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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 8.1k 1.3k

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

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

    Python 3.6k 565

  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 2.1k 439

  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 1.5k 248

  5. depyf depyf Public

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

    Python 591 18

  6. Transolver 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

    Python 124 16

Repositories

Showing 10 of 90 repositories
  • dynamical-diffusion Public

    About Code release for "Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models" (ICLR 2025)

    thuml/dynamical-diffusion’s past year of commit activity
    0 0 0 0 Updated Mar 1, 2025
  • DomainGuidance Public
    thuml/DomainGuidance’s past year of commit activity
    0 0 0 0 Updated Feb 28, 2025
  • 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

    thuml/Autoformer’s past year of commit activity
    Jupyter Notebook 2,073 MIT 439 1 0 Updated Feb 28, 2025
  • OpenLTM Public

    Open Implementations of Large Time-Series Models

    thuml/OpenLTM’s past year of commit activity
    Python 202 MIT 11 5 0 Updated Feb 19, 2025
  • Time-Series-Library Public

    A Library for Advanced Deep Time Series Models.

    thuml/Time-Series-Library’s past year of commit activity
    Python 8,060 MIT 1,289 10 9 Updated Feb 18, 2025
  • Timer-XL Public

    About Code release for "Timer-XL: Long-Context Transformers for Unified Time Series Forecasting"

    thuml/Timer-XL’s past year of commit activity
    5 MIT 0 0 0 Updated Feb 17, 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 517 MIT 53 9 0 Updated Feb 15, 2025
  • AutoTimes Public

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

    thuml/AutoTimes’s past year of commit activity
    Python 155 MIT 12 3 0 Updated Feb 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 124 MIT 16 2 0 Updated Feb 5, 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 116 MIT 4 2 0 Updated Jan 17, 2025
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