Index

_

__init__() (skater.data.DataManager method) (skater.model.DeployedModel method) (skater.model.InMemoryModel method)

A

access_learned_rules() (skater.core.global_interpretation.interpretable_models.bigdatabrlc.BigDataBRLC method) (skater.core.global_interpretation.interpretable_models.brlc.BRLC method)

B

best_score_ (skater.core.global_interpretation.tree_surrogate.TreeSurrogate attribute)

BigDataBRLC (class in skater.core.global_interpretation.interpretable_models.bigdatabrlc) BRLC (class in skater.core.global_interpretation.interpretable_models.brlc)

C

compute_3d_gradients() (skater.core.global_interpretation.partial_dependence.PartialDependence static method)

D

data_set (skater.core.global_interpretation.feature_importance.FeatureImportance attribute) (skater.core.global_interpretation.partial_dependence.PartialDependence attribute) decisions_as_txt() (skater.core.global_interpretation.tree_surrogate.TreeSurrogate method)

DeepInterpreter (class in skater.core.local_interpretation.dnni.deep_interpreter) discretizer() (skater.core.global_interpretation.interpretable_models.bigdatabrlc.BigDataBRLC method) (skater.core.global_interpretation.interpretable_models.brlc.BRLC method)

E

estimator_ (skater.core.global_interpretation.tree_surrogate.TreeSurrogate attribute) estimator_type_ (skater.core.global_interpretation.tree_surrogate.TreeSurrogate attribute)

explain() (skater.core.local_interpretation.dnni.deep_interpreter.DeepInterpreter method) explain_instance() (skater.core.local_interpretation.lime.lime_tabular.LimeTabularExplainer method)

F

feature_importance() (skater.core.global_interpretation.feature_importance.FeatureImportance method) FeatureImportance (class in skater.core.global_interpretation.feature_importance)

fit() (skater.core.global_interpretation.interpretable_models.bigdatabrlc.BigDataBRLC method) (skater.core.global_interpretation.interpretable_models.brlc.BRLC method) (skater.core.global_interpretation.tree_surrogate.TreeSurrogate method)

G

generate_column_sample() (skater.data.DataManager method)

generate_grid() (skater.data.DataManager method) generate_sample() (skater.data.DataManager method)

I

IntegratedGradients (class in skater.core.local_interpretation.dnni.gradient_relevance_scorer)

L

LimeTabularExplainer (class in skater.core.local_interpretation.lime.lime_tabular) load_data() (skater.core.explanations.Interpretation method) (skater.core.global_interpretation.feature_importance.FeatureImportance method) (skater.core.global_interpretation.partial_dependence.PartialDependence method)

load_model() (skater.core.global_interpretation.interpretable_models.bigdatabrlc.BigDataBRLC method) (skater.core.global_interpretation.interpretable_models.brlc.BRLC method) LRP (class in skater.core.local_interpretation.dnni.gradient_relevance_scorer)

O

Occlusion (class in skater.core.local_interpretation.dnni.perturbation_relevance_scorer)

P

partial_dependence() (skater.core.global_interpretation.partial_dependence.PartialDependence method) PartialDependence (class in skater.core.global_interpretation.partial_dependence) plot_feature_importance() (skater.core.global_interpretation.feature_importance.FeatureImportance method) plot_global_decisions() (skater.core.global_interpretation.tree_surrogate.TreeSurrogate method) plot_partial_dependence() (skater.core.global_interpretation.partial_dependence.PartialDependence method) predict() (skater.core.global_interpretation.interpretable_models.bigdatabrlc.BigDataBRLC method) (skater.core.global_interpretation.interpretable_models.brlc.BRLC method) (skater.core.global_interpretation.tree_surrogate.TreeSurrogate method)

predict_proba() (skater.core.global_interpretation.interpretable_models.bigdatabrlc.BigDataBRLC method) (skater.core.global_interpretation.interpretable_models.brlc.BRLC method) print_model() (skater.core.global_interpretation.interpretable_models.bigdatabrlc.BigDataBRLC method) (skater.core.global_interpretation.interpretable_models.brlc.BRLC method)

S

save_model() (skater.core.global_interpretation.interpretable_models.bigdatabrlc.BigDataBRLC method) (skater.core.global_interpretation.interpretable_models.brlc.BRLC method) scorer_name_ (skater.core.global_interpretation.tree_surrogate.TreeSurrogate attribute)

set_params() (skater.core.global_interpretation.interpretable_models.bigdatabrlc.BigDataBRLC method) (skater.core.global_interpretation.interpretable_models.brlc.BRLC method) skater (module) subsample() (skater.core.global_interpretation.interpretable_models.bigdatabrlc.BigDataBRLC method)

T

training_labels (skater.core.global_interpretation.feature_importance.FeatureImportance attribute) (skater.core.global_interpretation.partial_dependence.PartialDependence attribute)

TreeSurrogate (class in skater.core.global_interpretation.tree_surrogate)