论文

https://www.yuque.com/lanyu_/papers
https://www.yuque.com/jayandjean/blog/mbzpko GNNs算法总结+2020,2021论文

https://blog.csdn.net/CSDNTianJi/article/details/109556301别人的文献阅读，作者“学徒刘猛”
https://www.jianshu.com/u/8268fa32e764作者“fry3251”有简要的论文泛读。也有一些复现

详解

https://chhzh123.github.io/_pages/catalog/image.png

https://www.yuque.com/myheros/iegk5l/cnpcy1 PyT消息传递网络
https://www.yuque.com/myheros/iegk5l/ztusioPyT实现GCN

DataWhale-GNN
https://github.com/datawhalechina/team-learning-nlp/tree/master/GNN
https://www.yuque.com/pretender-xkbwx/vxvg55图神经网络与PyTorchgeometric（唐可可） 这是对DataWhale的GNN学习的扩充

cs224W（2019秋）
https://github.com/oxaza/-Note-Machine-Learning-with-Graph
https://www.cnblogs.com/winechocolate/category/1689579.html
https://www.zhihu.com/people/huang-tao-98-25/posts +图学习应用
https://www.zhihu.com/people/yue-84-23

cs224w（2021冬）
https://blog.csdn.net/PolarisRisingWar/article/details/117287320 诸神缄默不语
https://huanghelouzi.blog.csdn.net/?type=blog huanghelouzi
https://www.zhihu.com/people/huang-tao-98-25/posts 慎笃 还有其他的内容，比如应用
https://blog.csdn.net/weixin_43963453?type=blog 知之之 有colab实验的内容
https://blog.csdn.net/oldmao_2001/article/details/120926543

百度飞桨Paddle 七天图神经网络训练营
https://www.heywhale.com/mw/project/60084a087ed5ab0015f2ac09

深蓝学院-图深度学习
https://peng00bo00.github.io/2021/09/11/GNN-NOTES-02.html

代码

https://blog.csdn.net/bqw18744018044/article/details/109962741pytorch实现图注意力网络GAT
https://blog.csdn.net/bqw18744018044/article/details/106530702实现DeepWalk
https://mp.weixin.qq.com/s?__biz=MzUyNzcyNzE0Mg==&mid=2247484792&idx=3&sn=c6b535e7df656a0d4a59bcf61a09d663&chksm=fa7a6a31cd0de327923487c4fa07d9c73a39800bf9c51b1b2583e382534891c28b4cbb47b351&scene=21#wechat_redirect
实战|在PyTorch框架下使用PyG和networkx对Graph进行可视化（只有很简单的例子）
https://github.com/fry325/GCN_GAT_reproduce复现GCN和GAT
https://blog.csdn.net/weixin_39925939/category_11468196.html?spm=1001.2014.3001.5482里面有PyG的代码讲解和实战

推荐系统

https://cloud.tencent.com/developer/user/6034539张小磊的空间

网络network

https://space.bilibili.com/238664541/video集智学园
https://campus.swarma.org/search?value=%E5%9B%BE%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C
集智学园的付费课程

数据集

https://medium.com/@khangphysix1997/interesting-dataset-for-graph-neural-network-7a6fc792786e
Yelp 链接预测 集其子业务、用户的信息，以及用户对业务及其元数据的评论
亚马逊评论数据集
Flickr 数据集
假新闻/假健康数据集
SNAP 数据集 斯坦福的数据集