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Implementations of "LSTM: A Search Space Odyssey" variants and their training results on the PTB dataset.

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An LSTM Odyssey

Code for training variants of "LSTM: A Search Space Odyssey" on Fomoro.

Check out the blog post.

Training

  1. Install TensorFlow.
  2. Clone the repo: git clone https://github.com/fomorians/lstm-odyssey.git && cd lstm-odyssey
  3. Run training: python main.py

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Implementations of "LSTM: A Search Space Odyssey" variants and their training results on the PTB dataset.

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  • Jupyter Notebook 96.1%
  • Python 3.9%