├── .gitignore ├── brain_gnn.py ├── brain_gnn_evaluate.py ├── brain_gnn_train.py ├── graph_construct.py ├── graph_construct_test.py ├── graph_transform.py ├── notebooks ├── figs │ ├── edge_noise.pdf │ ├── edge_noise_r.pdf │ ├── edge_noise_small.pdf │ ├── fmri.pdf │ ├── gat_model_selection.pdf │ ├── gcn_model_selection.pdf │ ├── model_selection.pdf │ ├── node_noise.pdf │ ├── node_noise_r.pdf │ └── permutation_test.pdf ├── model_selection.ipynb ├── noise.csv ├── noise1.csv ├── permutations_gat_mse.npy ├── permutations_gat_r.npy ├── permutations_gat_r2.npy ├── permutations_gcn_mse.npy ├── permutations_gcn_r.npy ├── wandb_export_GAT_sweep.csv └── wandb_export_GCN_sweep.csv ├── phenotype.py ├── readme.md ├── requirements.txt ├── ukb_preprocess.py ├── ukb_preprocess_test.py ├── wandb_sweep.yaml └── wandb_train.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kamilest/brain-age-gnn/HEAD/.gitignore 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