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The Top 940 Machine Translation Open Source Projects

Categories > Machine Learning > Machine Translation
Nlp Progress ⭐ 20,801
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
most recent commit a month ago
Tensor2tensor ⭐ 12,581
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
dependent packages 11total releases 79most recent commit 13 days agopypi tensor2tensor} Downloads
Opennmt Py ⭐ 5,704
Open Source Neural Machine Translation in PyTorch
dependent packages 7total releases 20most recent commit 9 days agopypi OpenNMT-py} Downloads
Espnet ⭐ 5,497
End-to-End Speech Processing Toolkit
dependent packages 3total releases 27most recent commit a day agopypi espnet} Downloads
Seq2seq ⭐ 5,300
A general-purpose encoder-decoder framework for Tensorflow
most recent commit 2 years ago
Nemo ⭐ 4,784
NeMo: a toolkit for conversational AI
dependent packages 5total releases 58most recent commit 15 hours agopypi nemo-toolkit} Downloads
Practical Pytorch ⭐ 4,272
Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained
most recent commit a year ago
Zhihu ⭐ 3,228
This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.
most recent commit a year ago
Spark Nlp ⭐ 2,926
State of the Art Natural Language Processing
dependent packages 2total releases 90most recent commit 21 hours ago
Cluedatasetsearch ⭐ 2,674
搜索所有中文NLP数据集，附常用英文NLP数据集
most recent commit 5 days ago
Lingvo ⭐ 2,608
Lingvo
most recent commit 2 days 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 a month ago
Opennmt ⭐ 2,334
Open Source Neural Machine Translation in Torch (deprecated)
most recent commit 3 years ago
Mt Reading List ⭐ 2,289
A machine translation reading list maintained by Tsinghua Natural Language Processing Group
most recent commit 2 months ago
Texar ⭐ 2,008
Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow
total releases 5most recent commit 2 years ago
Subword Nmt ⭐ 1,937
Unsupervised Word Segmentation for Neural Machine Translation and Text Generation
dependent packages 12total releases 8most recent commit 21 days agopypi subword-nmt} Downloads
Openseq2seq ⭐ 1,393
Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP
most recent commit a year ago
Argos Translate ⭐ 1,390
Open-source offline translation library written in Python
dependent packages 10total releases 20most recent commit 14 hours agopypi argostranslate} Downloads
Opennmt Tf ⭐ 1,340
Neural machine translation and sequence learning using TensorFlow
dependent packages 3total releases 95most recent commit 7 days agopypi OpenNMT-tf} Downloads
Chinesenlp ⭐ 1,329
Datasets, SOTA results of every fields of Chinese NLP
most recent commit a year ago
Bartycrouch ⭐ 1,250
Localization/I18n: Incrementally update/translate your Strings files from .swift, .h, .m(m), .storyboard or .xib files.
most recent commit 20 hours ago
Seq2seq Attn ⭐ 1,167
Sequence-to-sequence model with LSTM encoder/decoders and attention
most recent commit 2 years ago
Fasttext_multilingual ⭐ 1,141
Multilingual word vectors in 78 languages
most recent commit 2 months ago
Sockeye ⭐ 1,121
Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch
total releases 80most recent commit 6 days ago
Vtil Core ⭐ 1,060
Virtual-machine Translation Intermediate Language
most recent commit 18 days ago
Turbotransformers ⭐ 993
a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.
most recent commit a year ago
Nlg Eval ⭐ 984
Evaluation code for various unsupervised automated metrics for Natural Language Generation.
most recent commit 8 months ago
Marian ⭐ 861
Fast Neural Machine Translation in C++
most recent commit 8 months ago
Nematus ⭐ 755
Open-Source Neural Machine Translation in Tensorflow
most recent commit a year ago
Texar Pytorch ⭐ 711
Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CASL project: http://casl-project.ai/
dependent packages 1total releases 5most recent commit 5 months agopypi texar-pytorch} Downloads
Nlp Paper ⭐ 707
自然语言处理领域下的相关论文（附阅读笔记），复现模型以及数据处理等（代码含TensorFlow和Py
total releases 2most recent commit 2 months ago
Bytenet ⭐ 570
A tensorflow implementation of French-to-English machine translation using DeepMind's ByteNet .
most recent commit a year ago
Joeynmt ⭐ 567
Minimalist NMT for educational purposes
dependent packages 1total releases 11most recent commit 7 days agopypi joeynmt} Downloads
Thumt ⭐ 561
An open-source neural machine translation toolkit developed by Tsinghua Natural Language Processing Group
most recent commit a year ago
Nmt Keras ⭐ 514
Neural Machine Translation with Keras
most recent commit a year ago
Seq2seq ⭐ 502
Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch
most recent commit 2 years ago
Deepnlp Course ⭐ 479
Deep NLP Course
most recent commit 3 years ago
Manga Image Translator ⭐ 462
Translate manga/image 一键翻译各类图片内文字 https://touhou.ai/imgtrans/
most recent commit 4 days ago
Nlp Cube ⭐ 455
Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing
dependent packages 1total releases 23most recent commit 8 months agopypi nlpcube} Downloads
Thesis ⭐ 422
Thang Luong's thesis on Neural Machine Translation
most recent commit 6 years ago
Undreamt ⭐ 421
Unsupervised Neural Machine Translation
most recent commit 2 years ago
Sacremoses ⭐ 404
Python port of Moses tokenizer, truecaser and normalizer
dependent packages 68total releases 50most recent commit 2 months agopypi sacremoses} Downloads
Vizseq ⭐ 397
An Analysis Toolkit for Natural Language Generation (Translation, Captioning, Summarization, etc.)
total releases 16most recent commit 2 months ago
Neuralmonkey ⭐ 385
An open-source tool for sequence learning in NLP built on TensorFlow.
most recent commit 2 years ago
Nmt List ⭐ 364
A list of Neural MT implementations
most recent commit 2 months ago
Nmt Tips ⭐ 346
A tutorial about neural machine translation including tips on building practical systems
most recent commit 6 years ago
Ctranslate2 ⭐ 338
Fast inference engine for Transformer models
dependent packages 2total releases 64most recent commit 3 days agopypi ctranslate2} Downloads
Bytenet Tensorflow ⭐ 316
ByteNet for character-level language modelling
most recent commit 5 years ago
Transformer ⭐ 297
A Pytorch Implementation of "Attention is All You Need" and "Weighted Transformer Network for Machine Translation"
most recent commit 2 years ago
Attention Mechanisms ⭐ 294
Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.
most recent commit 9 months ago
Rl4nlp ⭐ 288
Reinforcement learning for natural language processing reading group
most recent commit 4 years ago
Attention Pytorch ⭐ 264
注意力机制实践
most recent commit 2 months ago
Modernmt ⭐ 261
Neural Adaptive Machine Translation that adapts to context and learns from corrections.
most recent commit 7 months ago
Nonautoreggenprogress ⭐ 253
Tracking the progress in non-autoregressive generation (translation, transcription, etc.)
most recent commit 3 months ago
Nonauto Nmt ⭐ 241
PyTorch Implementation of "Non-Autoregressive Neural Machine Translation"
most recent commit 7 months 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
Lowresource Nlp Bootcamp 2020 ⭐ 228
The website for the CMU Language Technologies Institute low resource NLP bootcamp 2020
most recent commit 2 years ago
Opus Mt ⭐ 224
Open neural machine translation models and web services
most recent commit 4 days ago
Bitextor ⭐ 222
Bitextor generates translation memories from multilingual websites
most recent commit 3 days ago
Masakhane Mt ⭐ 212
Machine Translation for Africa
most recent commit 3 months ago
Bleualign ⭐ 210
Machine-Translation-based sentence alignment tool for parallel text
dependent packages 2total releases 2most recent commit 2 years agopypi pypi-bleualign} Downloads
Tokenizer ⭐ 187
Fast and customizable text tokenization library with BPE and SentencePiece support
dependent packages 5total releases 62most recent commit 13 days agopypi pyonmttok} Downloads
Nspm ⭐ 185
🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.
most recent commit 8 months ago
Marian Dev ⭐ 184
Fast Neural Machine Translation in C++ - development repository
most recent commit 19 days ago
Monoses ⭐ 183
Unsupervised Statistical Machine Translation
most recent commit 2 years ago
Deeply ⭐ 179
PHP client for the DeepL.com translation API (unofficial)
dependent packages 2total releases 26most recent commit 4 months agopackagist chriskonnertz/deeply} Downloads
Cdec ⭐ 179
Decoder, aligner, and model optimizer for statistical machine translation and other structured prediction models based on (mostly) context-free formalisms
most recent commit 2 years ago
Hardware Aware Transformers ⭐ 175
[ACL 2020] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing
most recent commit 2 years ago
Speechtransprogress ⭐ 174
Tracking the progress in end-to-end speech translation
most recent commit 2 months ago
Npmt ⭐ 174
Towards Neural Phrase-based Machine Translation
most recent commit 4 years ago
Dl4mt Cdec ⭐ 172
most recent commit 6 years ago
Comet ⭐ 166
A Neural Framework for MT Evaluation
dependent packages 2total releases 23most recent commit 7 days agopypi unbabel-comet} Downloads
Deepl Translator ⭐ 165
This module provides promised methods for translating text using DeepL Translator (https://www.deepl.com/translator) undocumented API.
dependent packages 4total releases 5most recent commit a year agonpm deepl-translator} Downloads
Xnmt ⭐ 161
eXtensible Neural Machine Translation
most recent commit 3 years ago
Zoph_rnn ⭐ 155
C++/CUDA toolkit for training sequence and sequence-to-sequence models across multiple GPUs
most recent commit 5 years ago
Openkiwi ⭐ 145
Open-Source Machine Translation Quality Estimation in PyTorch
dependent packages 1total releases 6most recent commit 2 years agopypi openkiwi} Downloads
Bergamot Translator ⭐ 143
Cross platform C++ library focusing on optimized machine translation on the consumer-grade device.
total releases 3most recent commit 21 days ago
Multeval ⭐ 139
Easy Bootstrap Resampling and Approximate Randomization for BLEU, METEOR, and TER using Multiple Optimizer Runs. This implements "Better Hypothesis Testing for Statistical Machine Translation: Controlling for Optimizer Instability" from ACL 2011.
most recent commit 6 years ago
Dl4mt Multi ⭐ 129
most recent commit 6 years ago
Opus Mt Train ⭐ 128
Training open neural machine translation models
most recent commit 2 months ago
Awesome Ai Services ⭐ 127
An overview of the AI-as-a-service landscape
most recent commit 4 years ago
Nlp Thu ⭐ 126
NLP Course Material & QA
most recent commit 7 months ago
Pytorch Dual Learning ⭐ 124
Implementation of Dual Learning NMT on PyTorch
most recent commit 5 years ago
Seq2seqsharp ⭐ 122
Seq2SeqSharp is a tensor based fast & flexible encoder-decoder deep neural network framework written by .NET (C#). It has many highlighted features, such as automatic differentiation, many different types of encoders/decoders(Transformer, LSTM, BiLSTM and so on), multi-GPUs supported and so on.
dependent packages 3total releases 1most recent commit 4 days agonuget AdvUtils} Downloads
Mxnmt ⭐ 122
MXNet based Neural Machine Translation
most recent commit 4 years ago
Banglanmt ⭐ 118
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 4 months ago
Zero ⭐ 113
Zero -- A neural machine translation system
most recent commit 4 months ago
Nmt_gan ⭐ 106
generative adversarial nets for neural machine translation
most recent commit 4 years ago
Atpapers ⭐ 105
Worth-reading papers and related resources on attention mechanism, Transformer and pretrained language model (PLM) such as BERT. 值得一读的注意力机制、Transformer和预训练语言模型论文与相关资源集合
most recent commit a year ago
Pytorch ⭐ 104
PyTorch tutorials A to Z
most recent commit 4 months ago
Nlp Tutorial ⭐ 101
自然语言处理（NLP）教程，包括：词向量，词法分析，预训练语言模型，文本分类，文本语义匹配，信息抽取
most recent commit 5 months ago
Neurallanguage Notes ⭐ 101
summaries and notes on neural language learning papers (deprecated)
most recent commit 6 years ago
Mt Paper Lists ⭐ 99
MT paper lists (by conference)
most recent commit 2 years ago
Awesome Speech Translation ⭐ 98
most recent commit a year ago
En Fr Mlt Tensorflow ⭐ 97
English-French Machine Language Translation in Tensorflow
most recent commit 4 years ago
Simple Nmt ⭐ 94
This repo contains a simple source code for advanced neural machine translation based on sequence-to-sequence.
most recent commit a year 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
Nlp_toolkit ⭐ 91
Library of state-of-the-art models (PyTorch) for NLP tasks
most recent commit a month ago
Distill Bert Textgen ⭐ 90
Research code for ACL 2020 paper: "Distilling Knowledge Learned in BERT for Text Generation".
most recent commit a year ago
Mtdata ⭐ 90
A tool that locates, downloads, and extracts machine translation corpora
total releases 19most recent commit 2 months ago
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