Neural Machine Translation Implementations

A list of NMT implementations.

Contributions

Feel free add to this, via a pull request

The Lists

Chainer-based NMT

Software	Who	Comments
chainn	Philip
KyotoNMT	Fabien

Custom C/C++ NMT

Software	Who	Comments
AmuNMT decoder	Marcin	compatible with Nematus models
EUREKA-MangoNMT	Jiajun
N3LP	Kazuma, Akiko

DyNet-based NMT

Software	Who	Comments
lamtram	Graham
mantis	Trevor
NMTKit	Yusuke

Keras-based NMT

Software	Who	Comments
Keras seq2seq	Fariz

MXNet-based NMT

Software	Who	Comments
MXNMT	magic282

TensorFlow-based NMT

Software	Who	Comments
byteNet-tensorflow	Paarth	in development
Neural Monkey	ÚFAL
seq2seq	Alexandre
TensorFlow seq2seq	Google	MT demo

Theano-based NMT

Software	Who	Comments
DCNMT	SwordYork
dl4mt-tutorial	Cho, Orhan
dl4mt-c2c	Jason, Cho
HNMT	Robert
Nematus	Rico, Cho, Orhan
neuralmt	Raphael
SGNMT	Cambridge	Syntactically-guided NMT

Torch-based NMT

Software	Who	Comments
nmt-android	Yoon, Sasha
seq2seq-attn	Yoon	Superseded by OpenNMT
OpenNMT	harvardnlp

Other

Software	Who	Backend	Comments
nmt.hybrid	Thang	Matlab	also word-based
Paddle	Baidu	Paddle	demo
textsum	Google	TensorFlow	text summarization demo using seq2seq+attn