API DocumentationΒΆ
- ofs_aif package
- Subpackages
- Submodules
- ofs_aif.aif module
aif
aif.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_utility
aif_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
supervised
supervised.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
unsupervised
unsupervised.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