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1. thuml/Time-Series-Library thuml/Time-Series-Library Public

   A Library for Advanced Deep Time Series Models for General Time Series Analysis.

   Python 10.3k 1.7k

2. thuml/Neural-Solver-Library thuml/Neural-Solver-Library Public

   A Library for Advanced Neural PDE Solvers.

   Python 207 18

3. thuml/Autoformer thuml/Autoformer Public

   About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

   Jupyter Notebook 2.3k 484

4. thuml/Transolver thuml/Transolver Public

   About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/2402.02366

   Python 219 31

5. thuml/Corrformer thuml/Corrformer Public

   About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, 2023. https://www.nature.com/articles/s42256-023-00667-9

   Python 185 27

6. thuml/FlashBias thuml/FlashBias Public

   About Code release for "FlashBias: Fast Computation of Attention with Bias" (NeurIPS 2025), https://arxiv.org/abs/2505.12044

   Python 6