cheng6076

SNLI-attention

SNLI with word-word attention by LSTM encoder-decoder

Variational-LSTM-Autoencoder

Variational Seq2Seq model

LSTM-Autoencoder

Seq2Seq LSTM Autoencoder

scanner

mlm

A comparative study of different LSTM structures

NVDM

Neural variational inference document model in the paper "Neural variational inference for text processing"

virnng

Code for "A Generative Parser with a Discriminative Recognition Algorithm"(http://homepages.inf.ed.ac.uk/s1537177/resources/virnng.pdf)

torch_examples

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

bist-parser

Graph-based and Transition-based dependency parsers based on BiLSTMs

chainer-examples

CoreNLP

Stanford CoreNLP: A Java suite of core NLP tools.

dense_parser

DeNSe parser in Dependency Parsing as Head Selection https://arxiv.org/abs/1606.01280

dpnn

deep extensions to nn

graph-parser

GraphParser is a semantic parser which can convert natural language sentences to logical forms and graphs.

GraphRNN

grid-lstm

This attempts to implement [grid lstm](http://arxiv.org/abs/1507.01526).

lstm-char-cnn

LSTM language model with CNN over characters

MemNN

Memory Networks implementations

MIXER

Mixed Incremental Cross-Entropy REINFORCE ICLR 2016

neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

nips2015_vrnn

nn

rnn

Recurrent Neural Network library for Torch7's nn

svae

code for Structured Variational Autoencoders

tensorflow

Open source software library for numerical computation using data flow graphs.

torch-autograd

Autograd automatically differentiates native Torch code

VAE-Torch

Implementation of Variational Auto-Encoder in Torch7

Variational-Recurrent-Autoencoder

Implementation of the VRAE

word2vec_torch

Word2Vec implementation in Torch