Explained Visually provides interactive, visual explanations of mathematical processes commonly used in science, such as eigenvectors/eigenvalues, least squares, and principal component analysis. The ability to interactively change the values in the examples and have the new result instantly displayed greatly helps with understanding.

PCA

Explained Visually is inspired by Bret Victor’s Explorable Explanations.