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The Top 229 Neural Machine Translation Open Source Projects on Github
Categories
>
Machine Learning
>
Neural Machine Translation
Sentencepiece
⭐
5,592
Unsupervised text tokenizer for Neural Network-based text generation.
Opennmt Py
⭐
5,419
Open Source Neural Machine Translation in PyTorch
Pytorch Seq2seq
⭐
2,634
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Opennmt
⭐
2,334
Open Source Neural Machine Translation in Torch (deprecated)
Mtbook
⭐
2,276
《机器翻译：基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models
Subword Nmt
⭐
1,812
Unsupervised Word Segmentation for Neural Machine Translation and Text Generation
Openseq2seq
⭐
1,393
Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP
Nlp Models Tensorflow
⭐
1,329
Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0
Opennmt Tf
⭐
1,288
Neural machine translation and sequence learning using TensorFlow
Sockeye
⭐
1,044
Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch
Pytorchnlpbook
⭐
1,043
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info
Nlp Library
⭐
955
curated collection of papers for the nlp practitioner 📖👩🔬
Nlp Tutorial
⭐
836
A list of NLP(Natural Language Processing) tutorials
Marian
⭐
822
Fast Neural Machine Translation in C++
Nematus
⭐
755
Open-Source Neural Machine Translation in Tensorflow
Tensorflow Tutorial
⭐
751
TensorFlow and Deep Learning Tutorials
Coursera Deep Learning Specialization
⭐
652
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
Thumt
⭐
561
An open-source neural machine translation toolkit developed by Tsinghua Natural Language Processing Group
Joeynmt
⭐
518
Minimalist NMT for educational purposes
Nmt Keras
⭐
514
Neural Machine Translation with Keras
Seq2seq.pytorch
⭐
495
Sequence-to-Sequence learning using PyTorch
Attn2d
⭐
475
Pervasive Attention: 2D Convolutional Networks for Sequence-to-Sequence Prediction
Nmtpytorch
⭐
395
Sequence-to-Sequence Framework in PyTorch
Tf Seq2seq
⭐
388
Sequence to sequence learning using TensorFlow.
Neuralmonkey
⭐
385
An open-source tool for sequence learning in NLP built on TensorFlow.
Nmt List
⭐
350
A list of Neural MT implementations
Modernmt
⭐
256
Neural Adaptive Machine Translation that adapts to context and learns from corrections.
Tensorflow Shakespeare
⭐
244
Neural machine translation between the writings of Shakespeare and modern English using TensorFlow
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
Ctranslate2
⭐
229
Fast inference engine for Transformer models
Bitextor
⭐
199
Bitextor generates translation memories from multilingual websites
Npmt
⭐
174
Towards Neural Phrase-based Machine Translation
Opus Mt
⭐
166
Open neural machine translation models and web services
Nspm
⭐
165
🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.
Marian Dev
⭐
156
Fast Neural Machine Translation in C++ - development repository
Document Transformer
⭐
151
Improving the Transformer translation model with document-level context
Nmtpy
⭐
128
nmtpy is a Python framework based on dl4mt-tutorial to experiment with Neural Machine Translation pipelines.
Code Docstring Corpus
⭐
118
Preprocessed Python functions and docstrings for automated code documentation (code2doc) and automated code generation (doc2code) tasks.
Mt Paper Lists
⭐
99
MT paper lists (by conference)
Niutrans.nmt
⭐
94
A Fast Neural Machine Translation System. It is developed in C++ and resorts to NiuTensor for fast tensor APIs.
Njunmt Tf
⭐
90
An open-source neural machine translation system developed by Natural Language Processing Group, Nanjing University.
Pytorch_nmt
⭐
86
A neural machine translation model in PyTorch
Zero
⭐
84
Zero -- A neural machine translation system
Docker
⭐
83
My Docker scripts and Dockerfile for several frameworks.
Language Translation
⭐
79
Neural machine translator for English2German translation.
Ctranslate
⭐
76
Lightweight C++ translator for OpenNMT Torch models (deprecated)
Lang Reps
⭐
75
Code accompanying our EMNLP paper Learning Language Representations for Typology Prediction
Dcnmt
⭐
70
Deep Character-Level Neural Machine Translation
Njunmt Pytorch
⭐
69
Xmunmt
⭐
69
An implementation of RNNsearch using TensorFlow
Softalignments
⭐
65
Neural macine translation soft alignment visualisations for web and command line
Banglanmt
⭐
64
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.
Na Nmt
⭐
62
Non-autoregressive Neural Machine Translation (not a full version)
Bytenet_translation
⭐
61
A TensorFlow Implementation of Machine Translation In Neural Machine Translation in Linear Time
Transformer
⭐
59
Neutron: A pytorch based implementation of Transformer and its variants.
Transformer Slt
⭐
58
Sign Language Translation with Transformers (COLING'2020, ECCV'20 SLRTP Workshop)
Chinesenmt
⭐
53
ChineseNMT: Translate English to Chinese with PyTorch Implementation of Transformer
Transformer
⭐
51
Neutron: A pytorch based implementation of Transformer and its variants.
Transformer Dynet
⭐
48
An Implementation of Transformer (Attention Is All You Need) in DyNet
Pytorch_basic_nmt
⭐
48
A simple yet strong implementation of neural machine translation in pytorch
Asamiasami
⭐
45
State-Of-The-Art & ready to use mini NLP models for Indian Languages
Sgnmt
⭐
44
Decoding platform for machine translation research
Attention Visualization
⭐
44
Visualization for simple attention and Google's multi-head attention.
Dcgcn
⭐
43
Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning (authors' MXNet implementation for the TACL19 paper)
Quasi Rnn
⭐
42
A PyTorch Implementation of "Quasi-Recurrent Neural Networks"
Attention_is_all_you_need
⭐
41
Rnn Nmt
⭐
37
基于双向RNN，Attention机制的编解码神经机器翻译模型
Rnnsearch
⭐
37
An implementation of attention-based neural machine translation using Pytorch
Multilingual_nmt
⭐
36
Experiments on Multilingual NMT
Nmt Wizard Docker
⭐
35
Dockerized NMT frameworks for nmt-wizard
Nmt Attention Tf2
⭐
33
👫 Effective Approaches to Attention-based Neural Machine Translation implemented as Tensorflow 2.0
Parallel Corpora Tools
⭐
32
Tools for filtering and cleaning parallel and monolingual corpora for machine translation and other natural language processing tasks.
Uvr Nmt
⭐
32
Neural Machine Translation with universal Visual Representation (ICLR 2020)
Minimal Nmt
⭐
31
A minimal nmt example to serve as an seq2seq+attention reference.
Bergamot Translator
⭐
30
Nmt En Vi
⭐
29
Neural Machine Translation system for English to Vietnamese (IWSLT'15 English-Vietnamese data)
Dynet Att
⭐
27
An attentional NMT model in Dynet
Mat
⭐
27
The implementation of multi-branch attentive Transformer (MAT).
Yats2s
⭐
25
Pytorch_neural_machine_translation_attention
⭐
24
Neural Machine Translation with Attention (PyTorch)
Lm Prior For Nmt
⭐
23
This repository contains source code for the paper "Language Model Prior for Low-Resource Neural Machine Translation"
Indian_parallelcorpus
⭐
20
Curated list of publicly available parallel corpus for Indian Languages
Neural Machine Translation
⭐
19
Several basic neural machine translation models implemented by PyTorch & TensorFlow
Dataaugmentationnmt
⭐
19
Data Augmentation for Neural Machine Translation
Tensorflow Seq2seq
⭐
19
Implement en-fr translation task by implenting seq2seq, encoder-decoder in RNN layers with Attention mechanism and Beamsearch inference decoder in TensorFlow 1.3
Sentencepiece Jni
⭐
18
Java JNI wrapper for SentencePiece: unsupervised text tokenizer for Neural Network-based text generation.
Data Rejuvenation
⭐
18
Implementation of our paper "Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation" in EMNLP-2020.
2018 Dlsl
⭐
18
UPC Deep Learning for Speech and Language 2018
Word Level Eng Mar Nmt
⭐
18
Translating English sentences to Marathi using Neural Machine Translation
Vat_nmt
⭐
18
Implementation of "Effective Adversarial Regularization for Neural Machine Translation", ACL 2019
Dynmt Py
⭐
16
Neural machine translation implementation using dynet's python bindings
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.
Awesome Machine Translation
⭐
15
A list of awesome Machine Translation frameworks, libraries, software and papers
Uncsamp
⭐
15
Implementation of our paper "Self-training Sampling with Monolingual Data Uncertainty for Neural Machine Translation" to appear in ACL-2021.
Nmt
⭐
13
Neural Machine Translation with RNN/ConvS2S/Transoformer
Abd Nmt
⭐
13
Asynchronous Bidirectional Decoding for Neural Machine Translation
Nmt With Attention Mechanism
⭐
13
In this project I implement Neural Machine Translation using Attention mechanism. The code is written using the TensorFlow library in Python. I have used TensorFlow functionalities like tf.data.Dataset to manage the input pipeline, Eager Execution and Model sub classing to create the model architecture.
Translation Model
⭐
12
French-English translator using word embeddings, bi-directional encoder, and decoder with attention
Contrapro
⭐
12
Contrastive evaluation of pronoun translation in neural machine translation
Mt Preparation
⭐
12
Machine Translation (MT) Preparation Scripts
1-100 of 229 projects
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📦 48
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📦 81
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📦 60
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📦 60
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📦 74
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📦 39
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📦 167
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📦 197
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📦 77
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📦 266
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📦 132
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📦 60
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📦 198
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📦 122
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📦 103
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📦 148
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📦 47
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📦 147
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📦 28
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📦 119
Lists Of Projects
📦 21
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📦 336
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📦 61
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📦 15
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📦 55
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📦 97
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📦 304
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📦 84
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📦 120
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📦 52
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📦 229
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📦 96
Science
📦 42
Security
📦 375
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📦 26
Software Architecture
📦 70
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📦 68
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📦 57
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📦 127
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📦 45
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📦 131
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📦 310
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📦 465
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📦 29
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📦 68
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📦 38
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📦 25
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📦 194
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