This is an implementation of Pricipal Component Analysis Algorithm that makes use of covariance method. For the theoretical descirption of the algorithm, please refer to the following link: https://en.wikipedia.org/wiki/Principal_component_analysis.

This plot belows shows how inital data were transformed to new coordinates with maximum covariances of each features: