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@decisionintelligence

DecisionIntelligence

Decision Intelligence Lab, School of Data Science & Engineering, East China Normal University

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  1. TFB TFB Public

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

    Shell 1.6k 109

  2. DUET DUET Public

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

    Python 242 27

  3. CATCH CATCH Public

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

    Python 149 16

  4. TAB TAB Public

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

    Jupyter Notebook 100 12

  5. LightGTS LightGTS Public

    Python 52 12

  6. AI4TS AI4TS Public

    Python 84 12

Repositories

Showing 10 of 47 repositories
  • TFB Public

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

    decisionintelligence/TFB’s past year of commit activity
    Shell 1,640 MIT 109 10 2 Updated Jan 13, 2026
  • OpenTS Public
    decisionintelligence/OpenTS’s past year of commit activity
    HTML 3 0 0 0 Updated Jan 9, 2026
  • AI4TS Public
    decisionintelligence/AI4TS’s past year of commit activity
    Python 84 12 1 0 Updated Jan 9, 2026
  • SRSNet Public

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

    decisionintelligence/SRSNet’s past year of commit activity
    Python 40 MIT 6 1 0 Updated Jan 6, 2026
  • MoST Public
    decisionintelligence/MoST’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Jan 4, 2026
  • CATCH Public

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

    decisionintelligence/CATCH’s past year of commit activity
    Python 149 16 0 0 Updated Dec 30, 2025
  • APN Public

    [AAAI 2026 Oral] Rethinking Irregular Time Series Forecasting: A Simple yet Effective Baseline

    decisionintelligence/APN’s past year of commit activity
    Python 17 0 0 0 Updated Dec 27, 2025
  • DAG Public
    decisionintelligence/DAG’s past year of commit activity
    Python 17 MIT 2 1 1 Updated Dec 24, 2025
  • DTAF Public

    [AAAI 2026] Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing

    decisionintelligence/DTAF’s past year of commit activity
    Python 29 2 0 0 Updated Dec 22, 2025
  • Waterlogformer Public

    [WSDM 2026] Waterlogformer: A Multimodal Model for Waterlogging Prediction

    decisionintelligence/Waterlogformer’s past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Dec 15, 2025

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