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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 9.7k 1.6k

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

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

    Python 3.7k 575

  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 466

  4. iTransformer iTransformer Public

    Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight)

    Python 1.7k 284

  5. depyf depyf Public

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

    Python 711 27

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

    A Library for Advanced Neural PDE Solvers.

    Python 173 17

Repositories

Showing 10 of 100 repositories
  • TrajWorld Public

    Official repository for "Trajectory World Models for Heterogeneous Environments" (ICML 2025), https://arxiv.org/abs/2502.01366

    thuml/TrajWorld’s past year of commit activity
    Python 10 0 2 0 Updated Aug 12, 2025
  • 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

    thuml/Transolver’s past year of commit activity
    Python 197 MIT 27 3 1 Updated Aug 5, 2025
  • Time-Series-Library Public

    A Library for Advanced Deep Time Series Models.

    thuml/Time-Series-Library’s past year of commit activity
    Python 9,729 MIT 1,558 22 15 Updated Jul 28, 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 714 MIT 72 1 0 Updated Jul 22, 2025
  • AutoTimes Public

    Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"

    thuml/AutoTimes’s past year of commit activity
    Python 224 MIT 25 5 0 Updated Jul 22, 2025
  • Transolver_plus Public
    thuml/Transolver_plus’s past year of commit activity
    Python 12 MIT 1 1 0 Updated Jul 21, 2025
  • OpenLTM Public

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

    thuml/OpenLTM’s past year of commit activity
    Jupyter Notebook 396 MIT 29 4 0 Updated Jul 21, 2025
  • Timer-XL Public

    About model release for "Timer-XL: Long-Context Transformers for Unified Time Series Forecasting"

    thuml/Timer-XL’s past year of commit activity
    Jupyter Notebook 78 Apache-2.0 5 6 0 Updated Jul 21, 2025
  • 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
    97 Apache-2.0 3 6 0 Updated Jul 19, 2025
  • iTransformer Public

    Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight)

    thuml/iTransformer’s past year of commit activity
    Python 1,745 MIT 284 11 2 Updated Jul 17, 2025
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