georgeyiasemis / Recurrent-Neural-Networks-from-scratch-using-PyTorch

LSTM, RNN and GRU implementations using Pytorch

Reccurent Networks from scratch using PyTorch

LSTM, RNN and GRU implementations

This repo contains implementations of:

• Basic RNNCell
• LSTMCell
• GRUCell

and

• RNN / Biderectional RNN
• LSTM / Biderectional LSTM
• GRU / Biderectional GRU.

Example of LSTM Cell

Dependencies

• pytorch
• numpy