andymcdgeo

Andy McDonald's repositories

Petrophysics-Python-Series

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

Language:LassoMIT273 34 5

Andys_YouTube_Notebooks

Language:Jupyter Notebook78 100

las_explorer

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.

Language:Python37 4 4

streamlit_tutorial_series

Language:PythonMIT22 30

cookiecutter-streamlit

Language:Python20 10

Unsupervised_Facies_Clustering

An example of carrying out unsupervised cluster analysis for facies prediction from Well Logs

Language:Jupyter Notebook17 20

pypetrophysics

Library of petrophysical calculations

Language:PythonApache-2.014 20

spwla_2022_machine_learning_workshop

Language:Jupyter NotebookMIT10 20

welly_petrophysics_notebooks

Language:Jupyter Notebook5 20

missingno_tutorial

Language:Jupyter Notebook4 20

spwla2021_ml_workshop

Repository for the 2022 Machine Learning workshop

Language:Jupyter NotebookMIT4 10

andymcdgeo

3 20

andymcdgeo_examples

A collection of Notebooks and Scripts used in my YouTube videos, Website and Medium Articles from 2023 onwards

Language:Jupyter NotebookMIT3 10

ML-and-DS-Geoscience-Papers

A collection of published papers, abstracts, and introductory articles of Machine Learning and Data Science related to applications on Geoscience and Hydrocarbon exploration.

3 10