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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 162 20

  2. torchTS torchTS Public

    Time series forecasting with PyTorch

    Python 83 22

  3. LIMO LIMO Public

    generative model for drug discovery

    Python 58 14

  4. Turbulent-Flow-Net Turbulent-Flow-Net Public

    Turbulent flow network source code

    Jupyter Notebook 57 22

  5. ECCO ECCO Public

    Python 52 4

  6. HDR-IL HDR-IL Public

    Python 45 4

Repositories

Showing 10 of 48 repositories
  • ATLAS Public
    Rose-STL-Lab/ATLAS’s past year of commit activity
    Python 1 0 0 0 Updated Nov 24, 2024
  • MF-LAL Public

    Multi-Fidelity Latent Space Active Learning

    Rose-STL-Lab/MF-LAL’s past year of commit activity
    Python 2 0 0 0 Updated Nov 13, 2024
  • symmetry-ode-discovery Public

    Official codebase for our NeurIPS paper, Symmetry-Informed Governing Equation Discovery.

    Rose-STL-Lab/symmetry-ode-discovery’s past year of commit activity
    Python 2 0 0 0 Updated Nov 13, 2024
  • torchTS Public

    Time series forecasting with PyTorch

    Rose-STL-Lab/torchTS’s past year of commit activity
    Python 83 MIT 22 14 (4 issues need help) 25 Updated Nov 4, 2024
  • spherical-dyffusion Public

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

    Rose-STL-Lab/spherical-dyffusion’s past year of commit activity
    3 Apache-2.0 0 0 0 Updated Oct 31, 2024
  • 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 17 0 0 0 Updated Oct 30, 2024
  • Multimodal_Forecasting Public
    Rose-STL-Lab/Multimodal_Forecasting’s past year of commit activity
    Jupyter Notebook 4 1 0 0 Updated Oct 28, 2024
  • dyffusion Public

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

    Rose-STL-Lab/dyffusion’s past year of commit activity
    Python 162 Apache-2.0 20 3 0 Updated Oct 18, 2024
  • AnomLLM Public
    Rose-STL-Lab/AnomLLM’s past year of commit activity
    Jupyter Notebook 3 MIT 0 0 0 Updated Oct 16, 2024
  • 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 Oct 16, 2024
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