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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 231 26

  2. torchTS torchTS Public

    Time series forecasting with PyTorch

    Python 86 22

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

    Turbulent flow network source code

    Jupyter Notebook 72 23

  4. LIMO LIMO Public

    generative model for drug discovery

    Python 64 18

  5. HDR-IL HDR-IL Public

    Python 55 5

  6. ECCO ECCO Public

    Python 54 4

Repositories

Showing 10 of 60 repositories
  • MFRNP Public

    [ICML 2024] Multi Fidelity Residual Neural Process

    Rose-STL-Lab/MFRNP’s past year of commit activity
    Python 11 MIT 1 0 0 Updated Mar 18, 2026
  • SimulCost-Bench Public

    SimulCost: A Cost-Aware Benchmark for Automating Physics Simulations with LLMs

    Rose-STL-Lab/SimulCost-Bench’s past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Mar 11, 2026
  • torchTS Public

    Time series forecasting with PyTorch

    Rose-STL-Lab/torchTS’s past year of commit activity
    Python 86 MIT 22 14 (4 issues need help) 25 Updated Mar 2, 2026
  • nautilus_tutorial Public
    Rose-STL-Lab/nautilus_tutorial’s past year of commit activity
    Python 9 2 0 1 Updated Mar 2, 2026
  • 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 Mar 1, 2026
  • ExperimentalLIMO-FastSimilaritySearch Public
    Rose-STL-Lab/ExperimentalLIMO-FastSimilaritySearch’s past year of commit activity
    Python 0 0 0 0 Updated Jan 2, 2026
  • CORMPO Public

    Clinically-aware OOD-regularized Model-based Policy Optimization (CORMPO), a density-regularized offline RL algorithm.

    Rose-STL-Lab/CORMPO’s past year of commit activity
    Python 0 1 0 0 Updated Nov 28, 2025
  • ml-hilbert Public Forked from apple/ml-hilbert
    Rose-STL-Lab/ml-hilbert’s past year of commit activity
    Python 23 7 0 0 Updated Oct 31, 2025
  • dyffusion Public

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

    Rose-STL-Lab/dyffusion’s past year of commit activity
    Python 231 Apache-2.0 26 2 0 Updated Oct 27, 2025
  • LIMO Public

    generative model for drug discovery

    Rose-STL-Lab/LIMO’s past year of commit activity
    Python 64 18 1 0 Updated Oct 25, 2025
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