The Top 65 Machine Translation Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

machine-translation x

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210

The Top 65 Machine Translation Open Source Projects

Categories > Machine Learning > Machine Translation

Nlp Progress ⭐ 18,819

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.

Tensor2tensor ⭐ 11,433

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

Deep Learning Drizzle ⭐ 9,390

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

Seq2seq ⭐ 5,414

A general-purpose encoder-decoder framework for Tensorflow

Opennmt Py ⭐ 5,135

Open Source Neural Machine Translation in PyTorch

Espnet ⭐ 3,975

End-to-End Speech Processing Toolkit

Zhihu ⭐ 3,252

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.

NeMo: a toolkit for conversational AI

Opennmt ⭐ 2,334

Open Source Neural Machine Translation in Torch (deprecated)

Lingvo ⭐ 2,265

Spark Nlp ⭐ 2,246

State of the Art Natural Language Processing

Texar ⭐ 2,183

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/

Mtbook ⭐ 2,116

《机器翻译：基础与模型》肖桐朱靖波著 - Machine Translation: Foundations and Models

Mt Reading List ⭐ 2,046

A machine translation reading list maintained by Tsinghua Natural Language Processing Group

Cluedatasetsearch ⭐ 1,869

搜索所有中文NLP数据集，附常用英文NLP数据集

Subword Nmt ⭐ 1,746

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

Chinesenlp ⭐ 1,331

Datasets, SOTA results of every fields of Chinese NLP

Opennmt Tf ⭐ 1,260

Neural machine translation and sequence learning using TensorFlow

Fasttext_multilingual ⭐ 1,089

Multilingual word vectors in 78 languages

Bartycrouch ⭐ 1,080

Localization/I18n: Incrementally update/translate your Strings files from .swift, .h, .m(m), .storyboard or .xib files.

Sockeye ⭐ 1,012

Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet

Turbotransformers ⭐ 935

a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.

Nlg Eval ⭐ 900

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

Nematus ⭐ 749

Open-Source Neural Machine Translation in Tensorflow

Texar Pytorch ⭐ 673

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/

Argos Translate ⭐ 660

Open source neural machine translation in Python. Designed to be used either as a Python library or desktop application. Uses OpenNMT for translations and PyQt for GUI.

Seq2seq ⭐ 584

Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch

An open-source neural machine translation toolkit developed by Tsinghua Natural Language Processing Group

Nmt Keras ⭐ 514

Neural Machine Translation with Keras

Joeynmt ⭐ 463

Minimalist NMT for educational purposes

Neuralmonkey ⭐ 399

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

Nlp Cube ⭐ 372

Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing

Nmt List ⭐ 363

A list of Neural MT implementations

Sacremoses ⭐ 333

Python port of Moses tokenizer, truecaser and normalizer

Bytenet Tensorflow ⭐ 318

ByteNet for character-level language modelling

Transformer ⭐ 317

A Pytorch Implementation of "Attention is All You Need" and "Weighted Transformer Network for Machine Translation"

Modernmt ⭐ 242

Neural Adaptive Machine Translation that adapts to context and learns from corrections.

Attention Mechanisms ⭐ 237

Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.

Hardware Aware Transformers ⭐ 230

[ACL 2020] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing

Bleualign ⭐ 210

Machine-Translation-based sentence alignment tool for parallel text

Bitextor ⭐ 181

Bitextor generates translation memories from multilingual websites

Towards Neural Phrase-based Machine Translation

Openkiwi ⭐ 175

Open-Source Machine Translation Quality Estimation in PyTorch

🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.

Deepl Translator ⭐ 162

This module provides promised methods for translating text using DeepL Translator (https://www.deepl.com/translator) undocumented API.

PHP client for the DeepL.com translation API (unofficial)

Masakhane Mt ⭐ 161

Machine Translation for Africa

Nonautoreggenprogress ⭐ 152

Tracking the progress in non-autoregressive generation (translation, transcription, etc.)

Tokenizer ⭐ 150

Fast and customizable text tokenization library with BPE and SentencePiece support

Code for AAAI2020 paper "Graph Transformer for Graph-to-Sequence Learning"

Pytorch Dual Learning ⭐ 144

Implementation of Dual Learning NMT on PyTorch

Opus Mt ⭐ 140

Open neural machine translation models and web services

Awesome Ai Services ⭐ 134

An overview of the AI-as-a-service landscape

Mt Paper Lists ⭐ 114

MT paper lists (by conference)

En Fr Mlt Tensorflow ⭐ 100

English-French Machine Language Translation in Tensorflow

Niutrans.smt ⭐ 98

NiuTrans.SMT is an open-source statistical machine translation system developed by a joint team from NLP Lab. at Northeastern University and the NiuTrans Team. The NiuTrans system is fully developed in C++ language. So it runs fast and uses less memory. Currently it supports phrase-based, hierarchical phrase-based and syntax-based (string-to-tree, tree-to-string and tree-to-tree) models for research-oriented studies.

Manga Image Translator ⭐ 88

Translate manga/image 一键翻译各类图片内文字 https://touhou.ai/imgtrans/

Transformers_without_tears ⭐ 87

Transformers without Tears: Improving the Normalization of Self-Attention

Udacity Natural Language Processing Nanodegree ⭐ 79

Tutorials and my solutions to the Udacity NLP Nanodegree

A Neural Framework for MT Evaluation

Thot toolkit for statistical machine translation

Machine Translation ⭐ 50

Code for the collection and analysis of the MTNT dataset

Witwicky ⭐ 22

Witwicky: An implementation of Transformer in PyTorch.

String To Tree Nmt ⭐ 17

Source code and data for the paper "Towards String-to-Tree Neural Machine Translation"

1-65 of 65 projects

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210