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@Rose-STL-Lab

Spatiotemporal Machine Learning

Machine Learning Research Group at University of California, San Diego

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  1. dyffusion dyffusion Public

    [NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting

    Python 208 23

  2. torchTS torchTS Public

    Time series forecasting with PyTorch

    Python 84 22

  3. Turbulent-Flow-Net Turbulent-Flow-Net Public

    Turbulent flow network source code

    Jupyter Notebook 70 23

  4. LIMO LIMO Public

    generative model for drug discovery

    Python 63 18

  5. ECCO ECCO Public

    Python 54 4

  6. HDR-IL HDR-IL Public

    Python 53 3

Repositories

Showing 10 of 55 repositories
  • LIMO Public

    generative model for drug discovery

    Rose-STL-Lab/LIMO’s past year of commit activity
    Python 63 MIT 18 1 0 Updated Jul 15, 2025
  • Adapting-While-Learning Public

    Grounding LLMs with physics

    Rose-STL-Lab/Adapting-While-Learning’s past year of commit activity
    Python 2 0 0 0 Updated Jul 15, 2025
  • SPACY Public
    Rose-STL-Lab/SPACY’s past year of commit activity
    Python 5 1 0 0 Updated Jul 8, 2025
  • nautilus_tutorial Public
    Rose-STL-Lab/nautilus_tutorial’s past year of commit activity
    Python 8 1 0 1 Updated Jul 7, 2025
  • BIGE Public

    BIGE is a framework for generative models to adhere to clinician-defined constraints. To generate realistic motion, our method uses a biomechanically informed surrogate model to guide the generation process..

    Rose-STL-Lab/BIGE’s past year of commit activity
    Jupyter Notebook 2 Apache-2.0 1 0 1 Updated Jun 27, 2025
  • MCD Public

    Implementation of the ICML 2024 paper "Discovering Mixtures of Structural Causal Models from Time Series Data"

    Rose-STL-Lab/MCD’s past year of commit activity
    Python 21 2 0 0 Updated Jun 26, 2025
  • AtlasD Public
    Rose-STL-Lab/AtlasD’s past year of commit activity
    Python 4 2 0 0 Updated Jun 15, 2025
  • rose-stl-lab.github.io Public

    UCSD RoseLab Server Documentation

    Rose-STL-Lab/rose-stl-lab.github.io’s past year of commit activity
    1 0 0 0 Updated Jun 14, 2025
  • torchTS Public

    Time series forecasting with PyTorch

    Rose-STL-Lab/torchTS’s past year of commit activity
    Python 84 MIT 22 14 (4 issues need help) 25 Updated Jun 2, 2025
  • LieGAN Public
    Rose-STL-Lab/LieGAN’s past year of commit activity
    Jupyter Notebook 36 5 0 0 Updated May 23, 2025
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