andymcdgeo/Petrophysics-and-Python

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Python
Created over 6 years ago
Updated almost 5 years ago

andymcdgeo/Petrophysics-and-Python

andymcdgeo

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Petrophysics-Python-Series

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

Andys_YouTube_Notebooks

Jupyter Notebook

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.

Unsupervised_Facies_Clustering

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

Jupyter Notebook

streamlit_tutorial_series

pypetrophysics

Library of petrophysical calculations

spwla_2022_machine_learning_workshop

Jupyter Notebook

Synthetic_Log_Generator

Generate synthetic well logs based on a simple Earth model.

welly_petrophysics_notebooks

Jupyter Notebook

Petrophysical_Property_Prediction_With_ML

seaborn_tutorial_series

Jupyter Notebook

missingno_tutorial

Jupyter Notebook

notion_academic

Machine-Learning-Sandpit

Jupyter Notebook

force2020_lith_prediction

Jupyter Notebook

andymcdgeo

pywells

real_time_log_data_simulator

Experiment to create real time simulations of log data

Udemy-Python-Bootcamp

Simple Python scripts created whilst working through the course

spwla_volve

pypplog

ExploratoryDataAnalysis_YT

Notebooks Demonstrating Python EDA Tools

Jupyter Notebook

PY-NATO-Text-Converter

Converts each character in a text string to the NATO phonetic alphabet.

Jupyter Notebook