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Randomized Path Explorer-Graph Neural Networks (RPE-GNN)

Dependencies

  • Pytorch 1.9.0
  • CUDA 11.1
  • Pytorch-Geometric 1.7.2
  • Numpy 1.19.5

Datasets

We used the following four daatsets on both semi-supervised and fully-supervised settings

  • Cora
  • Citeseer
  • Pubmed
  • CoauthorCS

Usage

To reproduce semi-supervised results, go to semi-supervised folder and run the follwoing scripts

chmod +x semi-supervised.sh
./semi-supervised.sh

To reproduce fully-supervised results, go to fully-supervised folder and run the follwoing scripts

chmod +x full-supervised.sh
./full-supervised.sh

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