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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 192 22

  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 66 22

  4. LIMO LIMO Public

    generative model for drug discovery

    Python 59 18

  5. ECCO ECCO Public

    Python 53 4

  6. HDR-IL HDR-IL Public

    Python 49 4

Repositories

Showing 10 of 52 repositories
  • nautilus_tutorial Public
    Python 5 1 0 0 Updated Mar 18, 2025
  • GLEAM-API Public

    API interface to connect GLEAM-AI model and Simulation

    Python 0 0 0 0 Updated Mar 17, 2025
  • genie-climaqa Public

    [ICLR 2025] ClimaQA: An Automated Evaluation Framework for Climate Question Answering Models

    Python 0 Apache-2.0 0 0 0 Updated Mar 14, 2025
  • Turbulent-Flow-Net Public

    Turbulent flow network source code

    Jupyter Notebook 66 22 1 0 Updated Mar 14, 2025
  • rose-stl-lab.github.io Public

    UCSD RoseLab Server Documentation

    1 0 0 0 Updated Mar 10, 2025
  • spherical-dyffusion Public

    [NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion

    Python 26 Apache-2.0 0 0 0 Updated Mar 7, 2025
  • torchTS Public

    Time series forecasting with PyTorch

    Python 84 MIT 22 14 (4 issues need help) 25 Updated Mar 3, 2025
  • UCSD-OpenCap-Fitness-Dataset Public
    Jupyter Notebook 1 GPL-3.0 0 0 0 Updated Feb 27, 2025
  • ATLAS Public
    Python 2 0 0 0 Updated Jan 30, 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..

    Jupyter Notebook 1 Apache-2.0 0 0 0 Updated Jan 24, 2025
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