crazyrhino / deepdriver

DeepDriver is a JAVA framework of Deep Learning, it supports ANN/CNN/DNN/RNN/LSTM now, hope it can be widely used for deep learning development.

DeepDriver

This is a Deep Learning framework projects written with JAVA, including:

• ANN, the forward feed neural network
• DNN, a deep ANN
• CNN, the convNet, including LetNet, VGG, ResNet, FNN, and so on.
• RNN/LSTM, used for sequential strings handeling
• Bi-LSTM
• W2V supports also is added already
• Encoder-Decoder framework and so on.
• add supporting for DNC(Differential Neural Computer) DeepDriver/src/deepDriver/dl/aml/dnc/
• add MTL(Multiple Task Learning) supporting for ANN/DNN, so it is easy to extend for CNN and other neural network also.

This framework provides some examples:

• NLP: Chinese word segmentation
• CNN txt classification
• QA samples
• Babi Testing