Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Z _ __add__() (MultiTrees method) __check_for_valid_input_node_structure() (ONNXModel method) __check_for_valid_output_node_structure() (ONNXModel method) __create_predictor_map() (ONNXModel method) __del__() (AsyncHttpxClientWrapper method) __get_missing_predictors() (ONNXModel method) __getitem__() (MultiTrees method) (PaginatedList method) (PaginatedList._Slice method) __iter__() (PaginatedList method) (PaginatedList._Slice method) __len__() (MultiTrees method) __repr__() (AsyncAPIResource method) (MultiTrees method) (PaginatedList method) (SyncAPIResource method) (UploadedModel method) __str__() (APIConnectionError method) (APITimeoutError method) (IncompatiblePegaVersionError method) (InvalidRequest method) (MultipleErrors method) (NoMonitoringExportError method) (NoMonitoringInfo method) (PegaException method) (ShadowCCExists method) __validate_input_node_dimensions() (ONNXModel method) __validate_input_node_shapes() (ONNXModel method) __validate_input_node_sizes() (ONNXModel method) __validate_input_nodes() (ONNXModel method) __validate_label_output_node_exist() (ONNXModel method) __validate_predictor_index_mappings() (ONNXModel method) __validate_predictor_mappings() (ONNXModel method) __validate_tensor_output_node_structure() (ONNXModel method) _apply_query() (in module pdstools.utils.cdh_utils) _apply_schema_types() (in module pdstools.utils.cdh_utils) _auth_header (PegaOAuth property) _base_url (BaseClient attribute) _build_request() (BaseClient method) _capitalize() (in module pdstools.utils.cdh_utils) _check_dependencies() (LazyNamespace method) _check_then_update() (ChampionChallenger method), [1] _clean_unselected_filters() (in module pdstools.app.decision_analyzer.da_streamlit_utils) _client (AsyncAPIClient attribute) (AsyncAPIResource attribute) (BaseClient attribute) (PaginatedList attribute) (SyncAPIClient attribute) (SyncAPIResource attribute) _collect_awaitable_blocking() (AsyncAPIClient method) _combine_data() (Aggregates method) _combine_queries() (in module pdstools.utils.cdh_utils) _content_class (PaginatedList attribute) _convert_keys() (Metadata static method) _copy_quarto_file() (Reports static method) _create_page() (in module pdstools.app.decision_analyzer.da_streamlit_utils) _decision_data (Plot attribute) _decode_trees() (ADMTreesModel method) _DefaultAsyncHttpxClient (class in pdstools.infinity.internal._base_client) _delete (AsyncAPIResource attribute) (SyncAPIResource attribute) _dependencies_checked (LazyNamespace attribute) _dependency_table() (in module pdstools.utils.show_versions) _depth() (ADMTreesModel method) _elements (PaginatedList attribute) _enforce_trailing_slash() (BaseClient method) _extra_attribs (PaginatedList attribute) _extract_keys() (in module pdstools.utils.cdh_utils) _fill_child_node_ids() (ADMTreesModel static method) _find_executable() (Reports static method) _finished() (PaginatedList._Slice method) _first_params (PaginatedList attribute) _get (AsyncAPIResource attribute) (SyncAPIResource attribute) _get_api_list (AsyncAPIResource attribute) (SyncAPIResource attribute) _get_dependency_version() (in module pdstools.utils.show_versions) _get_executable_with_version() (Reports static method) _get_models() (Prediction method) _get_next_page() (PaginatedList method) _get_output_filename() (Reports static method) _get_thresholds() (Plots method) _get_up_to_index() (PaginatedList method) _get_version() (BaseClient method) _grow() (PaginatedList method) _has_next() (PaginatedList method) _HttpxClientT (in module pdstools.infinity.internal._base_client) _infer_types() (Anonymization static method), [1] _infer_version() (AsyncAPIClient method) (SyncAPIClient method) _introduce_model() (ChampionChallenger method), [1] _invalidate_cached_properties() (DecisionAnalyzer method), [1] _is_larger_than() (PaginatedList method) _ldf (Sample attribute) _list (PaginatedList._Slice attribute) _metric_value() (CDHGuidelines method) _model (ONNXModel attribute) _next_params (PaginatedList attribute) _next_token (PaginatedList attribute) _patch (AsyncAPIResource attribute) (SyncAPIResource attribute) _polars_capitalize() (in module pdstools.utils.cdh_utils) _post (AsyncAPIResource attribute) (SyncAPIResource attribute) _post_import_cleanup() (ADMTreesModel method) _prediction_trend() (PredictionPlots method) _public_dict (AsyncAPIResource property) (SyncAPIResource property) _public_fields (AsyncAPIResource property) (SyncAPIResource property) _put (AsyncAPIResource attribute) (SyncAPIResource attribute) _quantile_from_threshold (Aggregates attribute) _read_client_credential_file() (in module pdstools.infinity.internal._auth) (in module pdstools.pega_io) (in module pdstools.pega_io.API) _read_model() (ADMTreesModel method) _refresh_champion_challenger() (ChampionChallenger method) _removed (ChampionChallenger attribute) _request() (AsyncAPIClient method) (SyncAPIClient method) _request_method (PaginatedList attribute) _root (PaginatedList attribute) _sleep() (AsyncAPIResource method) (SyncAPIResource method) _start (PaginatedList._Slice attribute) _status() (ChampionChallenger method), [1] _step (PaginatedList._Slice attribute) _stop (PaginatedList._Slice attribute) _to_camel_case() (Metadata static method) _to_snake_case() (Metadata static method) _top_n() (Aggregates static method) _url (PaginatedList attribute) _validate_model_data() (ADMDatamart method), [1], [2] _validate_predictor_data() (ADMDatamart method), [1], [2] _write_params_files() (Reports static method) A accumulate_num_binnings() (BinAggregator method) accumulate_sym_binnings() (BinAggregator method) action_counts (in module pdstools.app.decision_analyzer.pages.8_Offer_Quality_Analysis) action_variability_stats (in module pdstools.app.decision_analyzer.pages.7_Personalization_Analysis) action_variation() (Plot method) active_model (ChampionChallenger attribute), [1] add_conditional_model() (Prediction method) add_metadata() (ONNXModel method) add_model() (ChampionChallenger method) add_predictor() (ChampionChallenger method) ADMDatamart (class in pdstools) (class in pdstools.adm) (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), [1], [2] AGB (class in pdstools.adm.ADMTrees) aggregate_remaining_per_stage() (DecisionAnalyzer method), [1] aggregates (ADMDatamart attribute), [1], [2] Aggregates (class in pdstools.adm.Aggregates) (class in pdstools.ih.Aggregates) (class in pdstools.valuefinder.Aggregates) aggregates (IH attribute) (ValueFinder attribute), [1] all_values_per_split (ADMTreesModel property) allValuesPerSplit (ADMTreesModel attribute) alternateLabels (Stage attribute) alternativeLabels (ModelAttributes attribute) Anonymization (class in pdstools.pega_io) (class in pdstools.pega_io.Anonymization) anonymize() (Anonymization method), [1] answer (BuddyResponse attribute) ANY_FRAME (in module pdstools.utils.types) APIConnectionError APITimeoutError apply_filter() (in module pdstools.decision_analyzer.utils) apply_predictor_categorization() (ADMDatamart method), [1], [2] applyGlobalDataFilters() (DecisionAnalyzer method), [1] arbitration_stage (DecisionAnalyzer property), [1] area_under_curve() (in module pdstools.decision_analyzer.utils) as_df() (PaginatedList._Slice method) AsyncAPIClient (class in pdstools.infinity.internal._base_client) AsyncAPIResource (class in pdstools.infinity.internal._resource) AsyncHttpxClientWrapper (class in pdstools.infinity.internal._base_client) AsyncInfinity (class in pdstools.infinity.client) AsyncPredictionStudio (class in pdstools.infinity.resources.prediction_studio.v24_1) (class in pdstools.infinity.resources.prediction_studio.v24_1.prediction_studio) (class in pdstools.infinity.resources.prediction_studio.v24_2) (class in pdstools.infinity.resources.prediction_studio.v24_2.prediction_studio) AsyncPredictionStudioBase (class in pdstools.infinity.resources.prediction_studio) (class in pdstools.infinity.resources.prediction_studio.base) 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.table_definition) auth (BaseClient attribute) auth_flow() (PegaOAuth method) AvailableNBADStages (DecisionAnalyzer attribute), [1] avg_by_hierarchy() (in module pdstools.utils.report_utils) B base_url (PegaException attribute) (PegaOAuth attribute) BaseClient (class in pdstools.infinity.internal._base_client) batch_size (Anonymization attribute), [1] best_practice_max() (CDHGuidelines method) best_practice_min() (CDHGuidelines method) bin_aggregator (ADMDatamart attribute), [1], [2] BinAggregator (class in pdstools.adm.BinAggregator) BINARY (OutcomeType attribute) binning_lift() (Plots method) bubble_chart() (Plots method) bucket_name (Repository attribute), [1] bucketName (S3Data attribute), [1] BuddyResponse (class in pdstools.infinity.resources.knowledge_buddy.knowledge_buddy) C cache_to_file() (in module pdstools.pega_io) (in module pdstools.pega_io.File) cached_datamart() (in module pdstools.utils.streamlit_utils) cached_sample() (in module pdstools.utils.streamlit_utils) calculate_lever (in module pdstools.app.decision_analyzer.pages.11_Business_Lever_Analysis) CATEGORICAL (OutcomeType attribute) category (ChampionChallenger attribute), [1] cc_id (ChampionChallenger attribute), [1] cdh_guidelines (ADMDatamart attribute), [1], [2] (Aggregates attribute) (Prediction attribute), [1], [2] cdh_sample() (in module pdstools) (in module pdstools.utils.datasets) CDHGuidelines (class in pdstools.adm.CDH_Guidelines) challenger_model (ChampionChallenger attribute), [1] champion_percentage (ChampionChallenger attribute), [1] ChampionChallenger (class in pdstools.infinity.resources.prediction_studio.base) (class in pdstools.infinity.resources.prediction_studio.v24_2.champion_challenger) check_dependencies() (LazyNamespace method) Chunk (class in pdstools.infinity.resources.knowledge_buddy.knowledge_buddy) chunk_to_parquet() (Anonymization method), [1] chunker() (Anonymization static method), [1] chunks (SearchResultValue attribute) classification (PegaException attribute) cleanup_raw_data() (DecisionAnalyzer method), [1] client (ChampionChallenger attribute) client_id (PegaOAuth attribute) client_secret (PegaOAuth attribute) clone_model() (ChampionChallenger method) COLORSCALE_TYPES (in module pdstools.prediction.Prediction) (in module pdstools.valuefinder.Plots) colorscales (CDHGuidelines attribute) colorway (in module pdstools.utils.pega_template) combine_two_numbinnings() (BinAggregator method) combined_data (ADMDatamart attribute), [1], [2] compute_categorization_over_time() (ADMTreesModel method) compute_over_time() (MultiTrees method) configure_predictor_categorization() (in module pdstools.utils.streamlit_utils) content (Chunk attribute) context (ChampionChallenger attribute), [1] context_keys (ADMDatamart attribute), [1], [2] (MultiTrees attribute) CONTINUOUS (OutcomeType attribute) convert_df() (in module pdstools.utils.streamlit_utils) create_empty_numbinning() (BinAggregator method) create_parser() (in module pdstools.cli) create_symbol_list() (BinAggregator method) create_working_and_temp_dir() (in module pdstools.utils.cdh_utils) ctr_trend() (PredictionPlots method) current_version (in module pdstools.app.health_check.Home) custom_exception_hook (KnowledgeBuddy attribute), [1], [2] D data (IH attribute) datamart (AGB attribute) (Aggregates attribute) (Plots attribute) (Reports attribute) datamart_export_location (Repository attribute), [1] DataMartExport (class in pdstools.infinity.resources.prediction_studio.base) DatamartExport (class in pdstools.infinity.resources.prediction_studio.v24_2.datamart_export) decision_data (DecisionAnalyzer attribute), [1] decision_funnel() (Plot method) DecisionAnalyzer (class in pdstools.decision_analyzer) (class in pdstools.decision_analyzer.decision_data) (in module pdstools.decision_analyzer.table_definition) DecisionTime (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) default (TableConfig attribute) default() (Metadata._ONNXMetadataEncoder method) default_predictor_categorization() (in module pdstools) (in module pdstools.utils.cdh_utils) DefaultAsyncHttpxClient (in module pdstools.infinity.internal._base_client) defaultPercentile (in module pdstools.app.decision_analyzer.pages.8_Offer_Quality_Analysis) delete() (AsyncAPIClient method) (SyncAPIClient method) delete_challenger_model() (ChampionChallenger method) dependencies (BinAggregator attribute) (LazyNamespace attribute) (Plots attribute), [1] (PredictionPlots attribute) (Reports attribute) dependency_great_table() (in module pdstools.utils.show_versions) dependency_group (LazyNamespace attribute) (Plots attribute) (Reports attribute) DEPLOYMENT_MODE (in module pdstools.infinity.resources.prediction_studio.base) describe() (ChampionChallenger method) (Model method), [1] (Prediction method), [1] description (Notification attribute) deserialize_exprs (in module pdstools.app.decision_analyzer.pages.1_Global_Filters) details (MultipleErrors attribute) (PegaException attribute) determine_extract_type() (in module pdstools.decision_analyzer.utils) df (ValueFinder attribute), [1] discover_model_types() (AGB method) distribution() (Plot method) distribution_as_treemap() (Plot method) distribution_data (in module pdstools.app.decision_analyzer.pages.3_Action_Distribution) distribution_per_threshold() (Plots method) E endpoint (PegaException attribute) ensure_data() (in module pdstools.app.decision_analyzer.da_streamlit_utils) ensure_getFilterComponentData() (in module pdstools.app.decision_analyzer.da_streamlit_utils) error_map (in module pdstools.infinity.internal._exceptions) excel_report() (Reports method) execute_and_collect() (in module pdstools.infinity.internal._base_client) expand_nested_deps() (in module pdstools.utils.show_versions) ExplainabilityExtract (in module pdstools.decision_analyzer.table_definition) expr_list (in module pdstools.app.decision_analyzer.pages.1_Global_Filters) (in module pdstools.app.health_check.pages.2_Data_Filters) extract_pyname_keys (in module pdstools.app.health_check.pages.1_Data_Import) extract_type (DecisionAnalyzer attribute), [1] (in module pdstools.app.decision_analyzer.Home) F F (in module pdstools.utils.cdh_utils) facetting (in module pdstools.app.decision_analyzer.pages.6_Win_Loss_Analysis) feature_importance() (in module pdstools.utils.cdh_utils) feedback() (KnowledgeBuddy method), [1], [2] fields_for_data_filtering (DecisionAnalyzer attribute), [1] Figure (in module pdstools.prediction.Prediction) (in module pdstools.utils.cdh_utils) (in module pdstools.valuefinder.Plots) file_limit (Anonymization attribute), [1] file_path (H2OModel attribute) (PMMLModel attribute) (UploadedModel attribute) file_upload_options (in module pdstools.app.decision_analyzer.Home) filter_dataframe() (in module pdstools.utils.streamlit_utils) FilterAttributes (class in pdstools.infinity.resources.knowledge_buddy.knowledge_buddy) filtered_action_counts() (in module pdstools.decision_analyzer.utils) filtering_components() (Plot method) FinalPropensity (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) find_files() (in module pdstools.pega_io) (in module pdstools.pega_io.File) find_lever_value() (in module pdstools.decision_analyzer.utils) first (MultiTrees property) from_basic_auth() (BaseClient class method) from_client_credentials() (BaseClient class method) from_dataflow_export() (ADMDatamart class method), [1], [2] (ValueFinder class method), [1] from_ds_export() (ADMDatamart class method), [1], [2] (ValueFinder class method), [1] from_file_path() (in module pdstools.utils.streamlit_utils) from_json() (Metadata class method) from_mock_data() (Prediction static method), [1], [2] from_onnx_proto() (ONNXModel class method) from_prpc_date_time() (in module pdstools.utils.cdh_utils) from_s3() (ADMDatamart class method), [1], [2] from_sklearn_pipeline() (ONNXModel class method) from_uploaded_file() (in module pdstools.utils.streamlit_utils) functionality_description (IncompatiblePegaVersionError attribute) funnel_chart() (Plots method) G gains_per_split (ADMTreesModel property) gains_per_tree (ADMTreesModel property) gains_table() (in module pdstools.utils.cdh_utils) gainsPerSplit (ADMTreesModel attribute) gainsPerTree (ADMTreesModel attribute) generate (ADMDatamart attribute), [1], [2] get() (AsyncAPIClient method) (in module pdstools.infinity.resources.prediction_studio) (PaginatedList method) (SyncAPIClient method) get_ADMDatamart() (S3Data method), [1] get_agb_models() (AGB method) get_all_values_per_split() (ADMTreesModel method) get_all_visited_nodes() (ADMTreesModel method) get_api_list() (AsyncAPIClient method) (SyncAPIClient method) get_async() (in module pdstools.infinity.resources.prediction_studio) get_champion_challengers() (Prediction method) get_counts_for_threshold() (Aggregates method) get_counts_per_stage() (Aggregates method) get_current_index() (in module pdstools.app.decision_analyzer.da_streamlit_utils) get_current_scope_index() (in module pdstools.app.decision_analyzer.da_streamlit_utils) get_current_stage_index() (in module pdstools.app.decision_analyzer.da_streamlit_utils) get_customer_summary() (Aggregates method) get_da_data_path() (in module pdstools.decision_analyzer.data_read_utils) get_data_filters() (in module pdstools.app.decision_analyzer.da_streamlit_utils) get_export_status() (DatamartExport method) get_file_path() (H2OModel method) (LocalModel method) (PMMLModel method) get_first_level_stats() (in module pdstools.decision_analyzer.utils) get_gains_per_split() (ADMTreesModel method) get_git_version_and_date() (in module pdstools.decision_analyzer.utils) get_grouped_gains_per_split() (ADMTreesModel method) get_latest_file() (in module pdstools.pega_io) (in module pdstools.pega_io.File) get_latest_pdstools_version() (in module pdstools.utils.cdh_utils) get_metric() (Prediction method), [1], [2], [3] get_model() (PredictionStudio method), [1] get_model_categories() (PredictionStudio method), [1] get_multi_trees() (ADMTrees static method) get_nodes_recursively() (ADMTreesModel method) get_notifications() (Model method) (Prediction method) (PredictionStudio method), [1] get_offer_quality() (DecisionAnalyzer method), [1] get_offer_variability_stats() (DecisionAnalyzer method), [1] get_optionality_data (DecisionAnalyzer property), [1] get_optionality_data_with_trend (DecisionAnalyzer property), [1] get_options() (in module pdstools.app.decision_analyzer.da_streamlit_utils) get_overview_stats (DecisionAnalyzer property), [1] get_pages() (in module pdstools.app.decision_analyzer.da_streamlit_utils) get_pandoc_with_version() (Reports static method) get_prediction() (PredictionStudio method), [1] get_predictions_channel_mapping() (CDHGuidelines method) get_predictors() (ADMTreesModel method) get_quarto_with_version() (Reports static method) get_results() (in module pdstools.infinity.internal._base_client) get_schema() (in module pdstools.decision_analyzer.utils) get_sensitivity() (DecisionAnalyzer method), [1] get_source_numbinning() (BinAggregator method) get_splits_recursively() (ADMTreesModel method) get_staged_changes() (Prediction method) get_table_definition() (in module pdstools.decision_analyzer.utils) get_threshold_from_quantile() (Aggregates method) get_token() (in module pdstools.pega_io) (in module pdstools.pega_io.API) get_tree_representation() (ADMTreesModel method) get_tree_stats() (ADMTreesModel method) get_url() (in module pdstools.pega_io.API) get_visited_nodes() (ADMTreesModel method) get_win_loss_distribution_data() (DecisionAnalyzer method), [1] get_winning_or_losing_interactions() (DecisionAnalyzer method), [1] getABTestResults() (DecisionAnalyzer method), [1] getActionVariationData() (DecisionAnalyzer method), [1] getAvailableFieldsForFiltering() (DecisionAnalyzer method), [1] getDatamartData() (S3Data method), [1] getDistributionData() (DecisionAnalyzer method), [1] getFilterComponentData() (DecisionAnalyzer method), [1] getFunnelData() (DecisionAnalyzer method), [1] getPossibleScopeValues() (DecisionAnalyzer method), [1] getPossibleStageValues() (DecisionAnalyzer method), [1] getPreaggregatedFilterView (DecisionAnalyzer property), [1] getPreaggregatedRemainingView (DecisionAnalyzer property), [1] getS3Files() (S3Data method), [1] getThresholdingData() (DecisionAnalyzer method), [1] getTrendChart() (in module pdstools.decision_analyzer.plots) getValueDistributionData() (DecisionAnalyzer method), [1] gini_coefficient() (in module pdstools.decision_analyzer.utils) global_winloss_distribution() (Plot method) GRADIENT_BOOSTING (AdmModelType attribute) groupby_cols (in module pdstools.app.decision_analyzer.pages.6_Win_Loss_Analysis) 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) handle_direct_file_path() (in module pdstools.app.decision_analyzer.da_streamlit_utils) handle_file_upload() (in module pdstools.app.decision_analyzer.da_streamlit_utils) handle_pega_exception() (in module pdstools.infinity.internal._exceptions) (SyncAPIClient method) handle_sample_data() (in module pdstools.app.decision_analyzer.da_streamlit_utils) health_check() (Reports method) height() (Sample method) I ih (Aggregates attribute) IH (class in pdstools.ih.IH) ih (Plots attribute) impact (Notification attribute) import_datamart() (in module pdstools.utils.streamlit_utils) import_file() (in module pdstools.pega_io.File) IncompatiblePegaVersionError index (Predictor attribute) Infinity (class in pdstools.infinity.client) input_name (Predictor attribute) internal (Metadata attribute) InternalServerError InvalidInputs InvalidRequest is_available (Prediction property), [1], [2] is_valid (Prediction property), [1], [2] item() (Sample method) K knowledge_buddy (Infinity attribute) KnowledgeBuddy (class in pdstools.infinity.resources) (class in pdstools.infinity.resources.knowledge_buddy) (class in pdstools.infinity.resources.knowledge_buddy.knowledge_buddy) L label (Model attribute) (ModelAttributes attribute) (Prediction attribute), [1] (TableConfig attribute) label_name (Output attribute) last (MultiTrees property) last() (Aggregates method) last_update_time (Prediction attribute), [1] latest_version (in module pdstools.app.health_check.Home) lazy_sample() (in module pdstools.utils.cdh_utils) LazyNamespace (class in pdstools.utils.namespaces) LazyNamespaceMeta (class in pdstools.utils.namespaces) learning_rate (ADMTreesModel attribute) legend_color_order() (in module pdstools.utils.cdh_utils) lever (in module pdstools.app.decision_analyzer.pages.11_Business_Lever_Analysis) lever_for_desired_ratio (in module pdstools.app.decision_analyzer.pages.11_Business_Lever_Analysis) lift (Metrics attribute), [1] lift() (in module pdstools.utils.cdh_utils) lift_trend() (PredictionPlots method) list_available_models_to_add() (ChampionChallenger method) list_models() (PredictionStudio method), [1] list_predictions() (AsyncPredictionStudioBase method), [1] (PredictionStudio method), [1], [2], [3] (PredictionStudioBase method), [1], [2], [3] localized_value (PegaException attribute) LocalModel (class in pdstools.infinity.resources.prediction_studio.base) location (DataMartExport attribute) (DatamartExport attribute) log_odds() (in module pdstools.utils.cdh_utils) logger (in module pdstools.app.health_check.pages.3_Reports) (in module pdstools.infinity.internal._auth) (in module pdstools.infinity.internal._base_client) (in module pdstools.infinity.resources.prediction_studio.local_model_utils) (in module pdstools.infinity.resources.prediction_studio.v24_2.champion_challenger) (in module pdstools.prediction.Prediction) (in module pdstools.utils.namespaces) (in module pdstools.valuefinder.Plots) losing_to() (DecisionAnalyzer method), [1] M main() (in module pdstools.cli) max() (CDHGuidelines method) max_by_hierarchy() (in module pdstools.utils.report_utils) max_propensity_per_customer (Aggregates property) max_value (Output attribute) max_win_rank (DecisionAnalyzer attribute), [1] message (MissingDependenciesException attribute) Metadata (class in pdstools.infinity.resources.prediction_studio.local_model_utils) Metadata._ONNXMetadataEncoder (class in pdstools.infinity.resources.prediction_studio.local_model_utils) METRIC (in module pdstools.infinity.internal._constants) Metrics (class in pdstools.infinity.resources.prediction_studio.async_base) (class in pdstools.infinity.resources.prediction_studio.base) metrics (ModelAttributes attribute) min() (CDHGuidelines method) min_max() (Anonymization static method), [1] min_value (Output attribute) minimum_supported_version (IncompatiblePegaVersionError attribute) 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_data (ADMDatamart attribute), [1], [2] model_id (Model attribute) model_name (MultiTrees attribute) model_objective (ChampionChallenger attribute), [1] model_reports() (Reports method) model_selection_df() (in module pdstools.utils.streamlit_utils) model_summary() (Aggregates method) model_type (Model attribute) (ModelAttributes attribute) (Notification attribute) ModelAttributes (class in pdstools.infinity.resources.prediction_studio.base) modelId (ModelAttributes attribute) modeling_technique (Metadata attribute) (Model attribute) (ModelAttributes attribute) ModelPositives (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) models_by_positives() (Plots method) ModelValidationError module pdstools pdstools.adm pdstools.adm.ADMDatamart pdstools.adm.ADMTrees pdstools.adm.Aggregates pdstools.adm.BinAggregator pdstools.adm.CDH_Guidelines pdstools.adm.Plots pdstools.adm.Reports pdstools.adm.Schema pdstools.app pdstools.app.decision_analyzer pdstools.app.decision_analyzer.da_streamlit_utils pdstools.app.decision_analyzer.Home pdstools.app.decision_analyzer.pages pdstools.app.decision_analyzer.pages.10_Business_Value_Analysis pdstools.app.decision_analyzer.pages.11_Business_Lever_Analysis pdstools.app.decision_analyzer.pages.12_Impact_Analysis pdstools.app.decision_analyzer.pages.1_Global_Filters pdstools.app.decision_analyzer.pages.2_Global_Dashboard pdstools.app.decision_analyzer.pages.3_Action_Distribution pdstools.app.decision_analyzer.pages.4_Action_Funnel pdstools.app.decision_analyzer.pages.5_Global_Sensitivity pdstools.app.decision_analyzer.pages.6_Win_Loss_Analysis pdstools.app.decision_analyzer.pages.7_Personalization_Analysis pdstools.app.decision_analyzer.pages.8_Offer_Quality_Analysis pdstools.app.decision_analyzer.pages.9_Thresholding_Analysis pdstools.app.health_check pdstools.app.health_check.Home pdstools.app.health_check.pages pdstools.app.health_check.pages.1_Data_Import pdstools.app.health_check.pages.2_Data_Filters pdstools.app.health_check.pages.3_Reports pdstools.cli pdstools.decision_analyzer pdstools.decision_analyzer.data_read_utils pdstools.decision_analyzer.decision_data pdstools.decision_analyzer.plots pdstools.decision_analyzer.table_definition pdstools.decision_analyzer.utils pdstools.ih pdstools.ih.Aggregates pdstools.ih.IH pdstools.ih.Plots pdstools.infinity pdstools.infinity.client pdstools.infinity.internal pdstools.infinity.internal._auth pdstools.infinity.internal._base_client pdstools.infinity.internal._constants pdstools.infinity.internal._exceptions pdstools.infinity.internal._pagination pdstools.infinity.internal._resource 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.async_base pdstools.infinity.resources.prediction_studio.base pdstools.infinity.resources.prediction_studio.local_model_utils 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.utils pdstools.utils.cdh_utils pdstools.utils.datasets pdstools.utils.errors pdstools.utils.namespaces pdstools.utils.pega_template pdstools.utils.polars_ext 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 multiple_predictor_binning() (Plots method) multiple_score_distributions() (Plots method) MultipleErrors MultiTrees (class in pdstools.adm.ADMTrees) N n_customers (ValueFinder attribute), [1] n_unique_values() (in module pdstools.utils.report_utils) NAIVE_BAYES (AdmModelType attribute) name (Attribute attribute) (FilterAttributes attribute) (in module pdstools.app.health_check.pages.3_Reports) (Predictor attribute) (Repository attribute), [1], [2], [3] (SearchResult attribute) (TextInput attribute) nbad_stages (ValueFinder attribute), [1] NBADScope_Mapping (in module pdstools.decision_analyzer.utils) negative_positive (in module pdstools.utils.pega_template) neutral_positive (in module pdstools.utils.pega_template) NoAPIAccessError NoMonitoringExportError NoMonitoringInfo normalize_all_binnings() (BinAggregator method) nospaces (ADMTreesModel attribute) NotApplicableError Notification (class in pdstools.infinity.resources.prediction_studio.base) notification_id (Notification attribute) notification_mnemonic (Notification attribute) notification_type (Notification attribute) NotificationCategory (in module pdstools.infinity.resources.prediction_studio.types) O objective (ModelAttributes attribute) (Prediction attribute), [1] (Stage attribute) offer_quality_piecharts() (in module pdstools.decision_analyzer.plots) ONNXModel (class in pdstools.infinity.resources.prediction_studio.local_model_utils) ONNXModelCreationError ONNXModelValidationError optionality_data (in module pdstools.app.decision_analyzer.pages.7_Personalization_Analysis) optionality_data_with_trend_per_stage (in module pdstools.app.decision_analyzer.pages.7_Personalization_Analysis) optionality_per_stage() (Plot method) optionality_trend() (Plot method) 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), [1] over_time() (Plots method) overall_summary() (Aggregates method) (Prediction method), [1], [2] overlap_lists_polars() (in module pdstools.utils.cdh_utils) override_message (PegaException attribute) overview (in module pdstools.app.decision_analyzer.pages.2_Global_Dashboard) P P (in module pdstools.valuefinder.Plots) package_name (in module pdstools.utils.show_versions) package_staged_changes() (Prediction method) PaginatedList (class in pdstools.infinity.internal._pagination) PaginatedList._Slice (class in pdstools.infinity.internal._pagination) pandoc_available (in module pdstools.app.health_check.Home) parameters (in module pdstools.app.decision_analyzer.pages.11_Business_Lever_Analysis) params (PegaException attribute) parse_pega_date_time_formats() (in module pdstools.utils.cdh_utils) parse_split_values() (ADMTreesModel method) parse_split_values_with_spaces() (ADMTreesModel static method) partitioned_plot() (Plots method) patch() (AsyncAPIClient method) (SyncAPIClient method) path_to_files (Anonymization attribute), [1] pdstools module pdstools.adm module pdstools.adm.ADMDatamart module pdstools.adm.ADMTrees module pdstools.adm.Aggregates module pdstools.adm.BinAggregator module pdstools.adm.CDH_Guidelines module pdstools.adm.Plots module pdstools.adm.Reports module pdstools.adm.Schema module pdstools.app module pdstools.app.decision_analyzer module pdstools.app.decision_analyzer.da_streamlit_utils module pdstools.app.decision_analyzer.Home module pdstools.app.decision_analyzer.pages module pdstools.app.decision_analyzer.pages.10_Business_Value_Analysis module pdstools.app.decision_analyzer.pages.11_Business_Lever_Analysis module pdstools.app.decision_analyzer.pages.12_Impact_Analysis module pdstools.app.decision_analyzer.pages.1_Global_Filters module pdstools.app.decision_analyzer.pages.2_Global_Dashboard module pdstools.app.decision_analyzer.pages.3_Action_Distribution module pdstools.app.decision_analyzer.pages.4_Action_Funnel module pdstools.app.decision_analyzer.pages.5_Global_Sensitivity module pdstools.app.decision_analyzer.pages.6_Win_Loss_Analysis module pdstools.app.decision_analyzer.pages.7_Personalization_Analysis module pdstools.app.decision_analyzer.pages.8_Offer_Quality_Analysis module pdstools.app.decision_analyzer.pages.9_Thresholding_Analysis module pdstools.app.health_check module pdstools.app.health_check.Home module pdstools.app.health_check.pages module pdstools.app.health_check.pages.1_Data_Import module pdstools.app.health_check.pages.2_Data_Filters module pdstools.app.health_check.pages.3_Reports module pdstools.cli module pdstools.decision_analyzer module pdstools.decision_analyzer.data_read_utils module pdstools.decision_analyzer.decision_data module pdstools.decision_analyzer.plots module pdstools.decision_analyzer.table_definition module pdstools.decision_analyzer.utils module pdstools.ih module pdstools.ih.Aggregates module pdstools.ih.IH module pdstools.ih.Plots module pdstools.infinity module pdstools.infinity.client module pdstools.infinity.internal module pdstools.infinity.internal._auth module pdstools.infinity.internal._base_client module pdstools.infinity.internal._constants module pdstools.infinity.internal._exceptions module pdstools.infinity.internal._pagination module pdstools.infinity.internal._resource 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.async_base module pdstools.infinity.resources.prediction_studio.base module pdstools.infinity.resources.prediction_studio.local_model_utils 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.utils module pdstools.utils.cdh_utils module pdstools.utils.datasets module pdstools.utils.errors module pdstools.utils.namespaces module pdstools.utils.pega_template module pdstools.utils.polars_ext 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_version (BaseClient attribute) PEGA_VERSIONS (in module pdstools.infinity.internal._constants) 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) PegaException PegaMLopsError PegaOAuth (class in pdstools.infinity.internal._auth) performance (in module pdstools.utils.pega_template) (Metrics attribute), [1] performance_trend() (PredictionPlots method) performanceMeasure (Metrics attribute), [1] pie_charts() (Plots method) plot (ADMDatamart attribute), [1], [2] Plot (class in pdstools.decision_analyzer.plots) plot (DecisionAnalyzer attribute), [1] (Prediction attribute), [1], [2] (ValueFinder attribute), [1] plot_binning_attribution() (BinAggregator method) plot_binning_lift() (BinAggregator method) plot_contribution_per_tree() (ADMTreesModel method) plot_lift_binning() (BinAggregator method) plot_splits_per_variable() (ADMTreesModel method) plot_splits_per_variable_type() (ADMTreesModel method) (MultiTrees method) plot_tree() (ADMTreesModel method) Plots (class in pdstools.adm.Plots) (class in pdstools.ih.Plots) (class in pdstools.valuefinder.Plots) plots (IH attribute) PMMLModel (class in pdstools.infinity.resources.prediction_studio.local_model_utils) polars_col_exists() (in module pdstools.utils.report_utils) polars_lazyframe_hashing (in module pdstools.app.decision_analyzer.da_streamlit_utils) polars_subset_to_existing_cols() (in module pdstools.utils.report_utils) positive_negative (in module pdstools.utils.pega_template), [1] possible_values (Output attribute) post() (AsyncAPIClient method) (SyncAPIClient method) preaggregated_decision_data_filterview (DecisionAnalyzer attribute), [1] preaggregated_decision_data_remainingview (DecisionAnalyzer attribute), [1] preaggregation_columns (DecisionAnalyzer attribute), [1] Prediction (class in pdstools) (class in pdstools.infinity.resources.prediction_studio.async_base) (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) (class in pdstools.prediction.Prediction) prediction (PredictionPlots attribute) prediction_id (ChampionChallenger attribute), [1] (Prediction attribute), [1] prediction_studio (Infinity attribute) prediction_validity_expr (Prediction attribute), [1], [2] PredictionPlots (class in pdstools.prediction.Prediction) predictions (Prediction attribute), [1], [2] PredictionStudio (class in pdstools.infinity.resources.prediction_studio.v24_1) (class in pdstools.infinity.resources.prediction_studio.v24_1.prediction_studio) (class in pdstools.infinity.resources.prediction_studio.v24_2) (class in pdstools.infinity.resources.prediction_studio.v24_2.prediction_studio) PredictionStudioBase (class in pdstools.infinity.resources.prediction_studio) (class in pdstools.infinity.resources.prediction_studio.async_base) (class in pdstools.infinity.resources.prediction_studio.base) (class in pdstools.infinity.resources.prediction_studio.v24_1) 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_counts() (Aggregates method) predictor_data (ADMDatamart attribute), [1], [2] predictor_list (Metadata attribute) predictor_performance() (Plots method) predictor_performance_heatmap() (Plots method) predictor_performance_pivot() (Aggregates method) predictors (ADMTreesModel attribute) (ADMTreesModel property) predictors_overview() (Aggregates method) preprocess() (Anonymization method), [1] prio_factor_boxplots() (Plot method) process() (Anonymization method), [1] (in module pdstools.decision_analyzer.utils) process_files_to_bytes() (in module pdstools.utils.cdh_utils) promote_challenger_model() (ChampionChallenger method) propensity_distribution() (Plots method), [1] propensity_threshold() (Plots method) propensity_vs_optionality() (Plot method) properties (ADMTreesModel attribute) proposition_success_rates() (Plots method) put() (AsyncAPIClient method) (SyncAPIClient 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) question() (KnowledgeBuddy method), [1], [2] question_id (BuddyResponse attribute) R rag_background_styler() (in module pdstools.utils.report_utils) rag_background_styler_dense() (in module pdstools.utils.report_utils) rag_textcolor_styler() (in module pdstools.utils.report_utils) rank_1_df (in module pdstools.app.decision_analyzer.pages.11_Business_Lever_Analysis) rank_boxplot() (Plot method) ranked_df (in module pdstools.app.decision_analyzer.pages.11_Business_Lever_Analysis) raw_data (in module pdstools.app.decision_analyzer.Home) read_data() (in module pdstools.decision_analyzer.data_read_utils) read_dataflow_output() (in module pdstools.pega_io) (in module pdstools.pega_io.File) read_ds_export() (in module pdstools) (in module pdstools.pega_io) (in module pdstools.pega_io.File) read_gzipped_data() (in module pdstools.decision_analyzer.data_read_utils) read_gzips_with_zip_extension() (in module pdstools.decision_analyzer.data_read_utils) read_multi_zip() (in module pdstools.pega_io) (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) (in module pdstools.pega_io.File) reference_id (DatamartExport attribute) referenceId (DataMartExport attribute) remove_predictor() (ChampionChallenger method) Reports (class in pdstools.adm.Reports) Repository (class in pdstools.infinity.resources.prediction_studio.async_base) (class in pdstools.infinity.resources.prediction_studio.base) (class in pdstools.infinity.resources.prediction_studio.v24_1) (class in pdstools.infinity.resources.prediction_studio.v24_1.repository) (class in pdstools.infinity.resources.prediction_studio.v24_2) (class in pdstools.infinity.resources.prediction_studio.v24_2.repository) repository() (AsyncPredictionStudioBase method), [1] (PredictionStudio method), [1], [2], [3] (PredictionStudioBase method), [1], [2], [3] repository_name (DatamartExport attribute) (UploadedModel attribute) repositoryName (DataMartExport attribute) request (APIConnectionError attribute) (APITimeoutError attribute) request() (AsyncAPIClient method) (SyncAPIClient method) require_dependencies() (in module pdstools.utils.namespaces) required (TableConfig attribute) reRank() (DecisionAnalyzer method), [1] resetGlobalDataFilters() (DecisionAnalyzer method), [1] response (PegaException attribute) response_gain() (Plots method) responsecount_trend() (PredictionPlots method) ResponseT (in module pdstools.infinity.internal._base_client) responseTimeoutType (Stage attribute) responseTimeoutValue (Stage attribute) roll_up() (BinAggregator method) root_path (Repository attribute), [1] run() (in module pdstools.cli) (ONNXModel method) run_quarto() (Reports static method) S s3_url (Repository property), [1], [2], [3] S3Data (class in pdstools.pega_io) (class in pdstools.pega_io.S3) safe_range_auc() (in module pdstools.utils.cdh_utils) Sample (class in pdstools.utils.polars_ext) sample (DecisionAnalyzer property), [1] sample() (Sample method) sample_trees() (in module pdstools.utils.datasets) sample_value_finder() (in module pdstools) (in module pdstools.utils.datasets) sample_values() (in module pdstools.utils.report_utils) save() (ONNXModel method) save_data() (ADMDatamart method), [1], [2] (ValueFinder method), [1] scope_index (in module pdstools.app.decision_analyzer.pages.10_Business_Value_Analysis) (in module pdstools.app.decision_analyzer.pages.3_Action_Distribution) (in module pdstools.app.decision_analyzer.pages.4_Action_Funnel) scope_options (in module pdstools.app.decision_analyzer.pages.10_Business_Value_Analysis) (in module pdstools.app.decision_analyzer.pages.3_Action_Distribution) (in module pdstools.app.decision_analyzer.pages.4_Action_Funnel) (in module pdstools.app.decision_analyzer.pages.5_Global_Sensitivity) (in module pdstools.app.decision_analyzer.pages.6_Win_Loss_Analysis) (in module pdstools.app.decision_analyzer.pages.8_Offer_Quality_Analysis) 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) segmented_df (in module pdstools.app.decision_analyzer.pages.11_Business_Lever_Analysis) segments (in module pdstools.app.decision_analyzer.pages.11_Business_Lever_Analysis) sensitivity() (Plot method) set_threshold() (ValueFinder method), [1] setup_logger() (in module pdstools.utils.cdh_utils) ShadowCCExists shape() (Sample method) show_credits() (in module pdstools.utils.report_utils) show_filtered_counts() (in module pdstools.app.decision_analyzer.da_streamlit_utils) show_versions() (in module pdstools) (in module pdstools.utils.show_versions) skip_col_prefix (Anonymization attribute), [1] slider_max (in module pdstools.app.decision_analyzer.pages.11_Business_Lever_Analysis) slider_min (in module pdstools.app.decision_analyzer.pages.11_Business_Lever_Analysis) source (in module pdstools.app.decision_analyzer.Home) (Model attribute) (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 (class in pdstools.infinity.resources.prediction_studio.async_base) stage_options (in module pdstools.app.decision_analyzer.pages.7_Personalization_Analysis) stages_from_arbitration_down (DecisionAnalyzer property), [1] standard_channels (CDHGuidelines property) standard_configurations (CDHGuidelines property) standard_directions (CDHGuidelines property) StartingEvidence (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) statsBeforeFilter (in module pdstools.app.decision_analyzer.pages.1_Global_Filters) status (BuddyResponse attribute) (Model attribute) (ModelAttributes attribute) (Prediction attribute), [1] status_code (PegaException attribute) subject (ModelAttributes attribute) (Prediction attribute), [1] success (in module pdstools.utils.pega_template) summary_by_channel() (Aggregates method) (Prediction method), [1], [2] summary_by_configuration() (Aggregates method) supported_pega_versions (in module pdstools.infinity.internal._constants) SyncAPIClient (class in pdstools.infinity.internal._base_client) SyncAPIResource (class in pdstools.infinity.internal._resource) T T (in module pdstools.infinity.internal._pagination) (in module pdstools.valuefinder.Plots) table_standard_formatting() (in module pdstools.utils.report_utils) table_style_predictor_count() (in module pdstools.utils.report_utils) TableConfig (class in pdstools.decision_analyzer.table_definition) targetLabels (ModelAttributes attribute) (Stage attribute) temp_dir (S3Data attribute), [1] temp_path (Anonymization attribute), [1] TextInput (class in pdstools.infinity.resources.knowledge_buddy.knowledge_buddy) threshold (ValueFinder property), [1] threshold_deciles() (Plot method) threshold_deciles_data (in module pdstools.app.decision_analyzer.pages.9_Thresholding_Analysis) thresholding_mapping (in module pdstools.app.decision_analyzer.pages.9_Thresholding_Analysis) thresholding_on (in module pdstools.app.decision_analyzer.pages.9_Thresholding_Analysis) timeout (BaseClient attribute) to_json() (Metadata method) to_prpc_date_time() (in module pdstools.utils.cdh_utils) token (PegaOAuth property) tree_map() (Plots method) tree_stats (ADMTreesModel property) trees (ADMTreesModel attribute) (MultiTrees attribute) treeStats (ADMTreesModel attribute) trend_chart() (Plot method) trigger_datamart_export() (PredictionStudio method), [1] trigger_time (Notification attribute) type (Metadata attribute) (ModelAttributes attribute) (Repository attribute), [1] (TableConfig attribute) U UnavailableBuddyError unfiltered_raw_decision_data (DecisionAnalyzer attribute), [1] unique_channel_direction (ADMDatamart property), [1], [2] unique_channels (ADMDatamart property), [1], [2] unique_configuration_channel_direction (ADMDatamart property), [1], [2] unique_configurations (ADMDatamart property), [1], [2] unique_predictor_categories (ADMDatamart property), [1], [2] update_challenger_response_share() (ChampionChallenger method) updated_by (Model attribute) upload_model() (PredictionStudio method), [1], [2], [3] uploaded_file (in module pdstools.app.decision_analyzer.pages.1_Global_Filters) 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_index() (Predictor method) validate_input_name() (Predictor method) validate_label_name() (Output method) validate_name() (Predictor method) validate_output() (Metadata method) validate_type() (Metadata method) value (AttributeValue attribute) (in module pdstools.app.decision_analyzer.pages.11_Business_Lever_Analysis) Value (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) value (SearchResult attribute) (TextInput attribute) value_distribution() (in module pdstools.decision_analyzer.plots) valueData (in module pdstools.app.decision_analyzer.pages.10_Business_Value_Analysis) ValueFinder (class in pdstools) (class in pdstools.valuefinder.ValueFinder) values (Attribute attribute) (FilterAttributes attribute) verify (BaseClient attribute) (PegaOAuth attribute) version (AsyncInfinity attribute) (AsyncPredictionStudio attribute), [1], [2], [3] (AsyncPredictionStudioBase attribute), [1] (Infinity attribute) (PredictionStudio attribute), [1], [2], [3] (PredictionStudioBase attribute), [1], [2], [3] vf (Aggregates attribute) (in module pdstools.app.decision_analyzer.pages.8_Offer_Quality_Analysis), [1] (Plots attribute) W weighted_average_polars() (in module pdstools.utils.cdh_utils) weighted_performance_polars() (in module pdstools.utils.cdh_utils) win_count (in module pdstools.app.decision_analyzer.pages.11_Business_Lever_Analysis) winning_from() (DecisionAnalyzer method), [1] working_dir (in module pdstools.app.health_check.pages.3_Reports) X xxx (in module pdstools.app.decision_analyzer.pages.9_Thresholding_Analysis) Z z_ratio() (in module pdstools.utils.cdh_utils)