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A package implements Quantitative Input Influence method

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Quantitative Input Influence - an influence measures for Algorithmic Transparency

The qii 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 on your system using:

pip install qii-tool

Examples can be found in this repository.

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