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 !Fairness Dataviz
Get instantly fairness insights by using fairness data visualization.
Simmilarity FairnessReliability Diagrams for calibration
A.I. - Fairness.
Assess and visualize easily your predictive model fairness :
Group Fairness Metrics : Statistical Parity , Equal Opportunity, Predictive Parity, Disparate Impact
Individual Fairness Metrics : Simmilarity based fairness ,
Recommendation systems
Apply fairness to recommendation systems and detect bias .
