liudonglei

cnn-text-classification-pytorch

CNNs for Sentence Classification in PyTorch

HieCoAttenVQA

co-attention

Pytorch implementation of "Dynamic Coattention Networks For Question Answering"

word2vec-GoogleNews-vectors

word2vec Google News model

TCN

Sequence modeling benchmarks and temporal convolutional networks

attention-is-all-you-need-keras

A Keras+TensorFlow Implementation of the Transformer: Attention Is All You Need

GAT

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

pyGAT

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

torch-light

Deep-learning by using Pytorch. Basic nns like Logistic, CNN, RNN, LSTM and some examples are implemented by complex model.

MultiTurnResponseSelection

This repo contains our ACL 2017 paper data and source code

NeuralDater

ACL 2018: Dating Documents using Graph Convolution Networks

OpenNE

An Open-Source Package for Network Embedding (NE)

pygcn

Graph Convolutional Networks in PyTorch

DCNN

ltp

Language Technology Platform

Neural-Dialogue-Generation

DeepInf

DeepInf: Social Influence Prediction with Deep Learning

hnatt

Train and visualize Hierarchical Attention Networks

Deep-Learning-Experiments

Videos, notes and experiments to understand deep learning

questionable-qa

Everything required to get the results presented in the Questionable QA paper.

Neural_Conversation_Models

Tensorflow based Neural Conversation Models

deep-qa

Question and Answering Model with TensorFlow

Neural_Conversation_Models

Tensorflow based Neural Conversation Models

CisRec

Cis Recommender

Deep-Learning-for-Recommendation-Systems

This repository contains Deep Learning based articles , paper and repositories for Recommender Systems

KDD_2012_Track1

A simple solution of 2012 KDD Cup Track 1

attentive-siamese-cnn

Siamese CNN with STN to learn replicate feature maps

PairCNN-Ranking

A tensorflow implementation of Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks

KB-QA

基于知识库的中文问答系统（biLSTM）

aNMM-CIKM16

Implementation of Attention-Based Neural Matching Model Proposed in CIKM16 for Answer Sentence Selection