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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 136 13

  2. torchTS torchTS Public

    Time series forecasting with PyTorch

    Python 80 23

  3. LIMO LIMO Public

    generative model for drug discovery

    Python 59 14

  4. ECCO ECCO Public

    Python 53 4

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

    Turbulent flow network source code

    Jupyter Notebook 52 20

  6. HDR-IL HDR-IL Public

    Python 38 4

Repositories

Showing 10 of 43 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 5 0 0 0 Updated Jul 25, 2024
  • group-net Public
    Rose-STL-Lab/group-net’s past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated Jul 23, 2024
  • LIMO-Plus Public

    Follow-up study of LIMO by Vineet Thumuluri

    Rose-STL-Lab/LIMO-Plus’s past year of commit activity
    Python 0 0 0 0 Updated Jul 23, 2024
  • LaLiGAN Public

    Latent Space Symmetry Discovery.

    Rose-STL-Lab/LaLiGAN’s past year of commit activity
    Python 7 0 0 0 Updated Jul 12, 2024
  • torchTS Public

    Time series forecasting with PyTorch

    Rose-STL-Lab/torchTS’s past year of commit activity
    Python 80 MIT 23 14 (4 issues need help) 25 Updated Jul 9, 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 10 0 0 0 Updated Jun 22, 2024
  • MFRNP Public

    [ICML 2024] Multi Fidelity Residual Neural Process

    Rose-STL-Lab/MFRNP’s past year of commit activity
    Python 3 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 5 0 0 0 Updated Mar 21, 2024
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