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Pull requests: fairlearn/fairlearn
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Fixing failing estimator checks for the AdversarialFairnessRegressor
#1399
opened Jul 23, 2024 by
TamaraAtanasoska
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2 of 7 tasks
ENH Optimized Preprocessing Algorithm nips 2016
#1340
opened Jan 29, 2024 by
rakesh9177
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1 of 7 tasks
WIP: threshold optimizer with relaxed fairness constraint fulfillment
API
Anything which touches on the API
enhancement
New feature or request
#1248
opened Jun 28, 2023 by
AndreFCruz
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Draft
6 of 15 tasks
ENH Add post-processing algorithm "Discrimination Aware Decision Tree Learning" by Kamiran et al.
#1057
opened Apr 3, 2022 by
Hadyark
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5 tasks done
ENH add mitigation algorithm "Mechanisms for Fair Classification" by Zafar et al.
#1043
opened Mar 14, 2022 by
rensoostenbach
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4 tasks done
ENH Add "Reweighing"
enhancement
New feature or request
#1017
opened Feb 2, 2022 by
SeanMcCarren
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3 of 4 tasks
ENH WIP Arbitrary target labels instead of 0/1
#1006
opened Jan 12, 2022 by
SeanMcCarren
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1 of 3 tasks
ENH added agg argument to equalized odds difference and ratio to support "average odds"
enhancement
New feature or request
#960
opened Sep 24, 2021 by
IanEisenberg
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FEAT export InterpolatedThresholder as a public object and update its API (e.g., rename an argument)
API
Anything which touches on the API
enhancement
New feature or request
#918
opened Jul 25, 2021 by
romanlutz
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Add CDF_DemographicParity for regression
enhancement
New feature or request
stale
#563
opened Aug 20, 2020 by
leijie-wang
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What’s not been updated in a month: updated:<2024-07-19.