XAIB modules reference¶ xaib.base Dataset Model Model.predict() Explainer Explainer.predict() Case Case.add_metric() Case.evaluate() Metric Metric.compute() Metric.evaluate() Factory Factory.add() Factory.get() Factory.get_constructor() Factory.get_names() xaib.cases xaib.cases.feature_importance CoherenceCase CompactnessCase ContinuityCase ContrastivityCase CorrectnessCase CovariateComplexityCase xaib.cases.example_selection CorrectnessCase ContinuityCase ContrastivityCase CovariateComplexityCase CoherenceCase xaib.datasets SkDataset SkDataset.get_meta() SyntheticDataset SyntheticDataset.get_meta() xaib.explainers xaib.explainers.feature_importance ConstantExplainer ConstantExplainer.predict() LimeExplainer LimeExplainer.predict() LinearRegressionExplainer LinearRegressionExplainer.predict() RandomExplainer RandomExplainer.predict() ShapExplainer ShapExplainer.predict() xaib.explainers.example_selection ConstantExplainer ConstantExplainer.predict() KNNExplainer KNNExplainer.predict() RandomExplainer RandomExplainer.predict() xaib.metrics xaib.metrics.feature_importance CovariateRegularity CovariateRegularity.compute() LabelDifference LabelDifference.compute() OtherDisagreement OtherDisagreement.compute() ModelRandomizationCheck ModelRandomizationCheck.compute() SmallNoiseCheck SmallNoiseCheck.compute() Sparsity Sparsity.compute() xaib.metrics.example_selection CovariateRegularity CovariateRegularity.compute() ModelRandomizationCheck ModelRandomizationCheck.compute() SmallNoiseCheck SmallNoiseCheck.compute() TargetDiscriminativeness TargetDiscriminativeness.compute() SameClassCheck SameClassCheck.compute() xaib.models xaib.utils batch_rmse() entropy() batch_gini() batch_count_eq() minmax_normalize() SimpleDataloader