Machine Learning, Data Science, Geoscience, Artificial Intelligence, AI.
we use. There are two different methods in dimensionality reduction: Linear (Principal Component Analysis) or Non-Linear (Manifold Learning). In this article we will implement and compare these two methods using well log data. Basic Theory Principal Component Analysis Principal Component Analysis