Repositories list

• mlgeo-book

  Public
  Instructor version of the GeoSMART curriculum book for ESS 469/569

  pythonopen-sourcemachine-learning+ 2geosciencecurriculum-learning

  Jupyter Notebook

  •

  MIT License

  •6•10•5•0•Updated Oct 15, 2025Oct 15, 2025

• SnowCast

  Public
  SnowCast team SkiingPeople

  Python

  •

  MIT License

  •3•2•1•1•Updated Sep 17, 2025Sep 17, 2025

• deep-snow

  Public
  Machine learning models for remote sensing snow depth retrieval

  Jupyter Notebook

  •

  BSD 3-Clause "New" or "Revised" License

  •16•19•0•0•Updated Aug 18, 2025Aug 18, 2025

• geo-smart.github.io

  Public
  Organization website and blog for GeoSMART, dedicated to expanding the role of ML in the geosciences.

  HTML

  •4•2•2•0•Updated Jul 28, 2025Jul 28, 2025

• oceanography

  Public template
  Rob's oceanography project translated into Geo-Smart Jupyter Book space

  Jupyter Notebook

  •

  MIT License

  •12•0•0•0•Updated May 5, 2025May 5, 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 Feb 19, 2025Feb 19, 2025

• simple-template

  Public template
  minimal jupyterbook

  Jupyter Notebook

  •

  MIT License

  •12•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

• 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

• 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•9•0•0•Updated Dec 12, 2024Dec 12, 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

  •12•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•3•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

  •56k•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