Mastering TensorFlow 1.x

TensorFlow RNN Cell Classes

The tf.nn.rnn_cell module contains the following classes for creating different kinds of cells in TensorFlow:

Class	Description
BasicRNNCell	Provides simple RNN cell
BasicLSTMCell	Provides simple LSTM RNN cell, based on http://arxiv.org/abs/1409.2329
LSTMCell	Provides LSTM RNN cell, based on http://deeplearning.cs.cmu.edu/pdfs/Hochreiter97_lstm.pdf and https://research.google.com/pubs/archive/43905.pdf
GRUCell	Provides GRU RNN cell, based on http://arxiv.org/abs/1406.1078
MultiRNNCell	Provides RNN cell made of multiple simple cells joined sequentially

The tf.contrib.rnn module provides the following additional classes for creating different kinds of cells in TensorFlow:

Class

Description ...