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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 9.2k 1.5k

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

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

    Python 3.7k 570

  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 458

  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 276

  5. depyf depyf Public

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

    Python 689 25

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

    A Library for Advanced Neural PDE Solvers.

    Python 147 13

Repositories

Showing 10 of 97 repositories
  • TATO Public
    thuml/TATO’s past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated Jun 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)

    thuml/Large-Time-Series-Model’s past year of commit activity
    Python 653 MIT 70 0 0 Updated Jun 15, 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 179 MIT 24 3 1 Updated Jun 11, 2025
  • RLVR-World Public

    Official repository for "RLVR-World: Training World Models with Reinforcement Learning", https://arxiv.org/abs/2505.13934

    thuml/RLVR-World’s past year of commit activity
    Python 45 MIT 2 0 0 Updated Jun 9, 2025
  • OpenLTM Public

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

    thuml/OpenLTM’s past year of commit activity
    Jupyter Notebook 349 MIT 25 2 0 Updated Jun 8, 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
    35 Apache-2.0 1 3 0 Updated Jun 8, 2025
  • 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 8 0 1 0 Updated Jun 7, 2025
  • Time-Series-Library Public

    A Library for Advanced Deep Time Series Models.

    thuml/Time-Series-Library’s past year of commit activity
    Python 9,203 MIT 1,477 12 13 Updated Jun 6, 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 58 Apache-2.0 4 3 0 Updated Jun 6, 2025
  • awesome-multi-task-learning Public

    2024 up-to-date 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
    761 58 0 0 Updated Jun 5, 2025

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