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An interactive visual app for building intuition about information theory

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Intuition Builder

Hone your intuition of information theory by estimating relative differences in mutual information of 2 visual datasets.

About

This repository contains code that launches a simple interactive app for honing your intuitive understanding of information-theoretic properties of 2 discrete variable systems. The following properties are included:

  • mutual information
  • conditional entropy

Usage

To run the app,

streamlit run app.py

Compatibility

Developed on Ubuntu 18.04 and Python 3.7

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An interactive visual app for building intuition about information theory

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