CHANGES.rst
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