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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 7.3k 1.2k

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

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

    Python 3.5k 559

  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 2k 429

  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 1.3k 226

  5. depyf depyf Public

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

    Python 511 14

  6. Large-Time-Series-Model Large-Time-Series-Model Public

    Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024)

    Python 387 36

Repositories

Showing 10 of 87 repositories
  • 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 387 MIT 36 12 0 Updated Dec 4, 2024
  • 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 74 MIT 3 1 0 Updated Dec 2, 2024
  • 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 511 MIT 14 1 0 Updated Dec 1, 2024
  • OpenLTM Public

    Open-Source Implementations of Large Time-Series Models

    thuml/OpenLTM’s past year of commit activity
    Python 119 MIT 8 5 0 Updated Nov 28, 2024
  • Time-Series-Library Public

    A Library for Advanced Deep Time Series Models.

    thuml/Time-Series-Library’s past year of commit activity
    Python 7,302 MIT 1,160 11 5 Updated Nov 28, 2024
  • AutoTimes Public

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

    thuml/AutoTimes’s past year of commit activity
    Python 112 MIT 8 1 0 Updated Nov 28, 2024
  • TimeXer Public

    Official implementation for "TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables" (NeurIPS 2024)

    thuml/TimeXer’s past year of commit activity
    Python 92 9 3 0 Updated Nov 27, 2024
  • RoPINN Public

    About Code release for “RoPINN: Region Optimized Physics-Informed Neural Networks” (NeurIPS 2024), https://arxiv.org/abs/2405.14369

    thuml/RoPINN’s past year of commit activity
    Python 31 MIT 6 0 0 Updated Nov 12, 2024
  • 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 1,335 MIT 226 8 1 Updated Nov 8, 2024
  • 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
    679 53 0 0 Updated Nov 4, 2024

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