onucharles / lstm-gru-pytorch

Implementation of RNNs from "scratch" in PyTorch. LSTM and GRU available.

Implementations of LSTM and GRU in Pytorch

Implementation of recurrent neural networks (RNNs) from "scratch" in PyTorch. The only PyTorch module used is nn.Linear.

I had to write this for a research project. I needed to make internal changes to RNNs for my experiments but observed that PyTorch's RNNs were imported as C libraries. Hopefully this will save you a few hours or days in your own work :-)

RNNS implemented are:

• Long short-term memory, LSTM
• Gated recurrent Unit, GRU

Dependency

Torch