├── .gitignore ├── LICENSE ├── README.md ├── demo ├── data │ ├── FaceFour_test.npy │ ├── FaceFour_test_labels.npy │ ├── FaceFour_train.npy │ ├── FaceFour_train_labels.npy │ ├── UWaveGestureLibraryAll_test.npy │ ├── UWaveGestureLibraryAll_test_labels.npy │ ├── UWaveGestureLibraryAll_train.npy │ └── UWaveGestureLibraryAll_train_labels.npy ├── demo.ipynb └── demo_regularized_loss.ipynb ├── experiment_results ├── experiment_results.ipynb └── images │ ├── shapelets │ ├── shapelets_Adiac.png │ ├── shapelets_ArrowHead.png │ ├── shapelets_Beef.png │ ├── shapelets_BeetleFly.png │ ├── shapelets_BirdChicken.png │ ├── shapelets_CBF.png │ ├── shapelets_Car.png │ ├── shapelets_ChlorineConcentration.png │ ├── shapelets_CinCECGTorso.png │ ├── shapelets_Coffee.png │ ├── shapelets_Computers.png │ ├── shapelets_CricketX.png │ ├── shapelets_CricketY.png │ ├── shapelets_CricketZ.png │ ├── shapelets_DiatomSizeReduction.png │ ├── shapelets_DistalPhalanxOutlineAgeGroup.png │ ├── shapelets_DistalPhalanxOutlineCorrect.png │ ├── shapelets_DistalPhalanxTW.png │ ├── shapelets_ECG200.png │ ├── shapelets_ECG5000.png │ ├── shapelets_ECGFiveDays.png │ ├── shapelets_Earthquakes.png │ ├── shapelets_ElectricDevices.png │ ├── shapelets_FaceAll.png │ ├── shapelets_FaceFour.png │ ├── shapelets_FacesUCR.png │ ├── shapelets_FiftyWords.png │ ├── shapelets_Fish.png │ ├── shapelets_FordA.png │ ├── shapelets_FordB.png │ ├── shapelets_GunPoint.png │ ├── shapelets_Ham.png │ ├── shapelets_HandOutlines.png │ ├── shapelets_Haptics.png │ ├── shapelets_Herring.png │ ├── shapelets_InlineSkate.png │ ├── shapelets_InsectWingbeatSound.png │ ├── shapelets_ItalyPowerDemand.png │ ├── shapelets_LargeKitchenAppliances.png │ ├── shapelets_Lightning2.png │ ├── shapelets_Lightning7.png │ ├── shapelets_Mallat.png │ ├── shapelets_Meat.png │ ├── shapelets_MedicalImages.png │ ├── shapelets_MiddlePhalanxOutlineAgeGroup.png │ ├── shapelets_MiddlePhalanxOutlineCorrect.png │ ├── shapelets_MiddlePhalanxTW.png │ ├── shapelets_MoteStrain.png │ ├── shapelets_NonInvasiveFetalECGThorax1.png │ ├── shapelets_NonInvasiveFetalECGThorax2.png │ ├── shapelets_OSULeaf.png │ ├── shapelets_OliveOil.png │ ├── shapelets_PhalangesOutlinesCorrect.png │ ├── shapelets_Phoneme.png │ ├── shapelets_Plane.png │ ├── shapelets_ProximalPhalanxOutlineAgeGroup.png │ ├── shapelets_ProximalPhalanxOutlineCorrect.png │ ├── shapelets_ProximalPhalanxTW.png │ ├── shapelets_RefrigerationDevices.png │ ├── shapelets_ScreenType.png │ ├── shapelets_ShapeletSim.png │ ├── shapelets_ShapesAll.png │ ├── shapelets_SmallKitchenAppliances.png │ ├── shapelets_SonyAIBORobotSurface1.png │ ├── shapelets_SonyAIBORobotSurface2.png │ ├── shapelets_StarLightCurves.png │ ├── shapelets_Strawberry.png │ ├── shapelets_SwedishLeaf.png │ ├── shapelets_Symbols.png │ ├── shapelets_SyntheticControl.png │ ├── shapelets_ToeSegmentation1.png │ ├── shapelets_ToeSegmentation2.png │ ├── shapelets_Trace.png │ ├── shapelets_TwoLeadECG.png │ ├── shapelets_TwoPatterns.png │ ├── shapelets_UWaveGestureLibraryAll.png │ ├── shapelets_UWaveGestureLibraryX.png │ ├── shapelets_UWaveGestureLibraryY.png │ ├── shapelets_UWaveGestureLibraryZ.png │ ├── shapelets_Wafer.png │ ├── shapelets_Wine.png │ ├── shapelets_WordSynonyms.png │ ├── shapelets_Worms.png │ ├── shapelets_WormsTwoClass.png │ └── shapelets_Yoga.png │ └── stats │ ├── accuracies_adversarial_vs_dist_loss.png │ ├── accuracies_learning_shapelets_vs_dist_loss.png │ ├── accuracy_ar_dist_reg_1.png │ ├── accuracy_ar_dist_reg_2.png │ ├── accuracy_ar_dist_reg_4.png │ ├── accuracy_ar_dist_reg_8.png │ ├── accuracy_grabocka_dist_reg_1.png │ ├── accuracy_grabocka_dist_reg_2.png │ ├── accuracy_grabocka_dist_reg_4.png │ ├── gputime_all.png │ ├── gputime_all_datasets_by_length.png │ ├── gputime_all_smoothed.png │ ├── learning_shapelets_vs_adapted_loss.png │ └── shapelet_dists.png ├── learning_shapelets.png ├── requirements.txt └── src └── learning_shapelets.py 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