char-RNN

still under developing

This is a Python3/ Keras / Tensorflow implementation of paper Generating Sequences With Recurrent Neural Networks

Can use it to do character level text generation and word-level

For character level text generation, I used the linux source code.

For word-level text generation, I used works from shakespeare

Setup

To run this code you need the following:

• a machine with multiple GPUs
• Python3
• Numpy, Keras

Training the model

Use the main_entry.py script to train the model. To train the default model on CIFAR-10 simply use:

python3 main_entry.py

usage

indicate the training dataset by

• ‘—data_set linux_data’: linux source code (character level)
• ‘—data_set shakespeare’: shakespeare’s plays (word-level)