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playing around with some neural nets

nn folder has a numpy nn for arbitrarily deep feed forward nets.

  • mini-batch sgd, Adadelta, RMSProp
  • just mean squared error cost function for now
  • activations: linear tanh, relu, leaky relu, sigmoid

sentences_CNN has theano based cnn for modelling sentences and example run on a small corpus of academic papers

read the soar document there for more details

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