information

ndarray-based information theory utilities.

About

This is a crate to calculate information theory metrics with ndarray.

Check out the docs for usage and examples.

Functions

This calculates entropy, conditional_entropy, joint_entropy, mutual_information, and conditional_mutual_information.

Utilities

All of the above functions expect probability matrices - but this crate exposes some utility functions to build individual and joint probability densities for multiple variables using the prob* and hist* functions.