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Changelog

0.4.0 (2017-06-18)

Version 0.4.0.

  • Embedding backward
  • Momentum
  • NesterovMomentum
  • Adagrad
  • RMSprop
  • Adadelta
  • Adam
  • Adamax

0.3.0 (2017-06-15)

Version 0.3.0.

  • Add chatbot application.
  • Add more examples.
  • Support LSTM.
  • Support GRU.

0.2.5 (2017-05-30)

Version 0.2.5.

Add almost all test.

0.2 (2017-05-10)

Second release.

Support Layers:

  • Batch Normalization Layer
  • Embedding Layer
  • MeanPooling Layer
  • Flatten Layer

Support Activations:

  • SymmetricElliot
  • LReLU
  • SoftPlus
  • SoftSign

Support Initializations:

  • HeNormal
  • HeUniform
  • Orthogonal

Add more tutorials.

Add more API comments.

0.1 (2017-04-11)

First release.

Support layers:

  • Dense (perceptron) Layer
  • Softmax Layer
  • Dropout Layer
  • Convolution Layer
  • MaxPooling Layer
  • SimpleRNN Layer

Support Activations:

  • Sigmoid
  • Tanh
  • ReLU
  • Softmax
  • Elliot

Support Initializations:

  • Uniform
  • Normal
  • LecunUniform
  • GlorotUniform
  • GlorotNormal

Support Objectives:

  • MeanSquaredError
  • HellingerDistance
  • BinaryCrossEntropy
  • SoftmaxCategoricalCrossEntropy

Support Optimizers:

  • SGD