Index _ | A | B | C | D | E | F | G | L | M | N | O | P | R | S | T | U | V _ __init__() (pyreal.explainers.DecisionTreeExplainer method) (pyreal.explainers.ExplainerBase method) (pyreal.explainers.GlobalFeatureImportance method) (pyreal.explainers.LocalFeatureContribution method) (pyreal.explainers.PartialDependenceExplainer method) (pyreal.explainers.SimilarExamples method) (pyreal.explanation_types.base.Explanation method) (pyreal.explanation_types.decision_tree.DecisionTreeExplanation method) (pyreal.explanation_types.example_based.ExampleBasedExplanation method) (pyreal.explanation_types.example_based.SimilarExampleExplanation method) (pyreal.explanation_types.feature_based.AdditiveFeatureContributionExplanation method) (pyreal.explanation_types.feature_based.AdditiveFeatureImportanceExplanation method) (pyreal.explanation_types.feature_based.FeatureBased method) (pyreal.explanation_types.feature_based.FeatureContributionExplanation method) (pyreal.explanation_types.feature_based.FeatureImportanceExplanation method) (pyreal.explanation_types.feature_value_based.FeatureValueBased method) (pyreal.explanation_types.feature_value_based.PartialDependenceExplanation method) (pyreal.RealApp method) (pyreal.transformers.Aggregator method) (pyreal.transformers.BoolToIntCaster method) (pyreal.transformers.ColumnDropTransformer method) (pyreal.transformers.DataFrameWrapper method) (pyreal.transformers.FeatureSelectTransformer method) (pyreal.transformers.LatLongToPlace method) (pyreal.transformers.MappingsOneHotDecoder method) (pyreal.transformers.MappingsOneHotEncoder method) (pyreal.transformers.MinMaxScaler method) (pyreal.transformers.MultiIndexFrameToNestedFrame method) (pyreal.transformers.MultiIndexFrameToNumpy2d method) (pyreal.transformers.MultiIndexFrameToNumpy3d method) (pyreal.transformers.MultiTypeImputer method) (pyreal.transformers.NarrativeTransformer method) (pyreal.transformers.NestedFrameToMultiIndexFrame method) (pyreal.transformers.NestedFrameToNumpy3d method) (pyreal.transformers.Normalizer method) (pyreal.transformers.Numpy2dToMultiIndexFrame method) (pyreal.transformers.Numpy2dToNestedFrame method) (pyreal.transformers.Numpy3dToMultiIndexFrame method) (pyreal.transformers.Numpy3dToNestedFrame method) (pyreal.transformers.OneHotEncoder method) (pyreal.transformers.Pandas2dToMultiIndexFrame method) (pyreal.transformers.StandardScaler method) (pyreal.transformers.TimeSeriesPadder method) (pyreal.transformers.Transformer method) A add_model() (pyreal.RealApp method) AdditiveFeatureContributionExplanation (class in pyreal.explanation_types.feature_based) AdditiveFeatureImportanceExplanation (class in pyreal.explanation_types.feature_based) Aggregator (class in pyreal.transformers) apply_feature_descriptions() (pyreal.explanation_types.base.Explanation method) B BoolToIntCaster (class in pyreal.transformers) C ColumnDropTransformer (class in pyreal.transformers) D DataFrameWrapper (class in pyreal.transformers) DecisionTreeExplainer (class in pyreal.explainers) DecisionTreeExplanation (class in pyreal.explanation_types.decision_tree) E example_table() (in module pyreal.visualize) ExampleBasedExplanation (class in pyreal.explanation_types.example_based) ExplainerBase (class in pyreal.explainers) Explanation (class in pyreal.explanation_types.base) F feature_bar_plot() (in module pyreal.visualize) feature_scatter_plot() (in module pyreal.visualize) FeatureBased (class in pyreal.explanation_types.feature_based) FeatureContributionExplanation (class in pyreal.explanation_types.feature_based) FeatureImportanceExplanation (class in pyreal.explanation_types.feature_based) FeatureSelectTransformer (class in pyreal.transformers) FeatureValueBased (class in pyreal.explanation_types.feature_value_based) fit() (pyreal.explainers.DecisionTreeExplainer method) (pyreal.explainers.ExplainerBase method) (pyreal.explainers.GlobalFeatureImportance method) (pyreal.explainers.LocalFeatureContribution method) (pyreal.explainers.PartialDependenceExplainer method) (pyreal.explainers.SimilarExamples method) from_sklearn() (pyreal.RealApp static method) G generate_mappings() (pyreal.transformers.Mappings static method) get() (pyreal.explanation_types.base.Explanation method) get_active_model() (pyreal.RealApp method) get_explanation() (pyreal.explanation_types.base.Explanation method) get_top_contributors() (in module pyreal.utils.explanation_utils) get_values() (pyreal.explanation_types.base.Explanation method) GlobalFeatureImportance (class in pyreal.explainers) L LatLongToPlace (class in pyreal.transformers) load_model_from_pickle() (in module pyreal.utils.model_utils) load_model_from_weights() (in module pyreal.utils.model_utils) LocalFeatureContribution (class in pyreal.explainers) M MappingsOneHotDecoder (class in pyreal.transformers) MappingsOneHotEncoder (class in pyreal.transformers) MinMaxScaler (class in pyreal.transformers) model_predict() (pyreal.explainers.ExplainerBase method) MultiIndexFrameToNestedFrame (class in pyreal.transformers) MultiIndexFrameToNumpy2d (class in pyreal.transformers) MultiIndexFrameToNumpy3d (class in pyreal.transformers) MultiTypeImputer (class in pyreal.transformers) N NarrativeTransformer (class in pyreal.transformers) NestedFrameToMultiIndexFrame (class in pyreal.transformers) NestedFrameToNumpy3d (class in pyreal.transformers) Normalizer (class in pyreal.transformers) Numpy2dToMultiIndexFrame (class in pyreal.transformers) Numpy2dToNestedFrame (class in pyreal.transformers) Numpy3dToMultiIndexFrame (class in pyreal.transformers) Numpy3dToNestedFrame (class in pyreal.transformers) O OneHotEncoder (class in pyreal.transformers) P Pandas2dToMultiIndexFrame (class in pyreal.transformers) PartialDependenceExplainer (class in pyreal.explainers) PartialDependenceExplanation (class in pyreal.explanation_types.feature_value_based) plot_explanation() (in module pyreal.visualize) plot_timeseries_saliency() (in module pyreal.visualize) plot_tree_explanation() (in module pyreal.visualize) predict() (pyreal.RealApp method) predict_proba() (pyreal.RealApp method) prepare_feature_contributions() (pyreal.RealApp method) prepare_feature_importance() (pyreal.RealApp method) prepare_similar_examples() (pyreal.RealApp method) produce() (pyreal.explainers.DecisionTreeExplainer method) (pyreal.explainers.ExplainerBase method) (pyreal.explainers.GlobalFeatureImportance method) (pyreal.explainers.LocalFeatureContribution method) (pyreal.explainers.PartialDependenceExplainer method) (pyreal.explainers.SimilarExamples method) produce_feature_contributions() (pyreal.RealApp method) produce_feature_importance() (pyreal.RealApp method) produce_narrative_feature_contributions() (pyreal.RealApp method) produce_similar_examples() (pyreal.RealApp method) R RealApp (class in pyreal) S set_active_model_id() (pyreal.RealApp method) SimilarExampleExplanation (class in pyreal.explanation_types.example_based) SimilarExamples (class in pyreal.explainers) StandardScaler (class in pyreal.transformers) strip_plot() (in module pyreal.visualize) T TimeSeriesPadder (class in pyreal.transformers) train_feature_contribution_llm() (pyreal.RealApp method) Transformer (class in pyreal.transformers) U update_explanation() (pyreal.explanation_types.base.Explanation method) update_values() (pyreal.explanation_types.base.Explanation method) V validate() (pyreal.explanation_types.base.Explanation method) validate_values() (pyreal.explanation_types.base.Explanation method)