everglowing

theano-rnn

Recurrent neural networks with theano.

RNN_Experiments

General experiments on Vanilla RNN and LSTM in Theano.

char-rnn

Recurrent Neural Networks(GRU) for character-level language models on Chinese, in Python/Theano

theano-rnn

:mag: Some RNN implementations in Theano

rnn-theano

使用Theano实现的一些RNN代码，包括最基本的RNN，LSTM，以及部分Attention模型，如论文MLSTM等

theano-rnn

Demonstration of recurrent neural network implemented with Theano

attention-nmt

Attention Mechanism in Machine Translation

nmt.hybrid

State-of-the-art Neural Machine Translation Codebase including Hybrid Word-character Models

rnn-encoder-decoder

PyTorch implementation of recurrent neural network encoder-decoder architecture model for statistical machine translation, as detailed in this paper: https://arxiv.org/pdf/1406.1078.pdf

wsmt15

Neural Networks for Machine Translation

Neural-Machine-Translation

NMT

Neural Machine Translation

nmt

Neural Machine Translation

trainingRNNs

GroundHog

Library for implementing RNNs with Theano

tensorflow-shakespeare

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

neuralmt

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

Neural-Networks-for-Machine-Learning-in-Python

Assignments from Geoffrey Hinton's NN course translated into Python

repository

neural-machine-translation

nlm

Train deep neural language models as described in this paper "Deep Neural Language Models for Machine Translation" http://www.aclweb.org/anthology/K/K15/K15-1031.pdf . We don't claim that this is a fast implementation but was sufficient for us to obtain consistent gains in real translation tasks.

NMTS

Neural Machine Translation System

Attention

Attention based neural machine translation

dam_nmt

Double Attention Model for Neural Machine Translation (a damn good model!!)

tsf_nmt

Experiments recreating the Neural Machine Translation experiments with bidirectional encoder and attention modules.

DCNMT

Deep Character-Level Neural Machine Translation

ByteNet

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

subword-nmt

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

nn-from-scratch

Implementing a Neural Network from Scratch

theano-recurrence

Recurrent Neural Networks (RNN, GRU, LSTM) and their Bidirectional versions (BiRNN, BiGRU, BiLSTM) for word & character level language modelling in Theano

my_brnn

Quick and dirty bidirectional RNN layer in Python