graph-neural-network 开源项目推荐（493 个）

divelab /DIG

A library for graph deep learning research

FighterLYL /GraphNeuralNetwork

《深入浅出图神经网络：GNN原理解析》配套代码

PaddlePaddle /PGL

Paddle图形学习（PGL）是一个基于PaddlePaddle的高效灵活的图形学习框架

benedekrozemberczki /CapsGNN

“胶囊图神经网络”（ICLR 2019）的PyTorch实现。

Jhy1993 /HAN

Heterogeneous Graph Neural Network

IndexFziQ /GNN4NLP-Papers

A list of recent papers about Graph Neural Network methods applied in NLP areas.

rampasek /GraphGPS

Recipe for a General, Powerful, Scalable Graph Transformer

xiangwang1223 /neural_graph_collaborative_filtering

Neural Graph Collaborative Filtering, SIGIR2019

AstraZeneca /chemicalx

基于PyTorch和TorchDrug的深度学习库，用于药物配对评分。（KDD 2022）

SpaceLearner /Awesome-DynamicGraphLearning

Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).

benedekrozemberczki /datasets

A repository of pretty cool datasets that I collected for network science and machine learning research.

Shen-Lab /GraphCL

[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen

jwwthu /GNN-Communication-Networks

This is the repository for the collection of Graph-based Deep Learning for Communication Networks.

joeat1 /GNN_note

图神经网络整理

FanzhenLiu /Awesome-Deep-Community-Detection

Deep and conventional community detection related papers, implementations, datasets, and tools.

RUCAIBox /CRSLab

CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).

lucidrains /egnn-pytorch

Implementation of E(n)-Equivariant Graph Neural Networks, in Pytorch

cynricfu /MAGNN

Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding

Jhy1993 /Representation-Learning-on-Heterogeneous-Graph

Representation-Learning-on-Heterogeneous-Graph

benedekrozemberczki /APPNP

A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).