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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 1.7k 119

  2. decisionintelligence/CATCH decisionintelligence/CATCH Public

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

    Python 181 19

  3. decisionintelligence/K2VAE decisionintelligence/K2VAE Public

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

    Python 51 6

  4. decisionintelligence/SRSNet decisionintelligence/SRSNet Public

    [NeurIPS 2025 Spotlight] Enhancing Time Series Forecasting through Selective Representation Spaces: A Patch Perspective

    Python 57 10

  5. decisionintelligence/Aurora decisionintelligence/Aurora Public

    [ICLR 2026] Aurora: Towards Universal Generative Multimodal Time Series Forecasting

    Python 56 4

  6. decisionintelligence/DUET decisionintelligence/DUET Public

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

    Shell 271 34