• Pytorch 1.9.0
• CUDA 11.1
• Numpy 1.22.3
• DGL 0.9.1
• OGB 1.3.6

We perform experiments on the following datasets

• PATTERN
• CLUSTER
• MNIST
• CIFAR10
• ogbg-molhiv
• ogbg-ppa
• ogbg-molpcba
• ogbg-code2
• Amazon Computers
• Amazon Photo
• Coauthor CS
• Coauthor Physics

To run the codes for ZINC, PATTERN, and CLUSTER

cd hyper-gt-framework

sh run_sbms.sh
sh run_superpixels.sh

To run the codes for OGB graphs

cd ogb_graphs
sh run_molhiv.sh
sh run_ppa.sh
sh run_molpcba.sh
sh run_code2.sh

To run the deep GNNs models

cd hype-deep-gnn
sh run_all.sh