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Top 33 nmt open source projects

Transformer Clinic

Understanding the Difficulty of Training Transformers

✭ 179

python transformer nmt

Nlp pytorch project

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

✭ 153

python chatbot text-classification seq2seq ner text-generation nmt

Subword Nmt

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

✭ 1,819

python segmentation machine-translation neural-machine-translation nmt subword-units bpe

Nmtpy

nmtpy is a Python framework based on dl4mt-tutorial to experiment with Neural Machine Translation pipelines.

✭ 127

python deep-learning theano neural-machine-translation nmt

Nmt gan

generative adversarial nets for neural machine translation

✭ 110

python gan nmt

Njunmt Tf

An open-source neural machine translation system developed by Natural Language Processing Group, Nanjing University.

✭ 97

python tensorflow translation transformer attention neural-machine-translation nmt

Njunmt Pytorch

✭ 79

python pytorch neural-machine-translation nmt attention-is-all-you-need

Xmunmt

An implementation of RNNsearch using TensorFlow

✭ 69

python deep-learning tensorflow seq2seq neural-machine-translation sequence-to-sequence nmt

Rnn Nmt

基于双向RNN，Attention机制的编解码神经机器翻译模型

✭ 46

python tensorflow rnn neural-machine-translation nmt

Nlp tensorflow project

Use tensorflow to achieve some NLP project, eg: classification chatbot ner attention QAetc.

✭ 27

python tensorflow nlp chatbot text-classification attention qa nmt entity-extraction

Nematus

Open-Source Neural Machine Translation in Tensorflow

✭ 730

python machine-translation neural-machine-translation sequence-to-sequence nmt

Chatlearner

A chatbot implemented in TensorFlow based on the seq2seq model, with certain rules integrated.

✭ 528

python deep-learning tensorflow chatbot sequence-to-sequence nmt beam-search

Nmt Keras

Neural Machine Translation with Keras

✭ 501

python deep-learning machine-learning tensorflow keras transformer attention-mechanism theano machine-translation neural-machine-translation sequence-to-sequence attention-model gru nmt attention-is-all-you-need

Attn2d

Pervasive Attention: 2D Convolutional Networks for Sequence-to-Sequence Prediction

✭ 475

python pytorch nlp nmt

Joeynmt

Minimalist NMT for educational purposes

✭ 420

python education transformer seq2seq machine-translation neural-machine-translation nmt

Deep learning nlp

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

✭ 407

python3 jupyter-notebook deep-learning pytorch nlp keras numpy recurrent-neural-networks word2vec attention word-embeddings cnn-keras nmt

Neuralmonkey

An open-source tool for sequence learning in NLP built on TensorFlow.

✭ 400

python deep-learning tensorflow nlp neural-networks gpu machine-translation neural-machine-translation image-captioning encoder-decoder sequence-to-sequence nmt

Nmtpytorch

Sequence-to-Sequence Framework in PyTorch

✭ 392

jupyter-notebook deep-learning pytorch cnn speech-recognition seq2seq asr neural-machine-translation nmt

Tf Seq2seq

Sequence to sequence learning using TensorFlow.

✭ 387

python deep-learning machine-learning tensorflow nlp neural-network natural-language-processing seq2seq natural-language-understanding neural-machine-translation encoder-decoder sequence-to-sequence nmt beam-search

Nmt List

A list of Neural MT implementations

✭ 359

deep-learning machine-translation neural-machine-translation sequence-to-sequence nmt

Ner Bert

BERT-NER (nert-bert) with google bert https://github.com/google-research.

✭ 339

python python3 jupyter-notebook pytorch nlp classification transfer-learning attention ner nmt

Seq2seq chatbot

基于seq2seq模型的简单对话系统的tf实现，具有embedding、attention、beam_search等功能，数据集是Cornell Movie Dialogs

✭ 308

python tensorflow chatbot attention-mechanism seq2seq nmt beam-search

Nemo

NeMo: a toolkit for conversational AI

✭ 3,685

Jupyter Notebook python Roff shell C++HTML deep-learning nlp neural-network speech-recognition nlp-machine-learning text-to-speech machine-translation speech-synthesis speech-to-text nmt

pynmt

a simple and complete pytorch implementation of neural machine translation system

✭ 13

python shell perl translation pytorch transformer nmt attention-mechanism

Variational-NMT

Variational Neural Machine Translation System

✭ 37

python pytorch nmt variational-autoencoder

Quality-Estimation2

机器翻译子任务-翻译质量评价-在BERT模型后面加上Bi-LSTM进行fine-tuning

✭ 31

python shell nmt quality-estimation bert fine-tuning

RNNSearch

An implementation of attention-based neural machine translation using Pytorch

✭ 43

python perl shell pytorch seq2seq attention neural-machine-translation sequence-to-sequence nmt rnnsearch

extractive rc by runtime mt

Code and datasets of "Multilingual Extractive Reading Comprehension by Runtime Machine Translation"

✭ 36

python perl multilingual nlp natural-language-processing pytorch question-answering nmt squad reading-comprehension

Quality-Estimation1

机器翻译子任务-翻译质量评价-复现 WMT2018 阿里论文结果

✭ 19

python perl shell Jupyter Notebook transformer nmt quality-estimation wmt

parallel-corpora-tools

Tools for filtering and cleaning parallel and monolingual corpora for machine translation and other natural language processing tasks.

✭ 35

PHP shell nlp data-science natural-language-processing translation machine machine-translation natural-language neural-machine-translation corpora nmt filtering data-processing neural language-processing cleaning corpus-tools

VNMT

Code for "Variational Neural Machine Translation" (EMNLP2016)

✭ 54

python prolog shell theano nmt groundhog variational-nmt variational-encoder-decoder

nmt

Network mapping tool

✭ 16

javascript python CSS HTML docker mapping reactjs network sysadmin rethinkdb pentesting nmt

vat nmt

Implementation of "Effective Adversarial Regularization for Neural Machine Translation", ACL 2019

✭ 22

python nlp vat neural-machine-translation nmt adversarial acl2019

1-33 of 33 nmt projects