# GNN图神经网络

* [返回顶层目录](https://luweikxy.gitbook.io/machine-learning-notes/summary#目录)
* [图神经网络综述](https://luweikxy.gitbook.io/machine-learning-notes/graph-neural-networks/graph-neural-networks-review)
* [图卷积网络](https://luweikxy.gitbook.io/machine-learning-notes/graph-neural-networks/graph-convolutional-networks)
  * [GCN图卷积网络初步理解](https://luweikxy.gitbook.io/machine-learning-notes/broken-reference)
  * [GCN图卷积网络的numpy简单实现](https://luweikxy.gitbook.io/machine-learning-notes/broken-reference)
  * [GCN图卷积网络本质理解](https://luweikxy.gitbook.io/machine-learning-notes/graph-neural-networks/graph-convolutional-networks/gcn-essential-understand)
  * [GCN图卷积网络全面理解](https://luweikxy.gitbook.io/machine-learning-notes/graph-neural-networks/graph-convolutional-networks/gcn-comprehensive-understand)
  * [SEMI-SUPERVISED CLASSIFICATION WITH GRAPH CONVOLUTIONAL NETWORKS ICLR2017](https://luweikxy.gitbook.io/machine-learning-notes/graph-neural-networks/graph-convolutional-networks/semi-supervised-classification-with-graph-convolutional-networks)
  * [Graph Convolutional Neural Networks for Web-Scale Recommender Systems KDD2018](https://luweikxy.gitbook.io/machine-learning-notes/advanced-knowledge/graph-convolutional-network/graph-convolutional-neural-networks-for-web-scale-recommender-systems)
* 图注意力网络