Version 0.4.0.
- Embedding backward
- Momentum
- NesterovMomentum
- Adagrad
- RMSprop
- Adadelta
- Adam
- Adamax
Version 0.3.0.
- Add chatbot application.
- Add more examples.
- Support LSTM.
- Support GRU.
Version 0.2.5.
Add almost all test.
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.
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