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  1. thuml/Time-Series-Library Public

    A Library for Advanced Deep Time Series Models.

    Python 8.4k 1.3k

  2. thuml/Neural-Solver-Library Public

    A Library for Advanced Neural PDE Solvers.

    Python 8

  3. 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 2.1k 446

  4. 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 136 18

  5. 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 174 25

  6. thuml/RoPINN Public

    About Code release for “RoPINN: Region Optimized Physics-Informed Neural Networks” (NeurIPS 2024), https://arxiv.org/abs/2405.14369

    Python 48 13