GCN

Graph Convolution Network

Simple implementation with Pytorch.

gnn/GCN: implementation with nn.Linear

gcn/GCNN: implementation with nn.Parameter

Getting started

git clone https://github.com/jiseongHAN/GCN.git
cd GCN
pip install -r requirements.txt

• Train with cora datset

python cora.py

Result

Reference

Semi-Supervised Classification with Graph Convolutional Networks

Collective Classification in Network Data, AI Magazine 2008