├── .gitignore ├── LICENSE ├── README.md ├── data ├── AtrialFibrillation │ ├── AtrialFibrillation_TEST.ts │ └── AtrialFibrillation_TRAIN.ts └── Epilepsy │ ├── Epilepsy_TEST.ts │ └── Epilepsy_TRAIN.ts ├── notebooks ├── 3DtSNEvisualizations.ipynb ├── atrialfibrillation_n.png ├── catdataaugmentation.png ├── cricket-example.png ├── decreased.png ├── dtw-animation.gif ├── epilepsy_epilepsy.png ├── increased.png ├── knn-example.PNG ├── mts-example.png ├── rawtimeseriesvisualization.ipynb ├── summary.ipynb ├── syntheticdatageneration.ipynb ├── testandplotclassificationaccuracy.ipynb ├── tsc-example.PNG └── unaffected.png ├── results ├── augmented_accuracies_softdtw_1_1.pkl ├── augmented_accuracies_softdtw_1_2.pkl ├── softdtw_distance_matrices.pkl └── tsne_figs.pkl └── syntheticdata ├── AtrialFibrillation_softdtw_synthetic_x_train_1000_5_False.pkl ├── AtrialFibrillation_softdtw_synthetic_y_train_1000_5_False.pkl ├── Epilepsy_softdtw_synthetic_x_train_1000_5_False.pkl └── 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