# nmt-list

**Repository Path**: mirrors_alvations/nmt-list

## Basic Information

- **Project Name**: nmt-list
- **Description**: A list of Neural MT implementations
- **Primary Language**: Unknown
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-09-24
- **Last Updated**: 2026-05-23

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Neural Machine Translation Implementations

A list of NMT implementations.

## Contributions

Feel free add to this, via a [pull request](https://help.github.com/articles/creating-a-pull-request)

## The Lists

### [Chainer](https://github.com/pfnet/chainer)-based NMT
| Software | Who | Comments |
| -------- | --- | -------- |
| [chainn](https://github.com/philip30/chainn) | [Philip](http://isw3.naist.jp/~philip-a/index.html) |  |
| [KyotoNMT](https://github.com/fabiencro/knmt) | [Fabien](https://github.com/fabiencro) |  |


### [DyNet](https://github.com/clab/dynet)-based NMT
| Software | Who | Comments |
| -------- | --- | -------- |
| [lamtram](https://github.com/neubig/lamtram) | [Graham](https://github.com/neubig) |  |
| [mantis](https://github.com/trevorcohn/mantis) | [Trevor](https://github.com/trevorcohn) |  |
| [NMTKit](https://github.com/odashi/nmtkit) | [Yusuke](https://github.com/odashi) |  |


### [Keras](https://github.com/fchollet/keras)-based NMT
| Software | Who | Comments |
| -------- | --- | -------- |
| Keras [seq2seq](https://github.com/farizrahman4u/seq2seq) | [Fariz](https://github.com/farizrahman4u) |  |


### [TensorFlow](https://github.com/tensorflow/tensorflow)-based NMT
| Software | Who | Comments |
| -------- | --- | -------- |
| [byteNet-tensorflow](https://github.com/paarthneekhara/byteNet-tensorflow) | [Paarth](https://github.com/paarthneekhara) | in development |
| [Neural Monkey](https://github.com/ufal/neuralmonkey) | [ÚFAL](https://github.com/ufal) |  |
| [seq2seq](https://github.com/eske/seq2seq) | [Alexandre](https://github.com/eske) |  |
| TensorFlow [seq2seq](https://www.tensorflow.org/versions/master/tutorials/seq2seq/index.html) | Google | MT demo |
| [textsum](https://github.com/tensorflow/models/tree/master/textsum) | Google | text sum demo |


### [Theano](https://github.com/Theano/Theano)-based NMT
| Software | Who | Comments |
| -------- | --- | -------- |
| [DCNMT](https://github.com/swordyork/dcnmt) | [SwordYork](https://github.com/SwordYork) |  |
| [dl4mt-tutorial](https://github.com/nyu-dl/dl4mt-tutorial) | [Cho](https://github.com/kyunghyuncho), [Orhan](https://github.com/orhanf) |  |
| [dl4mt-c2c](https://github.com/nyu-dl/dl4mt-c2c) | [Jason](https://github.com/jasonleeinf), [Cho](https://github.com/kyunghyuncho) |  |
| [HNMT](https://github.com/robertostling/hnmt) | [Robert](https://github.com/robertostling) |  |
| [Nematus](https://github.com/rsennrich/nematus) | [Rico](https://github.com/rsennrich), [Cho](https://github.com/kyunghyuncho), [Orhan](https://github.com/orhanf) |  |


### [Torch](https://github.com/torch/distro)-based NMT
| Software | Who | Comments |
| -------- | --- | -------- |
| [nmt-android](https://github.com/harvardnlp/nmt-android) | [Yoon](https://github.com/yoonkim), [Sasha](https://github.com/srush) |  |
| [seq2seq-attn](https://github.com/harvardnlp/seq2seq-attn) | [Yoon](https://github.com/yoonkim) |  |


### Other
| Software | Who | Backend | Comments |
| -------- | --- | ------- | -------- |
| [AmuNMT decoder](https://github.com/emjotde/amunmt) | [Marcin](https://github.com/emjotde) | Custom | compatible with Nematus models |
| [nmt.hybrid](https://github.com/lmthang/nmt.hybrid) | [Thang](https://github.com/lmthang) | Matlab | also [word-based](https://github.com/lmthang/nmt.matlab) |
| [Paddle](https://github.com/baidu/Paddle/tree/master/demo/seqToseq/translation) | [Baidu](https://github.com/baidu) | [Paddle](https://github.com/baidu/Paddle) | demo |