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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 148 18

  2. torchTS torchTS Public

    Time series forecasting with PyTorch

    Python 81 23

  3. LIMO LIMO Public

    generative model for drug discovery

    Python 59 14

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

    Turbulent flow network source code

    Jupyter Notebook 57 20

  5. ECCO ECCO Public

    Python 53 4

  6. HDR-IL HDR-IL Public

    Python 40 4

Repositories

Showing 10 of 43 repositories
  • 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 2, 2024
  • group-net Public
    Rose-STL-Lab/group-net’s past year of commit activity
    Python 1 0 0 0 Updated Oct 2, 2024
  • CopulaCPTS Public

    Code for Copula conformal prediction paper (ICLR 2024)

    Rose-STL-Lab/CopulaCPTS’s past year of commit activity
    Jupyter Notebook 20 MIT 4 1 0 Updated Sep 26, 2024
  • 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 8 0 0 0 Updated Sep 8, 2024
  • Spatiotemporal_UQ Public

    Uncertainty Quantification for Deep Spatiotemporal Forecasting

    Rose-STL-Lab/Spatiotemporal_UQ’s past year of commit activity
    Python 20 7 0 0 Updated Sep 5, 2024
  • FS-CAP Public

    few-shot compound activity regression

    Rose-STL-Lab/FS-CAP’s past year of commit activity
    Python 9 0 0 0 Updated Aug 19, 2024
  • LaLiGAN Public

    Latent Space Symmetry Discovery.

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

    Time series forecasting with PyTorch

    Rose-STL-Lab/torchTS’s past year of commit activity
    Python 81 MIT 23 14 (4 issues need help) 25 Updated Aug 5, 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 1 0 0 Updated Jul 23, 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 13 0 0 0 Updated Jun 22, 2024
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