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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 9k 1.4k

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

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

    Python 3.7k 569

  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 454

  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 1.6k 274

  5. depyf depyf Public

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

    Python 674 25

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

    A Library for Advanced Neural PDE Solvers.

    Python 131 10

Repositories

Showing 10 of 95 repositories
  • 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 20 1 0 0 Updated May 23, 2025
  • Sundial Public

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

    thuml/Sundial’s past year of commit activity
    5 Apache-2.0 0 0 0 Updated May 23, 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 1,634 MIT 274 10 2 Updated May 22, 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 46 Apache-2.0 2 3 0 Updated May 22, 2025
  • OpenLTM Public

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

    thuml/OpenLTM’s past year of commit activity
    Jupyter Notebook 315 MIT 23 7 0 Updated May 22, 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 626 MIT 68 5 0 Updated May 22, 2025
  • iVideoGPT Public

    Official repository for "iVideoGPT: Interactive VideoGPTs are Scalable World Models" (NeurIPS 2024), https://arxiv.org/abs/2405.15223

    thuml/iVideoGPT’s past year of commit activity
    Python 133 MIT 9 2 1 Updated May 22, 2025
  • Time-Series-Library Public

    A Library for Advanced Deep Time Series Models.

    thuml/Time-Series-Library’s past year of commit activity
    Python 8,990 MIT 1,435 18 10 Updated May 17, 2025
  • Neural-Solver-Library Public

    A Library for Advanced Neural PDE Solvers.

    thuml/Neural-Solver-Library’s past year of commit activity
    Python 131 MIT 10 1 0 Updated Apr 22, 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 674 MIT 25 1 0 Updated Apr 20, 2025
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