Index

C

CategoryMapper (class in explainy.utils.category_mapper) CounterfactualExplanation (class in explainy.explanations.counterfactual_explanation)

create_folder() (in module explainy.utils.utils) create_one_hot_sentence() (in module explainy.utils.utils)

D

define_explanation_placeholder() (explainy.core.explanation_base.ExplanationBase method)

E

explain() (explainy.explanations.counterfactual_explanation.CounterfactualExplanation method) (explainy.explanations.permutation_explanation.PermutationExplanation method) (explainy.explanations.shap_explanation.ShapExplanation method) (explainy.explanations.surrogate_model_explanation.SurrogateModelExplanation method) explainy module explainy.core module explainy.core.explanation module explainy.core.explanation_base module explainy.core.explanation_mixin module explainy.explanations module explainy.explanations.counterfactual_explanation module explainy.explanations.permutation_explanation module

explainy.explanations.shap_explanation module explainy.explanations.surrogate_model_explanation module explainy.logger module explainy.utils module explainy.utils.category_mapper module explainy.utils.surrogate_plot module explainy.utils.surrogate_text module explainy.utils.utils module Explanation (class in explainy.core.explanation) ExplanationBase (class in explainy.core.explanation_base) ExplanationMixin (class in explainy.core.explanation_mixin)

F

find_path() (explainy.utils.surrogate_text.SurrogateText method)

format_features_for_plot() (explainy.explanations.counterfactual_explanation.CounterfactualExplanation method)

G

get_description_text() (explainy.core.explanation_base.ExplanationBase method) get_explanation() (explainy.core.explanation.Explanation method) get_feature_importance() (explainy.explanations.counterfactual_explanation.CounterfactualExplanation method) get_feature_names() (explainy.core.explanation_base.ExplanationBase method) get_feature_values() (explainy.core.explanation_base.ExplanationBase method) (explainy.explanations.counterfactual_explanation.CounterfactualExplanation method) (explainy.explanations.permutation_explanation.PermutationExplanation method) (explainy.explanations.shap_explanation.ShapExplanation method) (explainy.explanations.surrogate_model_explanation.SurrogateModelExplanation method) get_logger() (explainy.logger.Logger method) get_map_index_dict() (explainy.utils.category_mapper.CategoryMapper method) get_method_text() (explainy.core.explanation_base.ExplanationBase method) (explainy.explanations.counterfactual_explanation.CounterfactualExplanation method) (explainy.explanations.surrogate_model_explanation.SurrogateModelExplanation method) get_model_text() (explainy.core.explanation_base.ExplanationBase method)

get_natural_language_text() (explainy.core.explanation_base.ExplanationBase method) (explainy.explanations.counterfactual_explanation.CounterfactualExplanation method) (explainy.explanations.surrogate_model_explanation.SurrogateModelExplanation method) get_number_of_features() (explainy.core.explanation_base.ExplanationBase method) get_number_to_string_dict() (explainy.core.explanation_mixin.ExplanationMixin method) get_paths() (explainy.utils.surrogate_text.SurrogateText method) get_plot() (explainy.utils.surrogate_plot.SurrogatePlot method) get_plot_name() (explainy.core.explanation_base.ExplanationBase method) get_prediction() (explainy.core.explanation_base.ExplanationBase method) get_prediction_from_new_value() (explainy.explanations.counterfactual_explanation.CounterfactualExplanation method) get_rule() (explainy.utils.surrogate_text.SurrogateText method) get_sample_name() (explainy.core.explanation_base.ExplanationBase method) get_score_text() (explainy.core.explanation_base.ExplanationBase method) get_sentences() (explainy.core.explanation_base.ExplanationBase method) get_surrogate_model() (explainy.explanations.surrogate_model_explanation.SurrogateModelExplanation method) get_text() (explainy.utils.surrogate_text.SurrogateText method)

I

importance() (explainy.core.explanation_base.ExplanationBase method) (explainy.explanations.counterfactual_explanation.CounterfactualExplanation method) (explainy.explanations.surrogate_model_explanation.SurrogateModelExplanation method)

J

join_text_with_comma_and_and() (explainy.core.explanation_mixin.ExplanationMixin static method)

K

key_to_int() (explainy.utils.category_mapper.CategoryMapper static method)

L

load_json() (explainy.utils.category_mapper.CategoryMapper method)

Logger (class in explainy.logger)

M

map_category() (explainy.core.explanation_mixin.ExplanationMixin method) module explainy explainy.core explainy.core.explanation explainy.core.explanation_base explainy.core.explanation_mixin explainy.explanations explainy.explanations.counterfactual_explanation explainy.explanations.permutation_explanation explainy.explanations.shap_explanation explainy.explanations.surrogate_model_explanation explainy.logger explainy.utils explainy.utils.category_mapper explainy.utils.surrogate_plot explainy.utils.surrogate_text explainy.utils.utils

O

one_hot_encoding_text() (explainy.utils.surrogate_plot.SurrogatePlot static method)

P

PermutationExplanation (class in explainy.explanations.permutation_explanation) plot() (explainy.core.explanation_base.ExplanationBase method) (explainy.explanations.counterfactual_explanation.CounterfactualExplanation method) (explainy.explanations.permutation_explanation.PermutationExplanation method) (explainy.explanations.shap_explanation.ShapExplanation method) (explainy.explanations.surrogate_model_explanation.SurrogateModelExplanation method)

print_output() (explainy.core.explanation.Explanation method)

S

save() (explainy.core.explanation_base.ExplanationBase method) (explainy.explanations.surrogate_model_explanation.SurrogateModelExplanation method) save_csv() (explainy.core.explanation_base.ExplanationBase method) set_defaults() (explainy.explanations.surrogate_model_explanation.SurrogateModelExplanation method) set_paths() (explainy.core.explanation_base.ExplanationBase method)

setup_logger() (explainy.core.explanation_base.ExplanationBase method) ShapExplanation (class in explainy.explanations.shap_explanation) SurrogateModelExplanation (class in explainy.explanations.surrogate_model_explanation) SurrogatePlot (class in explainy.utils.surrogate_plot) SurrogateText (class in explainy.utils.surrogate_text)