├── BrainIB_V1 ├── data │ └── create_data.py ├── graphCNNb.py ├── main.py ├── mlp.py ├── pre_subgraph.py └── utilis.py ├── BrainIB_V2 ├── README.md ├── SGSIB │ ├── GNN.py │ ├── sub_graph_generator.py │ └── utils.py ├── SGSIB_main.py ├── Supplementary Material for SGGIB.pdf ├── TOWARDS A MORE STABLE AND GENERAL SUBGRAPH INFORMATION BOTTLENECK.pdf └── data │ └── create_dataset.py ├── README.md ├── framework.png ├── interpretability.png ├── overall.png └── stable_training.png /BrainIB_V1/data/create_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SJYuCNEL/brain-and-Information-Bottleneck/HEAD/BrainIB_V1/data/create_data.py -------------------------------------------------------------------------------- /BrainIB_V1/graphCNNb.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SJYuCNEL/brain-and-Information-Bottleneck/HEAD/BrainIB_V1/graphCNNb.py 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