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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 111

2. decisionintelligence/CATCH decisionintelligence/CATCH Public

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

   Python 158 17

3. decisionintelligence/K2VAE decisionintelligence/K2VAE Public

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

   Python 47 6

4. decisionintelligence/SRSNet decisionintelligence/SRSNet Public

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

   Python 47 8

5. decisionintelligence/Aurora decisionintelligence/Aurora Public

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

   Python 9