Index

A

AttributeEffect (class in pycalf.metrics)

D

DoubleRobust (class in pycalf.propensity)

E

EffectSize (class in pycalf.metrics) estimate_effect() (pycalf.propensity.DoubleRobust method) (pycalf.propensity.IPW method) (pycalf.propensity.Matching method)

estimate_uplift_score() (pycalf.uplift.UpliftModel method)

F

f1_score() (in module pycalf.metrics) fit() (pycalf.metrics.AttributeEffect method) (pycalf.metrics.EffectSize method) (pycalf.metrics.VIF method) (pycalf.propensity.DoubleRobust method) (pycalf.propensity.IPW method) (pycalf.propensity.Matching method) (pycalf.uplift.UpliftModel method)

fit_transform() (pycalf.metrics.EffectSize method) (pycalf.metrics.VIF method)

G

get_auuc() (pycalf.uplift.UpliftModel method) get_baseline() (pycalf.uplift.UpliftModel method) get_score() (pycalf.propensity.IPW method) (pycalf.propensity.Matching method)

get_weight() (pycalf.propensity.IPW method) (pycalf.propensity.Matching method)

I

IPW (class in pycalf.propensity)

M

Matching (class in pycalf.propensity) module pycalf pycalf.metrics pycalf.propensity pycalf.uplift pycalf.visualize

P

plot_auuc() (in module pycalf.visualize) plot_effect_size() (in module pycalf.visualize) plot_lift_values() (in module pycalf.visualize) plot_probability_distribution() (in module pycalf.visualize) plot_roc_curve() (in module pycalf.visualize) plot_treatment_effect() (in module pycalf.visualize) predict() (pycalf.uplift.UpliftModel method) pycalf module

pycalf.metrics module pycalf.propensity module pycalf.uplift module pycalf.visualize module

T

transform() (pycalf.metrics.AttributeEffect method) (pycalf.metrics.EffectSize method) (pycalf.metrics.VIF method)

U

UpliftModel (class in pycalf.uplift)

V

VIF (class in pycalf.metrics)