├── Figs ├── accs_F-GCN.png ├── cm_F-GCN.png ├── comparative_study.png └── losses_F-GCN.png ├── README.md ├── Report ├── Deep_Learning_Final_Report - rok223, qh503.pdf └── Test.txt └── code ├── SVM.ipynb ├── TD-GCN ├── Final Code │ ├── CSV Files │ │ ├── All Electrodes │ │ │ ├── Absolute_Pearson_matrix.csv │ │ │ ├── Absolute_Spearman_matrix.csv │ │ │ ├── Absolute_Spearman_matrix.png │ │ │ ├── Adjacency_Matrix.csv │ │ │ ├── Adjacency_matrix.png │ │ │ ├── CombinedMats.jpg │ │ │ ├── Degree Matrix.png │ │ │ ├── Degree_Matrix.csv │ │ │ ├── Laplacian Matrix.png │ │ │ ├── Laplacian_Matrix.csv │ │ │ ├── Pearson_matrix.csv │ │ │ ├── Results_Imag_NoFilterBR0.csv │ │ │ ├── Spearman_Matrix.png │ │ │ ├── Spearman_matrix.csv │ │ │ ├── covariance_matrix.csv │ │ │ ├── covariance_matrix.png │ │ │ ├── desktop.ini │ │ │ ├── test_label.csv │ │ │ ├── training_label.csv │ │ │ └── val_label.csv │ │ └── desktop.ini │ ├── Evaluate │ │ ├── PlotAllCMs.m │ │ └── desktop.ini │ ├── Illustrate │ │ ├── PlotHeatMaps.m │ │ └── desktop.ini │ ├── NumberOfTrainableParameters.m │ ├── PreProcess │ │ ├── RoryPreProcess1I.m │ │ ├── RoryPreProcess1IRegions.m │ │ └── desktop.ini │ └── desktop.ini ├── Networks │ ├── Lib │ │ ├── GCN_Model.py │ │ ├── __pycache__ │ │ │ ├── GCN_Model.cpython-37.pyc │ │ │ ├── coarsening.cpython-37.pyc │ │ │ ├── desktop.ini │ │ │ └── graph.cpython-37.pyc │ │ ├── coarsening.py │ │ ├── desktop.ini │ │ ├── graph.py │ │ ├── models.py │ │ └── utils.py │ ├── TDGCN.ipynb │ ├── TDGCN_1.ipynb │ └── Test.txt └── Readme.md ├── dataLoading ├── dataLoader_formatRaw.ipynb └── dataLoader_train-valid-test.ipynb ├── featureExtraction ├── featureExtraction_extractNorm.ipynb ├── featureExtraction_normExtractNorm.ipynb ├── featureExtraction_normExtractNormRaw.ipynb ├── featureExtraction_normExtractNorm_freq.ipynb ├── featureExtraction_normExtractNorm_normTimeFreq.ipynb ├── featureExtraction_normExtractNorm_time.ipynb └── featureExtraction_normRaw_PCA.ipynb ├── main_training_3GCN.ipynb ├── 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