Index

A

add_custom_metric() (synthgauge.Evaluator method) (synthgauge.evaluator.Evaluator method)

add_metric() (synthgauge.Evaluator method) (synthgauge.evaluator.Evaluator method)

C

cat_encode() (in module synthgauge.utils) classification_comparison() (in module synthgauge.metrics) (in module synthgauge.metrics.classification) clustered_msd() (in module synthgauge.metrics) (in module synthgauge.metrics.cluster)

copy_metrics() (synthgauge.Evaluator method) (synthgauge.evaluator.Evaluator method) correlation_msd() (in module synthgauge.metrics) (in module synthgauge.metrics.correlation) correlation_ratio_msd() (in module synthgauge.metrics) (in module synthgauge.metrics.correlation)

D

describe_categorical() (synthgauge.Evaluator method) (synthgauge.evaluator.Evaluator method) describe_numeric() (synthgauge.Evaluator method) (synthgauge.evaluator.Evaluator method)

df_combine() (in module synthgauge.utils) df_separate() (in module synthgauge.utils) drop_metric() (synthgauge.Evaluator method) (synthgauge.evaluator.Evaluator method)

E

evaluate() (synthgauge.Evaluator method) (synthgauge.evaluator.Evaluator method)

Evaluator (class in synthgauge) (class in synthgauge.evaluator)

F

feature_density_mad() (in module synthgauge.metrics) (in module synthgauge.metrics.density)

H

hoc() (in module synthgauge.metrics) (in module synthgauge.metrics.nist)

J

jensen_shannon_distance() (in module synthgauge.metrics) (in module synthgauge.metrics.univariate)

jensen_shannon_divergence() (in module synthgauge.metrics) (in module synthgauge.metrics.univariate)

K

kolmogorov_smirnov() (in module synthgauge.metrics) (in module synthgauge.metrics.univariate) kruskal_wallis() (in module synthgauge.metrics) (in module synthgauge.metrics.univariate)

kullback_leibler() (in module synthgauge.metrics) (in module synthgauge.metrics.univariate) kway_marginals() (in module synthgauge.metrics) (in module synthgauge.metrics.nist)

L

launder() (in module synthgauge.utils)

load_metrics() (synthgauge.Evaluator method) (synthgauge.evaluator.Evaluator method)

M

make_blood_types_df() (in module synthgauge.datasets) mann_whitney() (in module synthgauge.metrics) (in module synthgauge.metrics.univariate) metrics (synthgauge.Evaluator property) (synthgauge.evaluator.Evaluator property) min_nearest_neighbour() (in module synthgauge.metrics) (in module synthgauge.metrics.privacy) module synthgauge synthgauge.datasets synthgauge.evaluator synthgauge.metrics synthgauge.metrics.classification synthgauge.metrics.cluster synthgauge.metrics.correlation synthgauge.metrics.density synthgauge.metrics.nist synthgauge.metrics.privacy synthgauge.metrics.propensity synthgauge.metrics.univariate synthgauge.plot synthgauge.utils

P

plot_correlation() (in module synthgauge.plot) (synthgauge.Evaluator method) (synthgauge.evaluator.Evaluator method) plot_crosstab() (in module synthgauge.plot) (synthgauge.Evaluator method) (synthgauge.evaluator.Evaluator method) plot_feat_density_diff() (in module synthgauge.plot) plot_histogram3d() (in module synthgauge.plot) (synthgauge.Evaluator method) (synthgauge.evaluator.Evaluator method) plot_histograms() (in module synthgauge.plot) (synthgauge.Evaluator method) (synthgauge.evaluator.Evaluator method)

plot_joint() (in module synthgauge.plot) plot_qq() (in module synthgauge.plot) (synthgauge.Evaluator method) (synthgauge.evaluator.Evaluator method) pmse() (in module synthgauge.metrics) (in module synthgauge.metrics.propensity) pmse_ratio() (in module synthgauge.metrics) (in module synthgauge.metrics.propensity) pmse_standardised() (in module synthgauge.metrics) (in module synthgauge.metrics.propensity) propensity_metrics() (in module synthgauge.metrics) (in module synthgauge.metrics.propensity)

S

sample_overlap_score() (in module synthgauge.metrics) (in module synthgauge.metrics.privacy) save_metrics() (synthgauge.Evaluator method) (synthgauge.evaluator.Evaluator method) specks() (in module synthgauge.metrics) (in module synthgauge.metrics.propensity) synthgauge module synthgauge.datasets module synthgauge.evaluator module synthgauge.metrics module synthgauge.metrics.classification module synthgauge.metrics.cluster module

synthgauge.metrics.correlation module synthgauge.metrics.density module synthgauge.metrics.nist module synthgauge.metrics.privacy module synthgauge.metrics.propensity module synthgauge.metrics.univariate module synthgauge.plot module synthgauge.utils module

T

tcap_score() (in module synthgauge.metrics) (in module synthgauge.metrics.privacy)

W

wasserstein() (in module synthgauge.metrics) (in module synthgauge.metrics.univariate)

wilcoxon() (in module synthgauge.metrics) (in module synthgauge.metrics.univariate)