Module: tf.nn.rnn_cell

Module for constructing RNN Cells.

Classes

class BasicLSTMCell: DEPRECATED: Please use tf.compat.v1.nn.rnn_cell.LSTMCell instead.

class BasicRNNCell: The most basic RNN cell.

class DeviceWrapper: Operator that ensures an RNNCell runs on a particular device.

class DropoutWrapper: Operator adding dropout to inputs and outputs of the given cell.

class GRUCell: Gated Recurrent Unit cell (cf.

class LSTMCell: Long short-term memory unit (LSTM) recurrent network cell.

class LSTMStateTuple: Tuple used by LSTM Cells for state_size, zero_state, and output state.

class MultiRNNCell: RNN cell composed sequentially of multiple simple cells.

class RNNCell: Abstract object representing an RNN cell.

class ResidualWrapper: RNNCell wrapper that ensures cell inputs are added to the outputs.