Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | Q | R | S | T | U | V | X | Y | Z _ __getattr__() (AsyncInfinity method) (Infinity method) (LazyNamespace method) __post_init__() (ColumnResolver method) __repr__() (LazyNamespace method) (UploadedModel method) __str__() (SecurityResult method) _context_keys (ContextOperations attribute) _df (ContextOperations attribute) A abbreviate_label() (in module pdstools.utils.plot_utils) abbreviate_label_expr() (in module pdstools.utils.plot_utils) accept_rate() (in module pdstools.impactanalyzer.statistics) Accepts (ImpactAnalyzerData attribute) accumulate_num_binnings() (BinAggregator method) accumulate_sym_binnings() (BinAggregator method) action_distribution() (Plots method) action_variation (Plot attribute) active_ranges() (ADMDatamart method) add_context_frequency_pct_to_df() (Aggregate 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) agb (ADMDatamart attribute) Aggregate (class in pdstools.explanations.Aggregate) aggregate (ContextOperations attribute), [1] (Plots attribute) aggregate_folder (Reports attribute) aggregates (ADMDatamart attribute) Aggregates (class in pdstools.adm.Aggregates) (class in pdstools.ih.Aggregates) (class in pdstools.valuefinder.Aggregates) aggregates (DecisionAnalyzer attribute), [1] (IH attribute), [1] (ValueFinder attribute) ALIASES (in module pdstools.cli) aliases (TableConfig attribute) 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) 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) 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_report_layout() (in module pdstools.utils.plot_utils) 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) 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) AsyncPredictionStudio (class in pdstools.infinity.resources.prediction_studio.v24_1.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) audit_tag_mapping (in module pdstools.decision_analyzer.column_schema) available_levels (DecisionAnalyzer property) AvailableNBADStages (DecisionAnalyzer attribute) 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_contents (ContextualAggregate attribute) (OverallAggregate attribute) bin_order (ContextualAggregate attribute) (OverallAggregate attribute) BinAggregator (class in pdstools.adm.BinAggregator) BINARY (OutcomeType attribute) binomial_ci() (in module pdstools.impactanalyzer.statistics) binomial_se() (in module pdstools.impactanalyzer.statistics) bucket_name (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_engagement_lift() (in module pdstools.impactanalyzer.statistics) calculate_lift() (in module pdstools.impactanalyzer.statistics) calculate_pmi() (IH static method) calculate_value_lift() (in module pdstools.impactanalyzer.statistics) CATEGORICAL (OutcomeType attribute) cdh_sample() (in module pdstools.utils.datasets) ChampionChallenger (class in pdstools.infinity.resources.prediction_studio.base) Channel (IHInteraction attribute) (ImpactAnalyzerData attribute) check_dependencies() (LazyNamespace method) check_for_typos() (in module pdstools.cli) Chunk (class in pdstools.infinity.resources.knowledge_buddy.knowledge_buddy) chunk_to_parquet() (Anonymization method) chunker() (Anonymization static method) chunks (SearchResultValue attribute) ci_95() (LiftResult method) Class (PredictionData attribute) color_mappings (DecisionAnalyzer property) COLORSCALE_TYPES (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 attribute) component_drilldown (Plot attribute) compute_model_hash() (in module pdstools.infinity.resources.prediction_studio.model_security) configure_predictor_categorization() (in module pdstools.utils.streamlit_utils) content (Chunk attribute) CONTEXT_FOLDER (in module pdstools.reports.GlobalExplanations.scripts.generate_report) context_key (ContextInfo attribute) context_keys (ADMDatamart 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) ContextualAggregate (class in pdstools.explanations.Schema) CONTINUOUS (OutcomeType attribute) contribution (ContextualAggregate attribute) (OverallAggregate attribute) contribution_abs (ContextualAggregate attribute) (OverallAggregate attribute) contribution_max (ContextualAggregate attribute) (OverallAggregate attribute) contribution_min (ContextualAggregate attribute) (OverallAggregate attribute) contributions() (Plots method) ContributionType (in module pdstools.explanations.ExplanationsUtils) control_groups_trend() (Plots method) control_rate (LiftResult attribute), [1] control_se (LiftResult attribute), [1] ControlGroup (ImpactAnalyzerData attribute) convert_df() (in module pdstools.utils.streamlit_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_parser() (in module pdstools.cli) create_symbol_list() (BinAggregator method) created_by (Metadata attribute) created_date (Metadata attribute) CTR (PredictionData attribute) CTR_Control (PredictionData attribute) CTR_Lift (PredictionData attribute) CTR_NBA (PredictionData attribute) CTR_Test (PredictionData attribute) ctr_trend() (PredictionPlots method) D data (IH attribute), [1] data_file (Preprocess 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 (Aggregates attribute) (Plots attribute) (Reports attribute) DATAMART_TABLE_PREFIXES (in module pdstools.pega_io.S3) 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 attribute) DecisionAnalyzer (class in pdstools.decision_analyzer.DecisionAnalyzer) (in module pdstools.decision_analyzer.column_schema) decisions_without_actions_plot (Plot attribute) DecisionTime (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) default (TableConfig attribute) DEFAULT_FORMAT (MetricFormats attribute) default_ia_controlgroups (ImpactAnalyzer attribute) default_ia_experiments (ImpactAnalyzer attribute) DEFAULT_LABEL_MAX_LENGTH (in module pdstools.utils.plot_utils) DEFAULT_SAMPLE_SIZE (in module pdstools.decision_analyzer.DecisionAnalyzer) dependencies (Aggregate attribute) (BinAggregator attribute) (ContextOperations attribute) (FilterWidget attribute) (LazyNamespace attribute) (Plot attribute) (Plots attribute), [1], [2], [3], [4] (PredictionPlots attribute) (Preprocess attribute) (Reports attribute), [1] dependency_great_table() (in module pdstools.utils.show_versions) dependency_group (Aggregate attribute) (BinAggregator attribute) (ContextOperations attribute) (FilterWidget attribute) (LazyNamespace attribute) (Plot attribute) (Plots attribute), [1], [2], [3], [4] (PredictionPlots attribute) (Preprocess attribute) (Reports attribute), [1] DEPLOYMENT_MODE (in module pdstools.infinity.resources.prediction_studio.base) deps (MissingDependenciesException attribute) deps_group (MissingDependenciesException attribute) description (Formula attribute), [1] determine_extract_type() (in module pdstools.decision_analyzer.utils) df (ValueFinder attribute) df_contextual (Aggregate attribute) df_overall (Aggregate attribute) Direction (IHInteraction attribute) disclaimer (ReportOptions attribute) 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) DISPLAY_NAME_LOOKUP (in module pdstools.decision_analyzer.stage_grouping) DisplayBy (in module pdstools.explanations.ExplanationsUtils) distribution (Plot attribute) distribution_as_treemap (Plot attribute) distribution_per_threshold() (Plots method) dm (BinAggregator attribute) doctor() (in module pdstools.cli) 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 fields_for_data_filtering (DecisionAnalyzer attribute) fig_update_facet() (in module pdstools.utils.plot_utils) Figure (in module pdstools.utils.plot_utils) file_batch_limit (Preprocess attribute) file_limit (Anonymization attribute) file_path (H2OModel attribute) (PMMLModel attribute) (UploadedModel attribute) file_source (Metadata attribute) filter_dataframe() (in module pdstools.utils.streamlit_utils) FilterAttributes (class in pdstools.infinity.resources.knowledge_buddy.knowledge_buddy) filtered() (DecisionAnalyzer method) filtering_components (Plot attribute) FilterWidget (class in pdstools.explanations.FilterWidget) final_columns (ColumnResolver attribute) FinalPropensity (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) find_files() (in module pdstools.pega_io.File) 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) Formula (class in pdstools.impactanalyzer.statistics) FORMULAS (in module pdstools.impactanalyzer.statistics) frequency (ContextualAggregate attribute) (OverallAggregate attribute) from_dataflow_export() (ADMDatamart class method) (Prediction class method) (ValueFinder class method) from_date (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_excel() (ImpactAnalyzer 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_local_directory() (Explanations 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_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) full_embed (ReportOptions attribute) funnel_chart() (Plots method) G generate (ADMDatamart attribute) generate() (Preprocess method) (Reports method) generator (in module pdstools.reports.GlobalExplanations.scripts.generate_report) get() (in module pdstools.infinity.resources.prediction_studio) (MetricFormats class method) get_adm_datamart() (S3Data method) get_async() (in module pdstools.infinity.resources.prediction_studio) get_available_fields_for_filtering() (DecisionAnalyzer method) get_channel_defaults() (in module pdstools.utils.pega_outcomes) get_colorscale() (in module pdstools.utils.plot_utils) 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_datamart_data() (S3Data 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_file_path() (H2OModel method) (LocalModel method) (PMMLModel method) get_files() (S3Data method) get_filter_specs() (in module pdstools.utils.streamlit_utils) get_first_level_stats() (in module pdstools.decision_analyzer.utils) get_full_embed() (in module pdstools.utils.streamlit_utils) get_last_data_for_report() (ADMDatamart method) get_latest_file() (in module pdstools.pega_io.File) 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_notifications() (AsyncModel method) (Model method) get_openrate_labels() (in module pdstools.utils.pega_outcomes) get_or_default() (MetricFormats class method) get_possible_scope_values() (DecisionAnalyzer method) get_possible_stage_values() (DecisionAnalyzer method) get_predictions_channel_mapping() (in module pdstools.utils.metric_limits) get_predictor_contributions() (Aggregate method) get_predictor_value_contributions() (Aggregate method) get_sample_limit() (in module pdstools.utils.streamlit_utils) get_scope_config() (in module pdstools.decision_analyzer.utils) get_selected_context() (FilterWidget method) get_sequences() (IH method) get_source_numbinning() (BinAggregator 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_token() (in module pdstools.pega_io.API) get_unique_contexts_list() (Aggregate method) get_url() (in module pdstools.pega_io.API) gini_coefficient() (in module pdstools.decision_analyzer.utils) global_winloss_distribution (Plot attribute) GRADIENT_BOOSTING (AdmModelType attribute) Group (IHInteraction attribute) grouped_dependencies() (in module pdstools.utils.show_versions) H H2OModel (class in pdstools.infinity.resources.prediction_studio.local_model_utils) has_format() (MetricFormats class method) has_single_snapshot (ADMDatamart property) health_check() (Reports method) height() (Sample method) HOVER_LIFT_PCT (in module pdstools.utils.plot_utils) HOVER_PERFORMANCE_PCT (in module pdstools.utils.plot_utils) HOVER_RESPONSE_COUNT (in module pdstools.utils.plot_utils) HOVER_SUCCESS_RATE_PCT (in module pdstools.utils.plot_utils) I ia (Plots attribute), [1] ia_data (ImpactAnalyzer attribute), [1] ih (Aggregates attribute), [1] IH (class in pdstools.ih.IH) ih (Plots attribute), [1] IHInteraction (class in pdstools.ih.Schema) ImpactAnalyzer (class in pdstools.impactanalyzer.ImpactAnalyzer) ImpactAnalyzerData (class in pdstools.impactanalyzer.Schema) import_datamart() (in module pdstools.utils.streamlit_utils) Impressions (ImpactAnalyzerData attribute) index (Predictor attribute) Infinity (class in pdstools.infinity.client) initialized (Aggregate attribute) (ContextOperations attribute), [1] input_name (Predictor attribute) InteractionID (IHInteraction 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_launcher_mode() (in module pdstools.utils.streamlit_utils) is_secure (SecurityResult attribute) is_significant() (in module pdstools.impactanalyzer.statistics) is_standard_NBAD_configuration() (in module pdstools.utils.metric_limits) is_standard_NBAD_prediction() (in module pdstools.utils.metric_limits) is_valid (Prediction property) Issue (IHInteraction attribute) issues (SecurityResult attribute) isValidPrediction (PredictionData attribute) item() (Sample method) K keep_temp_files (ReportOptions attribute) 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() (Aggregates method) last_modified_date (Metadata attribute) latex (Formula attribute), [1] LazyNamespace (class in pdstools.utils.namespaces) LazyNamespaceMeta (class in pdstools.utils.namespaces) LEFT_PREFIX (Preprocess attribute) level (DecisionAnalyzer attribute) lift (LiftResult attribute), [1] (Metrics attribute) LIFT_DIRECTION_COLORS (in module pdstools.utils.plot_utils) lift_pl() (in module pdstools.impactanalyzer.statistics) lift_se() (in module pdstools.impactanalyzer.statistics) lift_trend() (PredictionPlots method) LiftResult (class in pdstools.impactanalyzer.statistics) list_apps() (in module pdstools.cli) list_metrics() (MetricFormats class method) list_predictions() (AsyncPredictionStudio method) (PredictionStudio method) locale (NumberFormat attribute) LocalModel (class in pdstools.infinity.resources.prediction_studio.base) logger (in module pdstools.decision_analyzer.DecisionAnalyzer) (in module pdstools.decision_analyzer.utils) (in module pdstools.ih.Aggregates) (in module pdstools.ih.IH) (in module pdstools.ih.Plots) (in module pdstools.impactanalyzer.ImpactAnalyzer) (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.pega_io.action_analysis) (in module pdstools.pega_io.Anonymization) (in module pdstools.pega_io.File) (in module pdstools.pega_io.S3) (in module pdstools.prediction.Plots) (in module pdstools.prediction.Prediction) (in module pdstools.reports.GlobalExplanations.scripts.generate_report) (in module pdstools.utils.namespaces) (in module pdstools.utils.plot_utils) (in module pdstools.utils.show_versions) (in module pdstools.valuefinder.Plots) M main() (in module pdstools.cli) mandatory_actions (DecisionAnalyzer property) MANDATORY_PRIORITY_THRESHOLD (in module pdstools.decision_analyzer.DecisionAnalyzer) 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) MetricFormats (class in pdstools.utils.metric_limits) MetricLimits (class in pdstools.utils.metric_limits) 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 (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 (Preprocess 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) ModelName (PredictionData attribute) ModelPositives (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) ModelSecurityValidator (class in pdstools.infinity.resources.prediction_studio.model_security) ModelTechnique (IHInteraction attribute) ModelValidationError module pdstools pdstools.adm pdstools.adm.ADMDatamart pdstools.adm.Aggregates pdstools.adm.BinAggregator pdstools.adm.Plots pdstools.adm.Reports pdstools.adm.Schema pdstools.adm.trees 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.explanations.Schema pdstools.ih pdstools.ih.Aggregates pdstools.ih.IH pdstools.ih.Plots pdstools.ih.Schema pdstools.impactanalyzer pdstools.impactanalyzer.ImpactAnalyzer pdstools.impactanalyzer.Plots pdstools.impactanalyzer.Schema pdstools.impactanalyzer.statistics 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.action_analysis pdstools.pega_io.Anonymization pdstools.pega_io.API pdstools.pega_io.File pdstools.pega_io.S3 pdstools.prediction pdstools.prediction.Plots pdstools.prediction.Prediction pdstools.prediction.Schema 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) N n_customers (ValueFinder attribute) NAIVE_BAYES (AdmModelType attribute) name (AsyncRepository attribute) (Attribute attribute) (FilterAttributes attribute) (Formula attribute), [1] Name (IHInteraction attribute) name (Predictor attribute) (Repository attribute) (SearchResult attribute) (TextInput attribute) namespace (MissingDependenciesException 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) Negatives (PredictionData attribute) Negatives_Control (PredictionData attribute) Negatives_NBA (PredictionData attribute) Negatives_Test (PredictionData attribute) neutral_positive (in module pdstools.utils.pega_template) NoAPIAccessError normalize_all_binnings() (BinAggregator method) 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) numeric_value (RawExplanationData attribute) O objective (Metadata attribute) (ModelAttributes attribute) ONNXModel (class in pdstools.infinity.resources.prediction_studio.local_model_utils) ONNXModelCreationError ONNXModelValidationError optionality_funnel (Plot attribute) optionality_per_stage (Plot attribute) optionality_trend (Plot attribute) Outcome (IHInteraction attribute) outcome_labels (ImpactAnalyzer attribute) outcome_labels_used (IH attribute) (ImpactAnalyzer attribute) outcome_type (ModelAttributes attribute) OutcomeTime (IHInteraction 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_dir (ReportOptions attribute) output_file (Anonymization attribute) output_type (ReportOptions attribute) overall_gauges() (Plots method) overall_summary() (Aggregates method) (ImpactAnalyzer method) (Prediction method) OverallAggregate (class in pdstools.explanations.Schema) 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_sample_flag() (in module pdstools.decision_analyzer.utils) parse_sample_spec() (in module pdstools.utils.streamlit_utils) partition (ContextualAggregate attribute) (OverallAggregate attribute) (RawExplanationData attribute) path_to_files (Anonymization attribute) pdstools module pdstools.adm module pdstools.adm.ADMDatamart module pdstools.adm.Aggregates module pdstools.adm.BinAggregator module pdstools.adm.Plots module pdstools.adm.Reports module pdstools.adm.Schema module pdstools.adm.trees 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.explanations.Schema module pdstools.ih module pdstools.ih.Aggregates module pdstools.ih.IH module pdstools.ih.Plots module pdstools.ih.Schema module pdstools.impactanalyzer module pdstools.impactanalyzer.ImpactAnalyzer module pdstools.impactanalyzer.Plots module pdstools.impactanalyzer.Schema module pdstools.impactanalyzer.statistics 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.action_analysis 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.Plots module pdstools.prediction.Prediction module pdstools.prediction.Schema 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) Pega_ValueLift (ImpactAnalyzerData attribute) Pega_ValueLiftInterval (ImpactAnalyzerData 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 (PredictionData attribute) performance_threshold (Metadata attribute) performance_trend() (PredictionPlots method) performanceMeasure (Metrics attribute) pie_charts() (Plots method) plot (ADMDatamart attribute) Plot (class in pdstools.decision_analyzer.plots) plot (DecisionAnalyzer attribute), [1] (IH attribute), [1] (ImpactAnalyzer attribute), [1] (Prediction attribute) (ValueFinder attribute) plot_binning_attribution() (BinAggregator method) plot_binning_lift() (BinAggregator method) plot_contributions_by_context() (Plots method) plot_contributions_for_overall() (Plots method) plot_lift_binning() (BinAggregator 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) positive_negative (in module pdstools.utils.pega_template) positive_outcome_labels (IH attribute), [1] positive_values() (in module pdstools.utils.metric_limits) Positives (PredictionData attribute) Positives_Control (PredictionData attribute) Positives_NBA (PredictionData attribute) Positives_Test (PredictionData attribute) 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.prediction.Prediction) prediction (PredictionPlots attribute) prediction_validity_expr (Prediction attribute) PredictionData (class in pdstools.prediction.Schema) PredictionPlots (class in pdstools.prediction.Plots) predictions (Prediction attribute) PredictionSnapshot (class in pdstools.prediction.Schema) PredictionStudio (class in pdstools.infinity.resources.prediction_studio.v24_1.prediction_studio) PredictionStudioBase (class in pdstools.infinity.resources.prediction_studio.base) Predictor (class in pdstools.infinity.resources.prediction_studio.local_model_utils) predictor_category_color_map (ADMDatamart property) predictor_data (ADMDatamart attribute) predictor_list (Metadata attribute) predictor_name (ContextualAggregate attribute) (OverallAggregate attribute) (RawExplanationData attribute) predictor_performance_pivot() (Aggregates method) predictor_type (ContextualAggregate attribute) (OverallAggregate attribute) (RawExplanationData attribute) 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() (Anonymization method) PRIO_COMPONENTS (in module pdstools.decision_analyzer.utils) prio_factor_boxplots (Plot attribute) PRIO_FACTORS (in module pdstools.decision_analyzer.utils) process() (Anonymization method) progress_bar (Preprocess attribute) Propensity (IHInteraction attribute) propensity_distribution() (Plots method) propensity_threshold() (Plots method) propensity_validation_warning (DecisionAnalyzer property) propensity_vs_optionality (Plot attribute) 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) pyCount (PredictionSnapshot attribute) pyDataUsage (PredictionSnapshot 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) pyInteractionID (RawExplanationData 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) pyModelId (PredictionData attribute) (PredictionSnapshot attribute) pyModelPropensity (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) pyModelType (PredictionSnapshot attribute) pyModelVersion (ADMModelSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) pyName (ADMModelSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) (PegaDefaultTables.pyValueFinder attribute) (PredictionSnapshot attribute) (pyValueFinder attribute) pyNegatives (ADMModelSnapshot attribute) (ADMPredictorBinningSnapshot attribute) (PegaDefaultTables.ADMModelSnapshot attribute) (PegaDefaultTables.ADMPredictorBinningSnapshot attribute) (PredictionSnapshot 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) (PredictionSnapshot 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) pySnapShotTime (PredictionSnapshot attribute) pySnapshotType (PredictionSnapshot attribute) pyStage (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) pySubjectID (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) (RawExplanationData 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) pyValue (PredictionSnapshot 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 qmd_file (ReportOptions attribute) 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 attribute) raw_columns (ColumnResolver attribute), [1] RawExplanationData (class in pdstools.explanations.Schema) 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.pega_io.action_analysis) read_gzipped_ndjson_directory() (in module pdstools.pega_io.action_analysis) read_multi_zip() (in module pdstools.pega_io.File) read_nested_zip_files() (in module pdstools.pega_io.action_analysis) 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_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) ReportOptions (class in pdstools.adm.Reports) 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) (PredictionStudio method) repository_name (UploadedModel attribute) require_dependencies() (in module pdstools.utils.namespaces) REQUIRED_IA_COLUMNS (in module pdstools.impactanalyzer.Schema) REQUIRED_IH_COLUMNS (in module pdstools.ih.Schema) REQUIRED_RAW_COLUMNS (in module pdstools.explanations.Schema) required_sample_size() (in module pdstools.impactanalyzer.statistics) 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 (PredictionData attribute) ResponseCount_Control (PredictionData attribute) ResponseCount_NBA (PredictionData attribute) ResponseCount_Test (PredictionData attribute) responsecount_trend() (PredictionPlots method) RIGHT_PREFIX (Preprocess attribute) roll_up() (BinAggregator method) root_dir (ReportGenerator attribute) rule_set (Metadata attribute) rule_set_version (Metadata attribute) run() (in module pdstools.cli) (ONNXModel method) (ReportGenerator method) S S3Data (class in pdstools.pega_io.S3) 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) sanitize_metadata() (ModelSecurityValidator method) save() (ONNXModel method) save_data() (ADMDatamart method) (Prediction method) (ValueFinder method) scale_by (NumberFormat attribute) scan_parquet_path() (in module pdstools.pega_io.File) SCOPE_HIERARCHY (in module pdstools.decision_analyzer.utils) score (RawExplanationData attribute) score_name (Output attribute) scoring (DecisionAnalyzer attribute), [1] se (LiftResult attribute), [1] 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 attribute) SEP (Preprocess attribute) set_active_app() (in module pdstools.utils.streamlit_utils) set_level() (DecisionAnalyzer method) set_selected_context() (FilterWidget method) set_threshold() (ValueFinder method) shap_coeff (RawExplanationData attribute) shape() (Sample method) should_cache_source() (in module pdstools.decision_analyzer.utils) show_about_page() (in module pdstools.utils.streamlit_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) significant (LiftResult attribute), [1] simplify_facet_titles() (in module pdstools.utils.plot_utils) 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) SnapshotTime (ImpactAnalyzerData attribute) (PredictionData 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) SortBy (in module pdstools.explanations.ExplanationsUtils) source (ModelAttributes 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) SubjectID (IHInteraction attribute) subtitle (ReportOptions 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) symbolic_value (RawExplanationData attribute) 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 property) TEMPLATES_FOLDER (in module pdstools.reports.GlobalExplanations.scripts.generate_report) test_rate (LiftResult attribute), [1] test_se (LiftResult attribute), [1] TextInput (class in pdstools.infinity.resources.knowledge_buddy.knowledge_buddy) thread_count (Preprocess attribute) threshold (ValueFinder property) threshold_deciles (Plot attribute) title (ReportOptions attribute) to_date (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) 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) Treatment (IHInteraction attribute) trend() (Plots method) trend_chart (Plot attribute) 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) update_axes_clean() (in module pdstools.utils.plot_utils) 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) value_se() (in module pdstools.impactanalyzer.statistics) value_variance() (in module pdstools.impactanalyzer.statistics) ValueFinder (class in pdstools.valuefinder.ValueFinder) ValueMapping (in module pdstools.utils.metric_limits) ValuePerImpression (ImpactAnalyzerData attribute) values (Attribute attribute) (FilterAttributes attribute) verify_model_hash() (in module pdstools.infinity.resources.prediction_studio.model_security) version (AsyncInfinity property) (Infinity property) vf (Aggregates attribute) (Plots attribute) X X_AXIS_TITLE_DEFAULT (Plots attribute) Y Y_AXIS_TITLE_DEFAULT (Plots attribute) Z Z_95 (in module pdstools.impactanalyzer.statistics)