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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 for General Time Series Analysis.

    Python 11.8k 1.9k

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

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

    Python 3.9k 591

  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 2.4k 494

  4. iTransformer iTransformer Public

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

    Python 2.1k 340

  5. depyf depyf Public

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

    Python 797 27

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

    A Library for Advanced Neural PDE Solvers.

    Python 289 28

Repositories

Showing 10 of 106 repositories
  • OpenLTM Public

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

    thuml/OpenLTM’s past year of commit activity
    Jupyter Notebook 530 MIT 51 11 0 Updated Mar 22, 2026
  • 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 954 MIT 95 6 0 Updated Mar 21, 2026
  • Time-Series-Library Public

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

    thuml/Time-Series-Library’s past year of commit activity
    Python 11,832 MIT 1,875 22 16 Updated Mar 15, 2026
  • Neural-Solver-Library Public

    A Library for Advanced Neural PDE Solvers.

    thuml/Neural-Solver-Library’s past year of commit activity
    Python 289 MIT 28 1 0 Updated Mar 10, 2026
  • Reasoning-Visual-World Public

    Official repository for "Visual Generation Unlocks Human-Like Reasoning through Multimodal World Models", https://arxiv.org/abs/2601.19834

    thuml/Reasoning-Visual-World’s past year of commit activity
    Python 85 1 1 0 Updated Mar 9, 2026
  • Thoth Public

    Official repository for "Thoth: Mid-Training Bridges LLMs to Time Series Understanding"

    thuml/Thoth’s past year of commit activity
    Python 6 Apache-2.0 0 2 0 Updated Mar 3, 2026
  • awesome-multi-task-learning Public

    A curated list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.

    thuml/awesome-multi-task-learning’s past year of commit activity
    825 65 1 0 Updated Mar 3, 2026
  • BTTackler Public
    thuml/BTTackler’s past year of commit activity
    Python 4 MIT 0 0 0 Updated Feb 27, 2026
  • 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 297 MIT 51 5 1 Updated Feb 26, 2026
  • Diffusion-Tuning Public

    About Code release for “Diffusion Tuning: Transferring Diffusion Models via Chain of Forgetting” (NeurIPS 2024)

    thuml/Diffusion-Tuning’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Feb 4, 2026

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