Index

_

__call__() (BinomialDistance method) (CategoricalDistanceMetric method) (ContinuousDistanceMetric method) (DistanceMetric method) (EarthMoversDistance method) (HellingerDistance method) (JensenShannonDivergence method) (KolmogorovSmirnovDistance method) (KruskalWallis method) (KullbackLeiblerDivergence method) (MeanDistance method) (Norm method)

__init__() (BinomialDistance method) (CategoricalDistanceMetric method) (ContinuousDistanceMetric method) (DistanceMetric method) (EarthMoversDistance method) (FairnessScorer method) (HellingerDistance method) (JensenShannonDivergence method) (KolmogorovSmirnovDistance method) (KruskalWallis method) (KullbackLeiblerDivergence method) (MeanDistance method) (Norm method)

A

attr_distr_plot() (in module fairlens.plot.distr)

auto_distance() (in module fairlens.metrics.unified)

B

BinomialDistance (class in fairlens.metrics.distance) binominal_proportion_interval() (in module fairlens.metrics.significance) binominal_proportion_p_value() (in module fairlens.metrics.significance)

bootstrap_binned_statistic() (in module fairlens.metrics.significance) bootstrap_statistic() (in module fairlens.metrics.significance) brunner_munzel_test() (in module fairlens.metrics.significance)

C

calculate_score() (in module fairlens.scorer) CategoricalDistanceMetric (class in fairlens.metrics.distance) check_input() (BinomialDistance method) (CategoricalDistanceMetric method) (ContinuousDistanceMetric method) (DistanceMetric method) (EarthMoversDistance method) (HellingerDistance method) (JensenShannonDivergence method) (KolmogorovSmirnovDistance method) (KruskalWallis method) (KullbackLeiblerDivergence method) (MeanDistance method) (Norm method)

compare_group_statistics() (FairnessScorer method) compute_distribution_mean() (in module fairlens.metrics.statistics) compute_distribution_variance() (in module fairlens.metrics.statistics) ContinuousDistanceMetric (class in fairlens.metrics.distance) correlation_matrix() (in module fairlens.metrics.unified) cramers_v() (in module fairlens.metrics.correlation)

D

demographic_report() (FairnessScorer method) detect_names_df() (in module fairlens.sensitive.detection) distance() (BinomialDistance method) (CategoricalDistanceMetric method) (ContinuousDistanceMetric method) (DistanceMetric method) (EarthMoversDistance method) (HellingerDistance method) (JensenShannonDivergence method) (KolmogorovSmirnovDistance method) (KruskalWallis method) (KullbackLeiblerDivergence method) (MeanDistance method) (Norm method)

distance_cn_correlation() (in module fairlens.metrics.correlation) distance_nn_correlation() (in module fairlens.metrics.correlation) distance_pdf() (CategoricalDistanceMetric method) (EarthMoversDistance method) (HellingerDistance method) (JensenShannonDivergence method) (KullbackLeiblerDivergence method) (Norm method) DistanceMetric (class in fairlens.metrics.distance) distr_plot() (in module fairlens.plot.distr) distribution_score() (FairnessScorer method)

E

EarthMoversDistance (class in fairlens.metrics.distance)

F

fairlens.metrics module fairlens.metrics.correlation module fairlens.metrics.distance module fairlens.metrics.significance module fairlens.metrics.statistics module fairlens.metrics.unified module fairlens.plot module fairlens.plot.distr module

fairlens.plot.heatmap module fairlens.plot.style module fairlens.scorer module fairlens.sensitive module fairlens.sensitive.correlation module fairlens.sensitive.detection module FairnessScorer (class in fairlens.scorer) find_column_correlation() (in module fairlens.sensitive.correlation) find_sensitive_correlations() (in module fairlens.sensitive.correlation)

H

HellingerDistance (class in fairlens.metrics.distance)

I

id (BinomialDistance property) (CategoricalDistanceMetric property) (ContinuousDistanceMetric property) (DistanceMetric property) (EarthMoversDistance property) (HellingerDistance property) (JensenShannonDivergence property) (KolmogorovSmirnovDistance property) (KruskalWallis property) (KullbackLeiblerDivergence property) (MeanDistance property) (Norm property)

J

JensenShannonDivergence (class in fairlens.metrics.distance)

K

KolmogorovSmirnovDistance (class in fairlens.metrics.distance) kruskal_wallis() (in module fairlens.metrics.correlation)

kruskal_wallis_boolean() (in module fairlens.metrics.correlation) KruskalWallis (class in fairlens.metrics.distance) KullbackLeiblerDivergence (class in fairlens.metrics.distance)

L

load_config() (in module fairlens.sensitive.detection)

M

MeanDistance (class in fairlens.metrics.distance) module fairlens.metrics fairlens.metrics.correlation fairlens.metrics.distance fairlens.metrics.significance fairlens.metrics.statistics fairlens.metrics.unified fairlens.plot fairlens.plot.distr fairlens.plot.heatmap fairlens.plot.style fairlens.scorer fairlens.sensitive fairlens.sensitive.correlation fairlens.sensitive.detection

mult_distr_plot() (in module fairlens.plot.distr)

N

Norm (class in fairlens.metrics.distance)

P

p_value() (BinomialDistance method) (CategoricalDistanceMetric method) (ContinuousDistanceMetric method) (DistanceMetric method) (EarthMoversDistance method) (HellingerDistance method) (JensenShannonDivergence method) (KolmogorovSmirnovDistance method) (KruskalWallis method) (KullbackLeiblerDivergence method) (MeanDistance method) (Norm method)

pearson() (in module fairlens.metrics.correlation) permutation_statistic() (in module fairlens.metrics.significance) plot_distributions() (FairnessScorer method)

R

r2_mcfadden() (in module fairlens.metrics.correlation) resampling_interval() (in module fairlens.metrics.significance)

resampling_p_value() (in module fairlens.metrics.significance) reset_style() (in module fairlens.plot.style)

S

sensitive_group_analysis() (in module fairlens.metrics.statistics)

stat_distance() (in module fairlens.metrics.unified)

T

two_column_heatmap() (in module fairlens.plot.heatmap)

U

use_style() (in module fairlens.plot.style)

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