Index

_

__init__() (causallift.causal_lift.CausalLift method) (causallift.context.base_context.BaseKedroContext method) (causallift.context.flexible_context.FlexibleKedroContext method) (causallift.nodes.model_for_each.ModelForTreated method) (causallift.nodes.model_for_each.ModelForTreatedOrUntreated method) (causallift.nodes.model_for_each.ModelForUntreated method)

A

add_cate_to_df() (in module causallift.nodes.utils)

apply_method() (in module causallift.nodes.utils)

B

BaseKedroContext (class in causallift.context.base_context)

bundle_train_and_test_data() (in module causallift.nodes.utils) bundle_treated_and_untreated_models() (in module causallift.nodes.model_for_each)

C

catalog (causallift.context.base_context.BaseKedroContext property) causallift module CausalLift (class in causallift.causal_lift) causallift.causal_lift module causallift.context module causallift.context.base_context module causallift.context.flexible_context module causallift.generate_data module

causallift.nodes module causallift.nodes.estimate_propensity module causallift.nodes.model_for_each module causallift.nodes.utils module causallift.pipeline module compute_cate() (in module causallift.nodes.utils) concat_train_test() (in module causallift.nodes.utils) concat_train_test_df() (in module causallift.nodes.utils) conf_mat_df() (in module causallift.nodes.utils) create_pipeline() (in module causallift.pipeline)

E

estimate_cate_by_2_models() (causallift.causal_lift.CausalLift method) estimate_effect() (in module causallift.nodes.utils)

estimate_propensity() (in module causallift.nodes.estimate_propensity) estimate_recommendation_impact() (causallift.causal_lift.CausalLift method)

F

fit() (causallift.nodes.model_for_each.ModelForTreatedOrUntreated method)

fit_propensity() (in module causallift.nodes.estimate_propensity) FlexibleKedroContext (class in causallift.context.flexible_context)

G

gain_tuple() (in module causallift.nodes.utils)

generate_data() (in module causallift.generate_data) get_cols_features() (in module causallift.nodes.utils)

I

impute_cols_features() (in module causallift.nodes.utils)

initialize_model() (in module causallift.nodes.utils) io (causallift.context.base_context.BaseKedroContext property)

K

KedroContextError

L

len_o() (in module causallift.nodes.utils)

len_t() (in module causallift.nodes.utils) len_to() (in module causallift.nodes.utils)

M

model_for_treated_fit() (in module causallift.nodes.model_for_each) model_for_treated_predict_proba() (in module causallift.nodes.model_for_each) model_for_treated_simulate_recommendation() (in module causallift.nodes.model_for_each) model_for_untreated_fit() (in module causallift.nodes.model_for_each) model_for_untreated_predict_proba() (in module causallift.nodes.model_for_each) model_for_untreated_simulate_recommendation() (in module causallift.nodes.model_for_each) ModelForTreated (class in causallift.nodes.model_for_each) ModelForTreatedOrUntreated (class in causallift.nodes.model_for_each) ModelForUntreated (class in causallift.nodes.model_for_each) module causallift causallift.causal_lift causallift.context causallift.context.base_context causallift.context.flexible_context causallift.generate_data causallift.nodes causallift.nodes.estimate_propensity causallift.nodes.model_for_each causallift.nodes.utils causallift.pipeline

O

outcome_fraction_() (in module causallift.nodes.utils)

overall_uplift_gain_() (in module causallift.nodes.utils)

P

pipeline (causallift.context.base_context.BaseKedroContext property) (causallift.context.flexible_context.ProjectContext property) predict_proba() (causallift.nodes.model_for_each.ModelForTreatedOrUntreated method) project_name (causallift.context.flexible_context.ProjectContext attribute)

project_version (causallift.context.flexible_context.ProjectContext attribute) ProjectContext (class in causallift.context.flexible_context) ProjectContext1 (class in causallift.context.flexible_context) ProjectContext2 (class in causallift.context.flexible_context)

R

recommend_by_cate() (in module causallift.nodes.utils) run() (causallift.context.base_context.BaseKedroContext method) (causallift.context.flexible_context.FlexibleKedroContext method) (causallift.context.flexible_context.ProjectContext method) (causallift.context.flexible_context.ProjectContext1 method) (causallift.context.flexible_context.ProjectContext2 method)

S

schedule_propensity_scoring() (in module causallift.nodes.estimate_propensity)

score_df() (in module causallift.nodes.utils) simulate_recommendation() (causallift.nodes.model_for_each.ModelForTreatedOrUntreated method)

T

treatment_fraction_() (in module causallift.nodes.utils)

treatment_fractions_() (in module causallift.nodes.utils)