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    118 repositories

    • MLGEO2024_liamkp

      Public
      Liam's repository for 2024
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Mar 3, 2025Mar 3, 2025

    • MLGEO2024_Geldingadalir

      Public
      This repository contains a project analyzing seismic tremor signals from Iceland's 2021 Geldingadalir eruption. Utilizing unsupervised machine learning, specifically Deep Embedded Clustering (DEC), the study aims to identify hidden patterns in continuous seismic data to enhance understanding of volcanic activity. Project for ESS 469/569 at UW.
      Jupyter Notebook
      •
      MIT License
      •4•4•0•0•Updated Feb 27, 2025Feb 27, 2025

    • MLGeo-image

      Public
      Docker image for ESS 469/569 JupyterHub
      MIT License
      •1•0•0•1•Updated Jan 20, 2025Jan 20, 2025

    • MLGEO2024_TC_Tracks_Intensity

      Public
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Dec 14, 2024Dec 14, 2024

    • MLGEO2024_Lightning_Aerosol_Interactions

      Public
      ML Project investigating the links between lightning and aerosol concentrations in the Continental United States
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Dec 12, 2024Dec 12, 2024

    • MLGEO2024_NaCl_EoS

      Public
      Fall 2024 ESS 569 project to increase efficiency of equation of state calculations for NaCl(aq) up to 10 GPa, 8 mol/kg.
      Python
      •
      MIT License
      •0•0•0•0•Updated Dec 12, 2024Dec 12, 2024

    • MLGEO2024_DASclassification

      Public
      Jupyter Notebook
      •
      MIT License
      •0•2•0•0•Updated Dec 12, 2024Dec 12, 2024

    • MLGEO2024_AObuoypredict

      Public
      Autumn 2024 project to predict buoy positions in the Arctic Ocean
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated Dec 12, 2024Dec 12, 2024

    • MLGEO2024_MarsFans

      Public
      Mapping alluvial fans on Mars
      Jupyter Notebook
      •
      MIT License
      •2•1•0•0•Updated Dec 11, 2024Dec 11, 2024

    • MLGEO2024_ForestMort

      Public
      Modeling tree mortality with LST (and other things)
      Jupyter Notebook
      •
      MIT License
      •2•0•0•0•Updated Dec 11, 2024Dec 11, 2024

    • ESS569_AI_data_HoPark

      Public
      Repository for ESS 569's final project data
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated Dec 10, 2024Dec 10, 2024

    • MLGEO2024_SnowDepth

      Public
      ESS 469/569 final project 2024
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •0•0•0•0•Updated Dec 10, 2024Dec 10, 2024

    • Glossary

      Public
      Repository to collect important concepts
      MIT License
      •15•0•0•6•Updated Dec 10, 2024Dec 10, 2024

    • Cloud_fraction_Atlantic2024

      Public
      ML project idenifying cloud morphologies
      Jupyter Notebook
      •
      MIT License
      •3•1•0•1•Updated Dec 10, 2024Dec 10, 2024

    • MLGEO2024_SeaIcePrediction

      Public
      Sky Gale, Joey Rotondo, and Geraint Webb final project
      pinnseasurfacetemperatureseaice
      Jupyter Notebook
      •
      MIT License
      •1•1•0•0•Updated Dec 6, 2024Dec 6, 2024

    • MLGEO2024_Snowflake_Classification

      Public
      For the UW-MLGEO 2024 final project. This project will focus on using a CCN to classify ice crystals images sampled in a snow storm.
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated Dec 6, 2024Dec 6, 2024

    • MLGEO2024_skycgale

      Public
      Sky Gale's repository for ML in Geosciences
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated Nov 8, 2024Nov 8, 2024

    • MLGEO2024_jensencc

      Public
      Claire Jensen's ML Geo 2024 repository
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Oct 24, 2024Oct 24, 2024

    • MLGeo-dataset

      Public
      Repository to store small curated data sets and scripts to download more data
      Jupyter Notebook
      •
      Other
      •11•0•0•0•Updated Oct 22, 2024Oct 22, 2024

    • MLGEO2024_vmunte

      Public
      Vlad's Repository for ESS 469
      Jupyter Notebook
      •0•0•0•0•Updated Oct 14, 2024Oct 14, 2024

    • MLGEO2024_adaley

      Public
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Oct 11, 2024Oct 11, 2024

    • MLGeo_kkhpark24

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Oct 11, 2024Oct 11, 2024

    • MLGeo_celtong

      Public
      MIT License
      •0•0•0•0•Updated Oct 9, 2024Oct 9, 2024

    • mlgeo2024_jenwils

      Public
      MLGEO 2024 repo for Jen Wilson
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Oct 8, 2024Oct 8, 2024

    • erfanbh

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Oct 7, 2024Oct 7, 2024

    • ML_GEO2024_ayushg12

      Public
      Ayush Gupta's ML GEO2024 repository
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Oct 5, 2024Oct 5, 2024

    • MLGEO2024_JinsuJ

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Oct 4, 2024Oct 4, 2024

    • MLGEO2024_kperks

      Public
      Kasia Perk's ML GEO 2024 repository
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Oct 4, 2024Oct 4, 2024

    • MLGEO2024_rudra

      Public
      Rudra Singh's repo for ESS 469.
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Oct 4, 2024Oct 4, 2024

    • MLGEO2024_arose17

      Public
      Alex Rose's Repository for MLGEO2024
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Oct 4, 2024Oct 4, 2024