Impact Analysis of Network Structures

The relevant data and codes of our ISCAS2023 work "Impact of Structure of Network Based Data on Performance of Graph Neural Networks". [Paper]

Requirements

• torch
• torch_geometric
• networkx
• numpy
• sklearn
• scipy

Code description

├─utils.py
├─readme.md
├─model
│  ├─__init__.py
│  ├─h2gcn.py
│  ├─gcn.py
│  ├─gat.py
│  └─fagcn.py
├─main.py

Run the demo

python main.py