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The Top 64 Machine Translation Open Source Projects
Categories
>
Machine Learning
>
Machine Translation
Nlp Progress
⭐
18,325
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
⭐
11,179
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
Deep Learning Drizzle
⭐
9,226
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Seq2seq
⭐
5,386
A general-purpose encoder-decoder framework for Tensorflow
Opennmt Py
⭐
4,956
Open Source Neural Machine Translation in PyTorch
Espnet
⭐
3,689
End-to-End Speech Processing Toolkit
Zhihu
⭐
3,183
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
⭐
2,582
NeMo: a toolkit for conversational AI
Opennmt
⭐
2,336
Open Source Neural Machine Translation in Torch (deprecated)
Lingvo
⭐
2,218
Lingvo
Texar
⭐
2,131
Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/
Spark Nlp
⭐
2,067
State of the Art Natural Language Processing
Mt Reading List
⭐
1,978
A machine translation reading list maintained by Tsinghua Natural Language Processing Group
Mtbook
⭐
1,898
《机器翻译:基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models
Subword Nmt
⭐
1,678
Unsupervised Word Segmentation for Neural Machine Translation and Text Generation
Cluedatasetsearch
⭐
1,664
搜索所有中文NLP数据集,附常用英文NLP数据集
Chinesenlp
⭐
1,244
Datasets, SOTA results of every fields of Chinese NLP
Opennmt Tf
⭐
1,232
Neural machine translation and sequence learning using TensorFlow
Fasttext_multilingual
⭐
1,073
Multilingual word vectors in 78 languages
Bartycrouch
⭐
1,039
Localization/I18n: Incrementally update/translate your Strings files from .swift, .h, .m(m), .storyboard or .xib files.
Sockeye
⭐
1,000
Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet
Turbotransformers
⭐
850
a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.
Nlg Eval
⭐
842
Evaluation code for various unsupervised automated metrics for Natural Language Generation.
Nematus
⭐
733
Open-Source Neural Machine Translation in Tensorflow
Texar Pytorch
⭐
650
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/
Seq2seq
⭐
562
Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch
Thumt
⭐
556
An open-source neural machine translation toolkit developed by Tsinghua Natural Language Processing Group
Argos Translate
⭐
507
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.
Nmt Keras
⭐
502
Neural Machine Translation with Keras
Joeynmt
⭐
435
Minimalist NMT for educational purposes
Neuralmonkey
⭐
401
An open-source tool for sequence learning in NLP built on TensorFlow.
Nmt List
⭐
361
A list of Neural MT implementations
Nlp Cube
⭐
358
Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing
Bytenet Tensorflow
⭐
319
ByteNet for character-level language modelling
Sacremoses
⭐
308
Python port of Moses tokenizer, truecaser and normalizer
Transformer
⭐
287
A Pytorch Implementation of "Attention is All You Need" and "Weighted Transformer Network for Machine Translation"
Modernmt
⭐
233
Neural Adaptive Machine Translation that adapts to context and learns from corrections.
Attention Mechanisms
⭐
214
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
⭐
212
[ACL 2020] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing
Bleualign
⭐
203
Machine-Translation-based sentence alignment tool for parallel text
Npmt
⭐
175
Towards Neural Phrase-based Machine Translation
Bitextor
⭐
173
Bitextor generates translation memories from multilingual websites
Openkiwi
⭐
162
Open-Source Machine Translation Quality Estimation in PyTorch
Nspm
⭐
158
🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.
Deeply
⭐
155
PHP client for the DeepL.com translation API (unofficial)
Deepl Translator
⭐
155
This module provides promised methods for translating text using DeepL Translator (https://www.deepl.com/translator) undocumented API.
Masakhane Mt
⭐
146
Machine Translation for Africa
Pytorch Dual Learning
⭐
142
Implementation of Dual Learning NMT on PyTorch
Tokenizer
⭐
136
Fast and customizable text tokenization library with BPE and SentencePiece support
Gtos
⭐
135
Code for AAAI2020 paper "Graph Transformer for Graph-to-Sequence Learning"
Awesome Ai Services
⭐
134
An overview of the AI-as-a-service landscape
Opus Mt
⭐
125
Open neural machine translation models and web services
Nonautoreggenprogress
⭐
124
Tracking the progress in non-autoregressive generation (translation, transcription, etc.)
Mt Paper Lists
⭐
106
MT paper lists (by conference)
En Fr Mlt Tensorflow
⭐
99
English-French Machine Language Translation in Tensorflow
Niutrans.smt
⭐
90
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.
Transformers_without_tears
⭐
85
Transformers without Tears: Improving the Normalization of Self-Attention
Udacity Natural Language Processing Nanodegree
⭐
73
Tutorials and my solutions to the Udacity NLP Nanodegree
Comet
⭐
58
A Neural Framework for MT Evaluation
Thot
⭐
53
Thot toolkit for statistical machine translation
Machine Translation
⭐
50
Mtnt
⭐
48
Code for the collection and analysis of the MTNT dataset
Witwicky
⭐
21
Witwicky: An implementation of Transformer in PyTorch.
String To Tree Nmt
⭐
16
Source code and data for the paper "Towards String-to-Tree Neural Machine Translation"
1-64 of 64 projects
Advertising
📦 10
All Projects
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📦 124
Applications
📦 192
Artificial Intelligence
📦 78
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📦 73
Build Tools
📦 113
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📦 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