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Top 73 neural-machine-translation open source projects

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

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

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deep-learning machine-learning computer-vision neural-network natural-language-processing representation-learning semi-supervised-learning convolutional-networks neural-machine-translation gaussian-processes variational-inference

Tensorflow Shakespeare

Neural machine translation between the writings of Shakespeare and modern English using TensorFlow

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python tensorflow seq2seq neural-machine-translation

Modernmt

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

✭ 231

java machine-learning neural-network translation machine-translation neural-machine-translation neural

Opennmt

Open Source Neural Machine Translation in Torch (deprecated)

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lua forth python deep-learning torch machine-translation neural-machine-translation opennmt

Coursera Deep Learning Specialization

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

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jupyter-notebook deep-learning neural-network convolutional-neural-networks neural-networks recurrent-neural-networks coursera hyperparameter-optimization neural-machine-translation hyperparameter-tuning andrew-ng

Npmt

Towards Neural Phrase-based Machine Translation

✭ 175

lua torch machine-translation neural-machine-translation sequence-to-sequence

Document Transformer

Improving the Transformer translation model with document-level context

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python neural-machine-translation

Mtbook

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

✭ 2,307

TeX deep-learning machine-learning tex natural-language-processing machine-translation neural-machine-translation statistical-machine-translation

Nspm

🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.

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python deep-learning lstm knowledge-graph seq2seq question-answering rdf machine-translation neural-machine-translation sparql linked-data

Ctranslate2

Fast inference engine for OpenNMT models

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cpp deep-neural-networks cuda parallel-computing quantization neural-machine-translation avx2 openmp avx cudnn

Code Docstring Corpus

Preprocessed Python functions and docstrings for automated code documentation (code2doc) and automated code generation (doc2code) tasks.

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python code-generation corpus neural-machine-translation documentation-generator

Marian Dev

Fast Neural Machine Translation in C++ - development repository

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cpp11 cuda fast neural-machine-translation gpu-acceleration

Subword Nmt

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

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python segmentation machine-translation neural-machine-translation nmt subword-units bpe

Nmtpy

nmtpy is a Python framework based on dl4mt-tutorial to experiment with Neural Machine Translation pipelines.

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python deep-learning theano neural-machine-translation nmt

Nlp Models Tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

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Jupyter Notebook python deep-learning machine-learning nlp chatbot lstm embedded attention speech-to-text neural-machine-translation summarization pos-tagging language-detection optical-character-recognition lstm-seq2seq-tf dnc-seq2seq luong-api

Opus Mt

Open neural machine translation models and web services

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python machine-learning natural-language-processing machine-translation neural-machine-translation

Mt Paper Lists

MT paper lists (by conference)

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machine-translation neural-machine-translation

Pytorchnlpbook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

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jupyter-notebook deep-learning pytorch nlp natural-language-processing deep-neural-networks neural-networks pytorch-tutorial neural-machine-translation

Openseq2seq

Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP

✭ 1,378

python deep-learning tensorflow speech-recognition seq2seq language-model text-to-speech speech-to-text speech-synthesis neural-machine-translation sequence-to-sequence

Pytorch nmt

A neural machine translation model in PyTorch

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python deep-learning machine-learning pytorch neural-machine-translation

Njunmt Tf

An open-source neural machine translation system developed by Natural Language Processing Group, Nanjing University.

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python tensorflow translation transformer attention neural-machine-translation nmt

Language Translation

Neural machine translator for English2German translation.

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jupyter-notebook deep-learning machine-learning tensorflow lstm recurrent-neural-networks neural-machine-translation sequence-to-sequence

Njunmt Pytorch

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python pytorch neural-machine-translation nmt attention-is-all-you-need

Opennmt Tf

Neural machine translation and sequence learning using TensorFlow

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python deep-learning tensorflow natural-language-processing machine-translation neural-machine-translation

Lang Reps

Code accompanying our EMNLP paper Learning Language Representations for Typology Prediction

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python neural-machine-translation multilingual

Nlp Tutorial

A list of NLP(Natural Language Processing) tutorials

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jupyter-notebook nlp natural-language-processing text-classification neural-machine-translation sentiment-classification

Xmunmt

An implementation of RNNsearch using TensorFlow

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python deep-learning tensorflow seq2seq neural-machine-translation sequence-to-sequence nmt

Na Nmt

Non-autoregressive Neural Machine Translation (not a full version)

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python neural-machine-translation

Transformer Dynet

An Implementation of Transformer (Attention Is All You Need) in DyNet

✭ 57

cpp transformer neural-machine-translation

Rnn Nmt

基于双向RNN，Attention机制的编解码神经机器翻译模型

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python tensorflow rnn neural-machine-translation nmt

Nlp Library

curated collection of papers for the nlp practitioner 📖👩‍🔬

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deep-learning machine-learning nlp neural-network language-model neural-machine-translation dialogue

Sockeye

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

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python deep-learning machine-learning deep-neural-networks translation transformer attention-mechanism mxnet seq2seq machine-translation neural-machine-translation encoder-decoder sequence-to-sequence attention-model gluon attention-is-all-you-need

Nmt

Neural Machine Translation with RNN/ConvS2S/Transoformer

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python pytorch neural-machine-translation

Marian

Fast Neural Machine Translation in C++

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gpu cuda fast neural-machine-translation

Tensorflow Tutorial

TensorFlow and Deep Learning Tutorials

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deep-learning machine-learning tensorflow nlp keras neural-network reinforcement-learning convolutional-neural-networks neural-networks cnn deep-reinforcement-learning recurrent-neural-networks notebook tensorflow-tutorials autoencoder deep-learning-tutorial neural-machine-translation tensorlayer

Nematus

Open-Source Neural Machine Translation in Tensorflow

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python machine-translation neural-machine-translation sequence-to-sequence nmt

Thumt

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

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python deep-learning machine-translation neural-machine-translation

Sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

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C++Jupyter Notebook python SWIG CMake perl natural-language-processing neural-machine-translation word-segmentation

Opennmt Py

Open Source Neural Machine Translation in PyTorch

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python shell perl deep-learning pytorch machine-translation neural-machine-translation

Seq2seq.pytorch

Sequence-to-Sequence learning using PyTorch

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python deep-learning seq2seq neural-machine-translation

Nmt Keras

Neural Machine Translation with Keras

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python deep-learning machine-learning tensorflow keras transformer attention-mechanism theano machine-translation neural-machine-translation sequence-to-sequence attention-model gru nmt attention-is-all-you-need

Joeynmt

Minimalist NMT for educational purposes

✭ 420

python education transformer seq2seq machine-translation neural-machine-translation nmt

Neuralmonkey

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

✭ 400

python deep-learning tensorflow nlp neural-networks gpu machine-translation neural-machine-translation image-captioning encoder-decoder sequence-to-sequence nmt

Nmtpytorch

Sequence-to-Sequence Framework in PyTorch

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jupyter-notebook deep-learning pytorch cnn speech-recognition seq2seq asr neural-machine-translation nmt

Tf Seq2seq

Sequence to sequence learning using TensorFlow.

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python deep-learning machine-learning tensorflow nlp neural-network natural-language-processing seq2seq natural-language-understanding neural-machine-translation encoder-decoder sequence-to-sequence nmt beam-search

Nmt List

A list of Neural MT implementations

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deep-learning machine-translation neural-machine-translation sequence-to-sequence nmt

Indian ParallelCorpus

Curated list of publicly available parallel corpus for Indian Languages

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nlp corpus neural-machine-translation parallel-corpus indian-languages parallel-corpora low-resource-languages multilingual-translation machinetranslation low-resource-machine-translation

banglanmt

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.

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