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@thuml

THUML @ Tsinghua University

Machine Learning Group, School of Software, Tsinghua University

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  1. Time-Series-Library Time-Series-Library Public

    A Library for Advanced Deep Time Series Models.

    Python 9.5k 1.5k

  2. Transfer-Learning-Library Transfer-Learning-Library Public

    Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

    Python 3.7k 573

  3. Autoformer 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 462

  4. iTransformer iTransformer Public

    Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah

    Python 1.7k 278

  5. depyf depyf Public

    depyf is a tool to help you understand and adapt to PyTorch compiler torch.compile.

    Python 704 27

  6. Neural-Solver-Library Neural-Solver-Library Public

    A Library for Advanced Neural PDE Solvers.

    Python 164 16

Repositories

Showing 10 of 99 repositories
  • Sundial Public

    About model release for "Sundial: A Family of Highly Capable Time Series Foundation Models" (ICML 2025 Oral)

    thuml/Sundial’s past year of commit activity
    86 Apache-2.0 2 4 0 Updated Jul 19, 2025
  • OpenLTM Public

    Implementations, Pre-training Code and Datasets of Large Time-Series Models

    thuml/OpenLTM’s past year of commit activity
    Jupyter Notebook 379 MIT 28 4 0 Updated Jul 18, 2025
  • Large-Time-Series-Model Public

    Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024) and subsequent works

    thuml/Large-Time-Series-Model’s past year of commit activity
    Python 689 MIT 71 3 0 Updated Jul 17, 2025
  • iTransformer Public

    Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah

    thuml/iTransformer’s past year of commit activity
    Python 1,717 MIT 277 11 2 Updated Jul 17, 2025
  • Unisolver Public
    thuml/Unisolver’s past year of commit activity
    Jupyter Notebook 5 MIT 0 0 0 Updated Jul 15, 2025
  • ProPINN Public

    Official repository for "ProPINN: Demystifying Propagation Failures in Physics-Informed Neural Networks", https://arxiv.org/abs/2502.00803

    thuml/ProPINN’s past year of commit activity
    Python 3 MIT 0 0 0 Updated Jul 14, 2025
  • RoPINN Public

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

    thuml/RoPINN’s past year of commit activity
    Python 57 MIT 14 0 0 Updated Jul 14, 2025
  • dynamical-diffusion Public

    About Code release for "Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models" (ICLR 2025)

    thuml/dynamical-diffusion’s past year of commit activity
    Python 14 0 2 0 Updated Jul 4, 2025
  • Time-Series-Library Public

    A Library for Advanced Deep Time Series Models.

    thuml/Time-Series-Library’s past year of commit activity
    Python 9,504 MIT 1,524 16 15 Updated Jul 4, 2025
  • Neural-Solver-Library Public

    A Library for Advanced Neural PDE Solvers.

    thuml/Neural-Solver-Library’s past year of commit activity
    Python 164 MIT 16 1 0 Updated Jul 2, 2025
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