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@thuml

THUML @ Tsinghua University

Machine Learning Group, School of Software, Tsinghua University

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  1. Time-Series-Library Public

    A Library for Advanced Deep Time Series Models.

    Python 8.7k 1.4k

  2. Transfer-Learning-Library Public

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

    Python 3.7k 567

  3. 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 448

  4. 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 269

  5. depyf Public

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

    Python 647 24

  6. 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 157 19

Repositories

Showing 10 of 93 repositories
  • Neural-Solver-Library Public

    A Library for Advanced Neural PDE Solvers.

    Python 91 MIT 6 0 0 Updated Apr 22, 2025
  • depyf Public

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

    Python 647 MIT 24 1 0 Updated Apr 20, 2025
  • BTTackler Public
    Python 4 MIT 0 0 0 Updated Apr 19, 2025
  • Large-Time-Series-Model Public

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

    Python 593 MIT 64 8 0 Updated Apr 15, 2025
  • OpenLTM Public

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

    Python 282 MIT 16 6 0 Updated Apr 15, 2025
  • Timer-XL Public

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

    Jupyter Notebook 29 MIT 0 1 0 Updated Apr 15, 2025
  • DomainGuidance Public
    Python 3 0 0 0 Updated Apr 14, 2025
  • Latent-Spectral-Models Public

    About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664

    Python 70 MIT 5 2 0 Updated Apr 10, 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

    Python 157 MIT 19 3 0 Updated Apr 10, 2025
  • iTransformer Public

    Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah

    Python 1,592 MIT 268 9 2 Updated Mar 13, 2025
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