gcn topic
jax-gcn
Graph Convolutional Networks in JAX
Extended-SimGNN
A PyTorch Geometric implementation of SimGNN with some extensions.
ppnp
PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)
APPNP
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
ClusterGCN
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
datasets
A repository of pretty cool datasets that I collected for network science and machine learning research.
EdMot
An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)
GAM
A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).
GraphWaveletNeuralNetwork
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
awesome-gcn
resources for graph convolutional networks （图卷积神经网络相关资源）