codeinging

AdaBound

An optimizer that trains as fast as Adam and as good as SGD.

CycleGAN

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

JAPE

Cross-Lingual Entity Alignment via Joint Attribute-Preserving Embedding, ISWC 2017

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

AliNet

Knowledge Graph Alignment Network with Gated Multi-hop Neighborhood Aggregation, AAAI 2020

Crosslingula-KG-Matching

This is the code for ACL paper "Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network"

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

faiss

A library for efficient similarity search and clustering of dense vectors.

GATNE

Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"

gluon-nlp

NLP made easy

Graph_Transformer_Networks

Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)

HAN

Heterogeneous Graph Neural Network

knowledge_graph_attention_network

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

LiteratureDL4Graph

MSDNet-PyTorch

MSDNet

networkit

NetworKit is a growing open-source toolkit for large-scale network analysis.

ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

OpenHINE

An Open-Source Toolkit for Heterogeneous Information Network Embedding (HINE)

overlapping-community-detection

Implementation of "Overlapping Community Detection with Graph Neural Networks"

P-GNN

Position-aware Graph Neural Networks

paper-of-qinghua

清华大学计算机学科推荐学术会议和期刊列表

PlotNeuralNet

Latex code for making neural networks diagrams

pretrain-gnns

Strategies for Pre-training Graph Neural Networks

ProNE

Source code and dataset for IJCAI 2019 paper "ProNE: Fast and Scalable Network Representation Learning"

pyHGT

Pytorch Code for WWW'20 "Heterogeneous Graph Transformer", which is based on pytorch_geometric

pytorch-doc-zh

PyTorch 中文文档

SIAN

Code and data for ECML-PKDD paper "Social Influence Attentive Neural Network for Friend-Enhanced Recommendation"

USTC-CS-Courses-Resource

:heart:**科学技术大学计算机学院课程资源(https://mbinary.xyz/ustc-cs/)

wechat-miniapp-map

微信小程序实例：调用高德地图api，路线规划/规划详情演示，城市列表首字母排序