Kafkanator
Data Science Fairness API focused on Visualization
An API build in python to help data scientist to get insights about business fairness.
Check the white paper !A.I. - Fairness.
Assess and visualize easily your predictive model fairness :
Fairness Metrics : Statistical Parity , Equal Opportunity, Predictive Parity, Disparate Impact
Recommendation systems
Apply fairness to recommendation systems and detect bias .
Inequality Indexes.
Apply quickly and easily most common economic inequality indexes in your pandas DataFrame.
Inequality measures : Lorentz Curve, Gini Index, Theil-T Index, Theil-L Index, Robin Hood Index
