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amunmt

Fast Neural Machine Translation in C++

bivec

Train bilingual embeddings as described in our NAACL 2015 workshop paper "Bilingual Word Representations with Monolingual Quality in Mind". Besides, it has all the functionalities of word2vec with added features and code clarity. See README for more info.

blocks

A Theano framework for building and training neural networks

blocks-examples

Examples and scripts using Blocks

blocks-extras

A collection of extensions to the Blocks framework

bytenet

A tensorflow implementation of French-to-English machine translation using DeepMind's ByteNet .

bytenet-tensorflow

ByteNet for character-level language modelling

bytenet_translation

A TensorFlow Implementation of Machine Translation In Neural Machine Translation in Linear Time

dl4mt-tutorial

dynet

DyNet: The Dynamic Neural Network Toolkit

dynet_nmt

A neural machine translation model in DyNet

efmaral

Efficient Markov Chain word alignment

eureka-mangonmt

A C++ toolkit for neural machine translation for CPU

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit

fast_align

Simple, fast unsupervised word aligner

faster-rnnlm

Faster Recurrent Neural Network Language Modeling Toolkit with Noise Contrastive Estimation and Hierarchical Softmax

fuel

A data pipeline framework for machine learning

groundhog

Library for implementing RNNs with Theano

hacking

Source code from Hacking: The Art of Exploitation (Second Edition).

lamtram

lamtram: A toolkit for neural language and translation modeling

language-translation

Neural machine translator for English2German translation.

lv_groundhog

neuralmonkey

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

neuralmt

A Neural Machine Translation framework for training large-scale networks on multiple nodes with multiple GPUs.

nmt

TensorFlow Neural Machine Translation Tutorial

nmt-keras

Neural Machine Translation with Theano+Keras

nmt-list

A list of Neural MT implementations

nmt-tips

A tutorial about neural machine translation including tips on building practical systems

nmt_attention

Neural Machine Translation with Attention (Dynet)

nmtpy

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