## Requirements
- python 3.9.12
- pytorch 1.11.0
- pytorch gemetric (pyg) 2.0.4
- tqdm 4.64.0
- networkx 2.8.2
- rdkit 2022.03.2
- ogb 1.3.3
- dgl 0.9.0


## Usages
### counting graph substructures

To reproduce the results of I$^2$GNN on synthetic dataset, run

`bash run_count.sh`

### QM9

To reproduce the results of I$^2$-GNN on QM9, run

`bash run_qm9.sh`

### ZINC
To reproduce the results of I$^2$-GNN on ZINC, run

`bash run_zinc.sh`

### OGBG-MOLHIV
To reproduce the results of I$^2$-GNN on QM9, run

`bash run_hiv.sh`