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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 120 11

  2. torchTS torchTS Public

    Time series forecasting with PyTorch

    Python 79 23

  3. LIMO LIMO Public

    generative model for drug discovery

    Python 57 14

  4. ECCO ECCO Public

    Python 53 4

  5. Turbulent-Flow-Net Turbulent-Flow-Net Public

    Turbulent flow network source code

    Jupyter Notebook 50 20

  6. HDR-IL HDR-IL Public

    Python 38 4

Repositories

Showing 10 of 39 repositories
  • Zihao-s-Toolbox Public

    A toolbox of shared utilities across different projects.

    Rose-STL-Lab/Zihao-s-Toolbox’s past year of commit activity
    Python 4 0 0 0 Updated Jun 20, 2024
  • torchTS Public

    Time series forecasting with PyTorch

    Rose-STL-Lab/torchTS’s past year of commit activity
    Python 79 MIT 23 14 (4 issues need help) 25 Updated Jun 18, 2024
  • MFRNP Public

    [ICML 2024] Multi Fidelity Residual Neural Process

    Rose-STL-Lab/MFRNP’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Jun 5, 2024
  • DANP Public

    Domain Adversarial Neural Process

    Rose-STL-Lab/DANP’s past year of commit activity
    Python 0 0 0 0 Updated May 30, 2024
  • Teleportation-Optimization Public

    [ICLR 2024] Improving Convergence and Generalization Using Parameter Symmetries

    Rose-STL-Lab/Teleportation-Optimization’s past year of commit activity
    Python 25 2 0 0 Updated May 29, 2024
  • FS-CAP Public

    few-shot compound activity regression

    Rose-STL-Lab/FS-CAP’s past year of commit activity
    Python 0 0 0 0 Updated Mar 21, 2024
  • Approximately-Equivariant-Nets Public
    Rose-STL-Lab/Approximately-Equivariant-Nets’s past year of commit activity
    Python 16 1 1 0 Updated Mar 19, 2024
  • CopulaCPTS Public

    Code for Copula conformal prediction paper (ICLR 2024)

    Rose-STL-Lab/CopulaCPTS’s past year of commit activity
    Jupyter Notebook 17 MIT 3 0 0 Updated Feb 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 120 Apache-2.0 11 2 0 Updated Feb 13, 2024
  • Turbulent-Flow-Net Public

    Turbulent flow network source code

    Rose-STL-Lab/Turbulent-Flow-Net’s past year of commit activity
    Jupyter Notebook 50 20 0 0 Updated Dec 16, 2023
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