Index

C

compute_auuc() (in module upliftml.evaluation) compute_qini_coefficient() (in module upliftml.evaluation)

CVTEstimator (class in upliftml.models.h2o) (class in upliftml.models.pyspark)

E

estimate_and_plot_cate_lift() (in module upliftml.evaluation) estimate_and_plot_cate_per_bucket() (in module upliftml.evaluation) estimate_and_plot_cate_per_quantile() (in module upliftml.evaluation) estimate_and_plot_cum_iroi() (in module upliftml.evaluation) estimate_and_plot_iroi_per_bucket() (in module upliftml.evaluation) estimate_and_plot_iroi_per_quantile() (in module upliftml.evaluation) estimate_and_plot_qini() (in module upliftml.evaluation) estimate_and_plot_target_rate_per_bucket() (in module upliftml.evaluation) estimate_and_plot_target_rate_per_quantile() (in module upliftml.evaluation) estimate_ate() (in module upliftml.evaluation)

estimate_cate_lift() (in module upliftml.evaluation) estimate_cate_per_bucket() (in module upliftml.evaluation) estimate_cate_per_quantile() (in module upliftml.evaluation) estimate_cum_iroi() (in module upliftml.evaluation) estimate_iroi() (in module upliftml.evaluation) estimate_iroi_per_bucket() (in module upliftml.evaluation) estimate_iroi_per_quantile() (in module upliftml.evaluation) estimate_qini() (in module upliftml.evaluation) estimate_roi() (in module upliftml.evaluation) estimate_target_rate_per_bucket() (in module upliftml.evaluation) estimate_target_rate_per_quantile() (in module upliftml.evaluation)

F

fit() (upliftml.models.h2o.CVTEstimator method) (upliftml.models.h2o.PropensityEstimator method) (upliftml.models.h2o.RetrospectiveEstimator method) (upliftml.models.h2o.RLearnerEstimator method) (upliftml.models.h2o.SLearnerEstimator method) (upliftml.models.h2o.TLearnerEstimator method) (upliftml.models.h2o.TransformedOutcomeEstimator method) (upliftml.models.h2o.XLearnerEstimator method) (upliftml.models.pyspark.CVTEstimator method) (upliftml.models.pyspark.PropensityEstimator method) (upliftml.models.pyspark.RetrospectiveEstimator method) (upliftml.models.pyspark.SLearnerEstimator method) (upliftml.models.pyspark.TLearnerEstimator method) (upliftml.models.pyspark.TransformedOutcomeEstimator method) (upliftml.models.pyspark.XLearnerEstimator method)

M

module upliftml.datasets upliftml.evaluation upliftml.models.h2o upliftml.models.pyspark

P

plot_cate_lift() (in module upliftml.evaluation) plot_cate_random() (in module upliftml.evaluation) plot_cum_iroi() (in module upliftml.evaluation) plot_metric_per_bucket() (in module upliftml.evaluation) plot_qini() (in module upliftml.evaluation) predict() (upliftml.models.h2o.CVTEstimator method) (upliftml.models.h2o.PropensityEstimator method) (upliftml.models.h2o.RetrospectiveEstimator method) (upliftml.models.h2o.RLearnerEstimator method) (upliftml.models.h2o.SLearnerEstimator method) (upliftml.models.h2o.TLearnerEstimator method) (upliftml.models.h2o.TransformedOutcomeEstimator method) (upliftml.models.h2o.XLearnerEstimator method) (upliftml.models.pyspark.CVTEstimator method) (upliftml.models.pyspark.PropensityEstimator method) (upliftml.models.pyspark.RetrospectiveEstimator method) (upliftml.models.pyspark.SLearnerEstimator method) (upliftml.models.pyspark.TLearnerEstimator method) (upliftml.models.pyspark.TransformedOutcomeEstimator method) (upliftml.models.pyspark.XLearnerEstimator method)

PropensityEstimator (class in upliftml.models.h2o) (class in upliftml.models.pyspark)

R

RetrospectiveEstimator (class in upliftml.models.h2o) (class in upliftml.models.pyspark)

RLearnerEstimator (class in upliftml.models.h2o)

S

simulate_randomized_trial() (in module upliftml.datasets)

SLearnerEstimator (class in upliftml.models.h2o) (class in upliftml.models.pyspark)

T

TLearnerEstimator (class in upliftml.models.h2o) (class in upliftml.models.pyspark)

TransformedOutcomeEstimator (class in upliftml.models.h2o) (class in upliftml.models.pyspark)

U

upliftml.datasets module upliftml.evaluation module

upliftml.models.h2o module upliftml.models.pyspark module

X

XLearnerEstimator (class in upliftml.models.h2o) (class in upliftml.models.pyspark)