Index

B

build_semantic_templates() (xaiographs.Why static method)

C

confusion_matrix (xaiographs.Fairness property)

correlation_matrix (xaiographs.Fairness property)

E

Explainer (class in xaiographs)

F

Fairness (class in xaiographs) fairness_categories_score (xaiographs.Fairness property) fairness_global_info (xaiographs.Fairness property) fairness_info (xaiographs.Fairness property)

fairness_metrics() (xaiographs.Fairness method) fit() (xaiographs.Explainer method) (xaiographs.Fairness method) (xaiographs.Why method)

G

get_fairness_category() (xaiographs.Fairness static method) global_explainability (xaiographs.Explainer property)

global_frequency_feature_value (xaiographs.Explainer property) global_target_explainability (xaiographs.Explainer property) global_target_feature_value_explainability (xaiographs.Explainer property)

H

highest_correlation_features (xaiographs.Fairness property)

I

importance_values (xaiographs.Explainer property)

independence_info (xaiographs.Fairness property) independence_score() (xaiographs.Fairness method)

L

load_body_performance() (in module xaiographs.datasets) load_body_performance_discretized() (in module xaiographs.datasets) load_body_performance_why() (in module xaiographs.datasets) load_compas() (in module xaiographs.datasets) load_compas_discretized() (in module xaiographs.datasets) load_compas_reality_discretized() (in module xaiographs.datasets) load_compas_reality_why() (in module xaiographs.datasets) load_compas_why() (in module xaiographs.datasets)

load_education_performance() (in module xaiographs.datasets) load_education_performance_discretized() (in module xaiographs.datasets) load_education_performance_why() (in module xaiographs.datasets) load_titanic() (in module xaiographs.datasets) load_titanic_discretized() (in module xaiographs.datasets) load_titanic_why() (in module xaiographs.datasets) local_feature_value_explainability (xaiographs.Explainer property) local_reliability (xaiographs.Explainer property)

S

sample_ids_to_display (xaiographs.Explainer property) separation_info (xaiographs.Fairness property)

separation_score() (xaiographs.Fairness method) sufficiency_info (xaiographs.Fairness property) sufficiency_score() (xaiographs.Fairness method)

T

target_values (xaiographs.Fairness property)

top_features (xaiographs.Explainer property) top_features_by_target (xaiographs.Explainer property)

W

Why (class in xaiographs)

why_explanation (xaiographs.Why property)