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Semi-supervised Node Classification

Evaluation scripts for various methods on the Cora, CiteSeer and PubMed citation networks. Each experiment is repeated 100 times on either a fixed train/val/test split or on multiple random splits:

  • GCN: python gcn.py
  • GAT: python gat.py
  • Cheby: python cheb.py
  • SGC: python sgc.py
  • ARMA: python arma.py
  • APPNP: python appnp.py

Run the whole test suite via

$ ./run.sh