API DocumentationΒΆ
- ofs_aif package
- Subpackages
- Submodules
- ofs_aif.aif module
aifaif.add_model_groups()aif.add_new_attribute_values_for_model_group_metadata()aif.add_to_modeling_dataset()aif.auc_summary()aif.auc_summary_detailed()aif.close_ecm_connection()aif.close_open_plots()aif.configure_investigation_guidance()aif.create_definition()aif.create_instance()aif.deploy()aif.drop_features_from_modeling_dataset()aif.eda_auto_sample_proportion()aif.eda_bivariate_analysis_plot()aif.eda_categorical_summary()aif.eda_correlation_heat_map_plot()aif.eda_frequency_distribution_plot()aif.eda_information_value()aif.eda_numerical_summary()aif.eda_sampling()aif.eda_sar_distribution()aif.eda_time_series_plot()aif.enable_attributes_as_model_group_metadata()aif.feature_contribution_plot()aif.feature_importance_plot()aif.get_behavioral_data()aif.get_cx_connection()aif.get_data_source_connection()aif.get_dynamic_jmp_desc()aif.get_ecm_connection()aif.get_golden_data()aif.get_investigation_guidance()aif.get_model_features()aif.get_model_group_id()aif.get_model_group_name()aif.get_model_group_scenario_id()aif.get_model_group_scenario_name()aif.get_modeling_dataset()aif.get_non_behavioral_data()aif.get_notebook_id()aif.get_oracledb_connection()aif.get_osot_auc()aif.get_osot_perf_metrics()aif.get_osot_perf_plots()aif.get_production_data_query()aif.get_sql_alchemy_connection()aif.get_sql_alchemy_engine()aif.get_workspace()aif.initialize_connection()aif.is_production()aif.load_object()aif.load_trainer_status()aif.load_transformation_results()aif.load_transformations()aif.merge()aif.merge_generic()aif.model_performance_plot()aif.modify_model_groups()aif.obtain_investigation_details()aif.partial_dependency_plot()aif.refresh_sar()aif.save_feature_description()aif.save_object()aif.save_trainer_status()aif.save_transformation_results()aif.save_transformations()aif.select_feature_with_bkw()aif.select_feature_with_iv()aif.select_feature_with_varclus()aif.set_case_id()aif.set_ecm_connection()aif.set_event_skey()aif.set_notebook_id()aif.set_plot_dimension()aif.set_production_flag()aif.show_confusion_matrix()aif.show_definition()aif.show_feature_description()aif.show_last_run()aif.show_metadata_for_model_group_creation()aif.show_model_groups()aif.show_plots()aif.show_prediction_deciles()aif.show_rank_measures()aif.show_run_logs()aif.show_sample_entity_id()aif.show_saved_transformations()aif.show_unused_attributes_in_model_group_metadata()aif.update_transformations()
- ofs_aif.aif_utility module
aif_utilityaif_utility.delete_models()aif_utility.execution_status()aif_utility.export_models()aif_utility.fit_models()aif_utility.get_auc_summaries()aif_utility.get_models_run_status()aif_utility.get_models_summaries()aif_utility.get_objective_details()aif_utility.get_reviewers_approvers_list()aif_utility.import_model_templates()aif_utility.publish_models()aif_utility.request_models_for_deployment()
- ofs_aif.amles module
- ofs_aif.supervised module
supervisedsupervised.annual_model_validation()supervised.create_modeling_dataset_for_osot()supervised.create_time_series_dataset()supervised.data_quality_data_preparation()supervised.data_quality_report()supervised.fit()supervised.get_case_data_and_sar_classification()supervised.get_drift_history()supervised.get_investigation_data()supervised.get_nearest_neighbors_graph()supervised.get_nearest_neighbors_tsc()supervised.get_sar_data()supervised.get_time_series_dataset()supervised.import_model_template()supervised.insert_sar_data()supervised.load_investigated_entity()supervised.load_sar_data()supervised.load_sars_from_csv()supervised.match_exact_caseid()supervised.match_nearest_caseid()supervised.monthly_model_validation()supervised.predict()supervised.save_drift_history()
- ofs_aif.unsupervised module
unsupervisedunsupervised.anomaly_scoring()unsupervised.assign_peer_groups()unsupervised.assign_peer_groups_prod()unsupervised.cluster_eval_metrics()unsupervised.cluster_eval_metrics_detailed()unsupervised.cluster_profiling()unsupervised.create_modeling_dataset_for_osot()unsupervised.deviation_scoring()unsupervised.eda_bivariate_analysis_plot()unsupervised.eda_categorical_summary()unsupervised.eda_correlation_heat_map_plot()unsupervised.eda_frequency_distribution_plot()unsupervised.eda_numerical_summary()unsupervised.eda_sampling()unsupervised.feature_contribution_plot()unsupervised.fit()unsupervised.get_activity_summary()unsupervised.get_non_behavioral_summary()unsupervised.get_unique_cluster_IDs()unsupervised.predict()unsupervised.predict_new_entities()unsupervised.select_feature_with_varclus()unsupervised.show_sample_entity_id()
- Module contents