Index

_

_binary_regularization() (causeinfer.standard_algorithms.binary_transformation.BinaryTransformation method) _binary_transformation() (causeinfer.standard_algorithms.binary_transformation.BinaryTransformation method) _format_data() (in module causeinfer.data.cmf_micro) (in module causeinfer.data.hillstrom) (in module causeinfer.data.mayo_pbc)

_quaternary_regularization() (causeinfer.standard_algorithms.quaternary_transformation.QuaternaryTransformation method) _quaternary_transformation() (causeinfer.standard_algorithms.quaternary_transformation.QuaternaryTransformation method) _reflective_transformation() (causeinfer.standard_algorithms.reflective.ReflectiveUplift method) _reflective_weights() (causeinfer.standard_algorithms.reflective.ReflectiveUplift method)

A

auuc_score() (in module causeinfer.evaluation)

B

BaseModel (class in causeinfer.standard_algorithms.base_models)

BinaryTransformation (class in causeinfer.standard_algorithms.binary_transformation)

C

causeinfer.data.cmf_micro module causeinfer.data.download_utils module causeinfer.data.hillstrom module causeinfer.data.mayo_pbc module causeinfer.standard_algorithms.base_models module causeinfer.standard_algorithms.binary_transformation module

causeinfer.standard_algorithms.interaction_term module causeinfer.standard_algorithms.pessimistic module causeinfer.standard_algorithms.quaternary_transformation module causeinfer.standard_algorithms.reflective module causeinfer.standard_algorithms.two_model module

D

download_file() (in module causeinfer.data.download_utils)

download_hillstrom() (in module causeinfer.data.hillstrom) download_mayo_pbc() (in module causeinfer.data.mayo_pbc)

E

eval_table() (in module causeinfer.evaluation)

F

fit() (causeinfer.standard_algorithms.base_models.BaseModel method) (causeinfer.standard_algorithms.binary_transformation.BinaryTransformation method) (causeinfer.standard_algorithms.interaction_term.InteractionTerm method) (causeinfer.standard_algorithms.pessimistic.PessimisticUplift method) (causeinfer.standard_algorithms.quaternary_transformation.QuaternaryTransformation method) (causeinfer.standard_algorithms.reflective.ReflectiveUplift method) (causeinfer.standard_algorithms.two_model.TwoModel method)

G

get_cum_effect() (in module causeinfer.evaluation) get_cum_gain() (in module causeinfer.evaluation)

get_download_paths() (in module causeinfer.data.download_utils) get_qini() (in module causeinfer.evaluation)

I

InteractionTerm (class in causeinfer.standard_algorithms.interaction_term) is_control_negative() (causeinfer.standard_algorithms.base_models.TransformationModel method) is_control_positive() (causeinfer.standard_algorithms.base_models.TransformationModel method)

is_treatment_negative() (causeinfer.standard_algorithms.base_models.TransformationModel method) is_treatment_positive() (causeinfer.standard_algorithms.base_models.TransformationModel method) iterate_model() (in module causeinfer.evaluation)

L

load_cmf_micro() (in module causeinfer.data.cmf_micro)

load_hillstrom() (in module causeinfer.data.hillstrom) load_mayo_pbc() (in module causeinfer.data.mayo_pbc)

M

module causeinfer.data.cmf_micro causeinfer.data.download_utils causeinfer.data.hillstrom causeinfer.data.mayo_pbc causeinfer.standard_algorithms.base_models causeinfer.standard_algorithms.binary_transformation causeinfer.standard_algorithms.interaction_term causeinfer.standard_algorithms.pessimistic causeinfer.standard_algorithms.quaternary_transformation causeinfer.standard_algorithms.reflective causeinfer.standard_algorithms.two_model

O

over_sample() (in module causeinfer.utils)

P

PessimisticUplift (class in causeinfer.standard_algorithms.pessimistic) plot_batch_metrics() (in module causeinfer.evaluation) plot_batch_responses() (in module causeinfer.evaluation) plot_cum_effect() (in module causeinfer.evaluation) plot_cum_gain() (in module causeinfer.evaluation) plot_eval() (in module causeinfer.evaluation) plot_qini() (in module causeinfer.evaluation) plot_unit_distributions() (in module causeinfer.utils)

predict() (causeinfer.standard_algorithms.base_models.BaseModel method) (causeinfer.standard_algorithms.interaction_term.InteractionTerm method) (causeinfer.standard_algorithms.two_model.TwoModel method) predict_proba() (causeinfer.standard_algorithms.binary_transformation.BinaryTransformation method) (causeinfer.standard_algorithms.interaction_term.InteractionTerm method) (causeinfer.standard_algorithms.pessimistic.PessimisticUplift method) (causeinfer.standard_algorithms.quaternary_transformation.QuaternaryTransformation method) (causeinfer.standard_algorithms.reflective.ReflectiveUplift method) (causeinfer.standard_algorithms.two_model.TwoModel method)

Q

qini_score() (in module causeinfer.evaluation)

QuaternaryTransformation (class in causeinfer.standard_algorithms.quaternary_transformation)

R

ReflectiveUplift (class in causeinfer.standard_algorithms.reflective)

S

signal_to_noise() (in module causeinfer.evaluation)

T

train_test_split() (in module causeinfer.utils)

TransformationModel (class in causeinfer.standard_algorithms.base_models) TwoModel (class in causeinfer.standard_algorithms.two_model)