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Keras implementation of Phased LSTM

Project description

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]

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