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  1. decisionintelligence/TFB decisionintelligence/TFB Public

    [PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods

    Shell 1.4k 98

  2. decisionintelligence/DUET decisionintelligence/DUET Public

    [KDD 2025] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting

    Python 219 24

  3. decisionintelligence/CATCH decisionintelligence/CATCH Public

    [ICLR 2025] CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching

    Python 133 13

  4. decisionintelligence/CS4TS decisionintelligence/CS4TS Public

    A Comprehensive Survey of Deep Learning for Multivariate Time Series Forecasting: A Channel Strategy Perspective

    35 1

  5. decisionintelligence/TAB decisionintelligence/TAB Public

    [PVLDB 2025] TAB: Unified Benchmarking of Time Series Anomaly Detection Methods

    Jupyter Notebook 84 11

  6. decisionintelligence/K2VAE decisionintelligence/K2VAE Public

    [ICML 2025 Spotlight] K²VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting

    Python 32 4