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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 1.1k 77

2. DUET DUET Public

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

   Python 200 23

3. CATCH CATCH Public

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

   Python 122 13

4. TAB TAB Public

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

   Jupyter Notebook 73 10

5. LightGTS LightGTS Public

   Python 33 11

6. K2VAE K2VAE Public

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

   Python 29 4