Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

Recurrent Neural Network library for Torch7's nn

Deep Networks with Stochastic Depth

SoundNet: Learning Sound Representations from Unlabeled Video. NIPS 2016

Train a deeper LSTM and normalized CNN Visual Question Answering model. This current code can get 58.16 on OpenEnded and 63.09 on Multiple-Choice on test-standard.

Gated Graph Sequence Neural Networks

Train an RL agent to play multiple Atari games at once

Code for the paper "Ask Me Any Rating: A Content-based Recommender System based on Recurrent Neural Networks"