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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 10.3k 1.7k

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

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

    Python 3.8k 584

  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 2.3k 484

  4. iTransformer iTransformer Public

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

    Python 1.8k 293

  5. depyf depyf Public

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

    Python 746 27

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

    A Library for Advanced Neural PDE Solvers.

    Python 207 18

Repositories

Showing 10 of 103 repositories
  • PhySense Public

    About code release for "PhySense: Sensor Placement Optimization for Accurate Physics Sensing" (NeurIPS 2025 oral)

    thuml/PhySense’s past year of commit activity
    1 MIT 0 0 0 Updated Oct 21, 2025
  • FlashBias Public

    About Code release for "FlashBias: Fast Computation of Attention with Bias" (NeurIPS 2025), https://arxiv.org/abs/2505.12044

    thuml/FlashBias’s past year of commit activity
    Python 6 MIT 0 0 0 Updated Oct 20, 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 6 MIT 1 1 0 Updated Oct 17, 2025
  • Neural-Solver-Library Public

    A Library for Advanced Neural PDE Solvers.

    thuml/Neural-Solver-Library’s past year of commit activity
    Python 207 MIT 18 1 0 Updated Oct 16, 2025
  • depyf Public

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

    thuml/depyf’s past year of commit activity
    Python 746 MIT 27 1 0 Updated Oct 13, 2025
  • MiniVeo3-Reasoner Public

    Thinking with Videos from Open-Source Priors. We reproduce chain-of-frames visual reasoning by fine-tuning open-source video models. Give it a star 🌟 if you find it useful.

    thuml/MiniVeo3-Reasoner’s past year of commit activity
    Python 154 2 1 0 Updated Oct 12, 2025
  • 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 10,318 MIT 1,661 21 12 Updated Oct 9, 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
    793 64 0 0 Updated Oct 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 14 0 0 0 Updated Oct 6, 2025
  • RLVR-World Public

    Official repository for "RLVR-World: Training World Models with Reinforcement Learning" (NeurIPS 2025), https://arxiv.org/abs/2505.13934

    thuml/RLVR-World’s past year of commit activity
    Python 116 MIT 3 0 0 Updated Sep 27, 2025