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.

• add RN(Relation Net) supporting.

• add GRL supporting.

This framework provides some examples:

• NLP: Chinese word segmentation

• CNN txt classification

• QA samples

• Babi Testing