├── .gitattributes ├── .idea ├── .gitignore ├── convt.iml ├── deployment.xml ├── inspectionProfiles │ ├── Project_Default.xml │ └── profiles_settings.xml ├── misc.xml ├── modules.xml ├── other.xml ├── sshConfigs.xml ├── vcs.xml └── webServers.xml ├── DATASETNAME ├── Dataset ├── UEA │ └── Multivariate_ts │ │ ├── AtrialFibrillation │ │ ├── AtrialFibrillation.npy │ │ ├── AtrialFibrillation_TEST.ts │ │ └── AtrialFibrillation_TRAIN.ts │ │ └── BasicMotions │ │ ├── BasicMotions.npy │ │ ├── BasicMotions_TEST.ts │ │ └── BasicMotions_TRAIN.ts ├── __pycache__ │ ├── classifier_tools.cpython-39.pyc │ ├── data_loader.cpython-39.pyc │ ├── load_UEA_data.cpython-39.pyc │ └── load_segment_data.cpython-39.pyc ├── classifier_tools.py ├── data_loader.py ├── load_UEA_data.py └── load_segment_data.py ├── LICENSE ├── Models ├── AbsolutePositionalEncoding.py ├── Attention.py ├── __pycache__ │ ├── AbsolutePositionalEncoding.cpython-38.pyc │ ├── AbsolutePositionalEncoding.cpython-39.pyc │ ├── Attention.cpython-38.pyc │ ├── Attention.cpython-39.pyc │ ├── analysis.cpython-38.pyc │ ├── analysis.cpython-39.pyc │ ├── loss.cpython-38.pyc │ ├── loss.cpython-39.pyc │ ├── model.cpython-38.pyc │ ├── model.cpython-39.pyc │ ├── optimizers.cpython-38.pyc │ ├── optimizers.cpython-39.pyc │ ├── position_shapelet.cpython-39.pyc │ ├── shapeformer.cpython-39.pyc │ ├── utils.cpython-38.pyc │ └── utils.cpython-39.pyc ├── analysis.py ├── loss.py ├── optimizers.py ├── position_shapelet.py ├── shapeformer.py └── utils.py ├── README.md ├── Shapelet ├── __pycache__ │ ├── auto_pisd.cpython-39.pyc │ ├── mul_shapelet_discovery.cpython-39.pyc │ ├── pst_support_method.cpython-39.pyc │ ├── shapelet_discovery.cpython-39.pyc │ └── shapelet_support_method.cpython-39.pyc ├── auto_pisd.py ├── mul_shapelet_discovery.py ├── pst_support_method.py ├── shapelet_discovery.py ├── shapelet_extractor.py └── shapelet_support_method.py ├── Training.py ├── __pycache__ ├── Training.cpython-38.pyc ├── 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