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The Top 222 Neural Machine Translation Open Source Projects

Categories > Machine Learning > Neural Machine Translation
Sentencepiece ⭐ 6,309
Unsupervised text tokenizer for Neural Network-based text generation.
dependent packages 291total releases 32most recent commit 3 days agopypi sentencepiece} Downloads
Opennmt Py ⭐ 5,799
Open Source Neural Machine Translation in PyTorch
dependent packages 7total releases 20most recent commit 13 hours agopypi OpenNMT-py} Downloads
Pytorch Seq2seq ⭐ 2,634
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
most recent commit 2 years ago
Mtbook ⭐ 2,440
《机器翻译：基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models
most recent commit 4 months ago
Opennmt ⭐ 2,334
Open Source Neural Machine Translation in Torch (deprecated)
most recent commit 3 years ago
Subword Nmt ⭐ 1,937
Unsupervised Word Segmentation for Neural Machine Translation and Text Generation
dependent packages 13total releases 8most recent commit 3 months agopypi subword-nmt} Downloads
Pytorchnlpbook ⭐ 1,714
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L
most recent commit 3 years ago
Openseq2seq ⭐ 1,393
Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP
most recent commit 2 years ago
Coursera Deep Learning Specialization ⭐ 1,371
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
most recent commit 4 months ago
Opennmt Tf ⭐ 1,348
Neural machine translation and sequence learning using TensorFlow
dependent packages 3total releases 95most recent commit 2 days agopypi OpenNMT-tf} Downloads
Nlp Models Tensorflow ⭐ 1,329
Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0
most recent commit 2 years ago
Sockeye ⭐ 1,135
Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch
total releases 80most recent commit 14 days ago
Nlp Library ⭐ 955
curated collection of papers for the nlp practitioner 📖👩‍🔬
most recent commit 2 years ago
Marian ⭐ 861
Fast Neural Machine Translation in C++
most recent commit 10 months ago
Nlp Tutorial ⭐ 836
A list of NLP(Natural Language Processing) tutorials
most recent commit 3 years ago
Nematus ⭐ 755
Open-Source Neural Machine Translation in Tensorflow
most recent commit a year ago
Tensorflow Tutorial ⭐ 751
TensorFlow and Deep Learning Tutorials
most recent commit 5 years ago
Joeynmt ⭐ 582
Minimalist NMT for educational purposes
dependent packages 1total releases 11most recent commit 18 hours agopypi joeynmt} Downloads
Thumt ⭐ 561
An open-source neural machine translation toolkit developed by Tsinghua Natural Language Processing Group
most recent commit 2 years ago
Nmt Keras ⭐ 514
Neural Machine Translation with Keras
most recent commit a year ago
Seq2seq.pytorch ⭐ 495
Sequence-to-Sequence learning using PyTorch
most recent commit 3 years ago
Attn2d ⭐ 475
Pervasive Attention: 2D Convolutional Networks for Sequence-to-Sequence Prediction
most recent commit 2 years ago
Nmtpytorch ⭐ 395
Sequence-to-Sequence Framework in PyTorch
total releases 3most recent commit a year ago
Tf Seq2seq ⭐ 388
Sequence to sequence learning using TensorFlow.
most recent commit 5 years ago
Neuralmonkey ⭐ 385
An open-source tool for sequence learning in NLP built on TensorFlow.
most recent commit 3 years ago
Ctranslate2 ⭐ 376
Fast inference engine for Transformer models
dependent packages 2total releases 69most recent commit 2 days agopypi ctranslate2} Downloads
Nmt List ⭐ 364
A list of Neural MT implementations
most recent commit 4 months ago
Modernmt ⭐ 261
Neural Adaptive Machine Translation that adapts to context and learns from corrections.
most recent commit 9 months ago
Tensorflow Shakespeare ⭐ 244
Neural machine translation between the writings of Shakespeare and modern English using TensorFlow
most recent commit 5 years ago
Bitextor ⭐ 233
Bitextor generates translation memories from multilingual websites
most recent commit 17 hours ago
Good Papers ⭐ 231
I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers
most recent commit 3 years ago
Awesome Swiss German ⭐ 224
Multi-language Analyze text in 26 Cantonal Swiss German, Italian, German, Chinese (simplified), French, Italian. pply natural language understanding (NLU) to their applications with features including sentiment analysis, entity analysis, entity sentiment analysis, content classification, and syntax analysis.
most recent commit a month ago
Opus Mt ⭐ 224
Open neural machine translation models and web services
most recent commit 2 months ago
Marian Dev ⭐ 199
Fast Neural Machine Translation in C++ - development repository
most recent commit 2 days ago
Nspm ⭐ 185
🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.
most recent commit 10 months ago
Npmt ⭐ 174
Towards Neural Phrase-based Machine Translation
most recent commit 4 years ago
Code Docstring Corpus ⭐ 167
Preprocessed Python functions and docstrings for automated code documentation (code2doc) and automated code generation (doc2code) tasks.
most recent commit 2 years ago
Document Transformer ⭐ 151
Improving the Transformer translation model with document-level context
most recent commit 2 years ago
Bergamot Translator ⭐ 143
Cross platform C++ library focusing on optimized machine translation on the consumer-grade device.
total releases 3most recent commit 3 months ago
Banglanmt ⭐ 131
This repository contains the code and data of the paper titled "Not Low-Resource Anymore: Aligner Ensembling, Batch Filtering, and New Datasets for Bengali-English Machine Translation" published in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), November 16 - November 20, 2020.
most recent commit 5 days ago
Nmtpy ⭐ 128
nmtpy is a Python framework based on dl4mt-tutorial to experiment with Neural Machine Translation pipelines.
most recent commit 5 years ago
Zero ⭐ 113
Zero -- A neural machine translation system
most recent commit 6 months ago
Mt Paper Lists ⭐ 99
MT paper lists (by conference)
most recent commit 2 years ago
Niutrans.nmt ⭐ 94
A Fast Neural Machine Translation System. It is developed in C++ and resorts to NiuTensor for fast tensor APIs.
most recent commit a year ago
Njunmt Tf ⭐ 90
An open-source neural machine translation system developed by Natural Language Processing Group, Nanjing University.
most recent commit 4 years ago
Pytorch_nmt ⭐ 86
A neural machine translation model in PyTorch
most recent commit 3 years ago
Docker ⭐ 83
My Docker scripts and Dockerfile for several frameworks.
most recent commit 4 years ago
Firefox Translations Training ⭐ 82
Training pipelines for Firefox Translations neural machine translation models
most recent commit 2 months ago
Language Translation ⭐ 79
Neural machine translator for English2German translation.
most recent commit 6 years ago
Ctranslate ⭐ 76
Lightweight C++ translator for OpenNMT Torch models (deprecated)
most recent commit 3 years ago
Lang Reps ⭐ 75
Code accompanying our EMNLP paper Learning Language Representations for Typology Prediction
most recent commit 5 years ago
Dcnmt ⭐ 70
Deep Character-Level Neural Machine Translation
most recent commit 6 years ago
Njunmt Pytorch ⭐ 69
most recent commit 3 years ago
Xmunmt ⭐ 69
An implementation of RNNsearch using TensorFlow
most recent commit 5 years ago
Softalignments ⭐ 65
Neural macine translation soft alignment visualisations for web and command line
most recent commit a year ago
Transformer ⭐ 62
Neutron: A pytorch based implementation of Transformer and its variants.
most recent commit 14 days ago
Na Nmt ⭐ 62
Non-autoregressive Neural Machine Translation (not a full version)
most recent commit 4 years ago
Bytenet_translation ⭐ 61
A TensorFlow Implementation of Machine Translation In Neural Machine Translation in Linear Time
most recent commit 5 years ago
Transformer Slt ⭐ 58
Sign Language Translation with Transformers (COLING'2020, ECCV'20 SLRTP Workshop)
most recent commit 2 years ago
Chinesenmt ⭐ 53
ChineseNMT: Translate English to Chinese with PyTorch Implementation of Transformer
most recent commit a year ago
Transformer ⭐ 51
Neutron: A pytorch based implementation of Transformer and its variants.
most recent commit 2 years ago
Transformer Dynet ⭐ 48
An Implementation of Transformer (Attention Is All You Need) in DyNet
most recent commit 4 years ago
Pytorch_basic_nmt ⭐ 48
A simple yet strong implementation of neural machine translation in pytorch
most recent commit 2 years ago
Asamiasami ⭐ 45
State-Of-The-Art & ready to use mini NLP models for Indian Languages
most recent commit 2 years ago
Sgnmt ⭐ 44
Decoding platform for machine translation research
most recent commit 3 years ago
Attention Visualization ⭐ 44
Visualization for simple attention and Google's multi-head attention.
most recent commit 5 years ago
Dcgcn ⭐ 43
Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning (authors' MXNet implementation for the TACL19 paper)
most recent commit 3 years ago
Quasi Rnn ⭐ 42
A PyTorch Implementation of "Quasi-Recurrent Neural Networks"
most recent commit 5 years ago
Machinetranslate.org ⭐ 41
Open resources and community for machine translation
most recent commit 13 hours ago
Attention_is_all_you_need ⭐ 41
most recent commit 4 years ago
Neuromorphic Computing Guide ⭐ 40
Neuromorphic Computing Guide
most recent commit 2 months ago
Awesome Machine Translation ⭐ 37
A list of awesome Machine Translation frameworks, libraries, software and papers
most recent commit 8 months ago
Rnnsearch ⭐ 37
An implementation of attention-based neural machine translation using Pytorch
most recent commit 4 years ago
Nmt Wizard Docker ⭐ 37
Dockerized NMT frameworks for nmt-wizard
most recent commit 10 days ago
Multilingual_nmt ⭐ 36
Experiments on Multilingual NMT
most recent commit 2 years ago
Smiles To Iupac Translator ⭐ 33
Transformer based SMILES to IUPAC Translator
most recent commit 4 months ago
Nmt Attention Tf2 ⭐ 33
👫 Effective Approaches to Attention-based Neural Machine Translation implemented as Tensorflow 2.0
most recent commit 3 years ago
Uvr Nmt ⭐ 32
Neural Machine Translation with universal Visual Representation (ICLR 2020)
most recent commit 2 years ago
Parallel Corpora Tools ⭐ 32
Tools for filtering and cleaning parallel and monolingual corpora for machine translation and other natural language processing tasks.
most recent commit a year ago
Minimal Nmt ⭐ 31
A minimal nmt example to serve as an seq2seq+attention reference.
most recent commit 3 years ago
Nmt En Vi ⭐ 29
Neural Machine Translation system for English to Vietnamese (IWSLT'15 English-Vietnamese data)
most recent commit 3 years ago
Mat ⭐ 27
The implementation of multi-branch attentive Transformer (MAT).
most recent commit 2 years ago
Dynet Att ⭐ 27
An attentional NMT model in Dynet
most recent commit 4 years ago
Sentencepiece Jni ⭐ 26
Java JNI wrapper for SentencePiece: unsupervised text tokenizer for Neural Network-based text generation.
most recent commit 4 months ago
Pytorch_neural_machine_translation_attention ⭐ 24
Neural Machine Translation with Attention (PyTorch)
most recent commit 4 years ago
Lm Prior For Nmt ⭐ 23
This repository contains source code for the paper "Language Model Prior for Low-Resource Neural Machine Translation"
most recent commit 2 years ago
Tensorflow Seq2seq ⭐ 21
Implement en-fr translation task by implenting seq2seq, encoder-decoder in RNN layers with Attention mechanism and Beamsearch inference decoder in TensorFlow 1.3
most recent commit 5 years ago
Indian_parallelcorpus ⭐ 20
Curated list of publicly available parallel corpus for Indian Languages
most recent commit a year ago
Neural Machine Translation ⭐ 19
Several basic neural machine translation models implemented by PyTorch & TensorFlow
most recent commit 3 years ago
Dataaugmentationnmt ⭐ 19
Data Augmentation for Neural Machine Translation
most recent commit 5 years ago
Data Rejuvenation ⭐ 18
Implementation of our paper "Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation" in EMNLP-2020.
most recent commit a year ago
Opennmt Tutorial ⭐ 18
Neural Machine Translation (NMT) tutorial. Data preprocessing, model training, evaluation, and deployment.
most recent commit 12 days ago
Vat_nmt ⭐ 18
Implementation of "Effective Adversarial Regularization for Neural Machine Translation", ACL 2019
most recent commit 3 years ago
Dynmt Py ⭐ 16
Neural machine translation implementation using dynet's python bindings
most recent commit 5 years ago
Uncsamp ⭐ 15
Implementation of our paper "Self-training Sampling with Monolingual Data Uncertainty for Neural Machine Translation" to appear in ACL-2021.
most recent commit a year ago
Mt Preparation ⭐ 15
Machine Translation (MT) Preparation Scripts
most recent commit 13 days ago
Ts3000_thechatbot ⭐ 15
Its a social networking chat-bot trained on Reddit dataset . It supports open bounded queries developed on the concept of Neural Machine Translation. Beware of its being sarcastic just like its creator 😝 BDW it uses Pytorch framework and Python3.
most recent commit 2 years ago
Nerve ⭐ 14
This is a basic implementation of a neural network for use in C and C++ programs. It is intended for use in applications that just happen to need a simple neural network and do not want to use needlessly complex neural network libraries.
most recent commit 8 months ago
Nmt ⭐ 13
Neural Machine Translation with RNN/ConvS2S/Transoformer
most recent commit 5 years ago
Abd Nmt ⭐ 13
Asynchronous Bidirectional Decoding for Neural Machine Translation
most recent commit 5 years ago
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