Repositories list

• swe-workflow-book

  Public
  Jupyter Book explaining how to measure Snow Water Equivalent using machine learning and remote sensing data

  Jupyter Notebook

  •

  MIT License

  •5•3•11•2•Updated Nov 7, 2024Nov 7, 2024

• mlgeo-book

  Public
  Student version of the GeoSMART curriculum book for ESS 469/569 with exercises left blank

  Jupyter Notebook

  •

  MIT License

  •5•4•3•0•Updated Nov 6, 2024Nov 6, 2024

• oceanography

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

  Jupyter Notebook

  •

  MIT License

  •10•0•0•0•Updated Nov 3, 2024Nov 3, 2024

• deep-snow

  Public
  Neural networks for Sentinel-1 SAR backscatter snow depth retrieval

  Jupyter Notebook

  •

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

  •10•12•0•0•Updated Oct 31, 2024Oct 31, 2024

• SnowCast

  Public
  SnowCast team SkiingPeople

  Python

  •

  MIT License

  •3•2•1•1•Updated Oct 8, 2024Oct 8, 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

• simple-template

  Public template
  minimal jupyterbook

  Jupyter Notebook

  •

  MIT License

  •10•0•0•0•Updated Sep 13, 2024Sep 13, 2024

• use_case_template

  Public template
  Template jupyter notebook to streamline process of use case book creation

  Jupyter Notebook

  •

  MIT License

  •10•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

• 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 Sep 6, 2024Sep 6, 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•1•1•0•Updated Aug 23, 2024Aug 23, 2024

• swe_site

  Public
  SWE website

  JavaScript

  •

  MIT License

  •0•0•0•0•Updated Aug 21, 2024Aug 21, 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

  •33k•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•10•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

  •10•0•2•0•Updated Apr 5, 2024Apr 5, 2024

• 2023-hackweek-website

  Public
  GeoSmart Hackweek website 2023

  Jupyter Notebook

  •

  MIT License

  •13•5•0•0•Updated Mar 15, 2024Mar 15, 2024

• flood-risk-ml-tutorial

  Public
  A machine learning tutorial demonstrating building classification for flood risk assessment

  Jupyter Notebook

  •

  MIT License

  •0•5•0•0•Updated Feb 13, 2024Feb 13, 2024