├── data_factory └── data_loader.py ├── img ├── DCdetector.jpg ├── art-compare.png ├── result_1.png ├── result_2.png ├── result_3.png ├── result_4.png ├── result_count.jpg └── workflow.png ├── main.py ├── metrics ├── AUC.py ├── Matthews_correlation_coefficient.py ├── affiliation │ ├── _affiliation_zone.py │ ├── _integral_interval.py │ ├── _single_ground_truth_event.py │ ├── generics.py │ └── metrics.py ├── combine_all_scores.py ├── customizable_f1_score.py ├── evaluate_utils.py ├── evaluator.py ├── f1_score_f1_pa.py ├── f1_series.py ├── fc_score.py ├── metrics.py ├── precision_at_k.py └── vus │ ├── analysis │ ├── robustness_eval.py │ └── score_computation.py │ ├── metrics.py │ ├── models │ ├── distance.py │ └── feature.py │ └── utils │ ├── metrics.py │ └── slidingWindows.py ├── model ├── DCdetector.py ├── RevIN.py ├── attn.py └── embed.py ├── readme.md ├── requirements.txt ├── result_count.jpg ├── scripts ├── Ablation_Multiscale.sh ├── Ablation_Window_Size.sh ├── Ablation_attention_head.sh ├── Ablation_encoder_layer.sh ├── MSL.sh ├── NIPS_TS_Swan.sh ├── NIPS_TS_Water.sh ├── PSM.sh ├── SMAP.sh ├── SMD.sh ├── SWAT.sh ├── UCR.sh └── UCR_AUG.sh ├── solver.py └── utils ├── logger.py └── utils.py /data_factory/data_loader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DAMO-DI-ML/KDD2023-DCdetector/HEAD/data_factory/data_loader.py -------------------------------------------------------------------------------- /img/DCdetector.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DAMO-DI-ML/KDD2023-DCdetector/HEAD/img/DCdetector.jpg -------------------------------------------------------------------------------- /img/art-compare.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DAMO-DI-ML/KDD2023-DCdetector/HEAD/img/art-compare.png 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