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bipnmt

Code for our paper "A Reinforcement Learning Approach to Interactive-Predictive Neural Machine Translation"

blocks

A Theano framework for building and training neural networks

blocks-examples

Examples and scripts using Blocks

ccf2016_sougou

ccf2016 sougou final winner solution

ccf_human_or_robot

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

conv_seq2seq

A tensorflow implementation of Fairseq Convolutional Sequence to Sequence Learning(Gehring et al. 2017)

deepnlp

Deep Learning NLP Pipeline implemented on Tensorflow

demo

dgk_lost_conv

dgk_lost_conv 中文对白语料 chinese conversation corpus

dialog_corpus

用于训练中英文对话系统的语料库 Datasets for Training Chatbot System

groundhog

Library for implementing RNNs with Theano

hierarchical-attention-networks

Document classification with Hierarchical Attention Networks in TensorFlow

lstm_example

lstm_learn

a implement of LSTM using Keras for time series prediction regression problem

models

Models built with TensorFlow

mta-lstm

The code and data of <Topic-to-Essay Generation with Neural Networks>

nematus

Open-Source Neural Machine Translation in Theano

nmt

TensorFlow Neural Machine Translation Tutorial

seq2seq

A general-purpose encoder-decoder framework for Tensorflow

seqgan

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

seqgan-1

A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)

source-predeict

source-predict

subword-nmt

Subword Neural Machine Translation

tadam

tensor2tensor

A library for generalized sequence to sequence models

text-classification-cnn-rnn

CNN-RNN中文文本分类，基于tensorflow

text2image

Generating Images from Captions with Attention