/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.

Primary LanguageJavaApache License 2.0Apache-2.0

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