SYMBOL INDEX (258 symbols across 59 files)

FILE: 3D Printed WiFi Access QR Codes/main.py
  function create_wifi_qr (line 6) | def create_wifi_qr(ssid: str, security: str, password: str):
  function qr2array (line 11) | def qr2array(qr):
  function make_solid (line 19) | def make_solid(arr):
  function main (line 32) | def main():

FILE: List Comprehensions/examples.py
  function spongecase (line 112) | def spongecase(index, letter):

FILE: Modeling Trees with SQLAlchemy ORM and Postgres Ltree/main.py
  class Node (line 15) | class Node(Base):
    method __init__ (line 29) | def __init__(self, name, parent=None):
    method __str__ (line 38) | def __str__(self):
    method __repr__ (line 41) | def __repr__(self):

FILE: Python in the Command Line - a Tutorial on Click/qrwifi/cli.py
  function main (line 15) | def main(ctx, ssid: str, security: str = "", password: str = ""):
  function terminal (line 25) | def terminal(ctx):
  function png (line 32) | def png(ctx, filename, scale: int = 10):
  function start (line 36) | def start():

FILE: Python in the Command Line - a Tutorial on Click/qrwifi/functions.py
  function wifi_qr (line 5) | def wifi_qr(ssid: str, security: str, password: str):
  function qr2array (line 13) | def qr2array(qr):
  function png_b64 (line 24) | def png_b64(qr, scale: int = 10):

FILE: QR Codes Using Flask/qr_app_pt1/main.py
  function create_wifi_qr (line 6) | def create_wifi_qr(ssid: str, security: str, password: str):
  function qr2array (line 11) | def qr2array(qr):
  function make_solid (line 19) | def make_solid(arr):
  function main (line 32) | def main():

FILE: QR Codes Using Flask/qr_app_pt1/step_2.py
  function create_wifi_qr (line 12) | def create_wifi_qr(ssid: str, security: str, password: str):
  function qr2array (line 31) | def qr2array(qr):

FILE: QR Codes Using Flask/qr_app_pt2/qrwifi/cli.py
  function main (line 25) | def main(ctx, ssid: str, security: str = "", password: str = ""):
  function terminal (line 32) | def terminal(ctx):
  function png (line 40) | def png(ctx, filename, scale: int = 10):
  function start (line 45) | def start():

FILE: QR Codes Using Flask/qr_app_pt2/qrwifi/functions.py
  function wifi_qr (line 5) | def wifi_qr(ssid: str, security: str, password: str):
  function qr2array (line 13) | def qr2array(qr):
  function png_b64 (line 24) | def png_b64(qr, scale: int = 10):

FILE: QR Codes Using Flask/qr_app_pt3/app.py
  function home (line 8) | def home():
  function create (line 12) | def create():
  function run (line 19) | def run():

FILE: QR Codes Using Flask/qr_app_pt3/qrwifi/cli.py
  function main (line 25) | def main(ctx, ssid: str, security: str = "", password: str = ""):
  function terminal (line 32) | def terminal(ctx):
  function png (line 40) | def png(ctx, filename, scale: int = 10):
  function start (line 45) | def start():

FILE: QR Codes Using Flask/qr_app_pt3/qrwifi/functions.py
  function wifi_qr (line 5) | def wifi_qr(ssid: str, security: str, password: str):
  function qr2array (line 13) | def qr2array(qr):
  function png_b64 (line 24) | def png_b64(qr, scale: int = 10):

FILE: Turbocharging Python with Command Line Tools/nuclearcli.py
  function cli (line 26) | def cli():
  function timing (line 29) | def timing(f):
  function real_estate_df (line 40) | def real_estate_df():
  function numerical_real_estate_array (line 49) | def numerical_real_estate_array(df):
  function real_estate_array (line 57) | def real_estate_array():
  function kmeans_cluster_housing (line 64) | def kmeans_cluster_housing(clusters=3):
  function expmean (line 83) | def expmean(rea):
  function expmean_jit (line 91) | def expmean_jit(rea):
  function add_ufunc (line 98) | def add_ufunc(x, y):
  function add_sum_threaded (line 104) | def add_sum_threaded(rea):
  function add_sum (line 114) | def add_sum(rea):
  function thread_test (line 125) | def thread_test(threads):
  function cuda_operation (line 137) | def cuda_operation():
  function jit_test (line 161) | def jit_test(jit):
  function cluster (line 172) | def cluster(num):

FILE: Web Scraping Tutorial/script.py
  function scrap_website (line 12) | def scrap_website(url):

FILE: campfire-burn-prediction/campfire-burn-severity-prediction.py
  function create_dataset (line 48) | def create_dataset(path, width, height, resample=None, random_state=0):
  function class_distribution (line 116) | def class_distribution(arr):
  class MiniVGGNet (line 133) | class MiniVGGNet:
    method __init__ (line 135) | def __init__(self, name, input_shape, n_classes, init_lr, epochs, batc...
    method fit (line 146) | def fit(self, X_train, y_train, X_test, y_test):
    method fit_generator (line 155) | def fit_generator(self, X_train, y_train, X_test, y_test, generator, s...
    method build (line 164) | def build(input_shape, n_classes):
  function plot_confusion_matrix (line 260) | def plot_confusion_matrix(y_true, y_pred, classes, normalize=False, titl...
  function get_class_weights (line 378) | def get_class_weights(y):

FILE: convolutional-neural-networks-pytorch/examples.py
  class CNNModel (line 30) | class CNNModel(nn.Module):
    method __init__ (line 32) | def __init__(self):
    method forward (line 43) | def forward(self, x):

FILE: django-rest-framework-fast/api/v1/apps.py
  class V1Config (line 4) | class V1Config(AppConfig):

FILE: django-rest-framework-fast/api/v1/views.py
  class CharacterListAPIView (line 10) | class CharacterListAPIView(JsonResponseMixin, ListView):
    method get_response (line 13) | def get_response(self):
    method get_response_kwargs (line 16) | def get_response_kwargs(self):
  class CharacterDetailAPIView (line 20) | class CharacterDetailAPIView(JsonResponseMixin, DetailView):
    method get_response (line 23) | def get_response(self):
    method get_response_kwargs (line 26) | def get_response_kwargs(self):
  class CharacterCreateAPIView (line 30) | class CharacterCreateAPIView(CreateView):
    method form_valid (line 34) | def form_valid(self, form):
  class CharacterUpdateAPIView (line 39) | class CharacterUpdateAPIView(UpdateView):
    method form_valid (line 43) | def form_valid(self, form):
  class CharacterDeleteAPIView (line 48) | class CharacterDeleteAPIView(BaseDetailView):
    method post (line 51) | def post(self):

FILE: django-rest-framework-fast/api/v2/apps.py
  class V2Config (line 4) | class V2Config(AppConfig):

FILE: django-rest-framework-fast/api/v2/views.py
  class CharacterListView (line 6) | class CharacterListView(generics.ListCreateAPIView):
  class CharacterDetailView (line 11) | class CharacterDetailView(generics.RetrieveUpdateDestroyAPIView):

FILE: django-rest-framework-fast/api/v3/apps.py
  class V3Config (line 4) | class V3Config(AppConfig):

FILE: django-rest-framework-fast/api/v3/views.py
  class CharacterViewSet (line 9) | class CharacterViewSet(viewsets.ModelViewSet):

FILE: django-rest-framework-fast/characters/apps.py
  class CharactersConfig (line 4) | class CharactersConfig(AppConfig):

FILE: django-rest-framework-fast/characters/forms.py
  class CharacterCreateView (line 9) | class CharacterCreateView(forms.ModelForm):
    class Meta (line 10) | class Meta:
  class CharacterUpdateView (line 15) | class CharacterUpdateView(forms.ModelForm):
    class Meta (line 16) | class Meta:

FILE: django-rest-framework-fast/characters/migrations/0001_squashed_0003_auto_20190416_1625.py
  class Migration (line 7) | class Migration(migrations.Migration):

FILE: django-rest-framework-fast/characters/models.py
  class Character (line 13) | class Character(models.Model):
    method __str__ (line 21) | def __str__(self):
    method get_random_line (line 25) | def get_random_line():
    method get_random_line_modifier (line 31) | def get_random_line_modifier(self):
    method get_line (line 37) | def get_line(self):
    method get_absolute_url (line 40) | def get_absolute_url(self):
  class Team (line 44) | class Team(models.Model):
    method __str__ (line 48) | def __str__(self):
  class LineModifier (line 52) | class LineModifier(models.Model):
    method __str__ (line 56) | def __str__(self):
  class Line (line 60) | class Line(models.Model):
    method __str__ (line 64) | def __str__(self):

FILE: django-rest-framework-fast/characters/serializers.py
  class CharacterSerializer (line 10) | class CharacterSerializer(serializers.ModelSerializer):
    method get_random_line (line 16) | def get_random_line(obj):
    class Meta (line 19) | class Meta:

FILE: django-rest-framework-fast/characters/views.py
  class CharacterListView (line 7) | class CharacterListView(ListView):
  class CharacterDetailView (line 11) | class CharacterDetailView(DetailView):
  class CharacterCreateView (line 15) | class CharacterCreateView(CreateView):
  class CharacterUpdateView (line 20) | class CharacterUpdateView(UpdateView):
  class CharacterDeleteView (line 25) | class CharacterDeleteView(DeleteView):

FILE: django-rest-framework-fast/common/apps.py
  class CommonConfig (line 4) | class CommonConfig(AppConfig):

FILE: django-rest-framework-fast/common/mixins.py
  class JsonResponseMixin (line 4) | class JsonResponseMixin(object):
    method get_response_kwargs (line 11) | def get_response_kwargs(self):
    method render_to_response (line 19) | def render_to_response(self, context):

FILE: django-rest-framework-fast/config/settings/base.py
  function get_env_variable (line 22) | def get_env_variable(var_name, default=None):

FILE: django-rest-framework-fast/manage.py
  function main (line 7) | def main():

FILE: django-rest-framework-fast/static/js/vendor/bootstrap.js
  function transitionEnd (line 33) | function transitionEnd() {
  function removeElement (line 125) | function removeElement() {
  function Plugin (line 141) | function Plugin(option) {
  function Plugin (line 246) | function Plugin(option) {
  function Plugin (line 468) | function Plugin(option) {
  function getTargetFromTrigger (line 687) | function getTargetFromTrigger($trigger) {
  function Plugin (line 699) | function Plugin(option) {
  function clearMenus (line 831) | function clearMenus(e) {
  function getParent (line 850) | function getParent($this) {
  function Plugin (line 867) | function Plugin(option) {
  function Plugin (line 1181) | function Plugin(option, _relatedTarget) {
  function complete (line 1523) | function complete() {
  function Plugin (line 1675) | function Plugin(option) {
  function Plugin (line 1795) | function Plugin(option) {
  function ScrollSpy (line 1844) | function ScrollSpy(element, options) {
  function Plugin (line 1967) | function Plugin(option) {
  function next (line 2074) | function next() {
  function Plugin (line 2120) | function Plugin(option) {
  function Plugin (line 2277) | function Plugin(option) {

FILE: flask-tutorial/flask-and-sqlalchemy/app.py
  function showBooks (line 21) | def showBooks():
  function newBook (line 28) | def newBook():
  function editBook (line 40) | def editBook(book_id):
  function deleteBook (line 52) | def deleteBook(book_id):

FILE: flask-tutorial/flask-and-sqlalchemy/database_setup.py
  class Book (line 20) | class Book(Base):

FILE: flask-tutorial/restful-apis-with-flask/app.py
  function showBooks (line 21) | def showBooks():
  function newBook (line 28) | def newBook():
  function editBook (line 42) | def editBook(book_id):
  function deleteBook (line 54) | def deleteBook(book_id):
  function get_books (line 70) | def get_books():
  function get_book (line 75) | def get_book(book_id):
  function makeANewBook (line 80) | def makeANewBook(title, author, genre):
  function updateBook (line 87) | def updateBook(id, title, author, genre):
  function deleteABook (line 100) | def deleteABook(id):
  function booksFunction (line 109) | def booksFunction():
  function bookFunctionId (line 120) | def bookFunctionId(id):

FILE: flask-tutorial/restful-apis-with-flask/database_setup.py
  class Book (line 20) | class Book(Base):
    method serialize (line 29) | def serialize(self):

FILE: image-segmentation/image_segmentation.py
  function _assert_valid_lists (line 66) | def _assert_valid_lists(groundtruth_list, predicted_list):
  function _all_class_1_predicted_as_class_1 (line 72) | def _all_class_1_predicted_as_class_1(groundtruth_list, predicted_list):
  function _all_class_0_predicted_as_class_0 (line 77) | def _all_class_0_predicted_as_class_0(groundtruth_list, predicted_list):
  function get_confusion_matrix_elements (line 82) | def get_confusion_matrix_elements(groundtruth_list, predicted_list):
  function _all_class_0_predicted_as_class_1 (line 107) | def _all_class_0_predicted_as_class_1(groundtruth_list, predicted_list):
  function _all_class_1_predicted_as_class_0 (line 112) | def _all_class_1_predicted_as_class_0(groundtruth_list, predicted_list):
  function _mcc_denominator_zero (line 117) | def _mcc_denominator_zero(tn, fp, fn, tp):
  function get_f1_score (line 122) | def get_f1_score(groundtruth_list, predicted_list):
  function get_mcc (line 143) | def get_mcc(groundtruth_list, predicted_list):
  function get_accuracy (line 171) | def get_accuracy(groundtruth_list, predicted_list):
  function get_validation_metrics (line 188) | def get_validation_metrics(groundtruth_list, predicted_list):
  function get_confusion_matrix_intersection_mats (line 226) | def get_confusion_matrix_intersection_mats(groundtruth, predicted):
  function get_confusion_matrix_overlaid_mask (line 243) | def get_confusion_matrix_overlaid_mask(image, groundtruth, predicted, al...
  function test_get_validation_metrics (line 292) | def test_get_validation_metrics():
  function test_get_confusion_matrix_intersection_mats (line 321) | def test_get_confusion_matrix_intersection_mats():
  function test_get_confusion_matrix_overlaid_mask (line 332) | def test_get_confusion_matrix_overlaid_mask():

FILE: neural-networks-intro/SimpleNeuralNetwork.py
  function initialize_weights (line 9) | def initialize_weights():
  function sigmoid (line 18) | def sigmoid(x):
  function sigmoid_derivative (line 22) | def sigmoid_derivative(x):
  function train (line 26) | def train(inputs, expected_output, synaptic_weights, bias, learning_rate...
  function learn (line 53) | def learn(inputs, synaptic_weights, bias):

FILE: python-dictionary-article/article_examples.py
  class User (line 30) | class User(object):
    method __init__ (line 33) | def __init__(self, name, email, address, password, url):
    method send_email (line 38) | def send_email(self):
  function send_email (line 56) | def send_email(user_dict):

FILE: python-optimization/examples.py
  function fib (line 5) | def fib(n):
  function timer (line 24) | def timer(func):
  function my_join (line 36) | def my_join():
  function fibon (line 79) | def fibon(n):

FILE: python-string-formatting/python_string_formatting.py
  class Ship (line 50) | class Ship:
    method __init__ (line 51) | def __init__(self, name, masts, captain):
    method __str__ (line 56) | def __str__(self):

FILE: python-typing/hello_world.py
  function hello_world (line 2) | def hello_world(name: str = 'Joe') -> str:

FILE: python-typing/mr.py
  function map_reduce (line 11) | def map_reduce(
  function mapper (line 23) | def mapper(x: Number) -> Number:
  function filterer (line 27) | def filterer(x: Number) -> bool:
  function reducer (line 31) | def reducer(x: Number, y: Number) -> Number:

FILE: python-typing/rescale.py
  function rescale_from_to (line 5) | def rescale_from_to(array1d: np.ndarray,

FILE: python-typing/tree.py
  function create_tree (line 10) | def create_tree(tuples: Iterable[Relation]) -> DefaultDict[T, List[T]]:
  function return_values (line 37) | def return_values() -> Iterable[float]:
  function chain (line 43) | def chain(*args: Iterable[T]) -> Iterable[T]:

FILE: rekognition-ocr/Python/lib/mech_scrape.py
  class mechScraper (line 7) | class mechScraper(object):
    method __init__ (line 12) | def __init__(self):
    method get_mech_df (line 24) | def get_mech_df(self, url=None):
    method save_data (line 206) | def save_data(self, data, weight_class, output_path=None):
    method main (line 220) | def main(self):

FILE: rekognition-ocr/Python/lib/mwo_data_utils.py
  class mwo_data_engine (line 4) | class mwo_data_engine(object):
    method __init__ (line 6) | def __init__(self):
    method combine_scores_with_scrape (line 18) | def combine_scores_with_scrape(self, scores_df, mech_info_df):
    method clean_mech_variants (line 29) | def clean_mech_variants(self, scores_df):
    method clean_20171118200711_1 (line 71) | def clean_20171118200711_1(self):
    method clean_20171118202707_1 (line 87) | def clean_20171118202707_1(self):
    method clean_20171118203637_1 (line 108) | def clean_20171118203637_1(self):
    method clean_20171118204451_1 (line 122) | def clean_20171118204451_1(self):

FILE: rekognition-ocr/Python/lib/mwo_image_slicer.py
  class mwoImageSlicer (line 12) | class mwoImageSlicer(object):
    method __init__ (line 17) | def __init__(self, boto_client):
    method main (line 68) | def main(self, redo=False):
    method img_to_dataframe_h (line 101) | def img_to_dataframe_h(self, img, save_img=False, resize=True, thresh=...
    method img_to_dataframe (line 216) | def img_to_dataframe(self, img, save_img=False, resize=True, thresh=Fa...
    method save_dataframe (line 284) | def save_dataframe(self, dataframe, file_name, file_path):
    method grey_min_max (line 297) | def grey_min_max(self, img, min_grey=185):
    method get_image_ocr (line 315) | def get_image_ocr(self, img, full_resp=False, show=False, size=False):
    method download_images (line 349) | def download_images(self, url, download_folder):
    method show_image (line 364) | def show_image(self, img, folder="../data/images/"):
    method get_resolution (line 376) | def get_resolution(self, img_file, folder="../data/images/", display=F...
    method get_files_in_folder (line 387) | def get_files_in_folder(self, ext="jpg", folder="../data/images/"):
    method load_image (line 398) | def load_image(self, image, folder_path="../data/images/"): #this migh...
    method resize_image (line 409) | def resize_image(self, img, mode="width", new_base=300, print_size=Fal...
    method slice_image_horizontal (line 432) | def slice_image_horizontal(self, img, save_img=False):
    method slice_image_vertical (line 469) | def slice_image_vertical(self, img, sharpen=False):

FILE: rekognition-ocr/Python/single_row_example.py
  function convert_to_byte_array (line 19) | def convert_to_byte_array(img):
  function grey_min_max (line 29) | def grey_min_max(img, min_grey=185):

FILE: rekognition-ocr/Python/split_screenshot_example.py
  function convert_to_byte_array (line 19) | def convert_to_byte_array(img):
  function grey_min_max (line 29) | def grey_min_max(img, min_grey=185):

FILE: rekognition-ocr/Python/whole_screenshot_example.py
  function convert_to_byte_array (line 16) | def convert_to_byte_array(img):
  function grey_min_max (line 26) | def grey_min_max(img, min_grey=185):

FILE: smote/common.py
  function train_SVM (line 7) | def train_SVM(df):
  function plot_svm_boundary (line 20) | def plot_svm_boundary(clf, df, title):

FILE: what-is-django-part-1/scenes/apps.py
  class ScenesConfig (line 4) | class ScenesConfig(AppConfig):

FILE: what-is-django-part-1/scenes/views.py
  class SceneView (line 6) | class SceneView(TemplateView):
    method get_context_data (line 9) | def get_context_data(self, **kwargs):

FILE: what-is-django-part-2/common/apps.py
  class CommonConfig (line 4) | class CommonConfig(AppConfig):

FILE: what-is-django-part-2/scenes/apps.py
  class ScenesConfig (line 4) | class ScenesConfig(AppConfig):

FILE: what-is-django-part-2/scenes/views.py
  class SceneView (line 6) | class SceneView(TemplateView):
    method get_context_data (line 9) | def get_context_data(self, **kwargs):

FILE: what-is-django-part-2/static/js/vendor/bootstrap.js
  function transitionEnd (line 33) | function transitionEnd() {
  function removeElement (line 125) | function removeElement() {
  function Plugin (line 141) | function Plugin(option) {
  function Plugin (line 246) | function Plugin(option) {
  function Plugin (line 468) | function Plugin(option) {
  function getTargetFromTrigger (line 687) | function getTargetFromTrigger($trigger) {
  function Plugin (line 699) | function Plugin(option) {
  function clearMenus (line 831) | function clearMenus(e) {
  function getParent (line 850) | function getParent($this) {
  function Plugin (line 867) | function Plugin(option) {
  function Plugin (line 1181) | function Plugin(option, _relatedTarget) {
  function complete (line 1523) | function complete() {
  function Plugin (line 1675) | function Plugin(option) {
  function Plugin (line 1795) | function Plugin(option) {
  function ScrollSpy (line 1844) | function ScrollSpy(element, options) {
  function Plugin (line 1967) | function Plugin(option) {
  function next (line 2074) | function next() {
  function Plugin (line 2120) | function Plugin(option) {
  function Plugin (line 2277) | function Plugin(option) {