Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z _ __add__() (MultiTrees method) __getattr__() (AsyncInfinity method) (Infinity method) __getitem__() (MultiTrees method) __len__() (MultiTrees method) __post_init__() (ColumnResolver method) __repr__() (MultiTrees method) (UploadedModel method) __str__() (SecurityResult method) _context_keys (ContextOperations attribute) _df (ContextOperations attribute) A accumulate_num_binnings() (BinAggregator method) accumulate_sym_binnings() (BinAggregator method) action_distribution() (Plots method) action_overlap() (Plots method) action_variation() (Plot method) active_model (AsyncChampionChallenger attribute) (ChampionChallenger attribute) active_ranges() (ADMDatamart method) add_conditional_model() (AsyncPrediction method) (Prediction method) add_frequency_pct_to_df() (Aggregate method) add_metadata() (ONNXModel method) add_rag_columns() (in module pdstools.utils.metric_limits) ADMDatamart (class in pdstools.adm.ADMDatamart) ADMModelSnapshot (class in pdstools.adm.Schema) AdmModelType (class in pdstools.infinity.resources.prediction_studio.types) ADMPredictorBinningSnapshot (class in pdstools.adm.Schema) ADMTrees (class in pdstools.adm.ADMTrees) ADMTreesModel (class in pdstools.adm.ADMTrees) agb (ADMDatamart attribute) AGB (class in pdstools.adm.ADMTrees) Aggregate (class in pdstools.explanations.Aggregate) aggregate (ContextOperations attribute), [1] (Explanations attribute) (Plots attribute) aggregate_folder (Reports attribute) aggregate_remaining_per_stage() (DecisionAnalyzer method) aggregates (ADMDatamart attribute) Aggregates (class in pdstools.adm.Aggregates) (class in pdstools.ih.Aggregates) (class in pdstools.valuefinder.Aggregates) aggregates (IH attribute), [1] (ValueFinder attribute) ALIASES (in module pdstools.cli) aliases (TableConfig attribute) all_components_distribution() (DecisionAnalyzer method) ALL_CONTEXT_CONTENT_TEMPLATE (in module pdstools.reports.GlobalExplanations.scripts.generate_report) ALL_CONTEXT_HEADER_TEMPLATE (in module pdstools.reports.GlobalExplanations.scripts.generate_report) all_formats() (MetricFormats class method) ALL_NBAD_CONFIGURATIONS (in module pdstools.utils.metric_limits) ALL_NBAD_PREDICTIONS (in module pdstools.utils.metric_limits) all_predictorbinning (BinAggregator property) all_values_per_split (ADMTreesModel property) allowed_keys (ModelSecurityValidator attribute) ALLOWED_OUTPUT_KEYS (in module pdstools.infinity.resources.prediction_studio.model_security) ALLOWED_PEGA_KEYS (in module pdstools.infinity.resources.prediction_studio.model_security) ALLOWED_PREDICTOR_KEYS (in module pdstools.infinity.resources.prediction_studio.model_security) allValuesPerSplit (ADMTreesModel attribute) alternativeLabels (ModelAttributes attribute) Anonymization (class in pdstools.pega_io.Anonymization) anonymize() (Anonymization method) answer (BuddyResponse attribute) ANY_FRAME (in module pdstools.utils.types) apply_filter() (in module pdstools.decision_analyzer.utils) apply_predictor_categorization() (ADMDatamart method) apply_to_gt() (NumberFormat method) APPS (in module pdstools.cli) arbitration_stage (DecisionAnalyzer property) area_under_curve() (in module pdstools.decision_analyzer.utils) AsyncChampionChallenger (class in pdstools.infinity.resources.prediction_studio.base) (class in pdstools.infinity.resources.prediction_studio.v24_2.champion_challenger) AsyncDataMartExport (class in pdstools.infinity.resources.prediction_studio.base) AsyncDatamartExport (class in pdstools.infinity.resources.prediction_studio.v24_2.datamart_export) AsyncInfinity (class in pdstools.infinity.client) AsyncKnowledgeBuddy (class in pdstools.infinity.resources.knowledge_buddy.knowledge_buddy) AsyncModel (class in pdstools.infinity.resources.prediction_studio.base) (class in pdstools.infinity.resources.prediction_studio.v24_2.model) AsyncNotification (class in pdstools.infinity.resources.prediction_studio.base) AsyncPrediction (class in pdstools.infinity.resources.prediction_studio.base) (class in pdstools.infinity.resources.prediction_studio.v24_1.prediction) (class in pdstools.infinity.resources.prediction_studio.v24_2.prediction) AsyncPredictionStudio (class in pdstools.infinity.resources.prediction_studio.v24_1.prediction_studio) (class in pdstools.infinity.resources.prediction_studio.v24_2.prediction_studio) AsyncPredictionStudioBase (class in pdstools.infinity.resources.prediction_studio.base) AsyncRepository (class in pdstools.infinity.resources.prediction_studio.base) (class in pdstools.infinity.resources.prediction_studio.v24_1.repository) (class in pdstools.infinity.resources.prediction_studio.v24_2.repository) Attribute (class in pdstools.infinity.resources.knowledge_buddy.knowledge_buddy) attributes (Chunk attribute) AttributeValue (class in pdstools.infinity.resources.knowledge_buddy.knowledge_buddy) auc_from_bincounts() (in module pdstools.utils.cdh_utils) auc_from_probs() (in module pdstools.utils.cdh_utils) auc_to_gini() (in module pdstools.utils.cdh_utils) aucpr_from_bincounts() (in module pdstools.utils.cdh_utils) aucpr_from_probs() (in module pdstools.utils.cdh_utils) audit_tag_mapping (in module pdstools.decision_analyzer.column_schema) available_levels (DecisionAnalyzer property) AvailableNBADStages (DecisionAnalyzer attribute) avg_by_hierarchy() (in module pdstools.utils.report_utils) B baseline_accuracy (Metadata attribute) baseline_auc (Metadata attribute) batch_size (Anonymization attribute) best_practice_max() (MetricLimits class method) best_practice_min() (MetricLimits class method) bin_aggregator (ADMDatamart attribute) bin_log_odds() (in module pdstools.utils.cdh_utils) BinAggregator (class in pdstools.adm.BinAggregator) BINARY (OutcomeType attribute) binning_lift() (Plots method) bubble_chart() (Plots method) bucketName (S3Data attribute) BuddyResponse (class in pdstools.infinity.resources.knowledge_buddy.knowledge_buddy) build_predictor_list() (Metadata static method) by_context_folder (ReportGenerator attribute) C cache_to_file() (in module pdstools.pega_io.File) cached_datamart() (in module pdstools.utils.streamlit_utils) cached_prediction_table() (in module pdstools.utils.streamlit_utils) cached_sample() (in module pdstools.utils.streamlit_utils) cached_sample_prediction() (in module pdstools.utils.streamlit_utils) calculate_pmi() (IH static method) CATEGORICAL (OutcomeType attribute) category (AsyncChampionChallenger attribute) (ChampionChallenger attribute) cc_id (AsyncChampionChallenger attribute) (ChampionChallenger attribute) cdh_sample() (in module pdstools.utils.datasets) challenger_model (AsyncChampionChallenger attribute) (ChampionChallenger attribute) champion_percentage (AsyncChampionChallenger attribute) (ChampionChallenger attribute) ChampionChallenger (class in pdstools.infinity.resources.prediction_studio.base) (class in pdstools.infinity.resources.prediction_studio.v24_2.champion_challenger) check_dependencies() (LazyNamespace method) check_for_typos() (in module pdstools.cli) check_report_for_errors() (in module pdstools.utils.report_utils) Chunk (class in pdstools.infinity.resources.knowledge_buddy.knowledge_buddy) chunk_to_parquet() (Anonymization method) chunker() (Anonymization static method) chunks (SearchResultValue attribute) cleanup_raw_data() (DecisionAnalyzer method) client (AsyncChampionChallenger attribute) (ChampionChallenger attribute) color_mappings (DecisionAnalyzer property) COLORSCALE_TYPES (in module pdstools.prediction.Prediction) (in module pdstools.valuefinder.Plots) COLORSCALES (in module pdstools.utils.plot_utils) colorway (in module pdstools.utils.pega_template) ColumnResolver (class in pdstools.decision_analyzer.utils) columns_to_drop (ColumnResolver attribute) combine_two_numbinnings() (BinAggregator method) combined_data (ADMDatamart attribute) compact (NumberFormat attribute) component_action_impact() (Plot method) component_drilldown() (Plot method) compute_categorization_over_time() (ADMTreesModel method) compute_model_hash() (in module pdstools.infinity.resources.prediction_studio.model_security) compute_over_time() (MultiTrees method) configure_predictor_categorization() (in module pdstools.utils.streamlit_utils) content (Chunk attribute) context (AsyncChampionChallenger attribute) (ChampionChallenger attribute) CONTEXT_FOLDER (in module pdstools.reports.GlobalExplanations.scripts.generate_report) context_key (ContextInfo attribute) context_keys (ADMDatamart attribute) (MultiTrees attribute) context_operations (Aggregate attribute) context_value (ContextInfo attribute) ContextInfo (class in pdstools.explanations.ExplanationsUtils) ContextOperations (class in pdstools.explanations.ExplanationsUtils) contexts (Preprocess attribute) (ReportGenerator attribute) CONTINUOUS (OutcomeType attribute) contributions() (Plots method) control_groups_trend() (Plots method) convert_df() (in module pdstools.utils.streamlit_utils) copy_quarto_file() (in module pdstools.utils.report_utils) copy_report_resources() (in module pdstools.utils.report_utils) create_categorical_color_mappings() (in module pdstools.utils.color_mapping) create_empty_numbinning() (BinAggregator method) create_hierarchical_selectors() (in module pdstools.decision_analyzer.utils) create_metric_gttable() (in module pdstools.utils.report_utils) create_metric_itable() (in module pdstools.utils.report_utils) create_parameter_distribution_boxplots() (in module pdstools.decision_analyzer.plots) create_parser() (in module pdstools.cli) create_symbol_list() (BinAggregator method) create_win_distribution_plot() (in module pdstools.decision_analyzer.plots) create_working_and_temp_dir() (in module pdstools.utils.cdh_utils) created_by (Metadata attribute) created_date (Metadata attribute) ctr_trend() (PredictionPlots method) D data (IH attribute), [1] data_file (Explanations attribute) (Preprocess attribute) data_folder (Explanations attribute) DATA_FOLDER (in module pdstools.reports.GlobalExplanations.scripts.generate_report) data_folder (ReportGenerator attribute) data_foldername (Preprocess attribute) data_folderpath (Aggregate attribute) (Preprocess attribute) data_pattern (Aggregate attribute) data_type (Predictor attribute) datamart (AGB attribute) (Aggregates attribute) (Plots attribute) (Reports attribute) DataMartExport (class in pdstools.infinity.resources.prediction_studio.base) DatamartExport (class in pdstools.infinity.resources.prediction_studio.v24_2.datamart_export) decimals (NumberFormat attribute) decision_data (DecisionAnalyzer attribute), [1] decision_funnel() (Plot method) DecisionAnalyzer (class in pdstools.decision_analyzer.DecisionAnalyzer) (in module pdstools.decision_analyzer.column_schema) decisions_without_actions_plot() (Plot method) DecisionTime (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) default (TableConfig attribute) DEFAULT_BOXPLOT_POINT_CAP (in module pdstools.decision_analyzer.plots) DEFAULT_FORMAT (MetricFormats attribute) default_ia_controlgroups (ImpactAnalyzer attribute) default_ia_experiments (ImpactAnalyzer attribute) default_predictor_categorization() (in module pdstools.utils.cdh_utils) DEFAULT_SAMPLE_SIZE (in module pdstools.decision_analyzer.DecisionAnalyzer) defaults (in module pdstools.explanations.ExplanationsUtils) dependencies (Aggregate attribute) (BinAggregator attribute) (ContextOperations attribute) (FilterWidget attribute) (LazyNamespace attribute) (Plots attribute), [1], [2] (PredictionPlots attribute) (Preprocess attribute) (Reports attribute), [1] dependency_great_table() (in module pdstools.utils.show_versions) dependency_group (Aggregate attribute) (ContextOperations attribute) (FilterWidget attribute) (LazyNamespace attribute) (Plots attribute), [1] (Preprocess attribute) (Reports attribute), [1] DEPLOYMENT_MODE (in module pdstools.infinity.resources.prediction_studio.base) deserialize_query() (in module pdstools.utils.report_utils) determine_extract_type() (in module pdstools.decision_analyzer.utils) df (ValueFinder attribute) df_contextual (Aggregate attribute) df_overall (Aggregate attribute) discover_model_types() (AGB method) display_by (ReportGenerator attribute) DISPLAY_BY_DEFAULT (in module pdstools.reports.GlobalExplanations.scripts.generate_report) display_by_text (ReportGenerator attribute) DISPLAY_BY_TEXT_DEFAULT (in module pdstools.reports.GlobalExplanations.scripts.generate_report) display_name (StageGroupDef attribute) (TableConfig attribute) distribution() (Plot method) distribution_as_treemap() (Plot method) distribution_per_threshold() (Plots method) dm (BinAggregator attribute) E ENCODING (in module pdstools.reports.GlobalExplanations.scripts.generate_report) ensure_session_data() (in module pdstools.utils.streamlit_utils) estimate_extraction_time() (in module pdstools.utils.progress_utils) estimate_sampling_time() (in module pdstools.utils.progress_utils) evaluate_metric_rag() (MetricLimits class method) excel_report() (Reports method) exclusive_0_1_range_rag() (in module pdstools.utils.metric_limits) expand_nested_deps() (in module pdstools.utils.show_versions) experiment_id (Metadata attribute) ExplainabilityExtract (in module pdstools.decision_analyzer.column_schema) explanations (Aggregate attribute) Explanations (class in pdstools.explanations.Explanations) explanations (FilterWidget attribute) (Plots attribute) (Preprocess attribute) (Reports attribute) explanations_folder (Preprocess attribute) extract_type (DecisionAnalyzer attribute), [1] F F (in module pdstools.utils.cdh_utils) feature_importance() (in module pdstools.utils.cdh_utils) fields_for_data_filtering (DecisionAnalyzer attribute) Figure (in module pdstools.prediction.Prediction) (in module pdstools.utils.cdh_utils) (in module pdstools.valuefinder.Plots) file_batch_limit (Preprocess attribute) file_limit (Anonymization attribute) file_path (H2OModel attribute) (PMMLModel attribute) (UploadedModel attribute) file_source (Metadata attribute) filter (Explanations attribute) filter_dataframe() (in module pdstools.utils.streamlit_utils) FilterAttributes (class in pdstools.infinity.resources.knowledge_buddy.knowledge_buddy) filtered_action_counts() (DecisionAnalyzer method) filtered_sample (DecisionAnalyzer property) filtering_components() (Plot method) FilterWidget (class in pdstools.explanations.FilterWidget) final_columns (ColumnResolver attribute) FinalPropensity (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) find_files() (in module pdstools.pega_io.File) find_lever_value() (DecisionAnalyzer method) first (MultiTrees property) first_action_dates (ADMDatamart attribute) format_count_for_filename() (in module pdstools.decision_analyzer.utils) format_polars_column() (NumberFormat method) format_time_estimate() (in module pdstools.utils.progress_utils) format_value() (NumberFormat method) from_dataflow_export() (ADMDatamart class method) (Prediction class method) (ValueFinder class method) from_date (Explanations attribute) (Preprocess attribute) (ReportGenerator attribute) FROM_DATE_DEFAULT (in module pdstools.reports.GlobalExplanations.scripts.generate_report) from_decision_analyzer() (DecisionAnalyzer class method) from_ds_export() (ADMDatamart class method) (IH class method) (Prediction class method) (ValueFinder class method) from_explainability_extract() (DecisionAnalyzer class method) from_file_path() (in module pdstools.utils.streamlit_utils) from_ih() (ImpactAnalyzer class method) from_json() (Metadata class method) from_mock_data() (IH class method) (Prediction class method) from_onnx_proto() (ONNXModel class method) from_pdc() (ADMDatamart class method) (ImpactAnalyzer class method) (Prediction class method) from_processed_data() (Prediction class method) from_prpc_date_time() (in module pdstools.utils.cdh_utils) from_pytorch() (ONNXModel class method) from_s3() (ADMDatamart class method) (IH class method) (Prediction class method) from_sklearn_pipeline() (ONNXModel class method) from_uploaded_file() (in module pdstools.utils.streamlit_utils) from_vbd() (ImpactAnalyzer class method) funnel_chart() (Plots method) G gains_chart() (Plots method) gains_per_split (ADMTreesModel property) gains_per_tree (ADMTreesModel property) gains_table() (in module pdstools.utils.cdh_utils) (in module pdstools.utils.report_utils) gainsPerSplit (ADMTreesModel attribute) gainsPerTree (ADMTreesModel attribute) generate (ADMDatamart attribute) generate() (Preprocess method) (Reports method) generate_zipped_report() (in module pdstools.utils.report_utils) generator (in module pdstools.reports.GlobalExplanations.scripts.generate_report) get() (in module pdstools.infinity.resources.prediction_studio) (MetricFormats class method) get_ab_test_results() (DecisionAnalyzer method) get_action_variation_data() (DecisionAnalyzer method) get_ADMDatamart() (S3Data method) get_agb_models() (AGB method) get_all_values_per_split() (ADMTreesModel method) get_all_visited_nodes() (ADMTreesModel method) get_async() (in module pdstools.infinity.resources.prediction_studio) get_available_fields_for_filtering() (DecisionAnalyzer method) get_champion_challengers() (AsyncPrediction method) (Prediction method) get_channel_defaults() (in module pdstools.utils.pega_outcomes) get_colorscale() (in module pdstools.utils.plot_utils) get_component_action_impact() (DecisionAnalyzer method) get_component_drilldown() (DecisionAnalyzer method) get_context_info_str() (ContextOperations static method) get_context_keys() (ContextOperations method) get_counts_for_threshold() (Aggregates method) get_counts_per_stage() (Aggregates method) get_current_index() (in module pdstools.utils.streamlit_utils) get_customer_summary() (Aggregates method) get_data_path() (in module pdstools.utils.streamlit_utils) get_decisions_without_actions_data() (DecisionAnalyzer method) get_df() (ContextOperations method) get_df_contextual() (Aggregate method) get_df_overall() (Aggregate method) get_display_name() (in module pdstools.decision_analyzer.stage_grouping) get_distribution_data() (DecisionAnalyzer method) get_file_path() (H2OModel method) (LocalModel method) (PMMLModel method) get_filter_component_data() (DecisionAnalyzer method) get_filter_specs() (in module pdstools.utils.streamlit_utils) get_first_level_stats() (in module pdstools.decision_analyzer.utils) get_funnel_data() (DecisionAnalyzer method) get_funnel_summary() (DecisionAnalyzer method) get_gains_per_split() (ADMTreesModel method) get_grouped_gains_per_split() (ADMTreesModel method) get_last_data_for_report() (ADMDatamart method) get_latest_file() (in module pdstools.pega_io.File) get_latest_pdstools_version() (in module pdstools.utils.cdh_utils) get_limit_for_metric() (MetricLimits class method) get_limits() (MetricLimits class method) get_list() (ContextOperations method) get_metadata() (ONNXModel method) get_metric_limits_path() (in module pdstools.resources) get_metric_RAG_code() (MetricLimits class method) get_missing_columns() (ColumnResolver method) get_model() (AsyncPredictionStudio method) (PredictionStudio method) get_multi_trees() (ADMTrees static method) get_nodes_recursively() (ADMTreesModel method) get_notifications() (AsyncModel method) (AsyncPrediction method) (AsyncPredictionStudio method) (Model method) (Prediction method) (PredictionStudio method) get_offer_quality() (DecisionAnalyzer method) get_offer_variability_stats() (DecisionAnalyzer method) get_openrate_labels() (in module pdstools.utils.pega_outcomes) get_optionality_data() (DecisionAnalyzer method) get_optionality_funnel() (DecisionAnalyzer method) get_or_default() (MetricFormats class method) get_output_filename() (in module pdstools.utils.report_utils) get_pandoc_with_version() (in module pdstools.utils.report_utils) get_possible_scope_values() (DecisionAnalyzer method) get_possible_stage_values() (DecisionAnalyzer method) get_prediction() (AsyncPredictionStudio method) (PredictionStudio method) get_predictions_channel_mapping() (in module pdstools.utils.metric_limits) get_predictor_contributions() (Aggregate method) get_predictor_value_contributions() (Aggregate method) get_predictors() (ADMTreesModel method) get_quarto_with_version() (in module pdstools.utils.report_utils) get_sample_limit() (in module pdstools.utils.streamlit_utils) get_scope_config() (in module pdstools.decision_analyzer.utils) get_selected_context() (FilterWidget method) get_selected_group_rank_boundaries() (DecisionAnalyzer method) get_sensitivity() (DecisionAnalyzer method) get_sequences() (IH method) get_source_numbinning() (BinAggregator method) get_splits_recursively() (ADMTreesModel method) get_stage_display_name() (in module pdstools.decision_analyzer.stage_grouping) get_stage_group_display_name() (in module pdstools.decision_analyzer.stage_grouping) get_stage_group_for_stage() (in module pdstools.decision_analyzer.stage_grouping) get_standard_NBAD_channels() (in module pdstools.utils.metric_limits) get_table_definition() (in module pdstools.decision_analyzer.utils) get_temp_dir() (in module pdstools.utils.streamlit_utils) get_threshold_from_quantile() (Aggregates method) get_thresholding_data() (DecisionAnalyzer method) get_token() (in module pdstools.pega_io.API) get_tree_representation() (ADMTreesModel method) get_tree_stats() (ADMTreesModel method) get_trend_data() (DecisionAnalyzer method) get_unique_contexts_list() (Aggregate method) get_url() (in module pdstools.pega_io.API) get_visited_nodes() (ADMTreesModel method) get_win_distribution_data() (DecisionAnalyzer method) get_win_loss_counts() (DecisionAnalyzer method) get_win_loss_distribution_data() (DecisionAnalyzer method) get_win_loss_distributions() (DecisionAnalyzer method) get_winning_or_losing_interactions() (DecisionAnalyzer method) getDatamartData() (S3Data method) getS3Files() (S3Data method) getTrendChart() (in module pdstools.decision_analyzer.plots) gini_coefficient() (in module pdstools.decision_analyzer.utils) global_winloss_distribution() (Plot method) GRADIENT_BOOSTING (AdmModelType attribute) grouped_dependencies() (in module pdstools.utils.show_versions) grouped_gains_per_split (ADMTreesModel property) groupedGainsPerSplit (ADMTreesModel attribute) H H2OModel (class in pdstools.infinity.resources.prediction_studio.local_model_utils) has_format() (MetricFormats class method) health_check() (Reports method) height() (Sample method) I ia (Plots attribute), [1] ia_data (ImpactAnalyzer attribute), [1] ih (Aggregates attribute), [1] IH (class in pdstools.ih.IH) ih (Plots attribute), [1] ImpactAnalyzer (class in pdstools.impactanalyzer.ImpactAnalyzer) import_datamart() (in module pdstools.utils.streamlit_utils) import_file() (in module pdstools.pega_io.File) index (Predictor attribute) Infinity (class in pdstools.infinity.client) initialized (Aggregate attribute) (ContextOperations attribute), [1] input_name (Predictor attribute) interactive() (FilterWidget method) internal (Metadata attribute) INTRODUCTION_FILENAME (in module pdstools.reports.GlobalExplanations.scripts.generate_report) is_available (Prediction property) is_context_selected() (FilterWidget method) is_secure (SecurityResult attribute) is_standard_NBAD_configuration() (in module pdstools.utils.metric_limits) is_standard_NBAD_prediction() (in module pdstools.utils.metric_limits) is_valid (Prediction property) is_valid_polars_duration() (in module pdstools.utils.cdh_utils) issues (SecurityResult attribute) item() (Sample method) K knowledge_buddy (AsyncInfinity attribute) (Infinity attribute) KnowledgeBuddy (class in pdstools.infinity.resources.knowledge_buddy.knowledge_buddy) L label (ModelAttributes attribute) label_name (Output attribute) last (MultiTrees property) last() (Aggregates method) last_modified_date (Metadata attribute) lazy_sample() (in module pdstools.utils.cdh_utils) LazyNamespace (class in pdstools.utils.namespaces) LazyNamespaceMeta (class in pdstools.utils.namespaces) learning_rate (ADMTreesModel attribute) LEFT_PREFIX (Preprocess attribute) legend_color_order() (in module pdstools.utils.cdh_utils) level (DecisionAnalyzer attribute) lift (Metrics attribute) lift() (in module pdstools.utils.cdh_utils) lift_trend() (PredictionPlots method) list_available_models_to_add() (AsyncChampionChallenger method) (ChampionChallenger method) list_metrics() (MetricFormats class method) list_models() (AsyncPredictionStudio method) (PredictionStudio method) list_predictions() (AsyncPredictionStudio method), [1] (PredictionStudio method), [1] locale (NumberFormat attribute) LocalModel (class in pdstools.infinity.resources.prediction_studio.base) log_odds_polars() (in module pdstools.utils.cdh_utils) logger (in module pdstools.decision_analyzer.DecisionAnalyzer) (in module pdstools.decision_analyzer.utils) (in module pdstools.ih.Plots) (in module pdstools.impactanalyzer.Plots) (in module pdstools.infinity.resources.prediction_studio) (in module pdstools.infinity.resources.prediction_studio.local_model_utils) (in module pdstools.infinity.resources.prediction_studio.model_security) (in module pdstools.infinity.resources.prediction_studio.v24_2.champion_challenger) (in module pdstools.pega_io.File) (in module pdstools.prediction.Prediction) (in module pdstools.reports.GlobalExplanations.scripts.generate_report) (in module pdstools.utils.cdh_utils) (in module pdstools.utils.namespaces) (in module pdstools.utils.report_utils) (in module pdstools.utils.show_versions) (in module pdstools.valuefinder.Plots) M main() (in module pdstools.cli) max_by_hierarchy() (in module pdstools.utils.report_utils) MAX_POSSIBLE_VALUES (in module pdstools.infinity.resources.prediction_studio.model_security) MAX_PREDICTOR_COUNT (in module pdstools.infinity.resources.prediction_studio.model_security) max_propensity_per_customer (Aggregates property) MAX_STRING_LENGTH (in module pdstools.infinity.resources.prediction_studio.model_security) max_value (Output attribute) max_win_rank (DecisionAnalyzer attribute) maximum() (MetricLimits class method) memory_limit (Preprocess attribute) message (MissingDependenciesException attribute) Metadata (class in pdstools.infinity.resources.prediction_studio.local_model_utils) metric_descriptions() (ADMTreesModel static method) MetricFormats (class in pdstools.utils.metric_limits) MetricLimits (class in pdstools.utils.metric_limits) metrics (ADMTreesModel property) Metrics (class in pdstools.infinity.resources.prediction_studio.base) metrics (ModelAttributes attribute) MetricSpec (in module pdstools.utils.metric_limits) min_max() (Anonymization static method) min_value (Output attribute) minimum() (MetricLimits class method) MissingDependenciesException model (ADMTreesModel attribute) Model (class in pdstools.infinity.resources.prediction_studio.base) (class in pdstools.infinity.resources.prediction_studio.v24_2.model) model_and_row_counts() (in module pdstools.utils.streamlit_utils) model_context_limit (Preprocess attribute) (ReportGenerator attribute) model_data (ADMDatamart attribute) model_name (Explanations attribute) (MultiTrees attribute) (Preprocess attribute) model_objective (AsyncChampionChallenger attribute) (ChampionChallenger attribute) model_performance_trend() (Plots method) model_reports() (Reports method) model_selection_df() (in module pdstools.utils.streamlit_utils) model_summary() (Aggregates method) model_type (ModelAttributes attribute) model_version (Metadata attribute) ModelAttributes (class in pdstools.infinity.resources.prediction_studio.base) modelId (ModelAttributes attribute) modeling_technique (Metadata attribute) (ModelAttributes attribute) ModelPositives (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) ModelSecurityValidator (class in pdstools.infinity.resources.prediction_studio.model_security) ModelValidationError module pdstools pdstools.adm pdstools.adm.ADMDatamart pdstools.adm.ADMTrees pdstools.adm.Aggregates pdstools.adm.BinAggregator pdstools.adm.Plots pdstools.adm.Reports pdstools.adm.Schema pdstools.cli pdstools.decision_analyzer pdstools.decision_analyzer.column_schema pdstools.decision_analyzer.data_read_utils pdstools.decision_analyzer.DecisionAnalyzer pdstools.decision_analyzer.plots pdstools.decision_analyzer.stage_grouping pdstools.decision_analyzer.utils pdstools.explanations pdstools.explanations.Aggregate pdstools.explanations.Explanations pdstools.explanations.ExplanationsUtils pdstools.explanations.FilterWidget pdstools.explanations.Plots pdstools.explanations.Preprocess pdstools.explanations.Reports pdstools.explanations.resources pdstools.ih pdstools.ih.Aggregates pdstools.ih.IH pdstools.ih.Plots pdstools.impactanalyzer pdstools.impactanalyzer.ImpactAnalyzer pdstools.impactanalyzer.Plots pdstools.infinity pdstools.infinity.client pdstools.infinity.internal pdstools.infinity.resources pdstools.infinity.resources.knowledge_buddy pdstools.infinity.resources.knowledge_buddy.knowledge_buddy pdstools.infinity.resources.prediction_studio pdstools.infinity.resources.prediction_studio.base pdstools.infinity.resources.prediction_studio.local_model_utils pdstools.infinity.resources.prediction_studio.model_security pdstools.infinity.resources.prediction_studio.types pdstools.infinity.resources.prediction_studio.v24_1 pdstools.infinity.resources.prediction_studio.v24_1.prediction pdstools.infinity.resources.prediction_studio.v24_1.prediction_studio pdstools.infinity.resources.prediction_studio.v24_1.repository pdstools.infinity.resources.prediction_studio.v24_2 pdstools.infinity.resources.prediction_studio.v24_2.champion_challenger pdstools.infinity.resources.prediction_studio.v24_2.datamart_export pdstools.infinity.resources.prediction_studio.v24_2.model pdstools.infinity.resources.prediction_studio.v24_2.model_upload pdstools.infinity.resources.prediction_studio.v24_2.prediction pdstools.infinity.resources.prediction_studio.v24_2.prediction_studio pdstools.infinity.resources.prediction_studio.v24_2.repository pdstools.pega_io pdstools.pega_io.Anonymization pdstools.pega_io.API pdstools.pega_io.File pdstools.pega_io.S3 pdstools.prediction pdstools.prediction.Prediction pdstools.reports pdstools.reports.GlobalExplanations pdstools.reports.GlobalExplanations.scripts pdstools.reports.GlobalExplanations.scripts.generate_report pdstools.resources pdstools.utils pdstools.utils.cdh_utils pdstools.utils.color_mapping pdstools.utils.datasets pdstools.utils.errors pdstools.utils.metric_limits pdstools.utils.namespaces pdstools.utils.number_format pdstools.utils.pega_outcomes pdstools.utils.pega_template pdstools.utils.plot_utils pdstools.utils.polars_ext pdstools.utils.progress_utils pdstools.utils.report_utils pdstools.utils.show_versions pdstools.utils.streamlit_utils pdstools.utils.table_definitions pdstools.utils.types pdstools.valuefinder pdstools.valuefinder.Aggregates pdstools.valuefinder.Plots pdstools.valuefinder.Schema pdstools.valuefinder.ValueFinder MULTI_CHANNEL_NBAD_PREDICTIONS (in module pdstools.utils.metric_limits) multiple_predictor_binning() (Plots method) multiple_score_distributions() (Plots method) MultiTrees (class in pdstools.adm.ADMTrees) N n_customers (ValueFinder attribute) n_unique_values() (in module pdstools.utils.report_utils) NAIVE_BAYES (AdmModelType attribute) name (AsyncRepository attribute) (Attribute attribute) (FilterAttributes attribute) (Predictor attribute) (Repository attribute) (SearchResult attribute) (TextInput attribute) NBAD_PIPELINE (in module pdstools.decision_analyzer.stage_grouping) nbad_stages (ValueFinder attribute) negative_outcome_labels (IH attribute), [1] negative_positive (in module pdstools.utils.pega_template) neutral_positive (in module pdstools.utils.pega_template) NoAPIAccessError normalize_all_binnings() (BinAggregator method) nospaces (ADMTreesModel attribute) NotApplicableError Notification (class in pdstools.infinity.resources.prediction_studio.base) NotificationCategory (in module pdstools.infinity.resources.prediction_studio.types) num_sample_interactions (DecisionAnalyzer property) NumberFormat (class in pdstools.utils.number_format) O objective (Metadata attribute) (ModelAttributes attribute) offer_quality_piecharts() (in module pdstools.decision_analyzer.plots) offer_quality_single_pie() (in module pdstools.decision_analyzer.plots) ONNXModel (class in pdstools.infinity.resources.prediction_studio.local_model_utils) ONNXModelCreationError ONNXModelValidationError optionality_funnel() (Plot method) optionality_per_stage() (Plot method) optionality_trend() (Plot method) outcome_labels (ImpactAnalyzer attribute) outcome_labels_used (IH attribute) (ImpactAnalyzer attribute) outcome_type (ModelAttributes attribute) OutcomeType (class in pdstools.infinity.resources.prediction_studio.local_model_utils) Output (class in pdstools.infinity.resources.prediction_studio.local_model_utils) output (Metadata attribute) output_file (Anonymization attribute) over_time() (Plots method) overall_gauges() (Plots method) overall_summary() (Aggregates method) (ImpactAnalyzer method) (Prediction method) overlap_lists_polars() (in module pdstools.utils.cdh_utils) overlap_matrix() (in module pdstools.utils.cdh_utils) overview() (Plots method) OVERVIEW_FILENAME (in module pdstools.reports.GlobalExplanations.scripts.generate_report) overview_stats (DecisionAnalyzer property) P P (in module pdstools.valuefinder.Plots) package_name (in module pdstools.utils.show_versions) params_file (Reports attribute) PARAMS_FILENAME (in module pdstools.reports.GlobalExplanations.scripts.generate_report) parent_model_id (Metadata attribute) parse_filter_specs() (in module pdstools.decision_analyzer.utils) parse_pega_date_time_formats() (in module pdstools.utils.cdh_utils) parse_sample_flag() (in module pdstools.decision_analyzer.utils) parse_sample_spec() (in module pdstools.utils.streamlit_utils) parse_split_values() (ADMTreesModel method) parse_split_values_with_spaces() (ADMTreesModel static method) partitioned_plot() (Plots method) path_to_files (Anonymization attribute) pdstools module pdstools.adm module pdstools.adm.ADMDatamart module pdstools.adm.ADMTrees module pdstools.adm.Aggregates module pdstools.adm.BinAggregator module pdstools.adm.Plots module pdstools.adm.Reports module pdstools.adm.Schema module pdstools.cli module pdstools.decision_analyzer module pdstools.decision_analyzer.column_schema module pdstools.decision_analyzer.data_read_utils module pdstools.decision_analyzer.DecisionAnalyzer module pdstools.decision_analyzer.plots module pdstools.decision_analyzer.stage_grouping module pdstools.decision_analyzer.utils module pdstools.explanations module pdstools.explanations.Aggregate module pdstools.explanations.Explanations module pdstools.explanations.ExplanationsUtils module pdstools.explanations.FilterWidget module pdstools.explanations.Plots module pdstools.explanations.Preprocess module pdstools.explanations.Reports module pdstools.explanations.resources module pdstools.ih module pdstools.ih.Aggregates module pdstools.ih.IH module pdstools.ih.Plots module pdstools.impactanalyzer module pdstools.impactanalyzer.ImpactAnalyzer module pdstools.impactanalyzer.Plots module pdstools.infinity module pdstools.infinity.client module pdstools.infinity.internal module pdstools.infinity.resources module pdstools.infinity.resources.knowledge_buddy module pdstools.infinity.resources.knowledge_buddy.knowledge_buddy module pdstools.infinity.resources.prediction_studio module pdstools.infinity.resources.prediction_studio.base module pdstools.infinity.resources.prediction_studio.local_model_utils module pdstools.infinity.resources.prediction_studio.model_security module pdstools.infinity.resources.prediction_studio.types module pdstools.infinity.resources.prediction_studio.v24_1 module pdstools.infinity.resources.prediction_studio.v24_1.prediction module pdstools.infinity.resources.prediction_studio.v24_1.prediction_studio module pdstools.infinity.resources.prediction_studio.v24_1.repository module pdstools.infinity.resources.prediction_studio.v24_2 module pdstools.infinity.resources.prediction_studio.v24_2.champion_challenger module pdstools.infinity.resources.prediction_studio.v24_2.datamart_export module pdstools.infinity.resources.prediction_studio.v24_2.model module pdstools.infinity.resources.prediction_studio.v24_2.model_upload module pdstools.infinity.resources.prediction_studio.v24_2.prediction module pdstools.infinity.resources.prediction_studio.v24_2.prediction_studio module pdstools.infinity.resources.prediction_studio.v24_2.repository module pdstools.pega_io module pdstools.pega_io.Anonymization module pdstools.pega_io.API module pdstools.pega_io.File module pdstools.pega_io.S3 module pdstools.prediction module pdstools.prediction.Prediction module pdstools.reports module pdstools.reports.GlobalExplanations module pdstools.reports.GlobalExplanations.scripts module pdstools.reports.GlobalExplanations.scripts.generate_report module pdstools.resources module pdstools.utils module pdstools.utils.cdh_utils module pdstools.utils.color_mapping module pdstools.utils.datasets module pdstools.utils.errors module pdstools.utils.metric_limits module pdstools.utils.namespaces module pdstools.utils.number_format module pdstools.utils.pega_outcomes module pdstools.utils.pega_template module pdstools.utils.plot_utils module pdstools.utils.polars_ext module pdstools.utils.progress_utils module pdstools.utils.report_utils module pdstools.utils.show_versions module pdstools.utils.streamlit_utils module pdstools.utils.table_definitions module pdstools.utils.types module pdstools.valuefinder module pdstools.valuefinder.Aggregates module pdstools.valuefinder.Plots module pdstools.valuefinder.Schema module pdstools.valuefinder.ValueFinder module PEGA_METADATA (in module pdstools.infinity.resources.prediction_studio.local_model_utils) pega_property (Predictor attribute) PegaDefaultTables (class in pdstools.utils.table_definitions) PegaDefaultTables.ADMModelSnapshot (class in pdstools.utils.table_definitions) PegaDefaultTables.ADMPredictorBinningSnapshot (class in pdstools.utils.table_definitions) PegaDefaultTables.pyValueFinder (class in pdstools.utils.table_definitions) performance (in module pdstools.utils.pega_template) (Metrics attribute) performance_threshold (Metadata attribute) performance_trend() (PredictionPlots method) performance_volume_distribution() (Plots method) performanceMeasure (Metrics attribute) pie_charts() (Plots method) plot (ADMDatamart attribute) Plot (class in pdstools.decision_analyzer.plots) plot (DecisionAnalyzer attribute), [1] (Explanations attribute) (IH attribute), [1] (ImpactAnalyzer attribute), [1] (Prediction attribute) (ValueFinder attribute) plot_binning_attribution() (BinAggregator method) plot_binning_lift() (BinAggregator method) plot_component_overview() (in module pdstools.decision_analyzer.plots) plot_contribution_per_tree() (ADMTreesModel method) plot_contributions_by_context() (Plots method) plot_contributions_for_overall() (Plots method) plot_lift_binning() (BinAggregator method) plot_priority_component_distribution() (in module pdstools.decision_analyzer.plots) plot_splits_per_variable() (ADMTreesModel method) plot_splits_per_variable_type() (ADMTreesModel method) plot_tree() (ADMTreesModel method) Plots (class in pdstools.adm.Plots) (class in pdstools.explanations.Plots) (class in pdstools.ih.Plots) (class in pdstools.impactanalyzer.Plots) (class in pdstools.valuefinder.Plots) PLOTS_FOR_BATCH (in module pdstools.reports.GlobalExplanations.scripts.generate_report) plots_for_batch_filepath (ReportGenerator attribute) pmi_overview() (IH static method) PMMLModel (class in pdstools.infinity.resources.prediction_studio.local_model_utils) polars_col_exists() (in module pdstools.utils.report_utils) POLARS_DURATION_PATTERN (in module pdstools.utils.cdh_utils) polars_subset_to_existing_cols() (in module pdstools.utils.report_utils) positive_negative (in module pdstools.utils.pega_template), [1] positive_outcome_labels (IH attribute), [1] positive_values() (in module pdstools.utils.metric_limits) possible_values (Output attribute) POTENTIALLY_MULTI_CHANNEL_NBAD_CONFIGURATIONS (in module pdstools.utils.metric_limits) preaggregated_filter_view (DecisionAnalyzer property) preaggregated_remaining_view (DecisionAnalyzer property) preaggregation_columns (DecisionAnalyzer attribute) predict_method_uses_name_value_pair (Metadata attribute) Prediction (class in pdstools.infinity.resources.prediction_studio.base) (class in pdstools.infinity.resources.prediction_studio.v24_1.prediction) (class in pdstools.infinity.resources.prediction_studio.v24_2.prediction) (class in pdstools.prediction.Prediction) prediction (PredictionPlots attribute) prediction_id (AsyncChampionChallenger attribute) (ChampionChallenger attribute) prediction_validity_expr (Prediction attribute) PredictionPlots (class in pdstools.prediction.Prediction) predictions (Prediction attribute) PredictionStudio (class in pdstools.infinity.resources.prediction_studio.v24_1.prediction_studio) (class in pdstools.infinity.resources.prediction_studio.v24_2.prediction_studio) PredictionStudioBase (class in pdstools.infinity.resources.prediction_studio.base) Predictor (class in pdstools.infinity.resources.prediction_studio.local_model_utils) predictor_binning() (Plots method) predictor_categorization() (ADMTreesModel method) predictor_category_performance() (Plots method) predictor_contribution() (Plots method) predictor_count() (Plots method) predictor_data (ADMDatamart attribute) predictor_list (Metadata attribute) predictor_performance() (Plots method) predictor_performance_heatmap() (Plots method) predictor_performance_pivot() (Aggregates method) predictors (ADMTreesModel attribute) (ADMTreesModel property) predictors_global_overview() (Aggregates method) predictors_overview() (Aggregates method) prepare_and_save() (in module pdstools.decision_analyzer.utils) Preprocess (class in pdstools.explanations.Preprocess) preprocess (Explanations attribute) preprocess() (Anonymization method) PRIO_COMPONENTS (in module pdstools.decision_analyzer.utils) prio_factor_boxplots() (Plot method) PRIO_FACTORS (in module pdstools.decision_analyzer.utils) priority_component_distribution() (DecisionAnalyzer method) process() (Anonymization method) process_files_to_bytes() (in module pdstools.utils.cdh_utils) progress_bar (Preprocess attribute) propensity_distribution() (Plots method) propensity_threshold() (Plots method) propensity_validation_warning (DecisionAnalyzer property) propensity_vs_optionality() (Plot method) properties (ADMTreesModel attribute) proposition_success_rates() (Plots method) pxApplication (ADMModelSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) pxCommitDateTime (ADMModelSnapshot attribute) (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pxInsName (ADMModelSnapshot attribute) (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pxObjClass (ADMModelSnapshot attribute) (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pxPriority (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) pxRank (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) pxSaveDateTime (ADMModelSnapshot attribute) (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyActivePredictors (ADMModelSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) pyAppliesToClass (ADMModelSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) pyBinIndex (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyBinLowerBound (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyBinNegatives (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyBinNegativesPercentage (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyBinPositives (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyBinPositivesPercentage (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyBinResponseCount (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyBinResponseCountPercentage (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyBinSymbol (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyBinType (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyBinUpperBound (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyChannel (ADMModelSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) pyConfigurationName (ADMModelSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) pyContents (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyCorrelationPredictor (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyCorrelationThreshold (ADMModelSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) pyDirection (ADMModelSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) pyEntryType (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyExtension (ADMModelSnapshot attribute) (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyFactoryUpdatetime (ADMModelSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) pyGroup (ADMModelSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) pyGroupIndex (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyIssue (ADMModelSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) pyLift (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyMemory (ADMModelSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) pyModelData (ADMModelSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) pyModelID (ADMModelSnapshot attribute) (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyModelPropensity (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) pyModelVersion (ADMModelSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) pyName (ADMModelSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) pyNegatives (ADMModelSnapshot attribute) (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyPerformance (ADMModelSnapshot attribute) (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyPerformanceError (ADMModelSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) pyPerformanceThreshold (ADMModelSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) pyPositives (ADMModelSnapshot attribute) (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyPredictorName (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyPropensity (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) pyRelativeBinNegatives (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyRelativeBinPositives (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyRelativeBinResponseCount (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyRelativeNegatives (ADMModelSnapshot attribute) (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyRelativePositives (ADMModelSnapshot attribute) (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyRelativeResponseCount (ADMModelSnapshot attribute) (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyResponseCount (ADMModelSnapshot attribute) (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pySnapshotTime (ADMModelSnapshot attribute) (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyStage (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) pySubjectID (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) pySubjectType (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) pySuccessRate (ADMModelSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) pyTotalBins (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyTotalPredictors (ADMModelSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) pyTreatment (ADMModelSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) pyType (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pyValueFinder (class in pdstools.valuefinder.Schema) pyZRatio (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) pzInsKey (ADMModelSnapshot attribute) (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) Q quarto_callout_important() (in module pdstools.utils.report_utils) quarto_callout_info() (in module pdstools.utils.report_utils) quarto_callout_no_prediction_data_warning() (in module pdstools.utils.report_utils) quarto_callout_no_predictor_data_warning() (in module pdstools.utils.report_utils) quarto_plot_exception() (in module pdstools.utils.report_utils) quarto_print() (in module pdstools.utils.report_utils) QUERY (in module pdstools.utils.types) query_batch_limit (Preprocess attribute) question_id (BuddyResponse attribute) R RAGValue (in module pdstools.utils.metric_limits) rank_boxplot() (Plot method) raw_columns (ColumnResolver attribute), [1] re_rank() (DecisionAnalyzer method) read_data() (in module pdstools.pega_io.File) read_dataflow_output() (in module pdstools.pega_io.File) read_ds_export() (in module pdstools.pega_io.File) read_gzipped_data() (in module pdstools.decision_analyzer.data_read_utils) read_gzipped_ndjson_directory() (in module pdstools.decision_analyzer.data_read_utils) read_multi_zip() (in module pdstools.pega_io.File) read_nested_zip_files() (in module pdstools.decision_analyzer.data_read_utils) read_zipped_file() (in module pdstools.pega_io.File) register() (MetricFormats class method) rename_and_cast_types() (in module pdstools.decision_analyzer.utils) rename_mapping (ColumnResolver attribute) report (Explanations attribute) report_folder (ReportGenerator attribute) report_foldername (Reports attribute) report_folderpath (Reports attribute) report_output_dir (Reports attribute) ReportGenerator (class in pdstools.reports.GlobalExplanations.scripts.generate_report) Reports (class in pdstools.adm.Reports) (class in pdstools.explanations.Reports) Repository (class in pdstools.infinity.resources.prediction_studio.base) (class in pdstools.infinity.resources.prediction_studio.v24_1.repository) (class in pdstools.infinity.resources.prediction_studio.v24_2.repository) repository() (AsyncPredictionStudio method), [1] (PredictionStudio method), [1] repository_name (UploadedModel attribute) require_dependencies() (in module pdstools.utils.namespaces) resolve() (ColumnResolver method) resolve_aliases() (in module pdstools.decision_analyzer.utils) resolve_filter_column() (in module pdstools.decision_analyzer.utils) resolve_outcome_labels() (in module pdstools.utils.pega_outcomes) response_count() (Plots method) response_count_tree_map() (Plots method) responsecount_trend() (PredictionPlots method) RIGHT_PREFIX (Preprocess attribute) roll_up() (BinAggregator method) root_dir (Explanations attribute) (ReportGenerator attribute) rule_set (Metadata attribute) rule_set_version (Metadata attribute) run() (in module pdstools.cli) (ONNXModel method) (ReportGenerator method) run_quarto() (in module pdstools.utils.report_utils) S S3Data (class in pdstools.pega_io.S3) safe_flatten_list() (in module pdstools.utils.cdh_utils) safe_range_auc() (in module pdstools.utils.cdh_utils) Sample (class in pdstools.utils.polars_ext) sample (DecisionAnalyzer property) sample() (Sample method) sample_interactions() (in module pdstools.decision_analyzer.utils) sample_size (DecisionAnalyzer attribute) sample_trees() (in module pdstools.utils.datasets) sample_value_finder() (in module pdstools.utils.datasets) sample_values() (in module pdstools.utils.report_utils) sanitize_metadata() (ModelSecurityValidator method) save() (ONNXModel method) save_data() (ADMDatamart method) (Prediction method) (ValueFinder method) scale_by (NumberFormat attribute) SCOPE_HIERARCHY (in module pdstools.decision_analyzer.utils) score() (ADMTreesModel method) score_distribution() (Plots method) score_name (Output attribute) search_results (BuddyResponse attribute) SearchResult (class in pdstools.infinity.resources.knowledge_buddy.knowledge_buddy) SearchResultValue (class in pdstools.infinity.resources.knowledge_buddy.knowledge_buddy) SecurityResult (class in pdstools.infinity.resources.prediction_studio.model_security) selected_files (Preprocess attribute) sensitivity() (Plot method) SEP (Preprocess attribute) serialize_query() (in module pdstools.utils.report_utils) set_level() (DecisionAnalyzer method) set_selected_context() (FilterWidget method) set_threshold() (ValueFinder method) setup_logger() (in module pdstools.utils.cdh_utils) shape() (Sample method) should_cache_source() (in module pdstools.decision_analyzer.utils) show_about_page() (in module pdstools.utils.streamlit_utils) show_credits() (in module pdstools.utils.report_utils) show_sidebar_branding() (in module pdstools.utils.streamlit_utils) show_version_header() (in module pdstools.utils.streamlit_utils) show_versions() (in module pdstools.utils.show_versions) SINGLE_CHANNEL_NBAD_CONFIGURATIONS (in module pdstools.utils.metric_limits) SINGLE_CHANNEL_NBAD_PREDICTIONS (in module pdstools.utils.metric_limits) SINGLE_CONTEXT_TEMPLATE (in module pdstools.reports.GlobalExplanations.scripts.generate_report) skip_col_prefix (Anonymization attribute) sort_by (ReportGenerator attribute) SORT_BY_DEFAULT (in module pdstools.reports.GlobalExplanations.scripts.generate_report) sort_by_text (ReportGenerator attribute) SORT_BY_TEXT_DEFAULT (in module pdstools.reports.GlobalExplanations.scripts.generate_report) source (ModelAttributes attribute) splits_per_tree (ADMTreesModel property) splits_per_variable_type (ADMTreesModel property) splitsPerTree (ADMTreesModel attribute) st_get_latest_pdstools_version() (in module pdstools.utils.streamlit_utils) stage_to_group_mapping (DecisionAnalyzer property) StageGroupDef (class in pdstools.decision_analyzer.stage_grouping) stages (StageGroupDef attribute) stages_from_arbitration_down (DecisionAnalyzer property) stages_with_propensity (DecisionAnalyzer property) STANDARD_NBAD_CHANNELS (in module pdstools.utils.metric_limits) standard_NBAD_channels_rag() (in module pdstools.utils.metric_limits) standard_NBAD_configurations_rag() (in module pdstools.utils.metric_limits) standard_NBAD_directions_rag() (in module pdstools.utils.metric_limits) standard_NBAD_predictions_rag() (in module pdstools.utils.metric_limits) standard_page_config() (in module pdstools.utils.streamlit_utils) StartingEvidence (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) status (BuddyResponse attribute) (ModelAttributes attribute) strict_positive_values() (in module pdstools.utils.metric_limits) subject (ModelAttributes attribute) success (in module pdstools.utils.pega_template) success_rate() (Plots method) success_rate_tree_map() (Plots method) suffix (NumberFormat attribute) summarize_by_interaction() (Aggregates method) summarize_control_groups() (ImpactAnalyzer method) summarize_experiments() (ImpactAnalyzer method) summary_by_channel() (Aggregates method) (ImpactAnalyzer method) (Prediction method) summary_by_configuration() (Aggregates method) summary_outcomes() (Aggregates method) summary_success_rates() (Aggregates method) T T (in module pdstools.valuefinder.Plots) table_definition (ColumnResolver attribute), [1] TableConfig (class in pdstools.decision_analyzer.column_schema) targetLabels (ModelAttributes attribute) temp_dir (S3Data attribute) temp_path (Anonymization attribute) TEMPLATES_FOLDER (in module pdstools.reports.GlobalExplanations.scripts.generate_report) TextInput (class in pdstools.infinity.resources.knowledge_buddy.knowledge_buddy) thread_count (Preprocess attribute) threshold (ValueFinder property) threshold_deciles() (Plot method) to_date (Explanations attribute) (Preprocess attribute) (ReportGenerator attribute) TO_DATE_DEFAULT (in module pdstools.reports.GlobalExplanations.scripts.generate_report) to_json() (Metadata method) to_pandas_format() (NumberFormat method) to_polars_expr() (NumberFormat method) to_prpc_date_time() (in module pdstools.utils.cdh_utils) TOP_K (in module pdstools.reports.GlobalExplanations.scripts.generate_report) top_k (ReportGenerator attribute) TOP_N (in module pdstools.reports.GlobalExplanations.scripts.generate_report) top_n (ReportGenerator attribute) training_dataset (Metadata attribute) tree_map() (Plots method) tree_stats (ADMTreesModel property) trees (ADMTreesModel attribute) (MultiTrees attribute) treeStats (ADMTreesModel attribute) trend() (Plots method) trend_chart() (Plot method) trigger_datamart_export() (AsyncPredictionStudio method) (PredictionStudio method) type (Metadata attribute) (ModelAttributes attribute) (TableConfig attribute) type_mapping (ColumnResolver attribute) U UnavailableBuddyError unique_channel_direction (ADMDatamart property) unique_channels (ADMDatamart property) unique_configuration_channel_direction (ADMDatamart property) unique_configurations (ADMDatamart property) UNIQUE_CONTEXTS_FILENAME (in module pdstools.reports.GlobalExplanations.scripts.generate_report) unique_contexts_filename (Preprocess attribute) unique_predictor_categories (ADMDatamart property) UploadedModel (class in pdstools.infinity.resources.prediction_studio.base) (class in pdstools.infinity.resources.prediction_studio.v24_2.model_upload) V validate() (LocalModel method) (ONNXModel method) validate_columns() (in module pdstools.decision_analyzer.data_read_utils) validate_data_type() (Predictor method) validate_folder() (Aggregate method) validate_index() (Predictor method) validate_input_name() (Predictor method) validate_label_name() (Output method) validate_metadata() (ModelSecurityValidator method) validate_name() (Predictor method) validate_output() (Metadata method) validate_type() (Metadata method) validation_error (DecisionAnalyzer attribute) value (AttributeValue attribute) Value (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) value (SearchResult attribute) (TextInput attribute) ValueFinder (class in pdstools.valuefinder.ValueFinder) ValueMapping (in module pdstools.utils.metric_limits) values (Attribute attribute) (FilterAttributes attribute) verify_model_hash() (in module pdstools.infinity.resources.prediction_studio.model_security) version (AsyncInfinity attribute) (AsyncPredictionStudio attribute) (Infinity attribute) (PredictionStudio attribute) vf (Aggregates attribute) (Plots attribute) W weighted_average_polars() (in module pdstools.utils.cdh_utils) weighted_performance_polars() (in module pdstools.utils.cdh_utils) X X_AXIS_TITLE_DEFAULT (Plots attribute) Y Y_AXIS_TITLE_DEFAULT (Plots attribute) Z z_ratio() (in module pdstools.utils.cdh_utils)