LeeWooJung / GCN_reproduce

Reproduce GCN in pytorch

Practice for writing GCN code(Pytorch)

• You can see GCN paper(Semi-Supervised Classification with Graph Convolutional Networks) at here:

  • https://arxiv.org/pdf/1609.02907.pdf

• You can see the explanation about GCN model at here:

  • https://tkipf.github.io/graph-convolutional-networks/

• You can see the code of original GCN code at here:

  • https://github.com/tkipf/gcn (tensorflow)
  • https://github.com/tkipf/pygcn (pytorch)

Version control

• python : 3.7.6
• pytorch : 1.4.0
• torchvision : 0.5.0
• numpy : 1.18.1
• networkx : 2.4
• Scipy : 1.4.1
• Scikit-learn : 0.22.1

Model View