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The Top 48 Neural Machine Translation Open Source Projects

Categories > Machine Learning > Neural Machine Translation
Sentencepiece ⭐ 4,960
Unsupervised text tokenizer for Neural Network-based text generation.
Opennmt Py ⭐ 4,948
Open Source Neural Machine Translation in PyTorch
Pytorch Seq2seq ⭐ 2,780
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Opennmt ⭐ 2,336
Open Source Neural Machine Translation in Torch (deprecated)
Mtbook ⭐ 1,896
《机器翻译：基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models
Subword Nmt ⭐ 1,675
Unsupervised Word Segmentation for Neural Machine Translation and Text Generation
Nlp Models Tensorflow ⭐ 1,500
Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0
Pytorchnlpbook ⭐ 1,417
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info
Openseq2seq ⭐ 1,388
Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP
Opennmt Tf ⭐ 1,232
Neural machine translation and sequence learning using TensorFlow
Nlp Tutorial ⭐ 1,201
A list of NLP(Natural Language Processing) tutorials
Nlp Library ⭐ 1,029
curated collection of papers for the nlp practitioner 📖👩‍🔬
Sockeye ⭐ 996
Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet
Marian ⭐ 787
Fast Neural Machine Translation in C++
Tensorflow Tutorial ⭐ 748
TensorFlow and Deep Learning Tutorials
Nematus ⭐ 733
Open-Source Neural Machine Translation in Tensorflow
Thumt ⭐ 556
An open-source neural machine translation toolkit developed by Tsinghua Natural Language Processing Group
Seq2seq.pytorch ⭐ 518
Sequence-to-Sequence learning using PyTorch
Nmt Keras ⭐ 502
Neural Machine Translation with Keras
Joeynmt ⭐ 430
Minimalist NMT for educational purposes
Neuralmonkey ⭐ 401
An open-source tool for sequence learning in NLP built on TensorFlow.
Nmtpytorch ⭐ 392
Sequence-to-Sequence Framework in PyTorch
Tf Seq2seq ⭐ 389
Sequence to sequence learning using TensorFlow.
Nmt List ⭐ 361
A list of Neural MT implementations
Good Papers ⭐ 248
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
Tensorflow Shakespeare ⭐ 245
Neural machine translation between the writings of Shakespeare and modern English using TensorFlow
Modernmt ⭐ 233
Neural Adaptive Machine Translation that adapts to context and learns from corrections.
Coursera Deep Learning Specialization ⭐ 228
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
Npmt ⭐ 175
Towards Neural Phrase-based Machine Translation
Bitextor ⭐ 169
Bitextor generates translation memories from multilingual websites
Document Transformer ⭐ 161
Improving the Transformer translation model with document-level context
Nspm ⭐ 158
🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.
Ctranslate2 ⭐ 146
Fast inference engine for OpenNMT models
Code Docstring Corpus ⭐ 138
Preprocessed Python functions and docstrings for automated code documentation (code2doc) and automated code generation (doc2code) tasks.
Marian Dev ⭐ 137
Fast Neural Machine Translation in C++ - development repository
Nmtpy ⭐ 127
nmtpy is a Python framework based on dl4mt-tutorial to experiment with Neural Machine Translation pipelines.
Opus Mt ⭐ 123
Open neural machine translation models and web services
Mt Paper Lists ⭐ 105
MT paper lists (by conference)
Pytorch_nmt ⭐ 100
A neural machine translation model in PyTorch
Njunmt Tf ⭐ 97
An open-source neural machine translation system developed by Natural Language Processing Group, Nanjing University.
Language Translation ⭐ 82
Neural machine translator for English2German translation.
Njunmt Pytorch ⭐ 82
Lang Reps ⭐ 74
Code accompanying our EMNLP paper Learning Language Representations for Typology Prediction
Xmunmt ⭐ 69
An implementation of RNNsearch using TensorFlow
Na Nmt ⭐ 61
Non-autoregressive Neural Machine Translation (not a full version)
Transformer Dynet ⭐ 57
An Implementation of Transformer (Attention Is All You Need) in DyNet
Rnn Nmt ⭐ 45
基于双向RNN，Attention机制的编解码神经机器翻译模型
Nmt ⭐ 13
Neural Machine Translation with RNN/ConvS2S/Transoformer
1-48 of 48 projects
Advertising 📦 10
All Projects
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
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
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