Tensor RNN

Source code for tensor recurrent neural network (RNN), improving vanilla RNN w.r.t

high-order Markov process
high-order interactions in hidden states
dimension reduction with tensor network model

experiments

Baseline and tensor RNN models. Baselines include

RNN: vanilla RNN
LSTM: vanilla LSTM
PLST: phased LSTM
MRNN: high-order matrix RNN with first order interaction
TRNN: tensor RNN
MTRNN: multi-resolution tensor RNN

notebook

Notebooks for loading and plotting results