Index

_

__getattr__() (libuplift.classifiers.memoized.MemoizedClassifier method)

__getitem__() (libuplift.utils.multi_array.MultiArray method)

A

area_under_curve() (in module libuplift.utils.metrics)

area_under_uplift_curve() (in module libuplift.metrics.curves) area_under_uplift_curve_j() (in module libuplift.metrics.curves)

C

categ_values (in module libuplift.datasets.TelecomChurn) check_trt() (in module libuplift.utils.validation)

ClassifierAsRegressor (class in libuplift.classifiers.classifier_as_regressor) ControlUpliftClassifier (class in libuplift.meta.response)

D

DDRUpliftClassifier (class in libuplift.meta.nested) DRLearnerBase (class in libuplift.meta.dr_learner)

DRLearnerUpliftClassifier (class in libuplift.meta.dr_learner) DRLearnerUpliftRegressor (class in libuplift.meta.dr_learner)

E

e_sate() (in module libuplift.metrics.regression)

e_satt() (in module libuplift.metrics.regression) EUCE() (in module libuplift.metrics.bins)

F

fetch_actg320() (in module libuplift.datasets.actg320) fetch_BMT() (in module libuplift.datasets.BMT) fetch_colon() (in module libuplift.datasets.colon) fetch_Criteo() (in module libuplift.datasets.Criteo) fetch_GUSTO() (in module libuplift.datasets.Gusto) fetch_Hillstrom() (in module libuplift.datasets.Hillstrom) fetch_Information() (in module libuplift.datasets.Information) fetch_IST() (in module libuplift.datasets.IST) fetch_Lalonde() (in module libuplift.datasets.Lalonde) fetch_Lazada() (in module libuplift.datasets.Lazada) fetch_Lenta() (in module libuplift.datasets.Lenta) fetch_marketing_AB() (in module libuplift.datasets.MarketingAB) fetch_Megafon() (in module libuplift.datasets.Megafon) fetch_pbc() (in module libuplift.datasets.pbc) fetch_Starbucks() (in module libuplift.datasets.Starbucks) fetch_Tamoxifen() (in module libuplift.datasets.Tamoxifen)

fetch_tDCS() (in module libuplift.datasets.tDCS) fetch_TelecomChurn() (in module libuplift.datasets.TelecomChurn) fetch_uis() (in module libuplift.datasets.uis) fit() (libuplift.classifiers.classifier_as_regressor.ClassifierAsRegressor method) (libuplift.classifiers.memoized.MemoizedClassifier method) (libuplift.meta.base.UpliftMetaModelBase method) (libuplift.meta.dr_learner.DRLearnerBase method) (libuplift.meta.dr_learner.DRLearnerUpliftClassifier method) (libuplift.meta.multi_model.MultimodelUpliftLinearRegressor method) (libuplift.meta.multi_model.MultimodelUpliftLinearRegressorJamesSeparate method) (libuplift.meta.multi_model.MultimodelUpliftLinearRegressorJamesU method) (libuplift.meta.multi_model.MultimodelUpliftLinearRegressorMSESeparate method) (libuplift.meta.multi_model.MultimodelUpliftLinearRegressorMSEU method) (libuplift.meta.r_learner.RLearnerUpliftRegressor method) (libuplift.meta.response.ControlUpliftClassifier method) (libuplift.meta.response.ResponseUpliftClassifier method) fit_transform() (libuplift.base.UpliftTransformerMixin method)

G

get_params() (libuplift.meta.base.UpliftMetaModelBase method)

I

is_uplift() (in module libuplift.base)

iter_quantiles() (in module libuplift.metrics.bins)

L

libuplift module libuplift.base module libuplift.classifiers module libuplift.classifiers.classifier_as_regressor module libuplift.classifiers.memoized module libuplift.datasets module libuplift.datasets.actg320 module libuplift.datasets.base module libuplift.datasets.BMT module libuplift.datasets.colon module libuplift.datasets.Criteo module libuplift.datasets.Gusto module libuplift.datasets.Hillstrom module libuplift.datasets.Information module libuplift.datasets.IST module libuplift.datasets.Lalonde module libuplift.datasets.Lazada module libuplift.datasets.Lenta module libuplift.datasets.MarketingAB module libuplift.datasets.Megafon module libuplift.datasets.pbc module libuplift.datasets.Starbucks module libuplift.datasets.Tamoxifen module libuplift.datasets.tDCS module

libuplift.datasets.TelecomChurn module libuplift.datasets.uis module libuplift.meta module libuplift.meta.base module libuplift.meta.dr_learner module libuplift.meta.multi_model module libuplift.meta.nested module libuplift.meta.r_learner module libuplift.meta.response module libuplift.meta.s_learner module libuplift.meta.target_transform module libuplift.meta.x_learner module libuplift.metrics module libuplift.metrics.bins module libuplift.metrics.curves module libuplift.metrics.regression module libuplift.model_selection module libuplift.model_selection.cv module libuplift.utils module libuplift.utils.array_utils module libuplift.utils.metrics module libuplift.utils.multi_array module libuplift.utils.stats module libuplift.utils.validation module

M

MemoizedClassifier (class in libuplift.classifiers.memoized) module libuplift libuplift.base libuplift.classifiers libuplift.classifiers.classifier_as_regressor libuplift.classifiers.memoized libuplift.datasets libuplift.datasets.actg320 libuplift.datasets.base libuplift.datasets.BMT libuplift.datasets.colon libuplift.datasets.Criteo libuplift.datasets.Gusto libuplift.datasets.Hillstrom libuplift.datasets.Information libuplift.datasets.IST libuplift.datasets.Lalonde libuplift.datasets.Lazada libuplift.datasets.Lenta libuplift.datasets.MarketingAB libuplift.datasets.Megafon libuplift.datasets.pbc libuplift.datasets.Starbucks libuplift.datasets.Tamoxifen libuplift.datasets.tDCS libuplift.datasets.TelecomChurn libuplift.datasets.uis libuplift.meta libuplift.meta.base libuplift.meta.dr_learner libuplift.meta.multi_model libuplift.meta.nested libuplift.meta.r_learner libuplift.meta.response libuplift.meta.s_learner libuplift.meta.target_transform libuplift.meta.x_learner libuplift.metrics libuplift.metrics.bins libuplift.metrics.curves libuplift.metrics.regression libuplift.model_selection libuplift.model_selection.cv libuplift.utils libuplift.utils.array_utils libuplift.utils.metrics libuplift.utils.multi_array libuplift.utils.stats libuplift.utils.validation

MUCE() (in module libuplift.metrics.bins) MultiArray (class in libuplift.utils.multi_array) MultimodelUpliftClassifier (class in libuplift.meta.multi_model) MultimodelUpliftLinearRegressor (class in libuplift.meta.multi_model) MultimodelUpliftLinearRegressorJamesSeparate (class in libuplift.meta.multi_model) MultimodelUpliftLinearRegressorJamesU (class in libuplift.meta.multi_model) MultimodelUpliftLinearRegressorMSESeparate (class in libuplift.meta.multi_model) MultimodelUpliftLinearRegressorMSEU (class in libuplift.meta.multi_model) MultimodelUpliftRegressor (class in libuplift.meta.multi_model)

N

NestedMeanUpliftRegressor (class in libuplift.meta.nested)

P

predict() (libuplift.classifiers.classifier_as_regressor.ClassifierAsRegressor method) (libuplift.meta.dr_learner.DRLearnerBase method) (libuplift.meta.dr_learner.DRLearnerUpliftClassifier method) (libuplift.meta.multi_model.MultimodelUpliftLinearRegressor method) (libuplift.meta.multi_model.MultimodelUpliftLinearRegressorJamesSeparate method) (libuplift.meta.multi_model.MultimodelUpliftLinearRegressorJamesU method) (libuplift.meta.multi_model.MultimodelUpliftLinearRegressorMSESeparate method) (libuplift.meta.multi_model.MultimodelUpliftLinearRegressorMSEU method) (libuplift.meta.multi_model.MultimodelUpliftRegressor method) (libuplift.meta.nested.DDRUpliftClassifier method) (libuplift.meta.nested.NestedMeanUpliftRegressor method) (libuplift.meta.r_learner.RLearnerUpliftRegressor method) (libuplift.meta.s_learner.SLearnerUpliftClassifier method) (libuplift.meta.s_learner.SLearnerUpliftRegressor method) (libuplift.meta.target_transform.TargetTransformUpliftClassifier method) (libuplift.meta.target_transform.TargetTransformUpliftRegressor method) (libuplift.meta.x_learner.XLearnerUpliftRegressor method)

predict_action() (libuplift.base.UpliftClassifierMixin method)

Q

QMSE() (in module libuplift.metrics.bins)

QMSE_j() (in module libuplift.metrics.bins) quantile() (in module libuplift.utils.stats)

R

RemoteFileMetadata (class in libuplift.datasets.base)

ResponseUpliftClassifier (class in libuplift.meta.response) RLearnerUpliftRegressor (class in libuplift.meta.r_learner)

S

safe_hstack() (in module libuplift.utils.array_utils) score() (libuplift.base.UpliftClassifierMixin method) (libuplift.base.UpliftRegressorMixin method) set_params() (libuplift.meta.base.UpliftMetaModelBase method)

sim_gain() (in module libuplift.metrics.regression) sim_gain_at() (in module libuplift.metrics.regression) SLearnerUpliftClassifier (class in libuplift.meta.s_learner) SLearnerUpliftRegressor (class in libuplift.meta.s_learner)

T

TargetTransformUpliftClassifier (class in libuplift.meta.target_transform) TargetTransformUpliftRegressor (class in libuplift.meta.target_transform)

TLearnerUpliftClassifier (class in libuplift.meta.multi_model) TLearnerUpliftRegressor (class in libuplift.meta.multi_model) TreatmentUpliftClassifier (class in libuplift.meta.response)

U

uplift_check_cv() (in module libuplift.model_selection.cv) uplift_curve() (in module libuplift.metrics.curves) uplift_curve_j() (in module libuplift.metrics.curves)

UpliftClassifierMixin (class in libuplift.base) UpliftMetaModelBase (class in libuplift.meta.base) UpliftRegressorMixin (class in libuplift.base) UpliftTransformerMixin (class in libuplift.base)

X

XLearnerUpliftRegressor (class in libuplift.meta.x_learner)