Index

B

BinaryClassificationMetrics (class in jurity.classification) BinaryClassificationMetrics.Accuracy (class in jurity.classification) BinaryClassificationMetrics.AUC (class in jurity.classification) BinaryClassificationMetrics.F1 (class in jurity.classification) BinaryClassificationMetrics.Precision (class in jurity.classification) BinaryClassificationMetrics.Recall (class in jurity.classification) BinaryFairnessMetrics (class in jurity.fairness) BinaryFairnessMetrics.AverageOdds (class in jurity.fairness) BinaryFairnessMetrics.EqualOpportunity (class in jurity.fairness)

BinaryFairnessMetrics.FNRDifference (class in jurity.fairness) BinaryFairnessMetrics.FORDifference (class in jurity.fairness) BinaryFairnessMetrics.GeneralizedEntropyIndex (class in jurity.fairness) BinaryFairnessMetrics.PredictiveEquality (class in jurity.fairness) BinaryFairnessMetrics.TheilIndex (class in jurity.fairness) BinaryMitigation (class in jurity.mitigation) BinaryMitigation.EqualizedOdds (class in jurity.mitigation) BinaryRecoMetrics (class in jurity.recommenders) BinaryRecoMetrics.AUC (class in jurity.recommenders) BinaryRecoMetrics.CTR (class in jurity.recommenders)

D

DisparateImpact (jurity.fairness.BinaryFairnessMetrics attribute) (jurity.fairness.MultiClassFairnessMetrics attribute)

DiversityRecoMetrics (class in jurity.recommenders) DiversityRecoMetrics.InterListDiversity (class in jurity.recommenders) DiversityRecoMetrics.IntraListDiversity (class in jurity.recommenders)

F

fit() (jurity.mitigation.BinaryMitigation.EqualizedOdds method)

fit_transform() (jurity.mitigation.BinaryMitigation.EqualizedOdds method)

G

get_all_scores() (jurity.fairness.BinaryFairnessMetrics static method) (jurity.fairness.MultiClassFairnessMetrics static method) get_score() (jurity.classification.BinaryClassificationMetrics.Accuracy static method) (jurity.classification.BinaryClassificationMetrics.AUC static method) (jurity.classification.BinaryClassificationMetrics.F1 static method) (jurity.classification.BinaryClassificationMetrics.Precision static method) (jurity.classification.BinaryClassificationMetrics.Recall static method) (jurity.fairness.BinaryFairnessMetrics.AverageOdds static method) (jurity.fairness.BinaryFairnessMetrics.EqualOpportunity static method) (jurity.fairness.BinaryFairnessMetrics.FNRDifference static method) (jurity.fairness.BinaryFairnessMetrics.FORDifference static method) (jurity.fairness.BinaryFairnessMetrics.GeneralizedEntropyIndex method) (jurity.fairness.BinaryFairnessMetrics.PredictiveEquality static method) (jurity.fairness.BinaryFairnessMetrics.TheilIndex method) (jurity.recommenders.BinaryRecoMetrics.AUC method) (jurity.recommenders.BinaryRecoMetrics.CTR method) (jurity.recommenders.DiversityRecoMetrics.InterListDiversity method) (jurity.recommenders.DiversityRecoMetrics.IntraListDiversity method) (jurity.recommenders.RankingRecoMetrics.MAP method) (jurity.recommenders.RankingRecoMetrics.NDCG method) (jurity.recommenders.RankingRecoMetrics.Precision method) (jurity.recommenders.RankingRecoMetrics.Recall method)

J

jurity module

M

module jurity

MultiClassFairnessMetrics (class in jurity.fairness)

R

RankingRecoMetrics (class in jurity.recommenders) RankingRecoMetrics.MAP (class in jurity.recommenders)

RankingRecoMetrics.NDCG (class in jurity.recommenders) RankingRecoMetrics.Precision (class in jurity.recommenders) RankingRecoMetrics.Recall (class in jurity.recommenders)

S

StatisticalParity (jurity.fairness.BinaryFairnessMetrics attribute) (jurity.fairness.MultiClassFairnessMetrics attribute)

T

transform() (jurity.mitigation.BinaryMitigation.EqualizedOdds method)