Index

A

AbstractBBox (class in xailib.models.bbox)

B

bb (xailib.explainers.lime_explainer.LimeXAIImageExplainer attribute) (xailib.explainers.lime_explainer.LimeXAITabularExplainer attribute) (xailib.explainers.lime_explainer.LimeXAITextExplainer attribute) (xailib.explainers.lore_explainer.LoreTabularExplainer attribute)

bbox (xailib.models.keras_classifier_wrapper.keras_classifier_wrapper attribute) (xailib.models.keras_ts_classifier_wrapper.keras_classifier_wrapper attribute) (xailib.models.sklearn_classifier_wrapper.sklearn_classifier_wrapper attribute) (xailib.models.sklearn_ts_classifier_wrapper.sklearn_classifier_wrapper attribute)

E

exp (xailib.explainers.lime_explainer.LimeXAITabularExplanation attribute) expected_value() (xailib.explainers.shap_explainer_tab.ShapXAITabularExplainer method) explain() (xailib.Explainer method) (xailib.explainers.lime_explainer.LimeXAIImageExplainer method) (xailib.explainers.lime_explainer.LimeXAITabularExplainer method) (xailib.explainers.lime_explainer.LimeXAITextExplainer method) (xailib.explainers.lore_explainer.LoreTabularExplainer method) (xailib.explainers.rise_explainer.RiseXAIImageExplainer method) (xailib.explainers.shap_explainer_tab.ShapXAITabularExplainer method) (xailib.xailib_base.Explainer method) (xailib.xailib_image.ImageExplainer method) (xailib.xailib_tabular.TabularExplainer method) (xailib.xailib_text.TextExplainer method) (xailib.xailib_transparent_by_design.Explainer method) (xailib.xailib_ts.TSExplainer method)

Explainer (class in xailib) (class in xailib.xailib_base) (class in xailib.xailib_transparent_by_design) Explanation (class in xailib) (class in xailib.xailib_base) (class in xailib.xailib_transparent_by_design)

F

fit() (xailib.Explainer method) (xailib.explainers.lime_explainer.LimeXAIImageExplainer method) (xailib.explainers.lime_explainer.LimeXAITabularExplainer method) (xailib.explainers.lime_explainer.LimeXAITextExplainer method) (xailib.explainers.lore_explainer.LoreTabularExplainer method) (xailib.explainers.rise_explainer.RiseXAIImageExplainer method) (xailib.explainers.shap_explainer_tab.ShapXAITabularExplainer method) (xailib.xailib_base.Explainer method) (xailib.xailib_image.ImageExplainer method) (xailib.xailib_tabular.TabularExplainer method) (xailib.xailib_text.TextExplainer method) (xailib.xailib_transparent_by_design.Explainer method) (xailib.xailib_ts.TSExplainer method)

G

getCounterExemplars() (xailib.explainers.lime_explainer.LimeXAITabularExplanation method) (xailib.explainers.lore_explainer.LoreTabularExplanation method) (xailib.explainers.shap_explainer_tab.ShapXAITabularExplanation method) (xailib.Explanation method) (xailib.xailib_base.Explanation method) (xailib.xailib_image.ImageExplanation method) (xailib.xailib_tabular.TabularExplanation method) (xailib.xailib_text.TextExplanation method) (xailib.xailib_transparent_by_design.Explanation method) (xailib.xailib_ts.TSExplanation method) getCounterfactualRules() (xailib.explainers.lime_explainer.LimeXAITabularExplanation method) (xailib.explainers.lore_explainer.LoreTabularExplanation method) (xailib.explainers.shap_explainer_tab.ShapXAITabularExplanation method) (xailib.Explanation method) (xailib.xailib_base.Explanation method) (xailib.xailib_image.ImageExplanation method) (xailib.xailib_tabular.TabularExplanation method) (xailib.xailib_text.TextExplanation method) (xailib.xailib_transparent_by_design.Explanation method) (xailib.xailib_ts.TSExplanation method) getExemplars() (xailib.explainers.lime_explainer.LimeXAITabularExplanation method) (xailib.explainers.lore_explainer.LoreTabularExplanation method) (xailib.explainers.shap_explainer_tab.ShapXAITabularExplanation method) (xailib.Explanation method) (xailib.xailib_base.Explanation method) (xailib.xailib_image.ImageExplanation method) (xailib.xailib_tabular.TabularExplanation method) (xailib.xailib_text.TextExplanation method) (xailib.xailib_transparent_by_design.Explanation method) (xailib.xailib_ts.TSExplanation method)

getFeaturesImportance() (xailib.explainers.lime_explainer.LimeXAITabularExplanation method) (xailib.explainers.lore_explainer.LoreTabularExplanation method) (xailib.explainers.shap_explainer_tab.ShapXAITabularExplanation method) (xailib.Explanation method) (xailib.xailib_base.Explanation method) (xailib.xailib_image.ImageExplanation method) (xailib.xailib_tabular.TabularExplanation method) (xailib.xailib_text.TextExplanation method) (xailib.xailib_transparent_by_design.Explanation method) (xailib.xailib_ts.TSExplanation method) getRules() (xailib.explainers.lime_explainer.LimeXAITabularExplanation method) (xailib.explainers.lore_explainer.LoreTabularExplanation method) (xailib.explainers.shap_explainer_tab.ShapXAITabularExplanation method) (xailib.Explanation method) (xailib.xailib_base.Explanation method) (xailib.xailib_image.ImageExplanation method) (xailib.xailib_tabular.TabularExplanation method) (xailib.xailib_text.TextExplanation method) (xailib.xailib_transparent_by_design.Explanation method) (xailib.xailib_ts.TSExplanation method)

I

ImageExplainer (class in xailib.xailib_image)

ImageExplanation (class in xailib.xailib_image)

K

keras_classifier_wrapper (class in xailib.models.keras_classifier_wrapper) (class in xailib.models.keras_ts_classifier_wrapper)

L

lime_explainer (xailib.explainers.lime_explainer.LimeXAIImageExplainer attribute), [1] (xailib.explainers.lime_explainer.LimeXAITabularExplainer attribute), [1] (xailib.explainers.lime_explainer.LimeXAITextExplainer attribute), [1] LimeXAIImageExplainer (class in xailib.explainers.lime_explainer) LimeXAITabularExplainer (class in xailib.explainers.lime_explainer)

LimeXAITabularExplanation (class in xailib.explainers.lime_explainer) LimeXAITextExplainer (class in xailib.explainers.lime_explainer) lore_explainer (xailib.explainers.lore_explainer.LoreTabularExplainer attribute) LoreTabularExplainer (class in xailib.explainers.lore_explainer) LoreTabularExplanation (class in xailib.explainers.lore_explainer)

M

model() (xailib.models.keras_classifier_wrapper.keras_classifier_wrapper method) (xailib.models.keras_ts_classifier_wrapper.keras_classifier_wrapper method) (xailib.models.sklearn_classifier_wrapper.sklearn_classifier_wrapper method) (xailib.models.sklearn_ts_classifier_wrapper.sklearn_classifier_wrapper method) module xailib xailib.data_loaders xailib.data_loaders.dataframe_loader, [1] xailib.explainers xailib.explainers.lime_explainer, [1] xailib.explainers.lore_explainer, [1] xailib.explainers.rise_explainer, [1] xailib.explainers.shap_explainer_tab, [1] xailib.metrics xailib.models xailib.models.bbox, [1] xailib.models.keras_classifier_wrapper, [1] xailib.models.keras_ts_classifier_wrapper xailib.models.sklearn_classifier_wrapper, [1] xailib.models.sklearn_ts_classifier_wrapper xailib.xailib_base, [1] xailib.xailib_image, [1] xailib.xailib_tabular, [1] xailib.xailib_text, [1] xailib.xailib_transparent_by_design, [1] xailib.xailib_ts, [1]

N

NoExplainerFound

P

plot_features_importance() (xailib.explainers.lime_explainer.LimeXAITabularExplanation method) (xailib.explainers.shap_explainer_tab.ShapXAITabularExplanation method) plot_features_importance_from() (xailib.xailib_tabular.TabularExplanation method) plot_lime_values() (xailib.explainers.lime_explainer.LimeXAIImageExplainer method) (xailib.explainers.lime_explainer.LimeXAITabularExplainer method) plot_shap_values() (xailib.explainers.shap_explainer_tab.ShapXAITabularExplainer method) plotCounterfactualRules() (xailib.explainers.lore_explainer.LoreTabularExplanation method) plotRules() (xailib.explainers.lore_explainer.LoreTabularExplanation method) predict() (xailib.models.bbox.AbstractBBox method) (xailib.models.keras_classifier_wrapper.keras_classifier_wrapper method) (xailib.models.keras_ts_classifier_wrapper.keras_classifier_wrapper method) (xailib.models.sklearn_classifier_wrapper.sklearn_classifier_wrapper method) (xailib.models.sklearn_ts_classifier_wrapper.sklearn_classifier_wrapper method) (xailib.xailib_transparent_by_design.Explainer method)

predict_proba() (xailib.models.bbox.AbstractBBox method) (xailib.models.keras_classifier_wrapper.keras_classifier_wrapper method) (xailib.models.keras_ts_classifier_wrapper.keras_classifier_wrapper method) (xailib.models.sklearn_classifier_wrapper.sklearn_classifier_wrapper method) (xailib.models.sklearn_ts_classifier_wrapper.sklearn_classifier_wrapper method) (xailib.xailib_transparent_by_design.Explainer method) prepare_dataframe() (in module xailib.data_loaders.dataframe_loader)

R

random_state (xailib.explainers.lore_explainer.LoreTabularExplainer attribute)

RiseXAIImageExplainer (class in xailib.explainers.rise_explainer)

S

shap_explainer (xailib.explainers.shap_explainer_tab.ShapXAITabularExplainer attribute) ShapXAITabularExplainer (class in xailib.explainers.shap_explainer_tab)

ShapXAITabularExplanation (class in xailib.explainers.shap_explainer_tab) sklearn_classifier_wrapper (class in xailib.models.sklearn_classifier_wrapper) (class in xailib.models.sklearn_ts_classifier_wrapper)

T

TabularExplainer (class in xailib.xailib_tabular) TabularExplanation (class in xailib.xailib_tabular) TextExplainer (class in xailib.xailib_text)

TextExplanation (class in xailib.xailib_text) TSExplainer (class in xailib.xailib_ts) TSExplanation (class in xailib.xailib_ts)

X

xailib module xailib.data_loaders module xailib.data_loaders.dataframe_loader module, [1] xailib.explainers module xailib.explainers.lime_explainer module, [1] xailib.explainers.lore_explainer module, [1] xailib.explainers.rise_explainer module, [1] xailib.explainers.shap_explainer_tab module, [1] xailib.metrics module xailib.models module xailib.models.bbox module, [1]

xailib.models.keras_classifier_wrapper module, [1] xailib.models.keras_ts_classifier_wrapper module xailib.models.sklearn_classifier_wrapper module, [1] xailib.models.sklearn_ts_classifier_wrapper module xailib.xailib_base module, [1] xailib.xailib_image module, [1] xailib.xailib_tabular module, [1] xailib.xailib_text module, [1] xailib.xailib_transparent_by_design module, [1] xailib.xailib_ts module, [1]