Back propogation algorithm demo.
- sin-> a 3-layer network to simulate sin function
- xor-> a 3-layer network to simulate xor operation
- dimensionalityReduction -> a 2-layer network to do linear dimensionality reduction
- recurrent -> a simple RNN BPTT algorithm to simulate xor operation through time
- GRU -> an implementation of Gated Recurrent Unit to simulate xor operation through time
- LeNet -> A C++ implementation of the famous LeNet-5 with some simplifications.
- LSTMTagger -> A simple sequence tagger using LSTM
- ConvSen -> Convolution neural network for NLP
- BiGRU -> a bidirectional GRU Tagger