andersjo / char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow.

Inspired from Andrej Karpathy's char-rnn.

Requirements

• Tensorflow

Basic Usage

To train with default parameters on the tinyshakespeare corpus, run python train.py.

To sample from a checkpointed model, python sample.py.

Roadmap

• Add explanatory comments
• Expose more command-line arguments
• Compare accuracy and performance with char-rnn