├── ChebyNet-切比雪夫多项式近似图卷积核 └── README.md ├── GAE └── 新建文本文档.txt ├── GAT-注意力机制在图上的应用 ├── README.md ├── aggregator.png ├── attention.png └── gat.png ├── GCN的前世今生 └── README.md ├── GIN-图同构网络 ├── README.md └── WL_test.jpg ├── GNN_algorithms.png ├── GraphSAGE-学习聚合函数 ├── README.md ├── graphsage.jpg ├── pooling_graphsage.png └── tf_gather.jpg ├── README.md ├── SGC-简化GCN ├── README.md └── SGC.png ├── TAGCN-部分还原GCN对卷积核的简化 ├── README.md └── k阶多项式.png └── wangyouze.jpg /ChebyNet-切比雪夫多项式近似图卷积核/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wangyouze/GNN-algorithms/HEAD/ChebyNet-切比雪夫多项式近似图卷积核/README.md -------------------------------------------------------------------------------- /GAE/新建文本文档.txt: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /GAT-注意力机制在图上的应用/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wangyouze/GNN-algorithms/HEAD/GAT-注意力机制在图上的应用/README.md -------------------------------------------------------------------------------- /GAT-注意力机制在图上的应用/aggregator.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wangyouze/GNN-algorithms/HEAD/GAT-注意力机制在图上的应用/aggregator.png -------------------------------------------------------------------------------- /GAT-注意力机制在图上的应用/attention.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wangyouze/GNN-algorithms/HEAD/GAT-注意力机制在图上的应用/attention.png -------------------------------------------------------------------------------- /GAT-注意力机制在图上的应用/gat.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wangyouze/GNN-algorithms/HEAD/GAT-注意力机制在图上的应用/gat.png -------------------------------------------------------------------------------- /GCN的前世今生/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wangyouze/GNN-algorithms/HEAD/GCN的前世今生/README.md -------------------------------------------------------------------------------- /GIN-图同构网络/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wangyouze/GNN-algorithms/HEAD/GIN-图同构网络/README.md -------------------------------------------------------------------------------- /GIN-图同构网络/WL_test.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wangyouze/GNN-algorithms/HEAD/GIN-图同构网络/WL_test.jpg -------------------------------------------------------------------------------- /GNN_algorithms.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wangyouze/GNN-algorithms/HEAD/GNN_algorithms.png -------------------------------------------------------------------------------- /GraphSAGE-学习聚合函数/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wangyouze/GNN-algorithms/HEAD/GraphSAGE-学习聚合函数/README.md -------------------------------------------------------------------------------- /GraphSAGE-学习聚合函数/graphsage.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wangyouze/GNN-algorithms/HEAD/GraphSAGE-学习聚合函数/graphsage.jpg -------------------------------------------------------------------------------- /GraphSAGE-学习聚合函数/pooling_graphsage.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wangyouze/GNN-algorithms/HEAD/GraphSAGE-学习聚合函数/pooling_graphsage.png -------------------------------------------------------------------------------- /GraphSAGE-学习聚合函数/tf_gather.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wangyouze/GNN-algorithms/HEAD/GraphSAGE-学习聚合函数/tf_gather.jpg -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wangyouze/GNN-algorithms/HEAD/README.md -------------------------------------------------------------------------------- /SGC-简化GCN/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wangyouze/GNN-algorithms/HEAD/SGC-简化GCN/README.md -------------------------------------------------------------------------------- /SGC-简化GCN/SGC.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wangyouze/GNN-algorithms/HEAD/SGC-简化GCN/SGC.png -------------------------------------------------------------------------------- /TAGCN-部分还原GCN对卷积核的简化/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wangyouze/GNN-algorithms/HEAD/TAGCN-部分还原GCN对卷积核的简化/README.md -------------------------------------------------------------------------------- /TAGCN-部分还原GCN对卷积核的简化/k阶多项式.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wangyouze/GNN-algorithms/HEAD/TAGCN-部分还原GCN对卷积核的简化/k阶多项式.png -------------------------------------------------------------------------------- /wangyouze.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wangyouze/GNN-algorithms/HEAD/wangyouze.jpg --------------------------------------------------------------------------------