[Project][Paper][Slides][Tensorflow Code][Pytorch Code] Overview We do extensive experiments to show how different components (#Layers, #Filters, #Nearest Neighbors, Dilation, etc.) effectDeepGCNs. We also provide ablation studies on different type of Deep GCNs (MRGCN, EdgeConv, GraphSage and ...
We provide unified pytorch (or python) version of many graph embedding approaches in this project. Static Graph Embedding Graph Convolutional Network (GCN)[paper][code] Graph Attention Network (GAT)[paper][code] Sample and Aggregate (GraphSAGE)[paper][code] ...