private class FfmExample method GenerateFfmSamples (line 122) | private static IEnumerable GenerateFfmSamples(int exampleC... FILE: test/Microsoft.ML.Tests/TrainerEstimators/LbfgsTests.cs class TrainerEstimators (line 16) | public partial class TrainerEstimators method TestEstimatorLogisticRegression (line 18) | [Fact] method TestEstimatorMulticlassLogisticRegression (line 32) | [Fact] method TestEstimatorPoissonRegression (line 46) | [Fact] method TestLRNoStats (line 58) | [Fact] method TestLRWithStats (line 78) | [NativeDependencyFact("MklImports")] method TestLRWithStatsBackCompatibility (line 140) | [Fact] method TestMLRNoStats (line 162) | [Fact] method TestMLRWithStats (line 180) | [Fact] method TestMLRWithStatsBackCompatibility (line 231) | [Fact] FILE: test/Microsoft.ML.Tests/TrainerEstimators/MatrixFactorizationTests.cs class TrainerEstimators (line 21) | public partial class TrainerEstimators : TestDataPipeBase method MatrixFactorization_Estimator (line 23) | [Fact] method MatrixFactorizationSimpleTrainAndPredict (line 56) | [Fact(Skip = "Temporarily skipping while Intel/AMD difference is resol... method GetLoaderArgs (line 156) | private TextLoader.Options GetLoaderArgs(string labelColumnName, strin... class MatrixElement (line 181) | internal class MatrixElement class MatrixElementForScore (line 193) | internal class MatrixElementForScore method MatrixFactorizationInMemoryData (line 202) | [Fact] class MatrixElementZeroBased256By256 (line 266) | internal class MatrixElementZeroBased256By256 class MatrixElementZeroBasedForScore256By256 (line 278) | internal class MatrixElementZeroBasedForScore256By256 class MatrixElementZeroBased (line 289) | internal class MatrixElementZeroBased class MatrixElementZeroBasedForScore (line 301) | internal class MatrixElementZeroBasedForScore method MatrixFactorizationInMemoryDataZeroBaseIndex (line 312) | [Fact] class OneClassMatrixElementZeroBased (line 407) | private class OneClassMatrixElementZeroBased class OneClassMatrixElementZeroBasedForScore (line 416) | private class OneClassMatrixElementZeroBasedForScore method OneClassMatrixFactorizationInMemoryDataZeroBaseIndex (line 426) | [Fact] method MatrixFactorizationBackCompat (line 502) | [Fact] method OneClassMatrixFactorizationWithUnseenColumnAndRow (line 570) | [Fact] method OneClassMatrixFactorizationSample (line 642) | [Fact] class OneClassMatrixElement (line 718) | private class OneClassMatrixElement method GetOneClassMatrix (line 735) | private static void GetOneClassMatrix(out List ... method InspectMatrixFactorizationModel (line 759) | [Fact] FILE: test/Microsoft.ML.Tests/TrainerEstimators/MetalinearEstimators.cs class TrainerEstimators (line 16) | public partial class TrainerEstimators method OVAWithAllConstructorArgs (line 21) | [Fact] method OVAUncalibrated (line 42) | [Fact] method PairwiseCouplingTrainer (line 59) | [Fact] method MetacomponentsFeaturesRenamed (line 74) | [Fact] FILE: test/Microsoft.ML.Tests/TrainerEstimators/OlsLinearRegressionTests.cs class TrainerEstimators (line 12) | public partial class TrainerEstimators method TestEstimatorOlsLinearRegression (line 14) | [NativeDependencyFact("MklImports")] FILE: test/Microsoft.ML.Tests/TrainerEstimators/OneDalEstimators.cs class TrainerEstimators (line 29) | public partial class TrainerEstimators : TestDataPipeBase method OneDalFastTreeBinaryEstimator (line 33) | [NativeDependencyFact("OneDalNative")] FILE: test/Microsoft.ML.Tests/TrainerEstimators/OnlineLinearTests.cs class TrainerEstimators (line 13) | public partial class TrainerEstimators method OnlineLinearWorkout (line 15) | [Fact] FILE: test/Microsoft.ML.Tests/TrainerEstimators/PriorRandomTests.cs class TrainerEstimators (line 12) | public partial class TrainerEstimators method GetBreastCancerDataviewWithTextColumns (line 14) | private IDataView GetBreastCancerDataviewWithTextColumns() method TestEstimatorPrior (line 30) | [Fact] FILE: test/Microsoft.ML.Tests/TrainerEstimators/SdcaTests.cs class TrainerEstimators (line 14) | public partial class TrainerEstimators method SdcaWorkout (line 16) | [Fact] method SdcaLogisticRegression (line 56) | [Fact] method SdcaLogisticRegressionWithWeight (line 100) | [Fact] method SdcaMaximumEntropyWithWeight (line 156) | [Fact] method SdcaSupportVectorMachine (line 215) | [Fact] method SdcaMulticlassLogisticRegression (line 257) | [Fact] method SdcaMulticlassSupportVectorMachine (line 292) | [Fact] FILE: test/Microsoft.ML.Tests/TrainerEstimators/SymSgdClassificationTests.cs class TrainerEstimators (line 14) | public partial class TrainerEstimators method TestEstimatorSymSgdClassificationTrainer (line 16) | [NativeDependencyFact("MklImports")] method TestEstimatorSymSgdInitPredictor (line 30) | [NativeDependencyFact("MklImports")] FILE: test/Microsoft.ML.Tests/TrainerEstimators/TrainerEstimators.cs class TrainerEstimators (line 16) | public partial class TrainerEstimators : TestDataPipeBase method TrainerEstimators (line 18) | public TrainerEstimators(ITestOutputHelper helper) : base(helper) method PCATrainerEstimator (line 25) | [Fact] method KMeansEstimator (line 53) | [Fact(Skip = "Failing due to minor rounding error, but no way to pass ... method TestEstimatorHogwildSGD (line 89) | [Fact] method TestEstimatorHogwildSGDNonCalibrated (line 121) | [Fact] method TestEstimatorMulticlassNaiveBayesTrainer (line 151) | [Fact] method TestEstimatorLdSvmTrainer (line 160) | [Fact] method GetBinaryClassificationPipeline (line 189) | private (IEstimator, IDataView) GetBinaryClassificationP... method GetOneHotBinaryClassificationPipeline (line 215) | private (IEstimator, IDataView) GetOneHotBinaryClassific... method GetRankingPipeline (line 225) | private (IEstimator, IDataView) GetRankingPipeline() method GetRegressionPipeline (line 247) | private IDataView GetRegressionPipeline() method GetIrisLoaderArgs (line 262) | private TextLoader.Options GetIrisLoaderArgs() method GetMulticlassPipeline (line 276) | private (IEstimator, IDataView) GetMulticlassPipeline() FILE: test/Microsoft.ML.Tests/TrainerEstimators/TreeEnsembleFeaturizerTest.cs class TrainerEstimators (line 15) | public partial class TrainerEstimators method TreeEnsembleFeaturizerOutputSchemaTest (line 17) | [Fact] method TreeEnsembleFeaturizerTransformerFastTreeBinary (line 123) | [Fact] method TreeEnsembleFeaturizerTransformerFastForestBinary (line 175) | [Fact] method TestPretrainedTreeFeaturizationEstimator (line 229) | [Fact] method TreeEnsembleFeaturizingPipeline (line 297) | [Fact] method TestFastTreeBinaryFeaturizationInPipeline (line 349) | [Fact] method TestFastForestBinaryFeaturizationInPipeline (line 388) | [Fact] method TestFastTreeRegressionFeaturizationInPipeline (line 427) | [Fact] method TestFastForestRegressionFeaturizationInPipeline (line 465) | [Fact] method TestFastTreeTweedieFeaturizationInPipeline (line 503) | [Fact] method TestFastTreeRankingFeaturizationInPipeline (line 541) | [Fact] method TestSaveAndLoadTreeFeaturizer (line 579) | [Fact] method TestSaveAndLoadDoubleTreeFeaturizer (line 634) | [Fact] method TestFastTreeBinaryFeaturizationInPipelineWithOptionalOutputs (line 708) | [Fact] method TreeEnsembleFeaturizingPipelineMulticlass (line 766) | [Fact] class RowWithKey (line 817) | private class RowWithKey class RowWithFloat (line 823) | private class RowWithFloat FILE: test/Microsoft.ML.Tests/TrainerEstimators/TreeEstimators.cs class NoParallelizationDefinition (line 27) | [CollectionDefinition(nameof(NoParallelizationDefinition), DisableParall... class TrainerEstimators (line 30) | [Collection(nameof(NoParallelizationDefinition))] method FastTreeBinaryEstimator (line 36) | [Fact] method LightGBMBinaryEstimator (line 57) | [LightGBMFact] method LightGBMBinaryEstimatorUnbalanced (line 81) | [LightGBMFact] method LightGBMBinaryEstimatorCorrectSigmoid (line 106) | [LightGBMFact] method GAMClassificationEstimator (line 130) | [Fact] method FastForestClassificationEstimator (line 149) | [Fact] method FastTreeRankerEstimator (line 172) | [Fact] method LightGBMRankerEstimator (line 196) | [LightGBMFact] method FastTreeRegressorEstimator (line 214) | [Fact] method LightGBMRegressorEstimator (line 229) | [LightGBMFact] method GAMRegressorEstimator (line 251) | [Fact] method TweedieRegressorEstimator (line 269) | [Fact] method FastForestRegressorEstimator (line 288) | [Fact] method LightGbmMulticlassEstimator (line 307) | [LightGBMFact] method LightGbmMulticlassEstimatorFile (line 321) | [LightGBMFact] method LightGbmMulticlassEstimatorWithOptions (line 339) | [LightGBMTheory] method LightGbmMulticlassEstimatorCorrectSigmoid (line 361) | [LightGBMFact] method LightGbmMulticlassEstimatorBalanced (line 387) | [LightGBMFact] method LightGbmMulticlassEstimatorUnbalanced (line 406) | [LightGBMFact] class GbmExample (line 428) | private class GbmExample method LightGbmHelper (line 438) | private void LightGbmHelper(bool useSoftmax, double sigmoid, out strin... method LightGbmMulticlassEstimatorCompareOva (line 548) | [LightGBMFact] method LightGbmMulticlassEstimatorCompareOvaUsingSigmoids (line 584) | [LightGBMFact] method LightGbmMulticlassEstimatorCompareOvaUsingDifferentSigmoids (line 620) | [LightGBMFact] method LightGbmMulticlassEstimatorCompareSoftMax (line 657) | [LightGBMFact] method LightGbmMulticlassEstimatorCompareUnbalanced (line 686) | [LightGBMFact] class DataPoint (line 715) | private class DataPoint method GenerateRandomDataPoints (line 723) | private static IEnumerable GenerateRandomDataPoints(int count, method LightGbmFitMoreThanOnce (line 741) | [LightGBMFact] method LightGbmInDifferentCulture (line 776) | [LightGBMFact] class SummaryDataRow (line 791) | private class SummaryDataRow class QuantileTestSummaryDataRow (line 810) | private class QuantileTestSummaryDataRow : SummaryDataRow method CheckSummaryRowTreeNode (line 818) | private static void CheckSummaryRowTreeNode(SummaryDataRow row, int tr... method CheckSummaryRowLeafNode (line 841) | private static void CheckSummaryRowLeafNode(SummaryDataRow row, int tr... method CheckSummaryRowLeafNodeQuantileTree (line 858) | private static void CheckSummaryRowLeafNodeQuantileTree(QuantileTestSu... method CheckSummary (line 870) | private void CheckSummary(ICanGetSummaryAsIDataView modelParameters, d... method FastTreeRegressorTestSummary (line 907) | [Fact] method FastForestRegressorTestSummary (line 925) | [Fact] method FastTreeTweedieRegressorTestSummary (line 943) | [Fact] method LightGbmRegressorTestSummary (line 961) | [LightGBMFact] method FastTreeBinaryClassificationTestSummary (line 986) | [Fact] method FastForestBinaryClassificationTestSummary (line 1004) | [Fact] method FastTreeMultiClassificationCancellationTest (line 1022) | [Fact] method LightGbmBinaryClassificationTestSummary (line 1044) | [LightGBMFact] method LightGbmBinaryClassificationCancellationTest (line 1070) | [LightGBMFact] method LightGbmMultiClassificationCancellationTest (line 1098) | [LightGBMFact] FILE: test/Microsoft.ML.Tests/Transformers/CategoricalHashTests.cs class CategoricalHashTests (line 19) | public class CategoricalHashTests : TestDataPipeBase method CategoricalHashTests (line 21) | public CategoricalHashTests(ITestOutputHelper output) : base(output) class TestClass (line 25) | private class TestClass class TestMeta (line 33) | private class TestMeta method CategoricalHashWorkout (line 46) | [Fact] method CategoricalHash (line 77) | [Fact] method TestMetadataPropagation (line 111) | [Fact] method ValidateMetadata (line 137) | private void ValidateMetadata(IDataView result) method TestCommandLine (line 214) | [Fact] method TestOldSavingAndLoading (line 220) | [Fact] FILE: test/Microsoft.ML.Tests/Transformers/CategoricalTests.cs class CategoricalTests (line 19) | public class CategoricalTests : TestDataPipeBase method CategoricalTests (line 21) | public CategoricalTests(ITestOutputHelper output) : base(output) class TestClass (line 25) | private sealed class TestClass class TestClassWithLabel (line 34) | private sealed class TestClassWithLabel class TestMeta (line 41) | private sealed class TestMeta class TestStringClass (line 57) | private sealed class TestStringClass method CategoricalWorkout (line 62) | [Fact] method CategoricalOneHotEncodingVector (line 96) | [Fact] method CategoricalOneHotEncodingFromSideData (line 124) | [Fact] method Categorical (line 153) | [Fact] method TestMetadataPropagation (line 183) | [Fact] method ValidateMetadata (line 215) | private void ValidateMetadata(IDataView result) method TestCommandLine (line 305) | [Fact] method TestOldSavingAndLoading (line 311) | [Fact] FILE: test/Microsoft.ML.Tests/Transformers/CharTokenizeTests.cs class CharTokenizeTests (line 16) | public class CharTokenizeTests : TestDataPipeBase method CharTokenizeTests (line 18) | public CharTokenizeTests(ITestOutputHelper output) : base(output) class TestClass (line 22) | private class TestClass class TestWrong (line 29) | private class TestWrong method CharTokenizeWorkout (line 37) | [Fact] method TestCommandLine (line 50) | [Fact] method TestOldSavingAndLoading (line 56) | [Fact] FILE: test/Microsoft.ML.Tests/Transformers/ConcatTests.cs class ConcatTests (line 15) | public sealed class ConcatTests : TestDataPipeBase method ConcatTests (line 17) | public ConcatTests(ITestOutputHelper output) : base(output) method TestConcatNoInputColumns (line 21) | [Fact] method TestConcat (line 40) | [Fact] method ConcatWithAliases (line 98) | [Fact] FILE: test/Microsoft.ML.Tests/Transformers/ConvertTests.cs class ConvertTests (line 18) | public class ConvertTests : TestDataPipeBase method ConvertTests (line 20) | public ConvertTests(ITestOutputHelper output) : base(output) class TestPrimitiveClass (line 24) | private sealed class TestPrimitiveClass class TestPrimitiveClassConverted (line 52) | private sealed class TestPrimitiveClassConverted class TestClass (line 106) | private sealed class TestClass class MetaClass (line 113) | private sealed class MetaClass class TestStringClass (line 119) | private sealed class TestStringClass method TestConvertWorkout (line 124) | [Fact] method ValueToKeyFromSideData (line 277) | [Fact] method TestCommandLine (line 308) | [Fact] method TestOldSavingAndLoading (line 314) | [Fact] method TestMetadata (line 333) | [Fact] method ValidateMetadata (line 350) | private void ValidateMetadata(IDataView result) class SimpleSchemaUIntColumn (line 366) | public class SimpleSchemaUIntColumn method TypeConvertKeyBackCompatTest (line 373) | [Fact] FILE: test/Microsoft.ML.Tests/Transformers/CopyColumnEstimatorTests.cs class CopyColumnEstimatorTests (line 19) | public class CopyColumnEstimatorTests : BaseTestClass method CopyColumnEstimatorTests (line 21) | public CopyColumnEstimatorTests(ITestOutputHelper output) : base(output) class TestClass (line 25) | class TestClass class TestClassXY (line 32) | class TestClassXY class TestMetaClass (line 38) | class TestMetaClass method TestWorking (line 44) | [Fact] method TestBadOriginalSchema (line 56) | [Fact] method TestBadTransformSchema (line 73) | [Fact] method TestSavingAndLoading (line 93) | [Fact] method TestOldSavingAndLoading (line 111) | [Fact] method TestMetadataCopy (line 130) | [Fact] method TestCommandLine (line 159) | [Fact] method ValidateCopyColumnTransformer (line 165) | private void ValidateCopyColumnTransformer(IDataView result) FILE: test/Microsoft.ML.Tests/Transformers/CountTargetEncodingTests.cs class CountTargetEncodingTests (line 16) | public class CountTargetEncodingTests : TestDataPipeBase method CountTargetEncodingTests (line 18) | public CountTargetEncodingTests(ITestOutputHelper output) : base(output) method TestCountTargetEncodingEstimator (line 22) | [Fact] method TestSaveAndLoadExternalCounts (line 38) | [Fact] method TestSaveAndLoadExternalCountsMultipleColumns (line 53) | [Fact] method TestCountTargetEncodingWithNoise (line 73) | [X86X64Fact("Flaky on non X86/X64")] method CheckDoubleCounts (line 124) | private static void CheckDoubleCounts(IDataView data, CountTargetEncod... method TestCountTargetEncodingEstimatorWithBuilders (line 158) | [Fact] FILE: test/Microsoft.ML.Tests/Transformers/CustomMappingTests.cs class CustomMappingTests (line 18) | public sealed class CustomMappingTests : TestDataPipeBase method CustomMappingTests (line 20) | public CustomMappingTests(ITestOutputHelper helper) : base(helper) class MyInput (line 24) | public class MyInput class MyOutput (line 30) | public class MyOutput class MyLambda (line 35) | [CustomMappingFactoryAttribute("MyLambda")] method MyAction (line 38) | public static void MyAction(MyInput input, MyOutput output) method GetMapping (line 43) | public override Action GetMapping() method TestCustomTransformer (line 49) | [Theory] method TestSchemaPropagation (line 87) | [Fact] class MyStatefulInput (line 125) | public class MyStatefulInput class MyState (line 130) | public class MyState class MyStatefulOutput (line 135) | public class MyStatefulOutput class MyStatefulLambda (line 140) | [CustomMappingFactoryAttribute(nameof(MyStatefulLambda))] method GetMapping (line 143) | public override Action G... method GetStateInitAction (line 148) | public override Action GetStateInitAction() method MyStatefulAction (line 153) | public static void MyStatefulAction(MyStatefulInput input, MyStatefu... method MyStateInit (line 159) | public static void MyStateInit(MyState state) method TestStatefulCustomMappingTransformer (line 165) | [Fact] method TestCustomFilter (line 190) | [Fact] class MyFilterState (line 205) | private sealed class MyFilterState class MyFilterInput (line 210) | private sealed class MyFilterInput method TestStatefulCustomFilter (line 216) | [Fact] FILE: test/Microsoft.ML.Tests/Transformers/ExpressionTransformerTests.cs class ExpressionTransformerTests (line 13) | public sealed class ExpressionTransformerTests : TestDataPipeBase method ExpressionTransformerTests (line 15) | public ExpressionTransformerTests(ITestOutputHelper output) : base(out... method TestExpressionTransformer (line 19) | [Fact] FILE: test/Microsoft.ML.Tests/Transformers/FeatureSelectionTests.cs class FeatureSelectionTests (line 20) | public sealed class FeatureSelectionTests : TestDataPipeBase method FeatureSelectionTests (line 22) | public FeatureSelectionTests(ITestOutputHelper helper) method FeatureSelectionWorkout (line 27) | [Fact] method DropSlotsTransform (line 61) | [Fact] method TestDropSlotsSelectionCommandLine (line 96) | [Fact] method CountFeatureSelectionWorkout (line 102) | [Fact] method TestCountFeatureSelectionCommandLine (line 138) | [Fact] method TestCountSelectOldSavingAndLoading (line 144) | [Fact] method MutualInformationSelectionWorkout (line 166) | [Fact] method TestMutualInformationFeatureSelectionCommandLine (line 198) | [Fact] method TestMutualInformationOldSavingAndLoading (line 204) | [Fact] method TestFeatureSelectionWithBadInput (line 226) | [Fact] FILE: test/Microsoft.ML.Tests/Transformers/GroupUngroup.cs class GroupUngroupTests (line 14) | public class GroupUngroupTests : TestDataPipeBase class GroupExample (line 19) | private class GroupExample class UngroupExample (line 29) | private class UngroupExample method GroupUngroupTests (line 36) | public GroupUngroupTests(ITestOutputHelper helper) method GroupTest (line 41) | [Fact] method UgroupTest (line 80) | [Fact] FILE: test/Microsoft.ML.Tests/Transformers/HashTests.cs class HashTests (line 22) | public class HashTests : TestDataPipeBase method HashTests (line 24) | public HashTests(ITestOutputHelper output) : base(output) class TestClass (line 28) | private class TestClass class TestMeta (line 35) | private class TestMeta method HashWorkout (line 45) | [Fact] method TestMetadata (line 62) | [Fact] method ValidateMetadata (line 83) | private void ValidateMetadata(IDataView result) method TestCommandLine (line 102) | [Fact] method TestOldSavingAndLoading (line 108) | [Fact] method HashTestCore (line 129) | private void HashTestCore(T val, PrimitiveDataViewType type, uint e... method HashTestPositiveIntegerCore32Bits (line 223) | private void HashTestPositiveIntegerCore32Bits(ulong value, uint expec... method HashTestPositiveIntegerCore64Bits (line 255) | private void HashTestPositiveIntegerCore64Bits(ulong value, uint expec... method HashTestPositiveIntegerCore128Bits (line 272) | private void HashTestPositiveIntegerCore128Bits(ulong value, uint expe... method TestHashIntegerNumbers (line 277) | [Fact] method TestHashString (line 292) | [Fact] method TestHashFloatingPointNumbers (line 299) | [Fact] method TestHashBool (line 313) | [Fact] class HashData (line 321) | private class HashData method TestHashBackCompatability (line 326) | [Fact] method TestBackCompatNoCombineOption (line 353) | [Fact] method TestCombineLengthOneVector (line 372) | [Fact] FILE: test/Microsoft.ML.Tests/Transformers/KeyToBinaryVectorEstimatorTest.cs class KeyToBinaryVectorEstimatorTest (line 19) | public class KeyToBinaryVectorEstimatorTest : TestDataPipeBase method KeyToBinaryVectorEstimatorTest (line 21) | public KeyToBinaryVectorEstimatorTest(ITestOutputHelper output) : base... class TestClass (line 25) | private class TestClass class TestMeta (line 32) | private class TestMeta method KeyToBinaryVectorWorkout (line 42) | [Fact] method KeyToBinaryVector (line 59) | [Fact] method TestMetadataPropagation (line 82) | [Fact] method ValidateMetadata (line 112) | private void ValidateMetadata(IDataView result) method TestCommandLine (line 137) | [Fact] method TestOldSavingAndLoading (line 143) | [Fact] FILE: test/Microsoft.ML.Tests/Transformers/KeyToValueTests.cs class KeyToValueTests (line 16) | public sealed class KeyToValueTests : TestDataPipeBase method KeyToValueTests (line 18) | public KeyToValueTests(ITestOutputHelper output) : base(output) method KeyToValueWorkout (line 22) | [Fact] method KeyToValue (line 64) | [Fact] FILE: test/Microsoft.ML.Tests/Transformers/KeyToVectorEstimatorTests.cs class KeyToVectorEstimatorTest (line 20) | public class KeyToVectorEstimatorTest : TestDataPipeBase method KeyToVectorEstimatorTest (line 22) | public KeyToVectorEstimatorTest(ITestOutputHelper output) : base(output) class TestClass (line 26) | private class TestClass class TestMeta (line 33) | private class TestMeta method KeyToVectorWorkout (line 49) | [Fact] method KeyToVector (line 69) | [Fact] method TestMetadataPropagation (line 92) | [Fact] method ValidateMetadata (line 130) | private void ValidateMetadata(IDataView result) method TestCommandLine (line 196) | [Fact] method TestOldSavingAndLoading (line 202) | [Fact] class ModelInput (line 228) | public class ModelInput method GetData (line 238) | static IEnumerable GetData() method KeyToVectorOverflowTest (line 246) | [Fact] FILE: test/Microsoft.ML.Tests/Transformers/LineParserTests.cs class LineParserTests (line 16) | public class LineParserTests : BaseTestClass method LineParserTests (line 18) | public LineParserTests(ITestOutputHelper output) : base(output) method ValidInputs (line 22) | public static IEnumerable ValidInputs() method WhenProvidedAValidInputParserParsesKeyAndValues (line 31) | [Theory] method WhenProvidedAnInvalidInputParserReturnsFailure (line 43) | [Theory] method LineParserAndCulture (line 51) | [Fact] FILE: test/Microsoft.ML.Tests/Transformers/NAIndicatorTests.cs class NAIndicatorTests (line 19) | public class NAIndicatorTests : TestDataPipeBase class TestClass (line 21) | private class TestClass method NAIndicatorTests (line 31) | public NAIndicatorTests(ITestOutputHelper output) : base(output) method NAIndicatorWorkout (line 35) | [Fact] method TestCommandLine (line 57) | [Fact] method TestOldSavingAndLoading (line 63) | [Fact] method NAIndicatorFileOutput (line 91) | [Fact] method NAIndicatorMetadataTest (line 126) | [Fact] FILE: test/Microsoft.ML.Tests/Transformers/NAReplaceTests.cs class NAReplaceTests (line 17) | public class NAReplaceTests : TestDataPipeBase class TestClass (line 19) | private class TestClass class TestOutputClass (line 31) | private class TestOutputClass method NAReplaceTests (line 50) | public NAReplaceTests(ITestOutputHelper output) : base(output) method NAReplaceMode (line 54) | [Fact] method NAReplaceWorkout (line 100) | [Fact] method NAReplace (line 121) | [Fact] method TestCommandLine (line 152) | [Fact] method TestOldSavingAndLoading (line 158) | [Fact] FILE: test/Microsoft.ML.Tests/Transformers/NormalizerTests.cs class NormalizerTests (line 26) | public sealed class NormalizerTests : TestDataPipeBase method NormalizerTests (line 28) | public NormalizerTests(ITestOutputHelper output) : base(output) method NormalizerWorkout (line 32) | [Fact] method NormalizerParameters (line 101) | [Fact] method NormalizerParametersMultiColumnApi (line 218) | [Fact] method SimpleConstructorsAndExtensions (line 466) | [Fact] method NormalizerExperimentalExtensions (line 570) | [Fact] method NormalizerExperimentalExtensionGetColumnPairs (line 628) | [Fact] method LpGcNormAndWhiteningWorkout (line 652) | [NativeDependencyFact("MklImports")] method WhiteningWorkout (line 686) | [NativeDependencyFact("MklImports")] method TestWhiteningCommandLine (line 720) | [Fact] method TestWhiteningOldSavingAndLoading (line 728) | [NativeDependencyFact("MklImports")] method LpNormWorkout (line 750) | [Fact] method TestLpNormCommandLine (line 783) | [Fact] method TestLpNormOldSavingAndLoading (line 789) | [Fact] method GcnWorkout (line 810) | [Fact] method TestGcnNormCommandLine (line 843) | [Fact] method TestGcnNormOldSavingAndLoading (line 849) | [Fact] method TestNormalizeBackCompatibility (line 870) | [Fact] class DataPointVec (line 883) | private sealed class DataPointVec class DataPointOne (line 889) | private sealed class DataPointOne method TestNormalizeLogMeanVarianceFixZeroOne (line 894) | [Fact] method TestNormalizeLogMeanVarianceFixZeroVec (line 935) | [Fact] method TestNormalizeBackCompatibility2 (line 983) | [Fact] class TensorData (line 1024) | public class TensorData method GetTensorData (line 1034) | public static TensorData[] GetTensorData() method TestSavingNormalizerWithMultidimensionalVectorInput (line 1050) | [Fact] method TestHeapMedianAlgorithm (line 1069) | [Fact] method GenerateRandomFloats (line 1109) | static List GenerateRandomFloats(int num, int min = int.MinValu... method TestMinHeapForMedianNormalizer (line 1123) | [Fact] method TestMaxHeapForMedianNormalizer (line 1196) | [Fact] FILE: test/Microsoft.ML.Tests/Transformers/PcaTests.cs class PcaTests (line 14) | public sealed class PcaTests : TestDataPipeBase method PcaTests (line 19) | public PcaTests(ITestOutputHelper helper) method PcaWorkout (line 26) | [Fact] method TestPcaEstimator (line 50) | [Fact] FILE: test/Microsoft.ML.Tests/Transformers/RffTests.cs class RffTests (line 19) | public class RffTests : TestDataPipeBase method RffTests (line 21) | public RffTests(ITestOutputHelper output) : base(output) class TestClass (line 25) | private class TestClass class TestClassBiggerSize (line 31) | private class TestClassBiggerSize class TestClassInvalidSchema (line 37) | private class TestClassInvalidSchema method RffWorkout (line 42) | [Fact] method ApproximateKernelMap (line 63) | [Fact] method TestCommandLine (line 84) | [Fact] method TestOldSavingAndLoading (line 90) | [Fact] FILE: test/Microsoft.ML.Tests/Transformers/SelectColumnsTests.cs class SelectColumnsTransformsTests (line 17) | public class SelectColumnsTransformsTests : TestDataPipeBase class TestClass (line 19) | class TestClass class TestClass2 (line 26) | class TestClass2 class TestClass3 (line 31) | class TestClass3 method SelectColumnsTransformsTests (line 40) | public SelectColumnsTransformsTests(ITestOutputHelper output) : base(o... method TestSelectKeep (line 44) | [Fact] method TestSelectKeepWithOrder (line 63) | [Fact] method TestSelectDrop (line 84) | [Fact] method TestSelectWorkout (line 102) | [Fact] method TestSelectColumnsWithMissing (line 119) | [Fact] method TestSelectColumnsWithSameName (line 128) | [Fact] method TestSelectColumnsWithKeepHidden (line 151) | [Fact] method TestSelectSavingAndLoading (line 174) | [Fact] method TestSelectSavingAndLoadingWithNoKeepHidden (line 193) | [Fact] method TestSelectBackCompatDropColumns (line 213) | [Fact] method TestSelectBackCompatKeepColumns (line 241) | [Fact] method TestSelectBackCompatChooseColumns (line 269) | [Fact] method TestSelectBackCompatChooseColumnsWithKeep (line 297) | [Fact] method TestCommandLineWithKeep (line 326) | [Fact] method TestCommandLineWithDrop (line 332) | [Fact] method TestCommandLineKeepWithoutHidden (line 338) | [Fact] method TestCommandLineKeepWithIgnoreMismatch (line 344) | [Fact] FILE: test/Microsoft.ML.Tests/Transformers/TextFeaturizerTests.cs class TextFeaturizerTests (line 24) | public sealed class TextFeaturizerTests : TestDataPipeBase method TextFeaturizerTests (line 26) | public TextFeaturizerTests(ITestOutputHelper helper) class TestClass (line 31) | private class TestClass class TestClass2 (line 38) | private class TestClass2 method TextFeaturizerWithPredefinedStopWordRemoverTest (line 44) | [Fact] method TextFeaturizerWithWordFeatureExtractorTest (line 62) | [Fact] method TextFeaturizerWithWordFeatureExtractorWithNullInputNamesTest (line 91) | [Fact] method TextFeaturizerWithWordFeatureExtractorTestWithNoInputNames (line 133) | [Fact] method TextFeaturizerWithCharFeatureExtractorTest (line 175) | [Fact] method TextFeaturizerWithL2NormTest (line 204) | [Fact] method TextFeaturizerWithCustomStopWordRemoverTest (line 235) | [Fact] method TestCaseMode (line 261) | private void TestCaseMode(IDataView dataView, TestClass[] data, TextNo... method TextFeaturizerWithUpperCaseTest (line 296) | [Fact] method TestKeepNumbers (line 309) | private void TestKeepNumbers(IDataView dataView, TestClass[] data, boo... method TextFeaturizerWithKeepNumbersTest (line 335) | [Fact] method TestKeepPunctuations (line 346) | private void TestKeepPunctuations(IDataView dataView, TestClass[] data... method TextFeaturizerWithKeepPunctuationsTest (line 373) | [Fact] method TestKeepDiacritics (line 384) | private void TestKeepDiacritics(IDataView dataView, TestClass[] data, ... method TextFeaturizerWithKeepDiacriticsTest (line 410) | [Fact] method TextFeaturizerWorkout (line 422) | [Fact] method TextTokenizationWorkout (line 455) | [Fact] method TokenizeWithSeparators (line 485) | [Fact] method TokenizeWithSeparatorCommandLine (line 509) | [Fact] method TextNormalizationAndStopwordRemoverWorkout (line 522) | [Fact] method StopWordsRemoverFromFactory (line 553) | [Fact] method WordBagWorkout (line 585) | [Fact] method NgramWorkout (line 615) | [Fact] method TestNgramCompatColumns (line 650) | [Fact] method LdaWorkout (line 668) | [Fact] method LdaWorkoutEstimatorCore (line 716) | [Fact] method TestLdaCommandLine (line 741) | [Fact] method TestTextFeaturizerBackCompat (line 747) | [Fact] method TestWordBagInPipeline (line 773) | [Fact] FILE: test/Microsoft.ML.Tests/Transformers/TextNormalizer.cs class TextNormalizerTests (line 16) | public class TextNormalizerTests : TestDataPipeBase method TextNormalizerTests (line 18) | public TextNormalizerTests(ITestOutputHelper output) : base(output) class TestClass (line 22) | private class TestClass class TestClassB (line 30) | private class TestClassB method TextNormalizerWorkout (line 37) | [Fact] method TestCommandLine (line 71) | [Fact] method TestOldSavingAndLoading (line 77) | [Fact] FILE: test/Microsoft.ML.Tests/Transformers/ValueMappingTests.cs class ValueMappingTests (line 20) | public class ValueMappingTests : TestDataPipeBase method ValueMappingTests (line 22) | public ValueMappingTests(ITestOutputHelper output) : base(output) class TestClass (line 26) | class TestClass class TestWrong (line 33) | class TestWrong class TestTermLookup (line 39) | public class TestTermLookup method ValueMapOneValueTest (line 49) | [Fact] method ValueMapInputIsVectorTest (line 87) | [Fact] method ValueMapInputIsVectorAndValueAsStringKeyTypeTest (line 133) | [Fact] method ValueMapVectorValueTest (line 168) | [Fact] class Map (line 217) | class Map method ValueMapDataViewAsMapTest (line 223) | [Fact] method ValueMapVectorStringValueTest (line 257) | [Fact] method ValueMappingMissingKey (line 301) | [Fact] method TestDuplicateKeys (line 339) | [Fact] method ValueMappingOutputSchema (line 358) | [Fact] method ValueMappingWithValuesAsKeyTypesOutputSchema (line 390) | [Fact] method ValueMappingValuesAsUintKeyTypes (line 423) | [Fact] method ValueMappingValuesAsUlongKeyTypes (line 465) | [Fact] method ValueMappingValuesAsStringKeyTypes (line 505) | [Fact] method ValueMappingValuesAsKeyTypesReverseLookup (line 546) | [Fact] method ValueMappingWorkout (line 586) | [Fact] method ValueMappingValueTypeIsVectorWorkout (line 605) | [Fact] method ValueMappingInputIsVectorWorkout (line 624) | [Fact] method TestCommandLine (line 645) | [Fact] method TestCommandLineNoLoader (line 654) | [Fact] method TestCommandLineNoLoaderWithColumnNames (line 663) | [Fact] method TestCommandLineNoLoaderWithoutTreatValuesAsKeys (line 672) | [Fact] method TestSavingAndLoading (line 681) | [Fact] method TestValueMapBackCompatTermLookup (line 709) | [Fact] method TestValueMapBackCompatTermLookupKeyTypeValue (line 726) | [Fact] method TestValueMapWithNonDefaultColumnOrder (line 750) | [Fact] class LookupMap (line 796) | private class LookupMap class DataPoint (line 802) | private class DataPoint class TransformedData (line 807) | private class TransformedData : DataPoint FILE: test/Microsoft.ML.Tests/Transformers/WordBagTransformerTests.cs class WordBagTransformerTests (line 19) | public sealed class WordBagTransformerTests : TestDataPipeBase method WordBagTransformerTests (line 21) | public WordBagTransformerTests(ITestOutputHelper helper) : base(helper) method WordBagsPreDefined (line 25) | [Fact] method WordBagsPreDefinedNonDefault (line 54) | [Fact] method WordBagsPreDefinedMakeSureDefaultAndNonDefaultHaveSameOutput (line 82) | [Fact] class TextData (line 121) | private class TextData class TransformedTextData (line 126) | private class TransformedTextData FILE: test/Microsoft.ML.Tests/Transformers/WordEmbeddingsTests.cs class NoParallelizationDefinition (line 15) | [CollectionDefinition(nameof(NoParallelizationDefinition), DisableParall... class WordEmbeddingsTests (line 17) | [Collection(nameof(NoParallelizationDefinition))] method WordEmbeddingsTests (line 20) | public WordEmbeddingsTests(ITestOutputHelper helper) method TestWordEmbeddings (line 25) | [Fact] method TestCustomWordEmbeddings (line 60) | [Fact] FILE: test/Microsoft.ML.Tests/Transformers/WordTokenizeTests.cs class WordTokenizeTests (line 17) | public class WordTokenizeTests : TestDataPipeBase method WordTokenizeTests (line 19) | public WordTokenizeTests(ITestOutputHelper output) : base(output) class TestClass (line 23) | private class TestClass class NativeResult (line 34) | public class NativeResult class TestWrong (line 44) | private class TestWrong method WordTokenizeWorkout (line 50) | [Fact] method TestCommandLine (line 88) | [Fact] method TestOldSavingAndLoading (line 94) | [Fact] FILE: test/Microsoft.ML.TimeSeries.Tests/TimeSeries.cs class TestTimeSeries (line 15) | public sealed class TestTimeSeries : TestDataPipeBase method Initialize (line 17) | protected override void Initialize() method TestTimeSeries (line 23) | public TestTimeSeries(ITestOutputHelper helper) method SavePipeIidSpike (line 28) | [Fact] method SavePipeIidChangePoint (line 44) | [Fact] method SavePipeSsaSpike (line 60) | [Fact(Skip = "Randomly generated dataset causes asserts to fire. Tempo... method SavePipeSsaSpikeNoData (line 77) | [NativeDependencyFact("MklImports")] method SavePipeExponentialAverage (line 92) | [Fact] method SavePipeSlidingWindow (line 102) | [Fact] method SavePipeSlidingWindowW1L1 (line 112) | [Fact] method SavePipeSlidingWindowW2L1 (line 122) | [Fact] method SavePipeSlidingWindowW1L2 (line 132) | [Fact] method SavePipePValue (line 143) | [Fact] method SavePipePercentileThreshold (line 153) | [Fact] method SavePipeMovingAverageUniform (line 163) | [Fact] method SavePipeMovingAverageNonUniform (line 173) | [Fact] FILE: test/Microsoft.ML.TimeSeries.Tests/TimeSeriesDirectApi.cs class TimeSeriesDirectApi (line 19) | public sealed class TimeSeriesDirectApi : BaseTestClass method TimeSeriesDirectApi (line 21) | public TimeSeriesDirectApi(ITestOutputHelper output) : base(output) class Prediction (line 25) | private sealed class Prediction class ForecastPrediction (line 33) | private sealed class ForecastPrediction class Prediction1 (line 45) | public class Prediction1 class Data (line 50) | private sealed class Data method Data (line 56) | public Data(float value) class ForecastResult (line 64) | class ForecastResult class ForecastResultArray (line 71) | class ForecastResultArray class TimeSeriesData (line 80) | private sealed class TimeSeriesData method TimeSeriesData (line 84) | public TimeSeriesData(float value) class TimeSeriesDataDouble (line 90) | private sealed class TimeSeriesDataDouble class SrCnnAnomalyDetection (line 96) | private sealed class SrCnnAnomalyDetection method ChangeDetection (line 107) | [Fact] method ChangePointDetectionWithSeasonality (line 148) | [NativeDependencyFact("MklImports")] method ChangePointDetectionWithSeasonalityPredictionEngineNoColumn (line 205) | [NativeDependencyFact("MklImports")] method ChangePointDetectionWithSeasonalityPredictionEngine (line 281) | [NativeDependencyFact("MklImports")] method SsaForecast (line 351) | [NativeDependencyFact("MklImports")] method SsaForecastPredictionEngine (line 415) | [NativeDependencyFact("MklImports")] method AnomalyDetectionWithSrCnn (line 527) | [NativeDependencyTheory("MklImports")] method TestSrCnnBatchAnomalyDetector (line 582) | [NativeDependencyTheory("MklImports"), CombinatorialData] method TestSrCnnAnomalyDetectorWithSeasonalData (line 674) | [NativeDependencyTheory("MklImports"), CombinatorialData] method TestSrCnnAnomalyDetectorBigSpike (line 720) | [NativeDependencyTheory("MklImports"), CombinatorialData] method TestSrCnnAnomalyDetectorWithSeasonalAnomalyData (line 775) | [NativeDependencyTheory("MklImports"), CombinatorialData] method TestSrCnnAnomalyDetectorWithAnomalyAtBeginning (line 834) | [NativeDependencyTheory("MklImports"), CombinatorialData] method TestSrcnnEntireDetectNonnegativeData (line 892) | [NativeDependencyTheory("MklImports"), CombinatorialData] method RootCauseLocalization (line 954) | [Fact] method MultiDimensionalRootCauseLocalization (line 981) | [Fact] method RootCauseLocalizationForNullDimValue (line 1026) | [Fact] method TestDetectSeasonality (line 1060) | [NativeDependencyTheory("MklImports")] method GetRootCauseLocalizationPoints (line 1083) | private static List GetRootCauseLocalizationPoints(ob... method GetRootCauseAnomalyDimension (line 1162) | private static Dictionary GetRootCauseAnomalyDimension... method GetRootCauseTimestamp (line 1172) | private static DateTime GetRootCauseTimestamp() method RootCauseLocalizationForIntDimValue (line 1177) | [Fact] method RootCauseLocalizationForDiffDimValueType (line 1210) | [Fact] method GetRootCauseLocalizationPointsForIntDimValue (line 1227) | private static List GetRootCauseLocalizationPointsFor... FILE: test/Microsoft.ML.TimeSeries.Tests/TimeSeriesEstimatorTests.cs class TimeSeriesEstimatorTests (line 15) | public class TimeSeriesEstimatorTests : TestDataPipeBase class Data (line 19) | private class Data method Data (line 23) | public Data(float value) class TestDataXY (line 29) | private class TestDataXY class TestDataDifferentType (line 34) | private class TestDataDifferentType method TimeSeriesEstimatorTests (line 40) | public TimeSeriesEstimatorTests(ITestOutputHelper output) : base(output) method TestSsaChangePointEstimator (line 44) | [NativeDependencyFact("MklImports")] method TestSsaForecastingEstimator (line 78) | [NativeDependencyFact("MklImports")] method TestSsaSpikeEstimator (line 114) | [NativeDependencyFact("MklImports")] method TestIidChangePointEstimator (line 148) | [Fact] method TestIidSpikeEstimator (line 175) | [Fact] FILE: test/Microsoft.ML.TimeSeries.Tests/TimeSeriesSimpleApiTests.cs class TimeSeriesSimpleApiTests (line 14) | public sealed class TimeSeriesSimpleApiTests : BaseTestBaseline method TimeSeriesSimpleApiTests (line 16) | public TimeSeriesSimpleApiTests(ITestOutputHelper output) : base(output) class ChangePointPrediction (line 19) | private sealed class ChangePointPrediction class SpikePrediction (line 25) | private sealed class SpikePrediction class Data (line 31) | private sealed class Data method Data (line 35) | public Data(float value) => Value = value; method ChangeDetection (line 38) | [Fact] method ChangePointDetectionWithSeasonality (line 76) | [NativeDependencyFact("MklImports")] method SpikeDetection (line 120) | [Fact] method SsaSpikeDetection (line 170) | [NativeDependencyFact("MklImports")] FILE: test/Microsoft.ML.Tokenizers.Data.Tests/TokenizerDataTests.cs class TokenizerDataTests (line 20) | public class TokenizerDataTests method TestMissingDataPackages (line 22) | [Theory] method ModelUrlData (line 35) | public static IEnumerable ModelUrlData() method TestTokenizerCreationWithProvidedData (line 44) | [Theory] FILE: test/Microsoft.ML.Tokenizers.Tests/BertTokenizerTests.cs class BertTokenizerTests (line 15) | public class BertTokenizerTests method TestWithLowerCasingExplicitSpecialTokens (line 17) | [Fact] method TestWithLowerCasing (line 102) | [Fact] method TestWithNoLowerCasing (line 173) | [Fact] method TestWithAccentMarks (line 223) | [Fact] method TestChineseCharacters (line 300) | [Fact] method TestBuildInputsWithSpecialTokens (line 352) | [Fact] method TestGetSpecialTokensMask (line 452) | [Fact] method TestCreateTokenTypeIdsFromSequences (line 545) | [Fact] FILE: test/Microsoft.ML.Tokenizers.Tests/BpeTests.cs class BpeTests (line 22) | public class BpeTests method SimpleTestWithUnknownToken (line 235) | [Theory] method SimpleWithUnknownTokenTest (line 298) | private void SimpleWithUnknownTokenTest(BpeTokenizer bpe, string sente... method TestDecodingWithSpan (line 329) | private void TestDecodingWithSpan(BpeTokenizer bpe, int[] ids, bool co... method GetGpt2Tokenizer (line 360) | private static Tokenizer GetGpt2Tokenizer() method TestBpeCreation (line 375) | [Fact] method TestGpt2Vocab (line 411) | [Fact] method ValidateTokenizer (line 418) | private void ValidateTokenizer(Tokenizer tokenizer) method TestBpeTokenizer (line 469) | [Theory] method TestWithSpecialTokens (line 521) | [Fact] method WriteToMergeFile (line 577) | private static string WriteToMergeFile((string, string)[] mergeEntries) method WriteToVocabFile (line 589) | private static string WriteToVocabFile(Dictionary dic) method CreateEmptyBpe (line 596) | internal static BpeTokenizer CreateEmptyBpe(PreTokenizer? preTokenizer... method DumpEncodingTokens (line 612) | private static string DumpEncodingTokens(IReadOnlyList e... method TestDeepSeekR1Tokenizer (line 816) | [Theory] method TestTokenizerWithSpecialTokens (line 888) | [Fact] method CreateBpeTokenizerFromJson (line 948) | private static BpeTokenizer CreateBpeTokenizerFromJson() method GetVocabulary (line 1004) | private static IEnumerable> GetVocabulary(Js... method GetMerges (line 1012) | private static IEnumerable GetMerges(JsonElement modelElement) method GetPreTokenizer (line 1028) | private static IReadOnlyList? GetPreTokenizer(JsonElemen... method GetSpecialTokens (line 1073) | private static Dictionary? GetSpecialTokens(JsonElement r... FILE: test/Microsoft.ML.Tokenizers.Tests/CodeGenTests.cs class CodeGenTests (line 15) | public class CodeGenTests method CreateCodegen350MMonoTokenizer (line 23) | private static Tokenizer CreateCodegen350MMonoTokenizer(bool addPrefix... method CreateCodegenPhi2Tokenizer (line 34) | private static Tokenizer CreateCodegenPhi2Tokenizer() method TestTokenizerEncoding (line 209) | [Theory] method ValidateEncoding (line 231) | private void ValidateEncoding(IReadOnlyList encoding, bo... method TestDecoding (line 248) | private void TestDecoding(Tokenizer tokenizer, string text) method TestDecodingWithSpan (line 302) | private void TestDecodingWithSpan(CodeGenTokenizer tokenizer, int[] id... method TestTokenizer (line 331) | private void TestTokenizer( method TestBegginingAndEndOfSentenceEncoding (line 528) | [Theory] method TestDefaultValues (line 966) | [Fact] method TestTokenLimits (line 983) | [Theory] FILE: test/Microsoft.ML.Tokenizers.Tests/DoubleArrayTrieTest.cs class DoubleArrayTrieTests (line 12) | public class DoubleArrayTrieTests method DoubleArrayTrieTest (line 50) | [Fact] FILE: test/Microsoft.ML.Tokenizers.Tests/EnglishRobertaTests.cs class EnglishRobertaTests (line 15) | public class EnglishRobertaTests method GetRobertaTokenizer (line 80) | private static Tokenizer GetRobertaTokenizer() method TokenizationTest (line 100) | [Fact] method TestTokenizerEncoding (line 175) | [Theory] type CallingOrder (line 227) | private enum CallingOrder method TestTokenizer (line 236) | private void TestTokenizer(Tokenizer tokenizer, CallingOrder callingOr... method TestDecodingWithSpan (line 308) | private void TestDecodingWithSpan(EnglishRobertaTokenizer tokenizer, i... FILE: test/Microsoft.ML.Tokenizers.Tests/LlamaTests.cs class LlamaTests (line 19) | public class LlamaTests method CreateLlamaTokenizer (line 28) | private static Tokenizer CreateLlamaTokenizer() method CreateLMistralTokenizer (line 36) | private static Tokenizer CreateLMistralTokenizer() method CreateLPhi3Tokenizer (line 43) | private static Tokenizer CreateLPhi3Tokenizer(bool treatWhitespaceAsSu... method LlamaTestData (line 85) | public static IEnumerable LlamaTestData() method TestLlamaTokenizer (line 232) | [Theory] method TestDecodingWithSpan (line 298) | private void TestDecodingWithSpan(LlamaTokenizer tokenizer, int[] ids,... method LlamaTokenizersListData (line 327) | public static IEnumerable LlamaTokenizersListData() method TestLlamaTokenizerWithEmptyInput (line 334) | [Theory] method TestLlamaTokenizerProperties (line 350) | [Theory] method TestDecodeSpecialTokenWithSmallId (line 382) | [Theory] method TestSentencePieceNormalizer (line 394) | [Fact] method TestTokenizerEncoding (line 491) | [Theory] method TestTokenizerEncodingToIds (line 547) | [Theory] method TestTokenizerCountTokens (line 624) | [Theory] method TestPhi3Tokenizer (line 650) | [Fact] method Phi3TestData (line 705) | public static IEnumerable Phi3TestData() method TestPhi3TokenizerIdEncoding (line 830) | [Theory] method CreateWithNullStreamThrows (line 917) | [Fact] FILE: test/Microsoft.ML.Tokenizers.Tests/NormalizerTests.cs class NormalizerTests (line 14) | public class NormalizerTests method TestNormalizer (line 57) | [Theory] class RemoveQuotesNormalizer (line 69) | public class RemoveQuotesNormalizer : Normalizer method Normalize (line 71) | public override string Normalize(string original) method Normalize (line 82) | public override string Normalize(ReadOnlySpan original) method RemoveQuotes (line 93) | private string RemoveQuotes(ReadOnlySpan original, int index) class UnicodeNormalizer (line 133) | public class UnicodeNormalizer : Normalizer method UnicodeNormalizer (line 136) | public UnicodeNormalizer(NormalizationForm form) method Normalize (line 141) | public override string Normalize(string original) method Normalize (line 151) | public override string Normalize(ReadOnlySpan original) FILE: test/Microsoft.ML.Tokenizers.Tests/PreTokenizerTests.cs class PreTokenizersTests (line 13) | public class PreTokenizersTests method TestPreTokenizer (line 56) | [Theory] method TestWordOrNonWordPreTokenizer (line 70) | [Fact] class SpacePreTokenizer (line 76) | public class SpacePreTokenizer : PreTokenizer method PreTokenize (line 78) | public override IEnumerable<(int Offset, int Length)> PreTokenize(Re... method PreTokenize (line 116) | public override IEnumerable<(int Offset, int Length)> PreTokenize(st... FILE: test/Microsoft.ML.Tokenizers.Tests/SentencePieceTests.cs class SentencePieceTests (line 15) | public class SentencePieceTests method CreateWithNullStreamThrows (line 17) | [Fact] method CreateWithEmptyStreamThrows (line 23) | [Fact] method CreateWithTruncatedStreamThrows (line 30) | [Fact] method CreateBpeViaSentencePieceTokenizer (line 39) | [Fact] method CreateFromMemoryStreamUsesFastPath (line 52) | [Fact] method BpeModelPropertiesParsedCorrectly (line 66) | [Fact] method UnigramModelPropertiesParsedCorrectly (line 87) | [Fact] method ByteFallbackEncodesRareCharacterAsBytes (line 103) | [Fact] method BpeAndUnigramProduceDifferentTokenizations (line 137) | [Fact] method MalformedVarintInModelThrows (line 169) | [Fact] method UnknownWireTypeInModelThrows (line 178) | [Fact] method Synthetic_BpeModel_DefaultProperties (line 192) | [Fact] method Synthetic_BpeModel_AllTrainerSpecFieldsParsed (line 214) | [Fact] method Synthetic_BpeModel_AllNormalizerSpecFieldsParsed (line 243) | [Fact] method Synthetic_BpeModel_NegativePadIdParsesSuccessfully (line 259) | [Fact] method Synthetic_BpeModel_AllPieceTypesParseSuccessfully (line 272) | [Fact] method Synthetic_BpeModel_FieldsInReverseOrderParseCorrectly (line 290) | [Fact] method Synthetic_BpeModel_DuplicateScalarFieldLastValueWins (line 314) | [Fact] method Synthetic_BpeModel_UnknownFieldsAtAllLevelsAreSkipped (line 332) | [Fact] method Synthetic_BpeModel_AllWireTypesSkippedForUnknownFields (line 366) | [Fact] method Synthetic_BpeModel_EmptyNormalizerSpecUsesDefaults (line 385) | [Fact] method Synthetic_BpeModel_MultiplePiecesAccumulate (line 398) | [Fact] method Synthetic_BpeModel_UnicodeStringsParsedCorrectly (line 415) | [Fact] method Synthetic_BpeModel_LargeFieldNumbersSkipped (line 431) | [Fact] method Synthetic_BpeModel_ZeroLengthStringField (line 445) | [Fact] method Synthetic_UnigramModel_PropertiesParsedCorrectly (line 459) | [Fact] method Synthetic_BpeModel_ParsedFromNonSeekableStream (line 485) | [Fact] method Synthetic_TruncatedVarintThrows (line 499) | [Fact] method Synthetic_TruncatedStringFieldThrows (line 508) | [Fact] method Synthetic_TruncatedFloatInPieceThrows (line 521) | [Fact] method Synthetic_TruncatedFixed64DuringSkipThrows (line 538) | [Fact] method Synthetic_InvalidLengthPrefixThrows (line 554) | [Fact] method Synthetic_UnsupportedWireTypeThrows (line 566) | [Theory] method Synthetic_BpeModel_WireTypeMismatchSkippedGracefully (line 577) | [Fact] method Synthetic_BpeModel_NonCanonicalVarintParsedCorrectly (line 591) | [Fact] method Synthetic_BpeModel_NegativeBosEosIdClampedToZero (line 606) | [Fact] method Synthetic_BpeModel_ExtensionRangeFieldsSkipped (line 622) | [Fact] method Synthetic_BpeModel_FloatSpecialValuesParsed (line 644) | [Fact] method Synthetic_BpeModel_SkipUnknownFieldWithLongVarint (line 660) | [Fact] method Synthetic_BpeModel_ZeroLengthPieceSubmessage (line 675) | [Fact] method Synthetic_BpeModel_MultipleTrainerSpecLastWins (line 688) | [Fact] method Synthetic_BpeModel_MultipleTrainerSpecFieldsNotMerged (line 712) | [Fact] method Synthetic_BpeModel_PieceWithPartialFieldsUsesDefaults (line 737) | [Fact] method Synthetic_UnsupportedModelTypeThrows (line 753) | [Theory] method Synthetic_BpeModel_MemoryStreamAtNonZeroPosition (line 771) | [Fact] method CreateFromSyntheticModel (line 796) | private static SentencePieceTokenizer CreateFromSyntheticModel( method MakePiece (line 807) | private static byte[] MakePiece(string text, float score = 0f, int typ... method MakeBpeTrainerSpec (line 816) | private static byte[] MakeBpeTrainerSpec() method MakeModelProto (line 823) | private static byte[] MakeModelProto( class ProtobufWriter (line 840) | private sealed class ProtobufWriter method ToArray (line 844) | public byte[] ToArray() => _ms.ToArray(); method WriteVarint (line 846) | public void WriteVarint(ulong value) method WriteTag (line 856) | public void WriteTag(int fieldNumber, int wireType) => method WriteInt32Field (line 859) | public void WriteInt32Field(int fieldNumber, int value) method WriteBoolField (line 865) | public void WriteBoolField(int fieldNumber, bool value) method WriteStringField (line 871) | public void WriteStringField(int fieldNumber, string value) method WriteBytesField (line 879) | public void WriteBytesField(int fieldNumber, byte[] value) method WriteFloatField (line 886) | public void WriteFloatField(int fieldNumber, float value) method WriteMessageField (line 897) | public void WriteMessageField(int fieldNumber, byte[] submessage) method WriteFixed64Field (line 904) | public void WriteFixed64Field(int fieldNumber, ulong value) method WriteFixed32Field (line 915) | public void WriteFixed32Field(int fieldNumber, uint value) method WriteRaw (line 926) | public void WriteRaw(params byte[] bytes) => class NonSeekableStream (line 931) | private sealed class NonSeekableStream : Stream method NonSeekableStream (line 934) | public NonSeekableStream(byte[] data) => _inner = new MemoryStream(d... method Flush (line 945) | public override void Flush() { } method Read (line 946) | public override int Read(byte[] buffer, int offset, int count) => _i... method Seek (line 947) | public override long Seek(long offset, SeekOrigin origin) => throw n... method SetLength (line 948) | public override void SetLength(long value) => throw new NotSupported... method Write (line 949) | public override void Write(byte[] buffer, int offset, int count) => ... method Dispose (line 950) | protected override void Dispose(bool disposing) FILE: test/Microsoft.ML.Tokenizers.Tests/TiktokenTests.cs class TiktokenTests (line 20) | public class TiktokenTests method TestTokenizerCreation (line 46) | [Fact] method ModelUrlData (line 107) | public static IEnumerable ModelUrlData() method TestTokenizerUsingExternalVocab (line 116) | [Theory] method TestGPT4TokenizationEncoding (line 144) | private void TestGPT4TokenizationEncoding(Tokenizer tokenizer) method TestDecodingWithSpan (line 167) | private void TestDecodingWithSpan(TiktokenTokenizer tokenizer, int[] i... method TestEncode1 (line 196) | [Fact] method TestGPT4Tokenizer (line 219) | private void TestGPT4Tokenizer(Tokenizer gpt4Tokenizer) method TestEncode3 (line 239) | [Fact] method TestEncode4 (line 260) | [Fact] method TestEncode5 (line 273) | [Fact] method TestEncodeO200kBaseEncoding (line 290) | [Fact] method TestEncodeGpt2 (line 330) | [Fact] method TestEncodeP50kBase (line 349) | [Fact] method TestEncodeP50kEdit (line 368) | [Fact] method TestEncodeR50kBase (line 387) | [Fact] method TestAllSupportedModelNames (line 406) | [Theory] method TestAllSupportedEncodingNames (line 494) | [Theory] method TestEncodingNamesNegativeCases (line 532) | [Fact] method TestCreationUsingModel (line 544) | [InlineData("gpt-4")] method TestTokenizerEncoding (line 620) | [Theory] method TestTokenizerEncodingForTokenizer (line 628) | private void TestTokenizerEncodingForTokenizer(Tokenizer tokenizer, st... method ReadAndSanitizeFile (line 678) | private string ReadAndSanitizeFile(string path) method TestPreciseTokenLimits (line 741) | [Theory] method TestPhi4SpecialCases (line 794) | [Fact] method TestOss (line 803) | [Fact] method GetEncoder (line 851) | private static IReadOnlyDictionary, int>? GetEnco... method GetDecoder (line 854) | private static IReadOnlyDictionary>? GetDeco... method GetVocabulary (line 857) | private static IReadOnlyDictionary? GetVocabulary(Tiktoke... method TestLargeInputOptimization (line 860) | [Fact] method TestLargeInputConsistency (line 897) | [Theory] FILE: test/Microsoft.ML.Tokenizers.Tests/TokenizerTests.cs class TokenizerTests (line 13) | public class TokenizerTests method Decode_DefaultImplementation (line 15) | [Fact] method EncodeToIds_DefaultImplementation (line 31) | [Fact] method CountTokens_DefaultImplementation (line 43) | [Fact] method GetIndexByTokenCount_DefaultImplementation (line 51) | [Fact] method GetIndexByTokenCountFromEnd_DefaultImplementation (line 65) | [Fact] class EnglishAlphabetTokenizer (line 79) | private sealed class EnglishAlphabetTokenizer : Tokenizer method Decode (line 81) | public override OperationStatus Decode(IEnumerable ids, Span EncodeToTokens(string... method TestTokenLimits (line 123) | internal static void TestTokenLimits(Tokenizer tokenizer) FILE: test/Microsoft.ML.Tokenizers.Tests/UnigramTests.cs class UnigramTests (line 18) | public class UnigramTests method CreateUnigramTokenizer (line 23) | private static SentencePieceTokenizer CreateUnigramTokenizer() method GetVocabulary (line 30) | private static IEnumerable<(string Token, float Score)> GetVocabulary(... method CreateUnigramTokenizerWithSpecialTokens (line 55) | private static SentencePieceTokenizer CreateUnigramTokenizerWithSpecia... method UnigramTestData (line 70) | public static IEnumerable UnigramTestData() method ExtractedIds (line 282) | private (IEnumerable Ids, IEnumerable Tokens, IEnumerable... method Validate (line 317) | private void Validate((IEnumerable Ids, IEnumerable Token... method EncodeToTokensTest (line 324) | [Theory] method EncodeToIdsTest (line 374) | [Theory] method GetIndexByTokenCountTest (line 485) | [Theory] method DecodeTest (line 523) | [Theory] method DecodeWithTokenizerTest (line 535) | private static void DecodeWithTokenizerTest(SentencePieceTokenizer tok... method SpecialTokensTest (line 555) | [Fact] FILE: test/Microsoft.ML.Tokenizers.Tests/Utils.cs class Utils (line 13) | public class Utils method DownloadFile (line 15) | public static async Task DownloadFile(string url, string fileName) method DeleteFile (line 39) | public static void DeleteFile(string file) method CreateTemporaryFile (line 52) | public static string CreateTemporaryFile(string extension) => method SaveEmbeddedResourceFile (line 55) | public static string SaveEmbeddedResourceFile(string resourceName) FILE: test/Microsoft.ML.Tokenizers.Tests/WordPieceTests.cs class WordPieceTests (line 14) | public class WordPieceTests method CreateVocabFile (line 18) | internal static string CreateVocabFile(string[] vocabTokens) method TestCreation (line 25) | [Fact] method TestTokenization (line 51) | [Fact] method TestTokenizationWithUnknownTokens (line 145) | [Fact] method TestTokenizationWithSpecialTokens (line 177) | [Fact] FILE: test/Microsoft.ML.TorchSharp.Tests/NerTests.cs class NerTests (line 16) | public class NerTests : TestDataPipeBase method NerTests (line 18) | public NerTests(ITestOutputHelper output) : base(output) class TestSingleSentenceData (line 22) | private class TestSingleSentenceData class Label (line 28) | private class Label method TestSimpleNer (line 33) | [Fact] method TestSimpleNerOptions (line 109) | [Fact] method TestNERLargeFileGpu (line 188) | [Fact(Skip = "Needs to be on a comp with GPU or will take a LONG time.")] FILE: test/Microsoft.ML.TorchSharp.Tests/ObjectDetectionTests.cs class ObjectDetectionTests (line 19) | [Collection("NoParallelization")] method ObjectDetectionTests (line 23) | public ObjectDetectionTests(ITestOutputHelper helper) : base(helper) method SimpleObjDetectionTest (line 27) | [Fact] FILE: test/Microsoft.ML.TorchSharp.Tests/QATests.cs class QATests (line 15) | public class QATests : TestDataPipeBase method QATests (line 17) | public QATests(ITestOutputHelper output) : base(output) class TestSingleSentenceData (line 21) | private class TestSingleSentenceData method TestSimpleQA (line 29) | [Fact(Skip = "Skip in CI build, uses too much memory.")] method TestQALargeFileGpu (line 65) | [Fact(Skip = "Needs to be on a comp with GPU or will take a LONG time.")] FILE: test/Microsoft.ML.TorchSharp.Tests/TextClassificationTests.cs class TextClassificationTests (line 20) | public class TextClassificationTests : TestDataPipeBase method TextClassificationTests (line 22) | public TextClassificationTests(ITestOutputHelper output) : base(output) class TestSingleSentenceData (line 26) | private class TestSingleSentenceData class TestSingleSentenceDataNoLabel (line 32) | private class TestSingleSentenceDataNoLabel class TestDoubleSentenceData (line 37) | private class TestDoubleSentenceData class TestSentenceSimilarityData (line 44) | private class TestSentenceSimilarityData method TestSingleSentence2Classes (line 51) | [Fact] method TestTextClassificationWithBigDataOnGpu (line 168) | [ConditionalFact(nameof(EnableRunningGpuTest))] method TestSingleSentence3Classes (line 188) | [Fact] method TestDoubleSentence2Classes (line 261) | [Fact] method TestSentenceSimilarity (line 344) | [Fact] method TestSentenceSimilarityLargeFileGpu (line 409) | [Fact(Skip = "Needs to be on a comp with GPU or will take a LONG time.")] FILE: tools-local/Microsoft.ML.AutoML.SourceGenerator/Constant.cs class Constant (line 7) | internal sealed class Constant FILE: tools-local/Microsoft.ML.AutoML.SourceGenerator/EstimatorContract.cs class EstimatorContract (line 12) | internal sealed class EstimatorContract class Argument (line 36) | internal class Argument class EstimatorsContract (line 45) | internal class EstimatorsContract FILE: tools-local/Microsoft.ML.AutoML.SourceGenerator/EstimatorTypeGenerator.cs class EstimatorTypeGenerator (line 17) | [Generator] method Execute (line 23) | public void Execute(GeneratorExecutionContext context) method Initialize (line 56) | public void Initialize(GeneratorInitializationContext context) FILE: tools-local/Microsoft.ML.AutoML.SourceGenerator/SearchSpaceGenerator.cs class SearchSpaceGenerator (line 17) | [Generator] method Execute (line 20) | public void Execute(GeneratorExecutionContext context) method Initialize (line 141) | public void Initialize(GeneratorInitializationContext context) FILE: tools-local/Microsoft.ML.AutoML.SourceGenerator/SweepableEstimatorFactoryGenerator.cs class SweepableEstimatorFactoryGenerator (line 15) | [Generator] method Execute (line 20) | public void Execute(GeneratorExecutionContext context) method Initialize (line 51) | public void Initialize(GeneratorInitializationContext context) FILE: tools-local/Microsoft.ML.AutoML.SourceGenerator/SweepableEstimatorGenerator.cs class SweepableEstimatorGenerator (line 14) | [Generator] method Execute (line 19) | public void Execute(GeneratorExecutionContext context) method Initialize (line 77) | public void Initialize(GeneratorInitializationContext context) FILE: tools-local/Microsoft.ML.AutoML.SourceGenerator/Template/EstimatorType.cs class EstimatorType (line 20) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method TransformText (line 26) | public virtual string TransformText() class EstimatorTypeBase (line 66) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method Write (line 153) | public void Write(string textToAppend) method WriteLine (line 195) | public void WriteLine(string textToAppend) method Write (line 204) | public void Write(string format, params object[] args) method WriteLine (line 211) | public void WriteLine(string format, params object[] args) method Error (line 218) | public void Error(string message) method Warning (line 227) | public void Warning(string message) method PushIndent (line 237) | public void PushIndent(string indent) method PopIndent (line 249) | public string PopIndent() method ClearIndent (line 267) | public void ClearIndent() class ToStringInstanceHelper (line 277) | public class ToStringInstanceHelper method ToStringWithCulture (line 300) | public string ToStringWithCulture(object objectToConvert) FILE: tools-local/Microsoft.ML.AutoML.SourceGenerator/Template/SearchSpace.cs class SearchSpace (line 20) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method TransformText (line 26) | public virtual string TransformText() class SearchSpaceBase (line 83) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method Write (line 170) | public void Write(string textToAppend) method WriteLine (line 212) | public void WriteLine(string textToAppend) method Write (line 221) | public void Write(string format, params object[] args) method WriteLine (line 228) | public void WriteLine(string format, params object[] args) method Error (line 235) | public void Error(string message) method Warning (line 244) | public void Warning(string message) method PushIndent (line 254) | public void PushIndent(string indent) method PopIndent (line 266) | public string PopIndent() method ClearIndent (line 284) | public void ClearIndent() class ToStringInstanceHelper (line 294) | public class ToStringInstanceHelper method ToStringWithCulture (line 317) | public string ToStringWithCulture(object objectToConvert) FILE: tools-local/Microsoft.ML.AutoML.SourceGenerator/Template/SweepableEstimator.cs class SweepableEstimator (line 20) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method TransformText (line 26) | public virtual string TransformText() class SweepableEstimatorBase (line 85) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method Write (line 172) | public void Write(string textToAppend) method WriteLine (line 214) | public void WriteLine(string textToAppend) method Write (line 223) | public void Write(string format, params object[] args) method WriteLine (line 230) | public void WriteLine(string format, params object[] args) method Error (line 237) | public void Error(string message) method Warning (line 246) | public void Warning(string message) method PushIndent (line 256) | public void PushIndent(string indent) method PopIndent (line 268) | public string PopIndent() method ClearIndent (line 286) | public void ClearIndent() class ToStringInstanceHelper (line 296) | public class ToStringInstanceHelper method ToStringWithCulture (line 319) | public string ToStringWithCulture(object objectToConvert) FILE: tools-local/Microsoft.ML.AutoML.SourceGenerator/Template/SweepableEstimatorFactory.cs class SweepableEstimatorFactory (line 20) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method TransformText (line 26) | public virtual string TransformText() class SweepableEstimatorFactoryBase (line 61) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method Write (line 148) | public void Write(string textToAppend) method WriteLine (line 190) | public void WriteLine(string textToAppend) method Write (line 199) | public void Write(string format, params object[] args) method WriteLine (line 206) | public void WriteLine(string format, params object[] args) method Error (line 213) | public void Error(string message) method Warning (line 222) | public void Warning(string message) method PushIndent (line 232) | public void PushIndent(string indent) method PopIndent (line 244) | public string PopIndent() method ClearIndent (line 262) | public void ClearIndent() class ToStringInstanceHelper (line 272) | public class ToStringInstanceHelper method ToStringWithCulture (line 295) | public string ToStringWithCulture(object objectToConvert) FILE: tools-local/Microsoft.ML.AutoML.SourceGenerator/Template/SweepableEstimator_T_.cs class SweepableEstimator_T_ (line 20) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method TransformText (line 26) | public virtual string TransformText() class SweepableEstimator_T_Base (line 90) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.Visua... method Write (line 177) | public void Write(string textToAppend) method WriteLine (line 219) | public void WriteLine(string textToAppend) method Write (line 228) | public void Write(string format, params object[] args) method WriteLine (line 235) | public void WriteLine(string format, params object[] args) method Error (line 242) | public void Error(string message) method Warning (line 251) | public void Warning(string message) method PushIndent (line 261) | public void PushIndent(string indent) method PopIndent (line 273) | public string PopIndent() method ClearIndent (line 291) | public void ClearIndent() class ToStringInstanceHelper (line 301) | public class ToStringInstanceHelper method ToStringWithCulture (line 324) | public string ToStringWithCulture(object objectToConvert) FILE: tools-local/Microsoft.ML.AutoML.SourceGenerator/Utils.cs class Utils (line 13) | internal sealed class Utils method GetEstimatorsFromJson (line 15) | public static EstimatorsContract GetEstimatorsFromJson(string json) method CreateEstimatorName (line 20) | public static string CreateEstimatorName(string functionName, string e... method CapitalFirstLetter (line 46) | public static string CapitalFirstLetter(string str) method PrettyPrintListOfString (line 57) | public static string PrettyPrintListOfString(IEnumerable strs) method ToTitleCase (line 70) | public static string ToTitleCase(string str) method GetPrefix (line 75) | public static string GetPrefix(string estimatorType) FILE: tools-local/Microsoft.ML.InternalCodeAnalyzer/BaseTestClassAnalyzer.cs class BaseTestClassAnalyzer (line 13) | [DiagnosticAnalyzer(LanguageNames.CSharp)] method Initialize (line 30) | public override void Initialize(AnalysisContext context) method AnalyzeCompilation (line 38) | private void AnalyzeCompilation(CompilationStartAnalysisContext context) class AnalyzerImpl (line 49) | private sealed class AnalyzerImpl method AnalyzerImpl (line 57) | public AnalyzerImpl(Compilation compilation, INamedTypeSymbol factAt... method AnalyzeNamedType (line 65) | public void AnalyzeNamedType(SymbolAnalysisContext context) method ExtendsBaseTestClass (line 84) | private bool ExtendsBaseTestClass(INamedTypeSymbol namedType) FILE: tools-local/Microsoft.ML.InternalCodeAnalyzer/BestFriendAnalyzer.cs class BestFriendAnalyzer (line 14) | [DiagnosticAnalyzer(LanguageNames.CSharp)] method Initialize (line 39) | public override void Initialize(AnalysisContext context) method AnalyzeCore (line 48) | private void AnalyzeCore(SemanticModelAnalysisContext context, string ... method Analyze (line 115) | private void Analyze(SemanticModelAnalysisContext context) FILE: tools-local/Microsoft.ML.InternalCodeAnalyzer/BestFriendOnPublicDeclarationsAnalyzer.cs class BestFriendOnPublicDeclarationsAnalyzer (line 13) | [DiagnosticAnalyzer(LanguageNames.CSharp)] method Initialize (line 34) | public override void Initialize(AnalysisContext context) method CompilationStart (line 42) | private void CompilationStart(CompilationStartAnalysisContext context) method AnalyzeCore (line 57) | private void AnalyzeCore(SymbolAnalysisContext context, INamedTypeSymb... FILE: tools-local/Microsoft.ML.InternalCodeAnalyzer/ContractsCheckAnalyzer.cs class ContractsCheckAnalyzer (line 14) | [DiagnosticAnalyzer(LanguageNames.CSharp)] class NameofDiagnostic (line 23) | internal static class NameofDiagnostic class ExceptionDiagnostic (line 37) | internal static class ExceptionDiagnostic class SimpleMessageDiagnostic (line 51) | internal static class SimpleMessageDiagnostic class DecodeMessageWithLoadContextDiagnostic (line 63) | internal static class DecodeMessageWithLoadContextDiagnostic method Initialize (line 88) | public override void Initialize(AnalysisContext context) method ParallelArgs (line 103) | private static ArgumentSyntax[] ParallelArgs( method NameIsNameof (line 133) | private static bool NameIsNameof(ExpressionSyntax exp) method IsGoodMessage (line 139) | private static bool IsGoodMessage(SyntaxNodeAnalysisContext context, E... method HasModelLoadContext (line 162) | private static bool HasModelLoadContext(SyntaxNode node) method Analyze (line 182) | private static void Analyze(SyntaxNodeAnalysisContext context) FILE: tools-local/Microsoft.ML.InternalCodeAnalyzer/ContractsCheckNameofFixProvider.cs class ContractsCheckNameofFixProvider (line 20) | [ExportCodeFixProvider(LanguageNames.CSharp, Name = nameof(ContractsChec... method GetFixAllProvider (line 31) | public override FixAllProvider GetFixAllProvider() method RegisterCodeFixesAsync (line 34) | public override async Task RegisterCodeFixesAsync(CodeFixContext context) method StringReplaceAsync (line 167) | private async Task StringReplaceAsync(Document document, str... method ExpressionReplaceAsync (line 176) | private async Task ExpressionReplaceAsync(Document document,... FILE: tools-local/Microsoft.ML.InternalCodeAnalyzer/Descriptions.Designer.cs class Descriptions (line 23) | [global::System.CodeDom.Compiler.GeneratedCodeAttribute("System.Resource... method Descriptions (line 32) | [global::System.Diagnostics.CodeAnalysis.SuppressMessageAttribute("Mic... FILE: tools-local/Microsoft.ML.InternalCodeAnalyzer/IMethodSymbolExtensions.cs class IMethodSymbolExtensions (line 10) | internal static class IMethodSymbolExtensions method IsTestMethod (line 12) | public static bool IsTestMethod(this IMethodSymbol method, ConcurrentD... FILE: tools-local/Microsoft.ML.InternalCodeAnalyzer/INamedTypeSymbolExtensions.cs class INamedTypeSymbolExtensions (line 11) | internal static class INamedTypeSymbolExtensions method IsTestAttribute (line 13) | public static bool IsTestAttribute(this INamedTypeSymbol attributeClas... method ExtendsFactAttribute (line 21) | private static bool ExtendsFactAttribute(INamedTypeSymbol namedType, I... FILE: tools-local/Microsoft.ML.InternalCodeAnalyzer/InstanceInitializerAnalyzer.cs class InstanceInitializerAnalyzer (line 14) | [DiagnosticAnalyzer(LanguageNames.CSharp)] method Initialize (line 31) | public override void Initialize(AnalysisContext context) method AnalyzeField (line 40) | private static void AnalyzeField(SymbolAnalysisContext context) method AnalyzeProperty (line 63) | private static void AnalyzeProperty(SymbolAnalysisContext context) FILE: tools-local/Microsoft.ML.InternalCodeAnalyzer/NameAnalyzer.cs type NameType (line 15) | internal enum NameType class NameAnalyzer (line 24) | [DiagnosticAnalyzer(LanguageNames.CSharp)] method CreateDiagnostic (line 32) | internal static Diagnostic CreateDiagnostic(DiagnosticDescriptor rule,... class PrivateFieldName (line 45) | internal static class PrivateFieldName class GeneralName (line 58) | internal static class GeneralName method Initialize (line 74) | public override void Initialize(AnalysisContext context) method AnalyzeClass (line 91) | private static void AnalyzeClass(SyntaxNodeAnalysisContext context) method AnalyzeEnum (line 94) | private static void AnalyzeEnum(SyntaxNodeAnalysisContext context) method AnalyzeEnumMember (line 97) | private static void AnalyzeEnumMember(SyntaxNodeAnalysisContext context) method AnalyzeEvent (line 100) | private static void AnalyzeEvent(SyntaxNodeAnalysisContext context) method AnalyzeMethod (line 103) | private static void AnalyzeMethod(SyntaxNodeAnalysisContext context) method AnalyzeNamespace (line 111) | private static void AnalyzeNamespace(SyntaxNodeAnalysisContext context) method AnalyzeProperty (line 121) | private static void AnalyzeProperty(SyntaxNodeAnalysisContext context) method AnalyzeStruct (line 124) | private static void AnalyzeStruct(SyntaxNodeAnalysisContext context) method ModifierContainsExtern (line 129) | private static bool ModifierContainsExtern(SyntaxTokenList modifiers) method CheckPascal (line 134) | private static void CheckPascal(SyntaxToken token, SyntaxNodeAnalysisC... method CheckUnderscore (line 140) | private static bool CheckUnderscore(string name) method AnalyzeField (line 143) | private static void AnalyzeField(SyntaxNodeAnalysisContext context) FILE: tools-local/Microsoft.ML.InternalCodeAnalyzer/NameFixProvider.cs class NameFixProvider (line 29) | [ExportCodeFixProvider(LanguageNames.CSharp, Name = nameof(NameFixProvid... method GetFixAllProvider (line 46) | public override FixAllProvider GetFixAllProvider() method RegisterCodeFixesAsync (line 49) | public override async Task RegisterCodeFixesAsync(CodeFixContext context) method RenameAsync (line 102) | private async Task RenameAsync(Document document, method ExtractSections (line 121) | private IEnumerable ExtractSections(string name) method RenameUnderscore (line 127) | private string RenameUnderscore(string name) => RenameCamelCore(name, ... method RenameCamelCase (line 128) | private string RenameCamelCase(string name) => RenameCamelCore(name, ""); method RenameTypeParam (line 129) | private string RenameTypeParam(string name) => RenamePascalPrefixCore(... method RenameInterface (line 130) | private string RenameInterface(string name) => RenamePascalPrefixCore(... method RenamePascal (line 131) | private string RenamePascal(string name) => RenamePascalPrefixCore(nam... method RenameCamelCore (line 133) | private string RenameCamelCore(string name, string prefix) method RenamePascalPrefixCore (line 148) | private string RenamePascalPrefixCore(string name, string prefix) method AppendTitleCase (line 167) | private void AppendTitleCase(StringBuilder builder, string token) FILE: tools-local/Microsoft.ML.InternalCodeAnalyzer/ParameterVariableNameAnalyzer.cs class ParameterVariableNameAnalyzer (line 14) | [DiagnosticAnalyzer(LanguageNames.CSharp)] method Initialize (line 32) | public override void Initialize(AnalysisContext context) method AnalyzeParameter (line 41) | private static void AnalyzeParameter(SyntaxNodeAnalysisContext context) method AnalyzeLocal (line 47) | private static void AnalyzeLocal(SyntaxNodeAnalysisContext context) method AnalyzeCore (line 54) | private static void AnalyzeCore(SyntaxNodeAnalysisContext context, Syn... FILE: tools-local/Microsoft.ML.InternalCodeAnalyzer/RelaxTestNamingSuppressor.cs class RelaxTestNamingSuppressor (line 12) | [DiagnosticAnalyzer(LanguageNames.CSharp)] method ReportSuppressions (line 24) | public override void ReportSuppressions(SuppressionAnalysisContext con... FILE: tools-local/Microsoft.ML.InternalCodeAnalyzer/SingleVariableDeclarationAnalyzer.cs class SingleVariableDeclarationAnalyzer (line 14) | [DiagnosticAnalyzer(LanguageNames.CSharp)] method Initialize (line 32) | public override void Initialize(AnalysisContext context) method Analyze (line 40) | private static void Analyze(SyntaxNodeAnalysisContext context) FILE: tools-local/Microsoft.ML.InternalCodeAnalyzer/TypeParamNameAnalyzer.cs class TypeParamNameAnalyzer (line 13) | [DiagnosticAnalyzer(LanguageNames.CSharp)] method Initialize (line 31) | public override void Initialize(AnalysisContext context) method Analyze (line 39) | private static void Analyze(SyntaxNodeAnalysisContext context) FILE: tools-local/Microsoft.ML.InternalCodeAnalyzer/Utils.cs class Utils (line 7) | internal static class Utils method NameIsGood (line 17) | public static bool NameIsGood(string name, int min, bool upper)