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Tensorflow Grid LSTM

Implementation of the paper https://arxiv.org/pdf/1507.01526v3.pdf

Comes with:

  • Tensorflow 1.0 support!
  • Python 3 full compatibility
  • Some examples such as CharRNN are included

The original code is available at phvu/grid-lstm-tensorflow and is compatible with tensorflow <0.12 and Python 2.

Following the discussion in #8191, this code is not compatible with the latest version of Tensorflow 1.1. As of today, there is no clear workaround. Instead, use:

pip3 install tensorflow-gpu==1.0.1


Stacked GRID LSTM (2 layers) vs Stacked LSTM (2 layers) on Shakespeare dataset.