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Use SGeMS (Stanford Geostatistical Modeling Software) within Python.

Python 46 11 Updated Mar 8, 2023

Directly Conditional Facies Modeling Using an Improved Progressive Growing of Generative Adversarial Networks (GANs)

Jupyter Notebook 1 2 Updated Sep 4, 2020

Repository to accompany PyNoddy that includes inversion code

HTML 3 2 Updated Dec 21, 2020
Jupyter Notebook 178 60 Updated Aug 14, 2021

List of Computer Science courses with video lectures.

66,748 9,088 Updated Sep 13, 2024

Geophysical Tutorials for 2016

Jupyter Notebook 1 Updated Oct 27, 2016

5-day course on Geostatistics, Data Analytics and Machine Learning

Jupyter Notebook 19 11 Updated May 16, 2019

1 Day Machine Learning Course

Jupyter Notebook 27 12 Updated Jul 22, 2019

A set of numerical demonstrations in Excel to assist with teaching / learning concepts in probability, statistics, spatial data analytics and geostatistics. I hope these resources are helpful, Prof…

105 48 Updated Jul 5, 2024

An open-source, low-code machine learning library in Python

Jupyter Notebook 8,854 1,765 Updated Aug 30, 2024

Basic Well Log Interpretation with python, pandas, matplotlib

Lasso 133 91 Updated May 6, 2022

A python package with useful functions for well log interpretation.

Python 68 40 Updated May 6, 2022