Index A | B | C | D | E | F | G | H | L | M | N | P | R | S | T | V A all_trees_valid (dpg.explainer.DPGLocalExplanation attribute) as_dict() (dpg.explainer.DPGExplanation method) (dpg.explainer.DPGLocalExplanation method) (dpg.explainer.DPGTreePathExplanation method) B brand_sequential_cmap() (in module dpg.themes) builder (dpg.explainer.DPGExplainer property) C calculate_boundaries() (metrics.graph.GraphMetrics class method) calculate_class_boundaries() (metrics.graph.GraphMetrics static method) change_edge_color() (in module dpg.visualizer) change_node_color() (in module dpg.utils) (in module dpg.visualizer) class_boundaries (dpg.explainer.DPGExplanation attribute) class_cmap() (in module dpg.themes) class_feature_predicate_counts() (dpg.explainer.DPGExplainer method) (in module dpg.visualizer) class_feature_predicate_positions() (in module dpg.visualizer) class_lookup_from_target_names() (in module dpg.visualizer) class_votes (dpg.explainer.DPGLocalExplanation attribute) classwise_feature_bounds_from_communities() (in module dpg.visualizer) clustering() (metrics.graph.GraphMetrics class method) communities (dpg.explainer.DPGExplanation attribute) communities_to_csv() (metrics.graph.GraphMetrics static method) COMMUNITY_BOUNDARY_THRESHOLD (metrics.graph.GraphMetrics attribute) community_cmap() (in module dpg.themes) community_threshold (dpg.explainer.DPGExplanation attribute) create_dataframes() (metrics.graph.GraphMetrics class method) D dataset_feature_bounds_by_class() (in module dpg.visualizer) decimal_threshold (dpg.core.DecisionPredicateGraph attribute) DecisionPredicateGraph (class in dpg.core) DEFAULT_DPG_CONFIG (in module dpg.core) delete_folder_contents() (in module dpg.utils) discover_dfg() (dpg.core.DecisionPredicateGraph method) discover_dfg_execution_trace() (dpg.core.DecisionPredicateGraph method) discrete_palette() (in module dpg.themes) dot (dpg.explainer.DPGExplanation attribute) dpg module dpg.core module dpg.explainer module dpg.sklearn_normalizer module dpg.themes module dpg.utils module dpg.visualizer module DPG_CLASS_PALETTE (in module dpg.themes) DPG_COLORS (in module dpg.themes) DPG_MPL_STYLE (in module dpg.themes) DPG_OLIVE_CLASS_PALETTE (in module dpg.themes) DPG_PREDICATE_LINE_PALETTE (in module dpg.themes) DPGError DPGExplainer (class in dpg.explainer) DPGExplanation (class in dpg.explainer) DPGLocalExplanation (class in dpg.explainer) DPGTreePathExplanation (class in dpg.explainer) E edge_exists (dpg.explainer.DPGTreePathExplanation attribute) edge_metrics (dpg.explainer.DPGExplanation attribute) edge_sequential_cmap() (in module dpg.themes) EdgeMetrics (class in metrics.edges) ends_in_leaf (dpg.explainer.DPGTreePathExplanation attribute) evaluate_faithfulness() (dpg.explainer.DPGExplainer method) explain_global() (dpg.explainer.DPGExplainer method) explain_local() (dpg.explainer.DPGExplainer method) extract_class_boundaries() (metrics.graph.GraphMetrics class method) extract_communities() (metrics.graph.GraphMetrics class method) extract_edge_metrics() (metrics.edges.EdgeMetrics static method) extract_feature_intervals() (metrics.graph.GraphMetrics class method) extract_graph_metrics() (metrics.graph.GraphMetrics class method) extract_graph_metrics_lpa() (metrics.graph.GraphMetrics class method) extract_node_metrics() (metrics.nodes.NodeMetrics method) F feature_color_map() (in module dpg.themes) feature_names (dpg.core.DecisionPredicateGraph attribute) filter_log() (dpg.core.DecisionPredicateGraph method) fit() (dpg.core.DecisionPredicateGraph method) (dpg.explainer.DPGExplainer method) G GB_MODELS (dpg.sklearn_normalizer.SklearnEnsembleNormalizer attribute) generate_dot() (dpg.core.DecisionPredicateGraph method) get_tree_class_index() (dpg.sklearn_normalizer.SklearnEnsembleNormalizer static method) graph (dpg.explainer.DPGExplanation attribute) graph_construction_mode (dpg.core.DecisionPredicateGraph attribute) graph_path_valid (dpg.explainer.DPGTreePathExplanation attribute) graph_validated (dpg.explainer.DPGLocalExplanation attribute) GraphMetrics (class in metrics.graph) H HAS_OMEGACONF (in module dpg.core) highlight_class_node() (in module dpg.utils) L labels (dpg.explainer.DPGTreePathExplanation attribute) LEGACY_COLORS (in module dpg.themes) LEGACY_MPL_STYLE (in module dpg.themes) local_path_dataframe() (dpg.explainer.DPGExplainer method) lrc_predicate_scores() (in module dpg.visualizer) M majority_vote (dpg.explainer.DPGLocalExplanation attribute) mean_bc (dpg.explainer.DPGTreePathExplanation attribute) mean_lrc (dpg.explainer.DPGTreePathExplanation attribute) metrics module metrics.edges module metrics.graph module metrics.nodes module model (dpg.core.DecisionPredicateGraph attribute) module dpg dpg.core dpg.explainer dpg.sklearn_normalizer dpg.themes dpg.utils dpg.visualizer metrics metrics.edges metrics.graph metrics.nodes N n_jobs (dpg.core.DecisionPredicateGraph attribute) needs_normalization() (dpg.sklearn_normalizer.SklearnEnsembleNormalizer static method) node_ids (dpg.explainer.DPGTreePathExplanation attribute) node_metrics (dpg.explainer.DPGExplanation attribute) NodeMetrics (class in metrics.nodes) nodes (dpg.explainer.DPGExplanation attribute) normalize() (dpg.sklearn_normalizer.SklearnEnsembleNormalizer static method) normalize_data() (in module dpg.visualizer) P parse_feature_from_predicate() (in module dpg.visualizer) parse_predicate_parts() (in module dpg.visualizer) path_confidence (dpg.explainer.DPGTreePathExplanation attribute) path_mode (dpg.explainer.DPGLocalExplanation attribute) perc_var (dpg.core.DecisionPredicateGraph attribute) plot() (dpg.explainer.DPGExplainer method) plot_class_bounds_vs_dataset_ranges() (dpg.explainer.DPGExplainer method) plot_class_feature_complexity() (dpg.explainer.DPGExplainer method) (in module dpg.visualizer) plot_communities() (dpg.explainer.DPGExplainer method) plot_dpg() (in module dpg.visualizer) plot_dpg_class_bounds_vs_dataset_feature_ranges() (in module dpg.visualizer) plot_dpg_communities() (in module dpg.visualizer) plot_dpg_constraints_overview() (in module dpg.visualizer) plot_dpg_local_paths_aggregate() (in module dpg.visualizer) plot_dpg_reg() (in module dpg.visualizer) plot_lec_vs_rf_importance() (in module dpg.visualizer) plot_local_on_dpg() (dpg.explainer.DPGExplainer method) plot_lrc_importance() (dpg.explainer.DPGExplainer method) plot_lrc_vs_rf_importance() (in module dpg.visualizer) plot_sample_using_bc_weights() (dpg.explainer.DPGExplainer method) (in module dpg.visualizer) plot_top_lrc_predicate_splits() (in module dpg.visualizer) plot_top_lrc_splits() (dpg.explainer.DPGExplainer method) predicate_line_color_map() (in module dpg.themes) predicate_truths (dpg.explainer.DPGTreePathExplanation attribute) R resolve_theme_context() (in module dpg.themes) S sample (dpg.explainer.DPGLocalExplanation attribute) sample_bc_weights() (dpg.explainer.DPGExplainer method) (in module dpg.visualizer) sample_confidence (dpg.explainer.DPGLocalExplanation attribute) sample_id (dpg.explainer.DPGLocalExplanation attribute) SklearnEnsembleNormalizer (class in dpg.sklearn_normalizer) starts_from_root (dpg.explainer.DPGTreePathExplanation attribute) SUPPORTED_GRAPH_CONSTRUCTION_MODES (dpg.core.DecisionPredicateGraph attribute) T target_names (dpg.core.DecisionPredicateGraph attribute) (metrics.graph.GraphMetrics attribute) to_networkx() (dpg.core.DecisionPredicateGraph method) tracing_ensemble() (dpg.core.DecisionPredicateGraph method) tracing_ensemble_parallel() (dpg.core.DecisionPredicateGraph method) tree_index (dpg.explainer.DPGTreePathExplanation attribute) tree_paths (dpg.explainer.DPGLocalExplanation attribute) tree_prefix (dpg.explainer.DPGTreePathExplanation attribute) V visualization_config (dpg.core.DecisionPredicateGraph attribute)
