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kyhoolee/java_deep_learning

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RecurrentJava is a reimplementation of Andrej Karpathy'sRecurrentJS, 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..."========================================

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