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698 followers · 42 following
  • Aberdeen, Scotland

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Achievement: QuickdrawAchievement: YOLOAchievement: Starstruckx2Achievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

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andymcdgeo/README.md

Hey there and welcome to my GitHub Repo👋

I'm Andy, a petrophysicist / geoscientist with a passion for data science and machine learning. Over the past few years I have been interested in applying machine learning and data science techniques to petrophysical datasets, as well as exploring various libraries that can be used to visualise petrophysical and geoscience data. I also enjoy helping other geoscientists apply those techniques to their daily projects by sharing knowledge on YouTube, Medium and LinkedIn.

My main research interests are in data visualisation, data quality control and general machine learning applications in the geoscience domain.

Some of My Repositories that You May Find Interesting 🌎:

Python and Petrophysics Notebooks A series of Jupyter notebooks exploring how Python can be used to explore, analyse and visualise geological and petrophysical data.

SPWLA 2021 Machine Learning Workshop A machine learning workshop that was delivered as part of the SPWLA 2021 confernce. Subjects covered include data quality control, dealing with missing data, petrophysical property prediction and facies analysis through unsupervised learning techniques.

Python Notebooks to Accompany My YouTube Videos A series of notebooks that accompany the videos I regularly share on YouTube.

Find me on the web 🌎:

Latest Blog Posts:

Andy's github stats

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  1. Petrophysics-Python-Series Petrophysics-Python-Series Public

    A series of Jupyter notebooks showing how to load well log and petrophysical data in python.

    Lasso 286 133

  2. las_explorer las_explorer Public

    LAS Explorer is a Streamlit web app that allows you to understand the contents of a LAS file. Also includes the ability to identify missing data intervals.

    Python 41 20

  3. Petrophysics-and-Python Petrophysics-and-Python Public

    Python 12 3

  4. Synthetic_Log_Generator Synthetic_Log_Generator Public

    Generate synthetic well logs based on a simple Earth model.

    Python 6 3

  5. Andys_YouTube_Notebooks Andys_YouTube_Notebooks Public

    Jupyter Notebook 85 46

  6. pypetrophysics pypetrophysics Public

    Library of petrophysical calculations

    Python 16 1