This is the repo for the article, Geochemical Facies Analysis using Unsupervised Machine Learning, that appeared in the January 2018 CSEG Recorder, focused on Machine Learning.
This tutorial demonstrates how dimensionality reduction and unsupervised machine learning can be used to analyze X-ray fluorescence measurements of cuttings samples.
The notebook contains the article and the full code used to generate the results.