This is the official repository for "PAGE: Prototype-based model-level explanations for graph neural networks" by Yong-Min Shin, Sun-Woo Kim, Won-Yong Shin. This contains the source code of PAGE. For more details, please check the contents of the paper.
The recommended version specifications for the package versions are as follows:
- Python: 3.8
- Pytorch: 1.11.0
- Pytorch geometric: 2.0.4
- Networkx: 2.5.1
- Numpy: 1.21.2
- Scikit-learn: 1.0.2
- Matplotlib: 3.5.1
The repository also contains a jupyter notebook with an example code that produces model-level explanations for the BA-house dataset.