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examples Make Keras aware of PhasedLSTM custom layer. Apr 17, 2017
phased_lstm_keras
.gitignore
LICENSE
MANIFEST.in
README.rst Update README.rst Mar 25, 2017
mnist_plstm_lstm_comparison_acc.png
mnist_plstm_lstm_comparison_loss.png Updated for Keras 2.0 API (Issue #6). Requires Tensorflow 1.0 or Thea… Mar 25, 2017
setup.cfg
setup.py

README.rst

PhasedLSTM-Keras

Keras implementation of Phased LSTM [https://arxiv.org/abs/1610.09513], from NIPS 2016.

To install run: `pip install phased_lstm_keras`

Works both with Theano and Tensorflow backend (tested on Theano 0.9 and Tensorflow 1.0).

Classification performance compared to standard Keras LSTM for MNIST dataset:

Accuracy [red: PLSTM, black: LSTM]

Loss [red: PLSTM, black: LSTM]