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1. AMD AMD Public

   PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)

   Python 127 19

2. TongjiFinLab/awesome-time-series-forecasting TongjiFinLab/awesome-time-series-forecasting Public

   Awesome time series forecasting papers and codes

   236 25

3. TimeFilter TimeFilter Public

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

   Python 105 13

4. FinMamba FinMamba Public

   PyTorch Implementation of FinMamba

   51 5

5. TongjiFinLab/FinTSB TongjiFinLab/FinTSB Public

   FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series Forecasting (ICAIF'25 Workshop Best Paper)

   Python 122 20

6. TimeAlign TimeAlign Public

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

   Python 18 1