Module: tf.keras.experimental

Public API for tf.keras.experimental namespace.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.keras.experimental

Classes

class CosineDecay: A LearningRateSchedule that uses a cosine decay schedule.

class CosineDecayRestarts: A LearningRateSchedule that uses a cosine decay schedule with restarts.

class LinearCosineDecay: A LearningRateSchedule that uses a linear cosine decay schedule.

class LinearModel: Linear Model for regression and classification problems.

class NoisyLinearCosineDecay: A LearningRateSchedule that uses a noisy linear cosine decay schedule.

class PeepholeLSTMCell: Equivalent to LSTMCell class but adds peephole connections.

class SequenceFeatures: A layer for sequence input.

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

Functions

export_saved_model(...): Exports a tf.keras.Model as a Tensorflow SavedModel. (deprecated)

load_from_saved_model(...): Loads a keras Model from a SavedModel created by export_saved_model(). (deprecated)

terminate_keras_multiprocessing_pools(...): Destroy Keras' multiprocessing pools to prevent deadlocks.