├── .gitignore ├── README.md ├── data └── preprocessing_nodetimeseries.py ├── docs └── install.md ├── models └── MSG3D │ ├── model.py │ ├── msg3d.py │ ├── msgcn.py │ └── mstcn.py ├── requirements.txt ├── tools └── train_node_timeseries.py └── utils ├── activations.py ├── graph_ops.py └── layers.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/metrics-lab/ST-fMRI/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/metrics-lab/ST-fMRI/HEAD/README.md -------------------------------------------------------------------------------- /data/preprocessing_nodetimeseries.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/metrics-lab/ST-fMRI/HEAD/data/preprocessing_nodetimeseries.py -------------------------------------------------------------------------------- /docs/install.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/metrics-lab/ST-fMRI/HEAD/docs/install.md -------------------------------------------------------------------------------- /models/MSG3D/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/metrics-lab/ST-fMRI/HEAD/models/MSG3D/model.py -------------------------------------------------------------------------------- /models/MSG3D/msg3d.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/metrics-lab/ST-fMRI/HEAD/models/MSG3D/msg3d.py -------------------------------------------------------------------------------- /models/MSG3D/msgcn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/metrics-lab/ST-fMRI/HEAD/models/MSG3D/msgcn.py -------------------------------------------------------------------------------- /models/MSG3D/mstcn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/metrics-lab/ST-fMRI/HEAD/models/MSG3D/mstcn.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | PyYAML==5.4.1 2 | scipy==1.6.2 3 | tensorboard==2.5.0 -------------------------------------------------------------------------------- /tools/train_node_timeseries.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/metrics-lab/ST-fMRI/HEAD/tools/train_node_timeseries.py -------------------------------------------------------------------------------- /utils/activations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/metrics-lab/ST-fMRI/HEAD/utils/activations.py -------------------------------------------------------------------------------- /utils/graph_ops.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/metrics-lab/ST-fMRI/HEAD/utils/graph_ops.py -------------------------------------------------------------------------------- /utils/layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/metrics-lab/ST-fMRI/HEAD/utils/layers.py --------------------------------------------------------------------------------