chenhuaizhen/LayerNorm_LSTM

The extension of torch.nn.LSTMCell

Python

LayerNorm_LSTM

The extension of torch.nn.LSTMCell

Requirements

python 3-6
pytorch

LayerNorm LSTM

Cite

paper: Layer Normalization

Weight-dropped LSTM

Cite

paper: Regularization of Neural Networks using DropConnect

Variational LSTM

Cite

paper: A Theoretically Grounded Application of Dropout in Recurrent Neural Networks