> For the complete documentation index, see [llms.txt](https://luweikxy.gitbook.io/machine-learning-notes/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://luweikxy.gitbook.io/machine-learning-notes/graph-neural-networks.md).

# GNN图神经网络

* [返回顶层目录](https://luweikxy.gitbook.io/machine-learning-notes/pages/-LpO5vE88qYwjk5WM_Qf#目录)
* [图神经网络综述](/machine-learning-notes/graph-neural-networks/graph-neural-networks-review.md)
* [图卷积网络](/machine-learning-notes/graph-neural-networks/graph-convolutional-networks.md)
  * [GCN图卷积网络初步理解](broken://pages/-LpO5vHFI1dTGcyZJtVa)
  * [GCN图卷积网络的numpy简单实现](broken://pages/-LpO5vHGnsIKDlOxlmmQ)
  * [GCN图卷积网络本质理解](/machine-learning-notes/graph-neural-networks/graph-convolutional-networks/gcn-essential-understand.md)
  * [GCN图卷积网络全面理解](/machine-learning-notes/graph-neural-networks/graph-convolutional-networks/gcn-comprehensive-understand.md)
  * [SEMI-SUPERVISED CLASSIFICATION WITH GRAPH CONVOLUTIONAL NETWORKS ICLR2017](/machine-learning-notes/graph-neural-networks/graph-convolutional-networks/semi-supervised-classification-with-graph-convolutional-networks.md)
  * [Graph Convolutional Neural Networks for Web-Scale Recommender Systems KDD2018](/machine-learning-notes/advanced-knowledge/graph-convolutional-network/graph-convolutional-neural-networks-for-web-scale-recommender-systems.md)
* 图注意力网络