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

Tree-structured Long Short-Term Memory networks (http://arxiv.org/abs/1503.00075)

Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders