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1. AMD AMD Public

   PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI 2025)

   Python 140 20

2. TimeFilter TimeFilter Public

   PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)

   Python 123 16

3. FinMamba FinMamba Public

   PyTorch Implementation of "FinMamba: Market-Aware Graph Enhanced Multi-Level Mamba for Stock Movement Prediction" (KDD 2026 Workshop Oral)

   Python 65 6

4. TimeAlign TimeAlign Public

   PyTorch Implementation of "Bridging Past and Future: Distribution-Aware Alignment for Time Series Forecasting" (ICLR 2026)

   Python 29 4

5. Awesome-Agentic-Time-Series Awesome-Agentic-Time-Series Public

   The paper list of "The Landscape of Agentic Time Series Systems: Architectures, Reliability, and Frontiers."

   256 17

6. TongjiFinLab/FinTSB TongjiFinLab/FinTSB Public

   PyTorch Implementation of "FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series Forecasting" (FCS & ICAIF 2025 Workshop Best Paper)

   Python 132 25