Module: tf.keras.optimizers

Built-in optimizer classes.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.keras.optimizers

Modules

schedules module: Public API for tf.keras.optimizers.schedules namespace.

Classes

class Adadelta: Optimizer that implements the Adadelta algorithm.

class Adagrad: Optimizer that implements the Adagrad algorithm.

class Adam: Optimizer that implements the Adam algorithm.

class Adamax: Optimizer that implements the Adamax algorithm.

class Ftrl: Optimizer that implements the FTRL algorithm.

class Nadam: Optimizer that implements the NAdam algorithm.

class Optimizer: Updated base class for optimizers.

class RMSprop: Optimizer that implements the RMSprop algorithm.

class SGD: Stochastic gradient descent and momentum optimizer.

Functions

deserialize(...): Inverse of the serialize function.

get(...): Retrieves a Keras Optimizer instance.

serialize(...)