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adsh_pytorch

source code for paper "Asymmetric Deep Supervised Hashing" on AAAI-2018

awesome-deep-learning-based-time-series-forecasting

bert-for-task

chinese-text-classification-pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

clustergcn

A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).

deep-mihash

Code for papers "Hashing with Mutual Information" (TPAMI 2019) and "Hashing with Binary Matrix Pursuit" (ECCV 2018)

deep_learning_weather_forecasting

Deep Learning for Weather Forecasting, accepted applied data science of KDD 2019

dihn

source code for paper "Deep Incremental Hashing Network for Efficient Image Retrieval" on CVPR-2019

download

Lantern官方版本下载 蓝灯 翻墙 科学上网 外网 加速器 梯子 路由

dsh_tensorflow

implemement of DEEP SUPERVISED HASHING FOR FAST IMAGE RETRIEVAL_CVPR2016

gc-mc

gce-gnn

The source code for "Global Context Enhanced Graph Neural Network for Session-based Recommendation".

gcmc

PyTorch and PyTorch geometric based implementation of Graph Convolutional Matrix Completion.

graph-bert

Source code of Graph-Bert

graphrec-www19

Graph Neural Networks for Social Recommendation, WWW'19

haarpool

PyTorch Codes for Haar Graph Pooling

hashing-baseline-for-image-retrieval

:octocat:Various hashing methods for image retrieval and serves as the baselines

keras-textclassification

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM

kgcn

A tensorflow implementation of Knowledge Graph Convolutional Networks

models

Models and examples built with TensorFlow

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch_deephash

Pytorch implementation of Deep Learning of Binary Hash Codes for Fast Image Retrieval, CVPRW 2015

recsys2019_deeplearning_evaluation

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches"

rspapers

Must-read papers on Recommender System.

sr-gnn

Source code and datasets for the paper "Session-based Recommendation with Graph Neural Networks" (AAAI-19)