Index

A

add_halloffame() (lore_explainer.neighgen.GeneticGenerator method)

apply_counterfactual() (in module lore_explainer.rule)

B

balance_neigh() (lore_explainer.neighgen.NeighborhoodGenerator method)

best_fit_distribution() (in module lore_explainer.util)

C

calculate_feature_values() (in module lore_explainer.util) clone() (lore_explainer.neighgen.GeneticGenerator method) ClosestInstancesGenerator (class in lore_explainer.neighgen)

compact_premises() (in module lore_explainer.rule) Condition (class in lore_explainer.rule) ConditionEncoder (class in lore_explainer.rule) cstr() (lore_explainer.explanation.Explanation method)

D

default() (lore_explainer.explanation.ExplanationEncoder method) (lore_explainer.rule.ConditionEncoder method) (lore_explainer.rule.NumpyEncoder method) (lore_explainer.rule.RuleEncoder method)

default_kernel() (in module lore_explainer.lorem)

E

estimate_nbr_bins() (in module lore_explainer.util) explain_instance() (lore_explainer.lorem.LOREM method)

Explanation (class in lore_explainer.explanation) ExplanationEncoder (class in lore_explainer.explanation)

F

fit() (lore_explainer.neighgen.GeneticGenerator method) fitness_equal() (lore_explainer.neighgen.GeneticGenerator method) (lore_explainer.neighgen.GeneticProbaGenerator method) fitness_equal_proba() (lore_explainer.neighgen.GeneticProbaGenerator method)

fitness_notequal() (lore_explainer.neighgen.GeneticGenerator method) (lore_explainer.neighgen.GeneticProbaGenerator method) fitness_notequal_proba() (lore_explainer.neighgen.GeneticProbaGenerator method) freedman_diaconis() (in module lore_explainer.util)

G

generate() (lore_explainer.neighgen.ClosestInstancesGenerator method) (lore_explainer.neighgen.GeneticGenerator method) (lore_explainer.neighgen.NeighborhoodGenerator method) (lore_explainer.neighgen.RandomGenerator method) (lore_explainer.neighgen.RandomGeneticGenerator method) (lore_explainer.neighgen.RandomGeneticProbaGenerator method) generate_synthetic_instance() (lore_explainer.neighgen.NeighborhoodGenerator method) GeneticGenerator (class in lore_explainer.neighgen) GeneticProbaGenerator (class in lore_explainer.neighgen) get_counterfactual_rules() (in module lore_explainer.rule) get_depth() (in module lore_explainer.rule)

get_distr_values() (in module lore_explainer.util) get_falsified_conditions() (in module lore_explainer.rule) get_features_map() (in module lore_explainer.datamanager) get_image_counterfactuals() (lore_explainer.explanation.ImageExplanation method) get_image_rule() (lore_explainer.explanation.ImageExplanation method) get_numeric_columns() (in module lore_explainer.datamanager) get_real_feature_names() (in module lore_explainer.datamanager) get_rule() (in module lore_explainer.rule) get_rules() (in module lore_explainer.rule) get_text_counterfactuals() (lore_explainer.explanation.TextExplanation method) get_text_rule() (lore_explainer.explanation.TextExplanation method)

I

ImageExplanation (class in lore_explainer.explanation)

is_covered() (lore_explainer.rule.Rule method) is_leaf() (in module lore_explainer.decision_tree)

J

json2cond() (in module lore_explainer.rule)

json2explanation() (in module lore_explainer.explanation) json2rule() (in module lore_explainer.rule)

L

learn_local_decision_tree() (in module lore_explainer.decision_tree) lore_explainer module lore_explainer.datamanager module lore_explainer.decision_tree module lore_explainer.explanation module

lore_explainer.lorem module lore_explainer.neighgen module lore_explainer.rule module lore_explainer.util module LOREM (class in lore_explainer.lorem)

M

module lore_explainer lore_explainer.datamanager lore_explainer.decision_tree lore_explainer.explanation lore_explainer.lorem lore_explainer.neighgen lore_explainer.rule lore_explainer.util

multi_dt_predict() (in module lore_explainer.util) multilabel2str() (in module lore_explainer.util) MultilabelExplanation (class in lore_explainer.explanation) mutate() (lore_explainer.neighgen.GeneticGenerator method)

N

NeighborhoodGenerator (class in lore_explainer.neighgen) neuclidean() (in module lore_explainer.util)

nmeandev() (in module lore_explainer.util) NumpyEncoder (class in lore_explainer.rule)

O

one_hot_encoding() (in module lore_explainer.datamanager)

P

prepare_adult_dataset() (in module lore_explainer.datamanager) prepare_bank_dataset() (in module lore_explainer.datamanager) prepare_churn_dataset() (in module lore_explainer.datamanager) prepare_compass_dataset() (in module lore_explainer.datamanager) prepare_dataset() (in module lore_explainer.datamanager) prepare_fico_dataset() (in module lore_explainer.datamanager)

prepare_german_dataset() (in module lore_explainer.datamanager) prepare_iris_dataset() (in module lore_explainer.datamanager) prepare_medical_dataset() (in module lore_explainer.datamanager) prepare_wine_dataset() (in module lore_explainer.datamanager) prepare_yeast_dataset() (in module lore_explainer.datamanager) prune_duplicate_leaves() (in module lore_explainer.decision_tree) prune_index() (in module lore_explainer.decision_tree)

R

random_init() (lore_explainer.neighgen.GeneticGenerator method) RandomGenerator (class in lore_explainer.neighgen) RandomGeneticGenerator (class in lore_explainer.neighgen) RandomGeneticProbaGenerator (class in lore_explainer.neighgen) record2str() (in module lore_explainer.util)

record_init() (lore_explainer.neighgen.GeneticGenerator method) remove_missing_values() (in module lore_explainer.datamanager) rstr() (lore_explainer.explanation.Explanation method) Rule (class in lore_explainer.rule) RuleEncoder (class in lore_explainer.rule)

S

setup_toolbox() (lore_explainer.neighgen.GeneticGenerator method) setup_toolbox_noteq() (lore_explainer.neighgen.GeneticGenerator method)

sigmoid() (in module lore_explainer.util) struges() (in module lore_explainer.util)

T

TextExplanation (class in lore_explainer.explanation)

V

vector2dict() (in module lore_explainer.util)