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

   A Library for Advanced Deep Time Series Models.

   Python 9.5k 1.5k

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

   A Library for Advanced Neural PDE Solvers.

   Python 163 16

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 2.2k 461

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 189 26

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 180 26

6. thuml/RoPINN thuml/RoPINN Public

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

   Python 57 14