Skip to content

@Rose-STL-Lab Spatiotemporal Machine Learning

All

    Repositories list

    68 repositories

    • SINDyffuse

      Public
      Python
      •0•0•0•0•Updated Sep 9, 2026Sep 9, 2026

    • torchTS

      Public
      Time series forecasting with PyTorch
      machine-learningdeep-learningtime-series
      machine-learningdeep-learningtime-seriespytorchpytorch-lightning
      Python
      •
      MIT License
      •23•85•14•25•Updated Sep 7, 2026Sep 7, 2026

    • nautilus_tutorial

      Public
      Python
      •2•9•0•1•Updated Sep 7, 2026Sep 7, 2026

    • divide-n-learn

      Public
      [ICML 2026] Divide & Learn: Multi-Objective Combinatorial Optimization at Scale.
      multi-objectiveonline-learningcombinatorial-optimization
      multi-objectiveonline-learningcombinatorial-optimization
      Python
      •
      MIT License
      •0•1•0•0•Updated Aug 16, 2026Aug 16, 2026

    • CopulaCPTS

      Public
      Code for Copula conformal prediction paper (ICLR 2024)
      Jupyter Notebook
      •
      MIT License
      •5•33•1•0•Updated Aug 11, 2026Aug 11, 2026

    • SimulCost-Bench

      Public
      SimulCost: A Cost-Aware Benchmark for Automating Physics Simulations with LLMs | ICML 2026
      Python
      •
      Apache License 2.0
      •0•4•0•0•Updated Aug 7, 2026Aug 7, 2026

    • ExperimentalLIMO-FastSimilaritySearch

      Public
      Python
      •0•0•0•0•Updated Jul 24, 2026Jul 24, 2026

    • Adapting-While-Learning

      Public
      Grounding LLMs with physics
      Python
      •0•7•0•0•Updated Jul 18, 2026Jul 18, 2026

    • PG-BIG

      Public
      PG-BIG: Personalize Guidance for Biomechanically Informed GenAI
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Jun 28, 2026Jun 28, 2026

    • u-cast

      Public
      [ICML 2026] U-Cast: A Surprisingly Simple and Efficient Frontier Probabilistic AI Weather Forecaster
      probabilistic-forecastingweather-forecastingensemble-forecasting
      probabilistic-forecastingweather-forecastingensemble-forecasting
      Python
      •
      Apache License 2.0
      •3•42•2•0•Updated Jun 5, 2026Jun 5, 2026

    • tvl-alignment

      Public
      [ICML 2026] Time Series, Vision, and Language: Exploring the Limits of Alignment in Contrastive Representation Spaces
      Python
      •
      MIT License
      •0•4•0•0•Updated May 28, 2026May 28, 2026

    • demystifying-mergeability

      Public
      ICML codebase for the paper "Demystifying Mergeability: Interpretable Properties to Predict Model Merging Success"
      Python
      •
      MIT License
      •0•3•0•0•Updated May 27, 2026May 27, 2026

    • RecFM

      Public
      Official implementation of "Recursive Flow Matching"
      0•15•2•0•Updated May 13, 2026May 13, 2026

    • rose-stl-lab.github.io

      Public
      UCSD RoseLab Server Documentation
      0•1•0•0•Updated Apr 29, 2026Apr 29, 2026

    • Zephyrus

      Public
      [ICLR 2026] Zephyrus: An Agentic Framework For Weather Science
      Python
      •
      MIT License
      •2•14•0•0•Updated Mar 27, 2026Mar 27, 2026

    • MFRNP

      Public
      [ICML 2024] Multi Fidelity Residual Neural Process
      Python
      •
      MIT License
      •1•12•0•0•Updated Mar 18, 2026Mar 18, 2026

    • CORMPO

      Public
      Clinically-aware OOD-regularized Model-based Policy Optimization (CORMPO), a density-regularized offline RL algorithm.
      Python
      •1•0•0•0•Updated Nov 28, 2025Nov 28, 2025

    • ml-hilbert

      Public
      Python
      •
      Other
      •10•48•0•0•Updated Oct 31, 2025Oct 31, 2025

    • dyffusion

      Public
      [NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting
      machine-learningdeep-learningpytorch
      machine-learningdeep-learningpytorchdiffusionprobabilistic-forecastingneuripsspatiotemporal-forecastingdiffusion-modelspytorch-lightningensemble-forecasts
      Python
      •
      Apache License 2.0
      •26•235•2•0•Updated Oct 27, 2025Oct 27, 2025

    • LIMO

      Public
      generative model for drug discovery
      Python
      •
      Other
      •18•65•1•0•Updated Oct 25, 2025Oct 25, 2025

    • CPTC

      Public
      Conformal Prediction for Time-series Forecasting with Change Points
      Jupyter Notebook
      •10•28•0•0•Updated Oct 18, 2025Oct 18, 2025

    • UCSD-OpenCap-Fitness-Dataset

      Public
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •0•2•0•0•Updated Sep 25, 2025Sep 25, 2025

    • SPACY

      Public
      Python
      •3•18•0•0•Updated Jul 8, 2025Jul 8, 2025

    • BIGE

      Public
      BIGE is a framework for generative models to adhere to clinician-defined constraints. To generate realistic motion, our method uses a biomechanically informed s…
      Jupyter Notebook
      •
      Apache License 2.0
      •0•6•1•0•Updated Jun 27, 2025Jun 27, 2025

    • MCD

      Public
      Implementation of the ICML 2024 paper "Discovering Mixtures of Structural Causal Models from Time Series Data"
      Python
      •2•26•0•0•Updated Jun 26, 2025Jun 26, 2025

    • AtlasD

      Public
      Python
      •2•5•0•0•Updated Jun 15, 2025Jun 15, 2025

    • LieGAN

      Public
      Jupyter Notebook
      •7•39•0•0•Updated May 23, 2025May 23, 2025

    • GLEAM-API

      Public
      API interface to connect GLEAM-AI model and Simulation
      Python
      •0•1•0•0•Updated Mar 17, 2025Mar 17, 2025

    • genie-climaqa

      Public
      [ICLR 2025] ClimaQA: An Automated Evaluation Framework for Climate Question Answering Models
      Python
      •
      Apache License 2.0
      •1•3•0•0•Updated Mar 14, 2025Mar 14, 2025

    • Turbulent-Flow-Net

      Public
      Turbulent flow network source code
      Jupyter Notebook
      •24•72•1•0•Updated Mar 14, 2025Mar 14, 2025
    ProTip! When viewing an organization's repositories, you can use the props. filter to filter by custom property.