Tag Archives: RecurrentJS

RecurrentJS: Deep Recurrent Neural Networks and LSTMs in Javascript.

via karpathy/recurrentjs · GitHub.

RecurrentJS is a Javascript library that implements:

  • Deep Recurrent Neural Networks (RNN)
  • Long Short-Term Memory networks (LSTM)
  • In fact, the library is more general because it has functionality to construct arbitrary expression graphs over which the library can perform automatic differentiation similar to what you may find in Theano for Python, or in Torch etc. Currently, the code uses this very general functionality to implement RNN/LSTM, but one can build arbitrary Neural Networks and do automatic backprop.