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    64 repositories

    • oceanography

      Public template
      Rob's oceanography project translated into Geo-Smart Jupyter Book space
      Jupyter Notebook
      •
      MIT License
      •11•0•0•0•Updated Feb 18, 2025Feb 18, 2025

    • simple-template

      Public template
      minimal jupyterbook
      Jupyter Notebook
      •
      MIT License
      •11•0•0•0•Updated Feb 18, 2025Feb 18, 2025

    • swe_site

      Public
      SWE website
      JavaScript
      •
      MIT License
      •2•0•0•1•Updated Feb 8, 2025Feb 8, 2025

    • SnowCast

      Public
      SnowCast team SkiingPeople
      Python
      •
      MIT License
      •3•2•1•1•Updated Feb 1, 2025Feb 1, 2025

    • mlgeo-book

      Public
      Instructor version of the GeoSMART curriculum book for ESS 469/569
      pythonopen-sourcemachine-learninggeosciencecurriculum-learning
      Jupyter Notebook
      •
      MIT License
      •4•6•5•0•Updated Jan 29, 2025Jan 29, 2025

    • mlgeo-book-student

      Public
      Student version of the GeoSMART curriculum book for ESS 469/569 with exercises left blank
      Jupyter Notebook
      •
      MIT License
      •6•5•3•0•Updated Jan 29, 2025Jan 29, 2025

    • mind-the-chl-gap

      Public
      Developing gap-filling neural net algorithms for Chlorophy-a maps using neural networks
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •1•0•0•0•Updated Jan 5, 2025Jan 5, 2025

    • swe-workflow-book

      Public
      Jupyter Book explaining how to measure Snow Water Equivalent using machine learning and remote sensing data
      Jupyter Notebook
      •
      MIT License
      •6•3•2•1•Updated Dec 19, 2024Dec 19, 2024

    • flood-risk-ml-tutorial

      Public
      A machine learning tutorial demonstrating building classification for flood risk assessment
      Jupyter Notebook
      •
      MIT License
      •0•6•0•0•Updated Dec 12, 2024Dec 12, 2024

    • deep-snow

      Public
      Neural networks for Sentinel-1 SAR backscatter snow depth retrieval
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •10•13•0•0•Updated Oct 31, 2024Oct 31, 2024

    • splashpage

      Public
      Splash page for hackweek event advertisement and links to past events
      HTML
      •
      MIT License
      •1•0•0•1•Updated Oct 7, 2024Oct 7, 2024

    • website-2024

      Public
      Event-specific jupyterbook for 2024 hackweek
      Jupyter Notebook
      •
      MIT License
      •4•1•2•0•Updated Sep 26, 2024Sep 26, 2024

    • use_case_template

      Public template
      Template jupyter notebook to streamline process of use case book creation
      Jupyter Notebook
      •
      MIT License
      •11•1•2•1•Updated Sep 13, 2024Sep 13, 2024

    • scm_geosmart_use_case

      Public
      ML for Snow Cover Mapping: A GeoSMART Use Case Book
      pythonmachine-learningearth-science
      Jupyter Notebook
      •
      MIT License
      •5•3•3•0•Updated Sep 9, 2024Sep 9, 2024

    • xai_sedimentation_use_case_book

      Public
      This is the Jupyter book for the XAI use case in sedimentation.
      Jupyter Notebook
      •
      MIT License
      •1•1•3•0•Updated Sep 9, 2024Sep 9, 2024

    • swe_forecasting_prod

      Public
      Production oriented SWE forecasting using machine learning and Geoweaver
      Jupyter Notebook
      •
      MIT License
      •3•3•0•0•Updated Aug 23, 2024Aug 23, 2024

    • multi-gpr-soil

      Public
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •3•2•1•0•Updated Aug 23, 2024Aug 23, 2024

    • gstatsim_geoweaver_demo

      Public
      Demonstration workflow of GStatSIM use case
      Python
      •1•0•0•0•Updated Jul 25, 2024Jul 25, 2024

    • sca_mapping_geoweaver

      Public
      Geoweaver workflow for SCA mapping task.
      geoweaver-workflow
      Python
      •1•0•0•0•Updated Jul 25, 2024Jul 25, 2024

    • autosai

      Public
      AutoML for scientific AI research tasks
      Python
      •1•0•0•0•Updated Jun 24, 2024Jun 24, 2024

    • ocean

      Public
      ocean data analysis -- photic zone emphasis -- based on the OOI Regional Cabled Array shallow profilers
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •1•2•0•0•Updated Jun 17, 2024Jun 17, 2024

    • generative-ai-for-beginners

      Public
      18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
      Jupyter Notebook
      •
      MIT License
      •37k•0•0•0•Updated Jun 14, 2024Jun 14, 2024

    • GStatSim

      Public
      Geostatistical functions for interpolating and simulating geospatial phenomena
      Jupyter Notebook
      •1•0•2•1•Updated Jun 7, 2024Jun 7, 2024

    • water-surf

      Public
      Image dataset relalignment workflow with computer vision, plus automated river segmentation using Meta's SAM.
      geospatialsemantic-segmentationsegment-anything
      Jupyter Notebook
      •
      MIT License
      •3•9•0•0•Updated Jun 6, 2024Jun 6, 2024

    • _2024-hackweek-website

      Public
      This was a landing page for the GeoSmart Hackweek website 2024
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated May 7, 2024May 7, 2024

    • AI-for-sea-ice-forecasting

      Public
      Jupyter Notebook
      •
      MIT License
      •0•0•2•0•Updated Apr 22, 2024Apr 22, 2024

    • Flood-risk-ML

      Public
      Jupyter Notebook
      •
      MIT License
      •1•0•6•0•Updated Apr 22, 2024Apr 22, 2024

    • AI-for-physics-inspired-hydrology-modeling

      Public
      Jupyter Notebook
      •
      MIT License
      •0•0•2•0•Updated Apr 22, 2024Apr 22, 2024

    • snowcover

      Public
      Mapping Snow Cover Using UNet-Based Deep Learning Architecture (SnowCoverNet)
      geosmart-snow
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •0•0•0•0•Updated Apr 18, 2024Apr 18, 2024

    • GeoSmart_ML_Tutorial

      Public template
      Snow-ML jupyter notebook
      geosmart-tutorialgeosmart-snow
      Jupyter Notebook
      •
      MIT License
      •11•0•2•0•Updated Apr 5, 2024Apr 5, 2024