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1. AERCA AERCA Public

   AERCA: Root Cause Analysis of Anomalies in Multivariate Time Series through Granger Causal Discovery (ICLR 2025 Oral)

   Python 8 1

2. LogTAD LogTAD Public

   LogTAD: Unsupervised Cross-system Log Anomaly Detection via Domain Adaptation (CIKM 2021)

   Python 27 4

3. RootCLAM RootCLAM Public

   RootCLAM: On Root Cause Localization and Anomaly Mitigation through Causal Inference (CIKM 2023)

   Python 14 1

4. FADS FADS Public

   FADS: Few-shot Anomaly Detection and Classification Through Reinforced Data Selection (ICDM 2022)

   Python 7 2

5. CFAD CFAD Public

   CFAD: Achieving Counterfactual Fairness for Anomaly Detection (PAKDD 2023)

   Python 4

6. InterpretableSAD InterpretableSAD Public

   InterpretableSAD: Interpretable Anomaly Detection in Sequential Log Data (BigData 2021)

   Python 6