qii-tool 0.1.3

A package implements Quantitative Input Influence method

Quantitative Input Influence - an influence measures for Algorithmic Transparency

The qii_tool package is an implementation of the QII method proposed in the paper "Algorithmic Transparency via Quantitative Input Influence: Theory and Experiments with Learning Systems". The original paper discusses the transparency-privacy tradeoff, whereas this particular package only exploits its transparency aspect to be used as an influence measures - an instance of interpretable machine learning.

Install qii_tool on your system using:

pip install qii_tool

Examples can be found in this repository.