RecurrentJava

RecurrentJava is a reimplementation of Andrej Karpathy's RecurrentJS, in Java.

It currently features:

• Deep Recurrent Neural Networks
• Long Short-Term Memory Networks
• Gated Recurrent Unit Neural Networks
• Backpropagation Through Time handled via Automatic Differentiation.
  

ExamplePaulGraham.java shows how to do character-by-character sentence prediction and generation.

Sample output:

========================================REPORT:calculating perplexity over entire data set...Median Perplexity = 1.4959Temperature 1.0 prediction:    "there's a more kemmaces of meanness that hade? tagh o; mool"    "it fart dect about twish i could see gve..."Temperature 0.75 prediction:    "that's not absolutely note a lot of the startup? path they'll should owt"    "i realize how crazy all thi..."Temperature 0.5 prediction:    "the most stripiess to more here that happens never get them"    "if you do that role kropate that's the w..."Temperature 0.25 prediction:    "the person who needs something making the same spignf befart"    "the startup founders who never about wh..."Temperature 0.1 prediction:    "the startup founders who never about which in your expanding, it's a sign when idea way we don't the..."Argmax prediction:    "the problem is not that most towns kill startups"    "the problem is not that most towns kill startups"    "th..."========================================License

MIT