Index

A

absolute_deviation() (in module src.variants.metrics.error_metrics) add_measurement_noise() (src.blocks.Simulator.Simulator method) Application (class in src.domains.Application)

archive_carmaker_files() (src.blocks.Simulator.Simulator method) Assessment (class in src.blocks.Assessment) AssessmentCsvHandler (class in src.commonalities.CsvHandler) avm() (in module src.variants.metrics.area_metrics)

B

boolean_classifier() (in module src.evaluation.vvuq_evaluation)

butterworth_filter() (in module src.helpers.signal_processing.filtering)

C

calc_areas() (in module src.variants.metrics.area_metrics) calc_left_area() (in module src.variants.metrics.area_metrics) calc_prediction_interval() (in module src.variants.metamodels.regression) calc_right_area() (in module src.variants.metrics.area_metrics) calculate_area_metrics() (src.blocks.Metric.Metric method) calculate_iso19364_boundaries() (src.blocks.DecisionMaking.DecisionMaking static method) calculate_kpis() (src.blocks.Assessment.Assessment method) calculate_metric() (src.blocks.Metric.Metric method) calculate_qois() (src.blocks.Assessment.Assessment method) calculate_ttc() (src.blocks.Assessment.Assessment static method) Calibration (class in src.domains.Calibration) CarMakerNameSpaceHandler (class in src.helpers.namespaces.QuantityNamespace) CarMakerRemote (class in src.variants.CarMaker.CarMakerRemote) cartesian_product() (in module src.variants.scenarios.sampling) check_lkft_conditions() (src.applications.UNECE_R79.unecer79_event_finder.UNECEr79EventFinder method) check_regulation() (src.blocks.DecisionMaking.DecisionMaking method)

check_tolerances() (src.blocks.DecisionMaking.DecisionMaking method) close_tcpip_socket() (src.variants.CarMaker.CarMakerRemote.CarMakerRemote method) cluster_lkft_events() (src.applications.UNECE_R79.unecer79_event_finder.UNECEr79EventFinder method) compare_means_with_ci() (in module src.variants.metrics.distributional_metrics) ConfigHandler (class in src.commonalities.ConfigHandler) configure_carmaker_before_simulation() (src.variants.CarMaker.CarMakerRemote.CarMakerRemote method) configure_carmaker_initially() (src.variants.CarMaker.CarMakerRemote.CarMakerRemote method) connect_tcpip_socket() (src.variants.CarMaker.CarMakerRemote.CarMakerRemote method) convert_parameters() (src.blocks.Simulator.Simulator static method) correct_erg_filenames() (src.variants.CarMaker.CarMakerRemote.CarMakerRemote method) correlation_coefficient() (in module src.variants.metrics.error_metrics) create_ecdf() (src.blocks.Assessment.Assessment static method) create_erg_filepaths() (src.blocks.Simulator.Simulator method) create_vvuq_evaluation() (in module src.evaluation.vvuq_evaluation_wrapper) create_vvuq_plots() (in module src.plots.vvuq_plot_wrapper) CsvHandler (class in src.commonalities.CsvHandler)

D

DataFileReader (class in src.helpers.parsers.DataFileReader)

DecisionMaking (class in src.blocks.DecisionMaking) dtw() (in module src.variants.metrics.time_metrics)

E

ErgFileReader (class in src.helpers.parsers.ErgFileReader) error_integration() (src.blocks.ErrorIntegration.ErrorIntegration method) ErrorIntegration (class in src.blocks.ErrorIntegration) ErrorModel (class in src.blocks.ErrorModel)

evaluation_area_metric() (in module src.evaluation.vvuq_evaluation) execute_simulation() (src.variants.CarMaker.CarMakerRemote.CarMakerRemote method) execute_testseries() (src.variants.CarMaker.CarMakerRemote.CarMakerRemote method) extend() (src.commonalities.ConfigHandler.ConfigHandler method) extract_scenario_timeseries() (src.blocks.Assessment.Assessment static method)

F

find_lkft_events() (src.applications.UNECE_R79.unecer79_event_finder.UNECEr79EventFinder method)

full_domain_list (src.commonalities.ConfigHandler.ConfigHandler attribute) full_factorial_doe() (in module src.variants.scenarios.sampling)

G

gci_uncertainty() (src.domains.Verification.Verification method) generate_aleatory_samples() (src.blocks.Scenarios.Scenarios method) generate_epistemic_samples() (src.blocks.Scenarios.Scenarios method) generate_scenarios() (src.blocks.Scenarios.Scenarios method) generate_space_samples() (src.blocks.Scenarios.Scenarios method) get_event_boundaries() (in module src.helpers.signal_processing.digitalization) get_pbox_edges() (src.blocks.Assessment.Assessment static method)

get_property() (src.commonalities.ConfigHandler.ConfigHandler method) get_quantity_array() (src.helpers.parsers.DataFileReader.DataFileReader method) (src.helpers.parsers.ErgFileReader.ErgFileReader method) (src.helpers.parsers.MdfFileReader.MdfFileReader method) get_units() (src.helpers.parsers.DataFileReader.DataFileReader method) (src.helpers.parsers.ErgFileReader.ErgFileReader method) (src.helpers.parsers.MdfFileReader.MdfFileReader method)

I

iavm() (in module src.variants.metrics.area_metrics) iavm_get_limit_functions() (src.blocks.Metric.Metric method) infer_gp_model() (in module src.variants.metamodels.kriging) infer_ipm_model() (src.blocks.ErrorModel.ErrorModel static method) infer_linear_regression_model() (in module src.variants.metamodels.regression)

infer_mlp_model() (in module src.variants.metamodels.neural_networks) infer_models() (src.blocks.ErrorModel.ErrorModel method) infer_polynomial_regression_model() (in module src.variants.metamodels.regression) instance_list (src.commonalities.ConfigHandler.ConfigHandler attribute) interpolate_signal() (in module src.helpers.signal_processing.interpolation)

K

ks_test() (in module src.variants.metrics.distributional_metrics)

L

launch_carmaker() (src.variants.CarMaker.CarMakerRemote.CarMakerRemote method) lhs() (in module src.variants.scenarios.sampling)

load() (src.commonalities.CsvHandler.AssessmentCsvHandler method) (src.commonalities.CsvHandler.ScenarioCsvHandler method) (src.commonalities.CsvHandler.SimulatorCsvHandler method)

M

mae() (in module src.variants.metrics.error_metrics) major_domain_list (src.commonalities.ConfigHandler.ConfigHandler attribute) mane() (in module src.variants.metrics.error_metrics) mavm() (in module src.variants.metrics.area_metrics) mcs_gaussian() (in module src.variants.scenarios.sampling) mcs_uniform() (in module src.variants.scenarios.sampling) MdfFileReader (class in src.helpers.parsers.MdfFileReader) me() (in module src.variants.metrics.error_metrics) merge_ecdf_functions() (in module src.variants.metrics.area_metrics) Metric (class in src.blocks.Metric) mne() (in module src.variants.metrics.error_metrics) module src src.applications src.applications.UNECE_R79 src.applications.UNECE_R79.unecer79_event_finder src.blocks src.blocks.Assessment src.blocks.DecisionMaking src.blocks.ErrorIntegration src.blocks.ErrorModel src.blocks.Metric src.blocks.Scenarios src.blocks.Simulator src.commonalities src.commonalities.ConfigHandler src.commonalities.CsvHandler src.domains src.domains.Application src.domains.Calibration src.domains.Validation src.domains.Verification src.domains.VVUQ src.evaluation src.evaluation.vvuq_evaluation src.evaluation.vvuq_evaluation_wrapper src.helpers src.helpers.general src.helpers.general.numpy_indexing src.helpers.namespaces src.helpers.namespaces.QuantityNamespace src.helpers.parsers src.helpers.parsers.DataFileReader src.helpers.parsers.ErgFileReader src.helpers.parsers.MdfFileReader src.helpers.signal_processing src.helpers.signal_processing.digitalization src.helpers.signal_processing.filtering src.helpers.signal_processing.interpolation src.plots src.plots.vvuq_plot_wrapper src.plots.vvuq_plots src.variants src.variants.CarMaker src.variants.CarMaker.CarMakerRemote src.variants.metamodels src.variants.metamodels.kriging src.variants.metamodels.neural_networks src.variants.metamodels.regression src.variants.metrics src.variants.metrics.area_metrics src.variants.metrics.distributional_metrics src.variants.metrics.error_metrics src.variants.metrics.time_metrics src.variants.scenarios src.variants.scenarios.sampling

moving_average_filter() (in module src.helpers.signal_processing.filtering)

N

nrmse() (in module src.variants.metrics.error_metrics)

P

perform_filtering() (src.blocks.Assessment.Assessment static method) plot_area_metrics() (in module src.plots.vvuq_plots) plot_cdf() (in module src.plots.vvuq_plots) plot_decision_space() (in module src.plots.vvuq_plots) plot_error_integration_deterministic() (in module src.plots.vvuq_plots) plot_extrapolation_surface() (in module src.plots.vvuq_plots) plot_kpi_surface() (in module src.plots.vvuq_plots) plot_scenario_space() (in module src.plots.vvuq_plots) plot_timeseries() (in module src.plots.vvuq_plots) plot_timeseries_unecer79() (in module src.plots.vvuq_plots) plot_uncertainty_expansion_nondeterministic() (in module src.plots.vvuq_plots)

polygon_area() (in module src.variants.metrics.area_metrics) prepare_lr_prediction_interval() (in module src.variants.metamodels.regression) prepare_pr_prediction_interval() (in module src.variants.metamodels.regression) process() (src.commonalities.ConfigHandler.ConfigHandler method) (src.domains.Application.Application method) (src.domains.Calibration.Calibration method) (src.domains.Validation.Validation method) (src.domains.Verification.Verification method) (src.domains.VVUQ.VVUQ method) process_executed_scenarios() (src.blocks.Scenarios.Scenarios method) pullup_glitches() (in module src.helpers.signal_processing.digitalization) pullup_lkft_glitches() (src.applications.UNECE_R79.unecer79_event_finder.UNECEr79EventFinder method)

Q

quantity_name_mapper() (src.helpers.namespaces.QuantityNamespace.CarMakerNameSpaceHandler method) (src.helpers.namespaces.QuantityNamespace.QuantityNamespaceHandler method)

quantity_name_mapper_none() (src.helpers.namespaces.QuantityNamespace.QuantityNamespaceHandler method) QuantityNamespaceHandler (class in src.helpers.namespaces.QuantityNamespace)

R

R79ParameterNamespaceHandler (class in src.helpers.namespaces.QuantityNamespace) R79VehicleMatNamespaceHandler (class in src.helpers.namespaces.QuantityNamespace) R79VehicleMdfNamespaceHandler (class in src.helpers.namespaces.QuantityNamespace) r_squared() (in module src.variants.metrics.error_metrics) read_data_file() (src.helpers.parsers.DataFileReader.DataFileReader method) (src.helpers.parsers.ErgFileReader.ErgFileReader method) (src.helpers.parsers.MdfFileReader.MdfFileReader method) read_multiple_files() (src.helpers.parsers.DataFileReader.DataFileReader method) receive_tcpip_message() (src.variants.CarMaker.CarMakerRemote.CarMakerRemote method)

relative_deviation() (in module src.variants.metrics.error_metrics) relative_deviation_2prediction() (in module src.variants.metrics.error_metrics) resample_signal() (in module src.helpers.signal_processing.interpolation) reshape_sample_array() (src.blocks.Scenarios.Scenarios method) richardson_extrapolation() (src.domains.Verification.Verification static method) rmse() (in module src.variants.metrics.error_metrics) run_process() (src.blocks.Assessment.Assessment method) run_simulation_process() (src.blocks.Simulator.Simulator method) russell_error_factors() (in module src.variants.metrics.time_metrics)

S

save() (src.commonalities.CsvHandler.AssessmentCsvHandler method) (src.commonalities.CsvHandler.ScenarioCsvHandler method) (src.commonalities.CsvHandler.SimulatorCsvHandler method) ScenarioCsvHandler (class in src.commonalities.CsvHandler) Scenarios (class in src.blocks.Scenarios) se() (in module src.variants.metrics.error_metrics) select_longest_events() (in module src.helpers.signal_processing.digitalization) select_quantities() (src.helpers.parsers.DataFileReader.DataFileReader method) (src.helpers.parsers.ErgFileReader.ErgFileReader method) (src.helpers.parsers.MdfFileReader.MdfFileReader method) send_tcpip_message() (src.variants.CarMaker.CarMakerRemote.CarMakerRemote method) Simulator (class in src.blocks.Simulator) SimulatorCsvHandler (class in src.commonalities.CsvHandler) slices_to_index_array() (in module src.helpers.general.numpy_indexing) sprague_geers_error_factors() (in module src.variants.metrics.time_metrics) src module src.applications module src.applications.UNECE_R79 module src.applications.UNECE_R79.unecer79_event_finder module src.blocks module src.blocks.Assessment module src.blocks.DecisionMaking module src.blocks.ErrorIntegration module src.blocks.ErrorModel module src.blocks.Metric module src.blocks.Scenarios module src.blocks.Simulator module src.commonalities module src.commonalities.ConfigHandler module src.commonalities.CsvHandler module src.domains module src.domains.Application module src.domains.Calibration module src.domains.Validation module src.domains.Verification module src.domains.VVUQ module src.evaluation module src.evaluation.vvuq_evaluation module src.evaluation.vvuq_evaluation_wrapper module

src.helpers module src.helpers.general module src.helpers.general.numpy_indexing module src.helpers.namespaces module src.helpers.namespaces.QuantityNamespace module src.helpers.parsers module src.helpers.parsers.DataFileReader module src.helpers.parsers.ErgFileReader module src.helpers.parsers.MdfFileReader module src.helpers.signal_processing module src.helpers.signal_processing.digitalization module src.helpers.signal_processing.filtering module src.helpers.signal_processing.interpolation module src.plots module src.plots.vvuq_plot_wrapper module src.plots.vvuq_plots module src.variants module src.variants.CarMaker module src.variants.CarMaker.CarMakerRemote module src.variants.metamodels module src.variants.metamodels.kriging module src.variants.metamodels.neural_networks module src.variants.metamodels.regression module src.variants.metrics module src.variants.metrics.area_metrics module src.variants.metrics.distributional_metrics module src.variants.metrics.error_metrics module src.variants.metrics.time_metrics module src.variants.scenarios module src.variants.scenarios.sampling module string_to_index() (in module src.helpers.general.numpy_indexing)

T

theils_u() (in module src.variants.metrics.error_metrics) train_gp_model() (in module src.variants.metamodels.kriging) train_ipm_model() (src.blocks.ErrorModel.ErrorModel static method) train_linear_regression_model() (in module src.variants.metamodels.regression)

train_mlp_model() (in module src.variants.metamodels.neural_networks) train_models() (src.blocks.ErrorModel.ErrorModel method) train_polynomial_regression_model() (in module src.variants.metamodels.regression) trim_lkft_signals() (src.applications.UNECE_R79.unecer79_event_finder.UNECEr79EventFinder static method)

U

UNECEr79EventFinder (class in src.applications.UNECE_R79.unecer79_event_finder) upooling_backtransform() (src.blocks.Metric.Metric static method)

upooling_transform() (src.blocks.Metric.Metric static method) upper_bound_loss() (in module src.variants.metamodels.neural_networks)

V

validate() (src.commonalities.ConfigHandler.ConfigHandler method) validate_schema() (src.commonalities.ConfigHandler.ConfigHandler method) Validation (class in src.domains.Validation)

Verification (class in src.domains.Verification) vm_oberkampf_2002() (in module src.variants.metrics.error_metrics) VVUQ (class in src.domains.VVUQ)