Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z _ __add__() (MultiTrees method) __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) _adm_model_summary() (Aggregates method) _agg_in_batches() (Preprocess method) _agg_overall() (Preprocess method) _ANY_CONTEXT (FilterWidget attribute) _append_content_to_file() (ReportGenerator 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) _boxplot_pre_aggregated() (Plots method) _build_request() (BaseClient method) _calculate_aggregates() (Aggregate method) _calculate_remaining_aggregates() (Aggregate method) _capitalize() (in module pdstools.utils.cdh_utils) _CHANGED_VALUE (FilterWidget attribute) _CHANGED_WIDGET (FilterWidget attribute) _check_dependencies() (LazyNamespace method) _check_then_update() (ChampionChallenger method), [1] _clean_query() (Preprocess static method) _client (AsyncAPIClient attribute) (AsyncAPIResource attribute) (BaseClient attribute) (PaginatedList attribute) (SyncAPIClient attribute) (SyncAPIResource attribute) _COL (class in pdstools.explanations.ExplanationsUtils) _collect_awaitable_blocking() (AsyncAPIClient method) _combine_data() (Aggregates method) _combine_queries() (in module pdstools.utils.cdh_utils) _combobox_widgets (FilterWidget attribute) _conn (Preprocess attribute) _content_class (PaginatedList attribute) _context_infos_to_dictionary() (FilterWidget method) _context_keys (ContextOperations attribute) _context_operations (FilterWidget attribute) _CONTRIBUTION_TYPE (class in pdstools.explanations.ExplanationsUtils) _convert_keys() (Metadata static method) _copy_report_resources() (Reports method) _create_context_batches() (Preprocess method) _create_in_mem_table() (Preprocess method) _create_unique_contexts_file() (Preprocess static method) _decision_data (Plot attribute) _decode_trees() (ADMTreesModel method) _DEFAULT (class in pdstools.explanations.ExplanationsUtils) _DefaultAsyncHttpxClient (class in pdstools.infinity.internal._base_client) _delete (AsyncAPIResource attribute) (SyncAPIResource attribute) _delete_in_mem_table() (Preprocess method) _dependencies_checked (LazyNamespace attribute) _dependency_table() (in module pdstools.utils.show_versions) _depth() (ADMTreesModel method) _df (ContextOperations attribute) _display_context_selector() (FilterWidget method) _elements (PaginatedList attribute) _enforce_trailing_slash() (BaseClient method) _execute_query() (Preprocess method) _extra_attribs (PaginatedList attribute) _extract_keys() (in module pdstools.utils.cdh_utils) _fill_child_node_ids() (ADMTreesModel static method) _filter_contexts_by_selected() (FilterWidget method) _filter_df_by_context_infos() (ContextOperations method) _filter_for_predictors() (Aggregate method) _filtered_list (FilterWidget attribute) _finished() (PaginatedList._Slice method) _first_params (PaginatedList attribute) _from_pdc_json() (ImpactAnalyzer class method), [1], [2] _generate_by_context_qmds() (ReportGenerator method) _generate_introduction_qmd() (ReportGenerator method) _generate_overview_qmd() (ReportGenerator method) _get (AsyncAPIResource attribute) (SyncAPIResource attribute) _get_api_list (AsyncAPIResource attribute) (SyncAPIResource attribute) _get_base_df() (Aggregate method) _get_batch_sql_formatted() (Preprocess method) _get_changed_value() (FilterWidget method) _get_changed_widget() (FilterWidget method) _get_clean_df() (ContextOperations static method) _get_cmd_output() (in module pdstools.utils.report_utils) _get_context_combobox_widgets() (FilterWidget method) _get_context_dict() (ReportGenerator static method) _get_context_selector_widget() (FilterWidget method) _get_context_string() (ReportGenerator method) _get_contexts() (Preprocess method) _get_create_table_sql_formatted() (Preprocess method) _get_dependency_version() (in module pdstools.utils.show_versions) _get_df() (Aggregate method) _get_df_with_sort_info() (Aggregate method) _get_df_with_top_limit() (Aggregate method) _get_filter_expression() (ContextOperations static method) _get_first_action_dates() (ADMDatamart method), [1], [2] _get_group_by_columns() (Aggregate method) _get_missing_predictor_values_df() (Aggregate method) _get_model_contexts_sql_formatted() (Preprocess method) _get_models() (Prediction method) _get_next_page() (PaginatedList method) _get_options_for_context_selector() (FilterWidget method) _get_options_for_context_widget() (FilterWidget method) _get_overall_sql_formatted() (Preprocess method) _get_predictor_contributions() (Aggregate method) _get_predictor_value_contributions() (Aggregate method) _get_selected_context() (FilterWidget method) _get_selected_files() (Preprocess method) _get_sort_over_columns() (Aggregate method) _get_start_end_date_args() (in module pdstools.utils.cdh_utils) _get_table_name() (Preprocess static method) _get_thresholds() (Plots method) _get_unique_contexts() (ReportGenerator method) _get_up_to_index() (PaginatedList method) _get_version() (BaseClient method) _get_version_only() (in module pdstools.utils.report_utils) _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) _init_selected_context() (FilterWidget method) _introduce_model() (ChampionChallenger method), [1] _invalidate_cached_properties() (DecisionAnalyzer method), [1] _is_cached() (Preprocess method) _is_larger_than() (PaginatedList method) _ldf (Sample attribute) _list (PaginatedList._Slice attribute) _load() (ContextOperations method) _load_data() (Aggregate method) _log_params() (ReportGenerator method) _metric_value() (CDHGuidelines method) _minMaxScoresPerModel() (ADMDatamart class method), [1], [2] _model (ONNXModel attribute) _next_params (PaginatedList attribute) _next_token (PaginatedList attribute) _on_button_clicked() (FilterWidget method) _on_combobox_change() (FilterWidget method) _on_selector_change() (FilterWidget method) _parquet_in_batches() (Preprocess method) _parquet_overall() (Preprocess method) _patch (AsyncAPIResource attribute) (SyncAPIResource attribute) _plot_context_table() (Plots static method) _plot_overall_contributions() (Plots static method) _plot_predictor_contributions() (Plots static method) _polars_capitalize() (in module pdstools.utils.cdh_utils) _populate_selected_files() (Preprocess method) _populate_selected_files_from_local() (Preprocess method) _populate_selected_files_from_url() (Preprocess method) _post (AsyncAPIResource attribute) (SyncAPIResource attribute) _post_import_cleanup() (ADMTreesModel method) _prediction_trend() (PredictionPlots method) _PREDICTOR_TYPE (class in pdstools.explanations.ExplanationsUtils) _public_dict (AsyncAPIResource property) (SyncAPIResource property) _public_fields (AsyncAPIResource property) (SyncAPIResource property) _put (AsyncAPIResource attribute) (SyncAPIResource attribute) _quantile_from_threshold (Aggregates attribute) _raw_list (FilterWidget attribute) _read_batch_sql_file() (Preprocess method) _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) _read_overall_sql_file() (Preprocess method) _read_params() (ReportGenerator method) _read_pdc() (in module pdstools.utils.cdh_utils) _read_resource_file() (Preprocess method) _read_template() (ReportGenerator static method) _refresh_champion_challenger() (ChampionChallenger method) _removed (ChampionChallenger attribute) _request() (AsyncAPIClient method) (SyncAPIClient method) _request_method (PaginatedList attribute) _root (PaginatedList attribute) _run_agg() (Preprocess method) _selected_context_key (FilterWidget attribute) _selector_widget (FilterWidget attribute) _set_command_options() (in module pdstools.utils.report_utils) _set_date_range() (Explanations method), [1] _set_params() (Reports method) _sleep() (AsyncAPIResource method) (SyncAPIResource method) _SPECIAL (class in pdstools.explanations.ExplanationsUtils) _start (PaginatedList._Slice attribute) _status() (ChampionChallenger method), [1] _step (PaginatedList._Slice attribute) _stop (PaginatedList._Slice attribute) _summarize_action_analytics() (Aggregates method) _summarize_meta_info() (Aggregates method) _summarize_model_analytics() (Aggregates method) _summarize_model_usage() (Aggregates method) _TABLE_NAME (class in pdstools.explanations.ExplanationsUtils) _to_camel_case() (Metadata static method) _to_snake_case() (Metadata static method) _top_n() (Aggregates static method) _url (PaginatedList attribute) _validate_explanations_folder() (Preprocess method) _validate_model_data() (ADMDatamart method), [1], [2] _validate_predictor_data() (ADMDatamart method), [1], [2] _validate_report_dir() (Reports method) _write_header_to_file() (ReportGenerator method) _write_params_files() (in module pdstools.utils.report_utils) _write_single_context_file() (ReportGenerator method) _write_to_parquet() (Preprocess method) A accumulate_num_binnings() (BinAggregator method) accumulate_sym_binnings() (BinAggregator method) action_distribution() (Plots method) action_overlap() (Plots method) action_variation() (Plot method) active_model (ChampionChallenger attribute), [1] active_ranges() (ADMDatamart method), [1], [2] 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 (class in pdstools.explanations.Aggregate) aggregate (ContextOperations attribute) (Explanations attribute), [1] (Plots attribute) aggregate_folder (Reports attribute) 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), [1], [2] (ValueFinder attribute), [1] 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_predictorbinning (BinAggregator property) all_values_per_split (ADMTreesModel property) allValuesPerSplit (ADMTreesModel attribute) alt (_CONTRIBUTION_TYPE 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 application_name (BaseClient attribute) (SyncAPIClient attribute) 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] BIN_CONTENTS (_COL attribute) bin_log_odds() (in module pdstools.utils.cdh_utils) BIN_ORDER (_COL attribute) 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) by_context_folder (ReportGenerator attribute) C cache_to_file() (in module pdstools.pega_io) (in module pdstools.pega_io.File) cached_datamart() (in module pdstools.utils.streamlit_utils) cached_prediction_table() (in module pdstools.utils.streamlit_utils) cached_sample() (in module pdstools.utils.streamlit_utils) cached_sample_prediction() (in module pdstools.utils.streamlit_utils) calculate_pmi() (IH static method), [1], [2] 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_FOLDER (in module pdstools.reports.GlobalExplanations.scripts.generate_report) context_keys (ADMDatamart attribute), [1], [2] (MultiTrees attribute) context_operations (Aggregate attribute) ContextInfo (in module pdstools.explanations.ExplanationsUtils) ContextOperations (class in pdstools.explanations.ExplanationsUtils) contexts (Preprocess attribute) (ReportGenerator attribute) CONTINUOUS (OutcomeType attribute) CONTRIBUTION (_COL attribute) (_CONTRIBUTION_TYPE attribute) CONTRIBUTION_ABS (_COL attribute) (_CONTRIBUTION_TYPE attribute) CONTRIBUTION_MAX (_COL attribute) (_CONTRIBUTION_TYPE attribute) CONTRIBUTION_MIN (_COL attribute) (_CONTRIBUTION_TYPE attribute) contribution_text (ReportGenerator attribute) CONTRIBUTION_TEXT_DEFAULT (in module pdstools.reports.GlobalExplanations.scripts.generate_report) contribution_type (ReportGenerator attribute) CONTRIBUTION_TYPE_DEFAULT (in module pdstools.reports.GlobalExplanations.scripts.generate_report) CONTRIBUTION_WEIGHTED (_COL attribute) (_CONTRIBUTION_TYPE attribute) CONTRIBUTION_WEIGHTED_ABS (_COL attribute) (_CONTRIBUTION_TYPE attribute) contributions() (Plots method) convert_df() (in module pdstools.utils.streamlit_utils) copy_quarto_file() (in module pdstools.utils.report_utils) copy_report_resources() (in module pdstools.utils.report_utils) CREATE (_TABLE_NAME attribute) create_empty_numbinning() (BinAggregator method) create_hierarchical_selectors() (in module pdstools.decision_analyzer.utils) create_parameter_distribution_boxplots() (in module pdstools.decision_analyzer.plots) create_parser() (in module pdstools.cli) create_symbol_list() (BinAggregator method) create_win_distribution_plot() (in module pdstools.decision_analyzer.plots) create_working_and_temp_dir() (in module pdstools.utils.cdh_utils) ctr_trend() (PredictionPlots method) custom_exception_hook (KnowledgeBuddy attribute), [1], [2] D data (IH attribute), [1], [2] data_file (Explanations attribute), [1] (Preprocess attribute) data_folder (Explanations attribute), [1] 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) 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_ia_controlgroups (ImpactAnalyzer attribute), [1], [2] default_ia_experiments (ImpactAnalyzer attribute), [1], [2] default_predictor_categorization() (in module pdstools) (in module pdstools.utils.cdh_utils) DefaultAsyncHttpxClient (in module pdstools.infinity.internal._base_client) delete() (AsyncAPIClient method) (SyncAPIClient method) delete_challenger_model() (ChampionChallenger method) dependencies (Aggregate attribute) (BinAggregator attribute) (ContextOperations attribute) (FilterWidget attribute) (LazyNamespace attribute) (Plots attribute), [1], [2] (PredictionPlots attribute) (Preprocess attribute) (Reports attribute), [1] dependency_great_table() (in module pdstools.utils.show_versions) dependency_group (Aggregate attribute) (ContextOperations attribute) (FilterWidget attribute) (LazyNamespace attribute) (Plots attribute), [1] (Preprocess attribute) (Reports attribute), [1] DEPLOYMENT_MODE (in module pdstools.infinity.resources.prediction_studio.base) DESCENDING (_DEFAULT attribute) describe() (ChampionChallenger method) (Model method), [1] (Prediction method), [1] description (Notification attribute) deserialize_query() (in module pdstools.utils.report_utils) details (MultipleErrors attribute) (PegaException attribute) determine_extract_type() (in module pdstools.decision_analyzer.utils) df (ValueFinder attribute), [1] df_contextual (Aggregate attribute) df_overall (Aggregate attribute) discover_model_types() (AGB method) distribution() (Plot method) distribution_as_treemap() (Plot method) distribution_per_threshold() (Plots method) dm (BinAggregator attribute) E ENCODING (in module pdstools.reports.GlobalExplanations.scripts.generate_report) endpoint (PegaException attribute) 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) explanations (Aggregate attribute) Explanations (class in pdstools.explanations) (class in pdstools.explanations.Explanations) explanations (FilterWidget attribute) (Plots attribute) (Preprocess attribute) (Reports attribute) explanations_folder (Preprocess attribute) extract_type (DecisionAnalyzer attribute), [1] F F (in module pdstools.utils.cdh_utils) feature_importance() (in module pdstools.utils.cdh_utils) 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_batch_limit (Preprocess attribute) file_limit (Anonymization attribute), [1] file_path (H2OModel attribute) (PMMLModel attribute) (UploadedModel attribute) filter (Explanations attribute), [1] 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) FilterWidget (class in pdstools.explanations.FilterWidget) FinalPropensity (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) find_files() (in module pdstools.pega_io) (in module pdstools.pega_io.File) find_lever_value() (DecisionAnalyzer method), [1] first (MultiTrees property) first_action_dates (ADMDatamart attribute), [1], [2] FREQUENCY (_COL attribute) (_CONTRIBUTION_TYPE attribute) from_basic_auth() (BaseClient class method) from_client_credentials() (BaseClient class method) from_client_id_and_secret() (BaseClient class method) from_dataflow_export() (ADMDatamart class method), [1], [2] (Prediction class method), [1], [2] (ValueFinder class method), [1] from_date (Explanations attribute), [1] (Preprocess attribute) (ReportGenerator attribute) FROM_DATE_DEFAULT (in module pdstools.reports.GlobalExplanations.scripts.generate_report) from_ds_export() (ADMDatamart class method), [1], [2] (IH class method), [1], [2] (Prediction 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() (IH class method), [1], [2] (Prediction class method), [1], [2] from_onnx_proto() (ONNXModel class method) from_pdc() (ADMDatamart class method), [1], [2] (ImpactAnalyzer class method), [1], [2] (Prediction class method), [1], [2] from_processed_data() (Prediction class method), [1], [2] from_prpc_date_time() (in module pdstools.utils.cdh_utils) from_s3() (ADMDatamart class method), [1], [2] (IH class method), [1], [2] (Prediction 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] generate() (Preprocess method) (Reports method) generate_zipped_report() (in module pdstools.utils.report_utils) generator (in module pdstools.reports.GlobalExplanations.scripts.generate_report) 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_limits() (CDHGuidelines 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_context_info_str() (ContextOperations static method) get_context_keys() (ContextOperations method) get_counts_for_threshold() (Aggregates method) get_counts_per_stage() (Aggregates method) get_customer_summary() (Aggregates method) get_da_data_path() (in module pdstools.decision_analyzer.data_read_utils) get_df() (ContextOperations method) get_df_contextual() (Aggregate method) 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_list() (ContextOperations method) 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 method), [1] get_optionality_data_with_trend() (DecisionAnalyzer method), [1] get_optionality_funnel() (DecisionAnalyzer method), [1] get_output_filename() (in module pdstools.utils.report_utils) get_overview_stats (DecisionAnalyzer property), [1] get_pandoc_with_version() (in module pdstools.utils.report_utils) get_prediction() (PredictionStudio method), [1] get_predictions_channel_mapping() (CDHGuidelines method) get_predictor_contributions() (Aggregate method) get_predictor_value_contributions() (Aggregate method) get_predictors() (ADMTreesModel method) get_quarto_with_version() (in module pdstools.utils.report_utils) get_results() (in module pdstools.infinity.internal._base_client) get_schema() (in module pdstools.decision_analyzer.utils) get_scope_config() (in module pdstools.decision_analyzer.utils) get_selected_context() (FilterWidget method) get_sensitivity() (DecisionAnalyzer method), [1] get_sequences() (IH method), [1], [2] 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_unique_contexts_list() (Aggregate method) get_url() (in module pdstools.pega_io.API) get_visited_nodes() (ADMTreesModel method) get_win_distribution_data() (DecisionAnalyzer method), [1] 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) gini_coefficient() (in module pdstools.decision_analyzer.utils) global_winloss_distribution() (Plot method) GRADIENT_BOOSTING (AdmModelType attribute) grouped_dependencies() (in module pdstools.utils.show_versions) grouped_gains_per_split (ADMTreesModel property) groupedGainsPerSplit (ADMTreesModel attribute) H H2OModel (class in pdstools.infinity.resources.prediction_studio.local_model_utils) handle_pega_exception() (in module pdstools.infinity.internal._exceptions) (SyncAPIClient method) health_check() (Reports method) height() (Sample method) I ia (Plots attribute) ia_data (ImpactAnalyzer attribute), [1], [2] ih (Aggregates attribute) IH (class in pdstools) (class in pdstools.ih) (class in pdstools.ih.IH) ih (Plots attribute) impact (Notification attribute) ImpactAnalyzer (class in pdstools) (class in pdstools.impactanalyzer) (class in pdstools.impactanalyzer.ImpactAnalyzer) 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) initialized (Aggregate attribute) (ContextOperations attribute) input_name (Predictor attribute) interactive() (FilterWidget method) internal (Metadata attribute) InternalServerError INTRODUCTION_FILENAME (in module pdstools.reports.GlobalExplanations.scripts.generate_report) InvalidInputs InvalidRequest is_available (Prediction property), [1], [2] is_context_selected() (FilterWidget method) is_standard_configuration() (CDHGuidelines method) is_standard_prediction() (CDHGuidelines method) 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] lazy_sample() (in module pdstools.utils.cdh_utils) LazyNamespace (class in pdstools.utils.namespaces) LazyNamespaceMeta (class in pdstools.utils.namespaces) learning_rate (ADMTreesModel attribute) LEFT_PREFIX (Preprocess attribute) legend_color_order() (in module pdstools.utils.cdh_utils) level (DecisionAnalyzer attribute), [1] 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_polars() (in module pdstools.utils.cdh_utils) logger (in module pdstools.ih.Plots) (in module pdstools.impactanalyzer.Plots) (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.pega_io.File) (in module pdstools.prediction.Prediction) (in module pdstools.reports.GlobalExplanations.scripts.generate_report) (in module pdstools.utils.namespaces) (in module pdstools.utils.report_utils) (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] memory_limit (Preprocess attribute) 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) MISSING (_DEFAULT attribute) (_SPECIAL 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_context_limit (Preprocess attribute) (ReportGenerator attribute) MODEL_CONTEXTS (_TABLE_NAME attribute) model_data (ADMDatamart attribute), [1], [2] model_id (Model attribute) model_name (Explanations attribute), [1] (MultiTrees attribute) (Preprocess attribute) model_objective (ChampionChallenger attribute), [1] model_performance_trend() (Plots method) 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) 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.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.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.resources.queries pdstools.ih pdstools.ih.Aggregates pdstools.ih.IH pdstools.ih.Plots pdstools.impactanalyzer pdstools.impactanalyzer.ImpactAnalyzer pdstools.impactanalyzer.Plots pdstools.infinity pdstools.infinity.client pdstools.infinity.internal pdstools.infinity.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.reports.GlobalExplanations pdstools.reports.GlobalExplanations.scripts pdstools.reports.GlobalExplanations.scripts.generate_report 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) (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_outcome_labels (IH attribute), [1], [2] 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) num_sample_interactions (DecisionAnalyzer property), [1] NUMERIC (_PREDICTOR_TYPE attribute) (_TABLE_NAME attribute) NUMERIC_OVERALL (_TABLE_NAME attribute) 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_funnel() (Plot method) 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_gauges() (Plots method) overall_summary() (Aggregates method) (ImpactAnalyzer method), [1], [2] (Prediction method), [1], [2] overlap_lists_polars() (in module pdstools.utils.cdh_utils) overlap_matrix() (in module pdstools.utils.cdh_utils) override_message (PegaException attribute) overview() (Plots method) OVERVIEW_FILENAME (in module pdstools.reports.GlobalExplanations.scripts.generate_report) 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) params (PegaException attribute) params_file (Reports attribute) PARAMS_FILENAME (in module pdstools.reports.GlobalExplanations.scripts.generate_report) 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) PARTITON (_COL attribute) 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.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.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.resources.queries module pdstools.ih module pdstools.ih.Aggregates module pdstools.ih.IH module pdstools.ih.Plots module pdstools.impactanalyzer module pdstools.impactanalyzer.ImpactAnalyzer module pdstools.impactanalyzer.Plots module pdstools.infinity module pdstools.infinity.client module pdstools.infinity.internal module pdstools.infinity.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.reports.GlobalExplanations module pdstools.reports.GlobalExplanations.scripts module pdstools.reports.GlobalExplanations.scripts.generate_report 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] (Explanations attribute), [1] (IH attribute), [1], [2] (ImpactAnalyzer attribute), [1], [2] (Prediction attribute), [1], [2] (ValueFinder attribute), [1] plot_binning_attribution() (BinAggregator method) plot_binning_lift() (BinAggregator method) plot_contribution_per_tree() (ADMTreesModel method) plot_contributions_by_context() (Plots method) plot_contributions_for_overall() (Plots method) plot_lift_binning() (BinAggregator method) plot_priority_component_distribution() (in module pdstools.decision_analyzer.plots) plot_splits_per_variable() (ADMTreesModel method) plot_splits_per_variable_type() (ADMTreesModel method) plot_tree() (ADMTreesModel method) Plots (class in pdstools.adm.Plots) (class in pdstools.explanations.Plots) (class in pdstools.ih.Plots) (class in pdstools.impactanalyzer.Plots) (class in pdstools.valuefinder.Plots) PLOTS_FOR_BATCH (in module pdstools.reports.GlobalExplanations.scripts.generate_report) plots_for_batch_filepath (ReportGenerator attribute) pmi_overview() (IH static method), [1], [2] PMMLModel (class in pdstools.infinity.resources.prediction_studio.local_model_utils) polars_col_exists() (in module pdstools.utils.report_utils) polars_subset_to_existing_cols() (in module pdstools.utils.report_utils) positive_negative (in module pdstools.utils.pega_template), [1] positive_outcome_labels (IH attribute), [1], [2] 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_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_data (ADMDatamart attribute), [1], [2] predictor_list (Metadata attribute) PREDICTOR_NAME (_COL attribute) predictor_performance() (Plots method) predictor_performance_heatmap() (Plots method) predictor_performance_pivot() (Aggregates method) PREDICTOR_TYPE (_COL attribute) predictors (ADMTreesModel attribute) (ADMTreesModel property) predictors_global_overview() (Aggregates method) predictors_overview() (Aggregates method) Preprocess (class in pdstools.explanations.Preprocess) preprocess (Explanations attribute), [1] preprocess() (Anonymization method), [1] prio_factor_boxplots() (Plot method) priority_component_distribution() (DecisionAnalyzer method), [1] process() (Anonymization method), [1] process_files_to_bytes() (in module pdstools.utils.cdh_utils) progress_bar (Preprocess attribute) promote_challenger_model() (ChampionChallenger method) propensity_distribution() (Plots method) 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) query_batch_limit (Preprocess attribute) 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_boxplot() (Plot method) 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) REMAINING (_DEFAULT attribute) (_SPECIAL attribute) remove_predictor() (ChampionChallenger method) rename_and_cast_types() (in module pdstools.decision_analyzer.utils) report (Explanations attribute), [1] report_folder (ReportGenerator attribute) report_foldername (Reports attribute) report_folderpath (Reports attribute) report_output_dir (Reports attribute) ReportGenerator (class in pdstools.reports.GlobalExplanations.scripts.generate_report) Reports (class in pdstools.adm.Reports) (class in pdstools.explanations.Reports) Repository (class in pdstools.infinity.resources.prediction_studio.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) reRank() (DecisionAnalyzer method), [1] resetGlobalDataFilters() (DecisionAnalyzer method), [1] response (PegaException attribute) response_count() (Plots method) response_count_tree_map() (Plots method) response_gain() (Plots method) responsecount_trend() (PredictionPlots method) ResponseT (in module pdstools.infinity.internal._base_client) responseTimeoutType (Stage attribute) responseTimeoutValue (Stage attribute) RIGHT_PREFIX (Preprocess attribute) roll_up() (BinAggregator method) root_dir (Explanations attribute), [1] (ReportGenerator attribute) root_path (Repository attribute), [1] run() (in module pdstools.cli) (ONNXModel method) (ReportGenerator method) run_quarto() (in module pdstools.utils.report_utils) S s3_url (Repository property), [1], [2], [3] S3Data (class in pdstools.pega_io) (class in pdstools.pega_io.S3) safe_flatten_list() (in module pdstools.utils.cdh_utils) safe_range_auc() (in module pdstools.utils.cdh_utils) Sample (class in pdstools.utils.polars_ext) sample (DecisionAnalyzer property), [1] sample() (Sample method) sample_size (DecisionAnalyzer attribute), [1] 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] (Prediction method), [1], [2] (ValueFinder method), [1] 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) selected_files (Preprocess attribute) sensitivity() (Plot method) SEP (Preprocess attribute) serialize_query() (in module pdstools.utils.report_utils) set_selected_context() (FilterWidget 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_versions() (in module pdstools) (in module pdstools.utils.show_versions) SINGLE_CONTEXT_TEMPLATE (in module pdstools.reports.GlobalExplanations.scripts.generate_report) skip_col_prefix (Anonymization attribute), [1] source (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) stages_from_arbitration_down (DecisionAnalyzer property), [1] standard_channels (CDHGuidelines property) standard_configurations (CDHGuidelines property) standard_directions (CDHGuidelines property) standard_non_default_configurations (CDHGuidelines property) standard_predictions (CDHGuidelines property) StartingEvidence (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) 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) success_rate() (Plots method) success_rate_tree_map() (Plots method) summarize_by_interaction() (Aggregates method) summarize_control_groups() (ImpactAnalyzer method), [1], [2] summarize_experiments() (ImpactAnalyzer method), [1], [2] summary_by_channel() (Aggregates method) (ImpactAnalyzer method), [1], [2] (Prediction method), [1], [2] summary_by_configuration() (Aggregates method) summary_outcomes() (Aggregates method) summary_success_rates() (Aggregates method) supported_pega_versions (in module pdstools.infinity.internal._constants) SYMBOLIC (_PREDICTOR_TYPE attribute) (_TABLE_NAME attribute) SYMBOLIC_OVERALL (_TABLE_NAME attribute) 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] TEMPLATES_FOLDER (in module pdstools.reports.GlobalExplanations.scripts.generate_report) text (_CONTRIBUTION_TYPE attribute) TextInput (class in pdstools.infinity.resources.knowledge_buddy.knowledge_buddy) thread_count (Preprocess attribute) threshold (ValueFinder property), [1] threshold_deciles() (Plot method) timeout (BaseClient attribute) to_date (Explanations attribute), [1] (Preprocess attribute) (ReportGenerator attribute) TO_DATE_DEFAULT (in module pdstools.reports.GlobalExplanations.scripts.generate_report) to_json() (Metadata method) to_prpc_date_time() (in module pdstools.utils.cdh_utils) token (PegaOAuth property) TOP_K (_DEFAULT attribute) (in module pdstools.reports.GlobalExplanations.scripts.generate_report) top_k (ReportGenerator attribute) TOP_N (_DEFAULT attribute) (in module pdstools.reports.GlobalExplanations.scripts.generate_report) top_n (ReportGenerator attribute) TOTAL_FREQUENCY (_SPECIAL attribute) tree_map() (Plots method) tree_stats (ADMTreesModel property) trees (ADMTreesModel attribute) (MultiTrees attribute) treeStats (ADMTreesModel attribute) trend() (Plots method) trend_chart() (Plot method) trigger_datamart_export() (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_CONTEXTS_FILENAME (in module pdstools.reports.GlobalExplanations.scripts.generate_report) unique_contexts_filename (Preprocess attribute) unique_predictor_categories (ADMDatamart property), [1], [2] update_challenger_response_share() (ChampionChallenger method) updated_by (Model attribute) upload_model() (PredictionStudio method), [1], [2], [3] 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_and_get_type() (_CONTRIBUTION_TYPE class method) validate_columns() (in module pdstools.decision_analyzer.data_read_utils) validate_folder() (Aggregate method) 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) validation_error (DecisionAnalyzer attribute), [1] value (AttributeValue attribute) Value (PegaDefaultTables.pyValueFinder attribute) (pyValueFinder attribute) value (SearchResult attribute) (TextInput attribute) ValueFinder (class in pdstools) (class in pdstools.valuefinder.ValueFinder) values (Attribute attribute) (FilterAttributes attribute) VERBOSE_DEFAULT (in module pdstools.reports.GlobalExplanations.scripts.generate_report) 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) (Plots attribute) W weighted_average_polars() (in module pdstools.utils.cdh_utils) weighted_performance_polars() (in module pdstools.utils.cdh_utils) winning_from() (DecisionAnalyzer method), [1] X X_AXIS_TITLE_DEFAULT (Plots attribute) Y Y_AXIS_TITLE_DEFAULT (Plots attribute) Z z_ratio() (in module pdstools.utils.cdh_utils)