├── README.md ├── Supplementary Files ├── data_loader ├── augmentations.py └── dataset_loader.py ├── data_preprocess ├── data_preprocess_HAR.py ├── data_preprocess_SHAR.py ├── data_preprocess_UEA.py └── data_preprocess_wisdm.py ├── main.py ├── models ├── BYOL │ ├── mlp_head.py │ ├── resnet_base_network.py │ ├── train_BYOL.py │ ├── trainer.py │ └── utils.py ├── CPC │ ├── config.py │ ├── feature_loader.py │ ├── model.py │ ├── train_CPC.py │ └── transformers.py ├── IDFD │ ├── config_files │ │ ├── EigenWorms_Configs.py │ │ ├── FingerMovements_Configs.py │ │ ├── HAR_Configs.py │ │ ├── PenDigits_Configs.py │ │ ├── SHAR_Configs.py │ │ ├── epilepsy_Configs.py │ │ └── wisdm_Configs.py │ └── train_IDFD.py ├── MHCCL │ ├── framework.py │ └── train_MHCCL.py ├── PCL │ ├── builder.py │ └── train_PCL.py ├── SimCLR │ ├── loss.py │ ├── models.py │ ├── train_SimCLR.py │ └── utils.py ├── SwAV │ ├── hubconf.py │ ├── logger.py │ ├── resnet50.py │ ├── train_SwAV.py │ └── utils.py ├── TLoss │ ├── scikit_wrappers.py │ └── train_TLoss.py ├── TS2Vec │ ├── datautils.py │ ├── train_TS2Vec.py │ ├── ts2vec.py │ └── utils.py ├── TST │ ├── loss.py │ ├── optimizers.py │ ├── running.py │ ├── ts_transformer.py │ └── utils.py ├── TSTCC │ ├── TC.py │ ├── loss.py │ ├── model.py │ ├── train_TSTCC.py │ └── utils.py ├── TimeNet │ ├── framework.py │ └── train_TimeNet.py └── notes.txt ├── organization.png └── taxonomy.png /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mqwfrog/ULTS/HEAD/README.md -------------------------------------------------------------------------------- /Supplementary Files: -------------------------------------------------------------------------------- 1 | Some supplementary files 2 | -------------------------------------------------------------------------------- /data_loader/augmentations.py: -------------------------------------------------------------------------------- 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