SYMBOL INDEX (40 symbols across 8 files)

FILE: codes/python/1-basics/graph.py
  function multiply_fn (line 33) | def multiply_fn(a, b):
  function add_fn (line 45) | def add_fn(a, b):
  class ModelShallow (line 66) | class ModelShallow(tf.keras.Model):
    method __init__ (line 68) | def __init__(self):
    method call (line 75) | def call(self, inputs, training=False):
  class ModelDeep (line 83) | class ModelDeep(tf.keras.Model):
    method __init__ (line 85) | def __init__(self):
    method call (line 92) | def call(self, inputs, training=False):

FILE: codes/python/1-basics/models.py
  class SampleLayer (line 23) | class SampleLayer(tf.Module):
    method __init__ (line 27) | def __init__(self, name=None):
    method __call__ (line 35) | def __call__(self, input):
  class Model (line 53) | class Model(tf.Module):
    method __init__ (line 54) | def __init__(self, name=None):
    method __call__ (line 60) | def __call__(self, x):
  class CustomModel (line 80) | class CustomModel(tf.keras.Model):
    method __init__ (line 82) | def __init__(self):
    method call (line 87) | def call(self, inputs):

FILE: codes/python/advanced/custom_training.py
  function loss_fn (line 65) | def loss_fn(gt_label, pred):
  function accuracy_fn (line 71) | def accuracy_fn(gt_label, output):

FILE: codes/python/advanced/dataset_generator.py
  function gen_pairs_train (line 48) | def gen_pairs_train():
  function gen_pairs_test (line 56) | def gen_pairs_test():
  function loss_fn (line 116) | def loss_fn(gt_label, pred):
  function accuracy_fn (line 122) | def accuracy_fn(gt_label, output):

FILE: codes/python/advanced/tfrecords.py
  function _bytes_feature (line 51) | def _bytes_feature(value):
  function _float_feature (line 58) | def _float_feature(value):
  function _int64_feature (line 63) | def _int64_feature(value):
  function image_example (line 68) | def image_example(image, label, dimension):
  function parse_record (line 92) | def parse_record(record):
  function decode_record (line 100) | def decode_record(record):

FILE: codes/python/application/image/image_classification.py
  function get_class (line 41) | def get_class(path):
  function get_look_up_dict (line 50) | def get_look_up_dict(df):
  function imResize (line 85) | def imResize(image):
  function visualize_training (line 106) | def visualize_training():
  function train_gen (line 133) | def train_gen():
  function test_gen (line 158) | def test_gen():

FILE: codes/python/basics_in_machine_learning/dataaugmentation.py
  function visualize (line 40) | def visualize(im, imAgmented, operation):

FILE: codes/python/basics_in_machine_learning/linearregression.py
  function linear_model (line 65) | def linear_model():
  class NEPOCHLogger (line 104) | class NEPOCHLogger(tf.keras.callbacks.Callback):
    method __init__ (line 105) | def __init__(self,per_epoch=100):
    method on_epoch_end (line 112) | def on_epoch_end(self, epoch, logs=None):