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ModelOriented
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fairmodels
Flexible tool for bias detection, visualization, and mitigation
https://fairmodels.drwhy.ai/
GNU General Public License v3.0
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Fairness check
#5
Closed
jakwisn
closed
4 years ago
jakwisn
commented
4 years ago
Architecture changed:
fairness check now generates fairness object
when plotted it is the same as for fairness check
fairness check aggregates fairness objects and explainers
label and cutoff work only for explainers
cutoff is now a list of cutoffs for all explained models, so when new explainer is added it just appends to list. Same for labels
polished other functions and plots
examples now containing german credit data - smaller and faster
vignette changed, now has more information about fairness_check
better error handling
Architecture changed: