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132 followers · 108 following

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Achievements

Achievement: YOLOAchievement: QuickdrawAchievement: Pull Sharkx2Achievement: StarstruckAchievement: Arctic Code Vault Contributor

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ThomasMGeo/README.md

Hi there 🤙

  • 🔭 I’m currently working on Earth Systems Science ML training and development at Unidata
  • 🌱 I’m researching how to best put models in production & methane emission tracking techniques
  • 💬 Ask me about: 🚵 and the intersection of geology & code
  • 📫 How to reach me: tmartin at ucar dot edu
  • 😄 Pronouns: he/him
  • ⚡ Fun fact: Lived in 🌋 Hawai'i 🌋

Latest blog post is found here.

Past research on core-based ML is here and downhole geophysics ML is here.

Pinned Loading

  1. LewisML LewisML Public

    Machine Learning Models of Lewis Fm.

    Jupyter Notebook 5 1

  2. T21-well-data-bonanza T21-well-data-bonanza Public

    Software Underground Transform 2021 Talk on well data. All doable using Google Colab.

    Lasso 4 6

  3. Transform2020 Transform2020 Public

    Intro to basic subsurface workflows using Google Colab

    Lasso 17 7

  4. plotLAS plotLAS Public

    Simple plotting routine for ASCII well log data. Depends on lasio.

    Jupyter Notebook 13 4

  5. 1Minute_Python 1Minute_Python Public

    Quick python, mainly dealing with dataframes and .las files

    Lasso 11 3

  6. rgmyr/corebreakout rgmyr/corebreakout Public

    Segmentation and depth-alignment of geological core sample image columns via Mask-RCNN

    Python 24 15