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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 1k 75

  2. DUET DUET Public

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

    Python 194 21

  3. CATCH CATCH Public

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

    Python 109 12

  4. TAB TAB Public

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

    Jupyter Notebook 65 8

  5. LightGTS LightGTS Public

    Python 28 10

  6. K2VAE K2VAE Public

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

    Python 26 3

Repositories

Showing 10 of 36 repositories
  • OpenTS Public
    decisionintelligence/OpenTS’s past year of commit activity
    HTML 2 0 0 0 Updated Sep 30, 2025
  • decisionintelligence/decisionintelligence.github.io’s past year of commit activity
    HTML 4 3 0 0 Updated Sep 30, 2025
  • 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 1,036 MIT 75 7 2 Updated Sep 28, 2025
  • decisionintelligence/Time_Series_Analytics’s past year of commit activity
    Python 2 2 0 0 Updated Sep 25, 2025
  • DAG Public
    decisionintelligence/DAG’s past year of commit activity
    Python 6 MIT 0 0 0 Updated Sep 23, 2025
  • LightGTS Public
    decisionintelligence/LightGTS’s past year of commit activity
    Python 28 10 3 0 Updated Sep 14, 2025
  • TSFM-Bench Public
    decisionintelligence/TSFM-Bench’s past year of commit activity
    Python 14 3 1 0 Updated Sep 9, 2025
  • TAB Public

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

    decisionintelligence/TAB’s past year of commit activity
    Jupyter Notebook 65 8 2 0 Updated Sep 3, 2025
  • CATCH Public

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

    decisionintelligence/CATCH’s past year of commit activity
    Python 109 12 0 0 Updated Jul 31, 2025
  • K2VAE Public

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

    decisionintelligence/K2VAE’s past year of commit activity
    Python 26 MIT 3 1 0 Updated Jul 31, 2025

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