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34 search results found

Seq2seq ⭐ 5,300

A general-purpose encoder-decoder framework for Tensorflow

Turbotransformers ⭐ 1,322

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

Bytenet Tensorflow ⭐ 316

ByteNet for character-level language modelling

Marian Dev ⭐ 241

Fast Neural Machine Translation in C++ - development repository

Seq2seqsharp ⭐ 188

Seq2SeqSharp is a tensor based fast & flexible deep neural network framework written by .NET (C#). It has many highlighted features, such as automatic differentiation, different network types (Transformer, LSTM, BiLSTM and so on), multi-GPUs supported, cross-platforms (Windows, Linux, x86, x64, ARM), multimodal model for text and images and so on.

Decoder, aligner, and model optimizer for statistical machine translation and other structured prediction models based on (mostly) context-free formalisms

Dl4mt Cdec ⭐ 172

Niutrans.smt ⭐ 133

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.

En Fr Mlt Tensorflow ⭐ 97

English-French Machine Language Translation in Tensorflow

Njunmt Tf ⭐ 90

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

Torch Seq2seq Attention ⭐ 80

Torch implementation of seq2seq machine translation with GRU RNN and attention

Attention Visualization ⭐ 44

Visualization for simple attention and Google's multi-head attention.

Rnn Encoder Decoder Pytorch ⭐ 34

RNN Encoder-Decoder in PyTorch

Syntax Awared Nmt ⭐ 32

Improved Neural Machine Translation with a Syntax-Aware Encoder and Decoder

Seq2Seq Chatbot with attention mechanism

Ip Cache Hit Base Seq2seqlstm Keras ⭐ 19

Chunk Nmt ⭐ 17

Chunk-based neural machine translation

Machine_translation ⭐ 17

Machine translation using deep learning with lstm,cnn,attention,beam search and so on.

Nmt_tutorial ⭐ 13

A tutorial on Neural Machine Translation using the Encoder Decoder architecture with attention.

Deep Nmt Architectures ⭐ 13

Training scripts for paper Miceli Barone et al. 2017 "Deep Architectures for Neural Machine Translation"

Kopitiam ⭐ 11

How to Order Coffee in Singapore?

An RNN based encoder-decoder model for Machine Translation

Neural_machine_translation ⭐ 9

Machine translation with Tensorflow using a Bidirectional LSTM encoder-decoder network with attention implemented from scratch

Neural Machine Translation Using Keras ⭐ 9

This is the sequential Encoder-Decoder implementation of Neural Machine Translation using Keras

Chinese-English Neural machine translation with Encoder-Decoder seq2seq model : Bidirection-GRU + Fasttext word embedding + Attention + K-Beam search + BLEU score

Translate_machine_translation ⭐ 8

Vietnamese and Chinese to English

Binarizednmt ⭐ 7

Exploring ways to reduce Neural Machine Translation Memory and Computation through binarized networks

Seq2seq_translate_slackbot ⭐ 7

Nlp Machine Translation ⭐ 6

CSCI 544 NLP Research Project - Machine Translation

English_to_mongolian_machine_translation ⭐ 6

Implementation of seq2seq model for English to Mongolian translation

Neural Machine Translation ⭐ 6

State of the art of Neural Machine Translation with PyTorch and TorchText.

Bytenet Pf ⭐ 5

based on paarthneekhara/byteNet-tensorflow

Manns4nmt ⭐ 5

A series of models applying memory augmented neural networks to machine translation

Multitask Ft Fsmt ⭐ 5

Multi-Task Neural Models for Translating Between Styles Within and Across Languages

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