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deep learning framework implemented by python

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pydl: deep learning framework implemented by python

pydl is built for understanding dl. Most of the calculations make use of numpy. It may not be a good idea to use this toy framework for solving your problem in real environment.

layers

data

  • PickleData

activation

  • ReLU
  • Sigmoid
  • TanH

cnn

  • Convolution
  • Pooling

rnn

  • NaiveRNN
  • LSTM

loss

  • SoftMaxLoss
  • CrossEntropyLoss
  • SigmoidCrossEntropyLoss

misc

  • FullyConnect
  • Accuracy
  • SoftMax
  • Dropout
  • Normalization

solvers

  • NaiveSGD
  • Adam

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deep learning framework implemented by python

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