Module: tf.compat.v1.keras.models

Keras models API.

Classes

class LinearModel: Linear Model for regression and classification problems.

class Model: Model groups layers into an object with training and inference features.

class Sequential: Sequential groups a linear stack of layers into a tf.keras.Model.

class WideDeepModel: Wide & Deep Model for regression and classification problems.

Functions

clone_model(...): Clone a Functional or Sequential Model instance.

load_model(...): Loads a model saved via model.save().

model_from_config(...): Instantiates a Keras model from its config.

model_from_json(...): Parses a JSON model configuration string and returns a model instance.

model_from_yaml(...): Parses a yaml model configuration file and returns a model instance.

save_model(...): Saves a model as a TensorFlow SavedModel or HDF5 file.