This directory contains functions for creating recurrent neural networks and sequence-to-sequence models. Detailed instructions on how to get started and use them are available in the tutorials.
Here is a short overview of what is in this directory.
| File | What's in it? |
|---|---|
linear.py |
Basic helper functions for creating linear layers. |
linear_test.py |
Unit tests for linear.py. |
rnn_cell.py |
Cells for recurrent neural networks, e.g., LSTM. |
rnn_cell_test.py |
Unit tests for rnn_cell.py. |
rnn.py |
Functions for building recurrent neural networks. |
rnn_test.py |
Unit tests for rnn.py. |
seq2seq.py |
Functions for building sequence-to-sequence models. |
seq2seq_test.py |
Unit tests for seq2seq.py. |
ptb/ |
PTB language model, see the RNN Tutorial |
translate/ |
Translation model, see the Sequence-to-Sequence Tutorial |