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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 156 20

  2. torchTS torchTS Public

    Time series forecasting with PyTorch

    Python 82 23

  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 21

  5. ECCO ECCO Public

    Python 53 4

  6. HDR-IL HDR-IL Public

    Python 41 4

Repositories

Showing 10 of 44 repositories
  • dyffusion Public

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

    Rose-STL-Lab/dyffusion’s past year of commit activity
    Python 156 Apache-2.0 20 3 0 Updated Oct 18, 2024
  • AnomLLM Public
    Rose-STL-Lab/AnomLLM’s past year of commit activity
    Jupyter Notebook 2 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
  • AutoSTPP Public

    Automatic Integration for Neural Spatio-Temporal Point Process models (AI-STPP) is a new paradigm for exact, efficient, non-parametric inference of point process. It is capable of learning complicated underlying intensity functions, like a damped sine wave.

    Rose-STL-Lab/AutoSTPP’s past year of commit activity
    Jupyter Notebook 24 MIT 2 0 0 Updated Oct 14, 2024
  • ATLAS Public
    Rose-STL-Lab/ATLAS’s past year of commit activity
    Python 1 0 0 0 Updated Oct 10, 2024
  • Interactive-Neural-Process Public
    Rose-STL-Lab/Interactive-Neural-Process’s past year of commit activity
    Python 5 1 0 0 Updated Oct 9, 2024
  • torchTS Public

    Time series forecasting with PyTorch

    Rose-STL-Lab/torchTS’s past year of commit activity
    Python 82 MIT 23 14 (4 issues need help) 25 Updated Oct 7, 2024
  • CopulaCPTS Public

    Code for Copula conformal prediction paper (ICLR 2024)

    Rose-STL-Lab/CopulaCPTS’s past year of commit activity
    Jupyter Notebook 21 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 21 7 0 0 Updated Sep 5, 2024
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