Index

_

__call__() (otaf.assembly_modeling.SystemOfConstraintsAssemblyModel method), [1] (otaf.assembly_modeling.systemOfConstraintsAssemblyModel.SystemOfConstraintsAssemblyModel method), [1] (otaf.optimization.AcceptTest method) (otaf.optimization.Callback method) (otaf.optimization.StepTaking method) (otaf.SystemOfConstraintsAssemblyModel method), [1] __getitem__() (otaf.assembly_modeling.AssemblyDataProcessor method) (otaf.assembly_modeling.assemblyDataProcessor.AssemblyDataProcessor method) (otaf.AssemblyDataProcessor method) __init__() (otaf.assembly_modeling.CompatibilityLoopHandling method) (otaf.assembly_modeling.compatibilityLoopHandling.CompatibilityLoopHandling method) (otaf.assembly_modeling.SystemOfConstraintsAssemblyModel method) (otaf.assembly_modeling.systemOfConstraintsAssemblyModel.SystemOfConstraintsAssemblyModel method) (otaf.CompatibilityLoopHandling method) (otaf.SystemOfConstraintsAssemblyModel method) __iter__() (otaf.optimization.OptimizationStorage method) __repr__() (otaf.assembly_modeling.AssemblyDataProcessor method) (otaf.assembly_modeling.assemblyDataProcessor.AssemblyDataProcessor method) (otaf.assembly_modeling.assemblyModelingBaseObjects.DeviationMatrix method) (otaf.assembly_modeling.assemblyModelingBaseObjects.GapMatrix method) (otaf.assembly_modeling.assemblyModelingBaseObjects.TransformationMatrix method) (otaf.assembly_modeling.DeviationMatrix method) (otaf.assembly_modeling.GapMatrix method) (otaf.assembly_modeling.TransformationMatrix method) (otaf.AssemblyDataProcessor method) (otaf.DeviationMatrix method) (otaf.GapMatrix method) (otaf.TransformationMatrix method) (otaf.uncertainty.SocAssemblyAnalysisOptimized method)

__setitem__() (otaf.assembly_modeling.AssemblyDataProcessor method) (otaf.assembly_modeling.assemblyDataProcessor.AssemblyDataProcessor method) (otaf.AssemblyDataProcessor method) _deviation_matrix_map (otaf.assembly_modeling.CompatibilityLoopHandling attribute) (otaf.assembly_modeling.compatibilityLoopHandling.CompatibilityLoopHandling attribute) (otaf.CompatibilityLoopHandling attribute) _gap_matrix_map (otaf.assembly_modeling.CompatibilityLoopHandling attribute) (otaf.assembly_modeling.compatibilityLoopHandling.CompatibilityLoopHandling attribute) (otaf.CompatibilityLoopHandling attribute) _transformation_matrix_map (otaf.assembly_modeling.CompatibilityLoopHandling attribute) (otaf.assembly_modeling.compatibilityLoopHandling.CompatibilityLoopHandling attribute) (otaf.CompatibilityLoopHandling attribute)

A

a (otaf.surrogate.LimitSpaceFocusedLoss attribute) (otaf.surrogate.PositiveLimitSpaceFocusedLoss attribute) A_eq_Def (otaf.assembly_modeling.SystemOfConstraintsAssemblyModel attribute) (otaf.assembly_modeling.systemOfConstraintsAssemblyModel.SystemOfConstraintsAssemblyModel attribute) (otaf.SystemOfConstraintsAssemblyModel attribute) A_eq_Gap (otaf.assembly_modeling.SystemOfConstraintsAssemblyModel attribute) (otaf.assembly_modeling.systemOfConstraintsAssemblyModel.SystemOfConstraintsAssemblyModel attribute) (otaf.SystemOfConstraintsAssemblyModel attribute) A_ub_Def (otaf.assembly_modeling.SystemOfConstraintsAssemblyModel attribute) (otaf.assembly_modeling.systemOfConstraintsAssemblyModel.SystemOfConstraintsAssemblyModel attribute) (otaf.SystemOfConstraintsAssemblyModel attribute) A_ub_Gap (otaf.assembly_modeling.SystemOfConstraintsAssemblyModel attribute) (otaf.assembly_modeling.systemOfConstraintsAssemblyModel.SystemOfConstraintsAssemblyModel attribute) (otaf.SystemOfConstraintsAssemblyModel attribute) accept_test() (otaf.optimization.ModifiedBasinHopping method) AcceptTest (class in otaf.optimization) acquisition_function() (otaf.surrogate.GaussianSurrogateModel method) add_gaussian_noise() (in module otaf.surrogate) add_new_data_points() (otaf.surrogate.BinaryClassificationModel method) add_point() (otaf.optimization.OptimizationStorage method) (otaf.surrogate.GaussianSurrogateModel method) add_surface_points() (otaf.assembly_modeling.AssemblyDataProcessor method) (otaf.assembly_modeling.assemblyDataProcessor.AssemblyDataProcessor method) (otaf.AssemblyDataProcessor method)

ADP (otaf.assembly_modeling.CompatibilityLoopHandling attribute) (otaf.assembly_modeling.compatibilityLoopHandling.CompatibilityLoopHandling attribute) (otaf.CompatibilityLoopHandling attribute) alphabet_generator() (in module otaf.common) angle_between_planes() (in module otaf.geometry) angle_between_vectors() (in module otaf.geometry) apply_checks_to_all() (otaf.optimization.OptimizationStorage method) apply_FO_matrix_expansion_to_matrix_loop_list() (otaf.assembly_modeling.CompatibilityLoopHandling method), [1] (otaf.assembly_modeling.compatibilityLoopHandling.CompatibilityLoopHandling method), [1] (otaf.CompatibilityLoopHandling method), [1] are_normals_aligned_and_facing() (in module otaf.geometry) are_planes_coincident() (in module otaf.geometry) are_planes_facing() (in module otaf.geometry) are_planes_parallel() (in module otaf.geometry) are_planes_perpendicular() (in module otaf.geometry) are_points_on_2d_plane() (in module otaf.geometry) arrange_axes_in_grid() (in module otaf.plotting) arrays_close_enough() (in module otaf.common) AssemblyDataProcessor (class in otaf) (class in otaf.assembly_modeling) (class in otaf.assembly_modeling.assemblyDataProcessor)

B

b (otaf.surrogate.LimitSpaceFocusedLoss attribute) (otaf.surrogate.PositiveLimitSpaceFocusedLoss attribute) bidirectional_string_to_array_conversion() (in module otaf.common) binary_input_array_classification() (otaf.uncertainty.SocAssemblyAnalysisOptimized method)

BinaryClassificationModel (class in otaf.surrogate) bounds (otaf.sampling.LagrangeConstraintSolver attribute) bounds_from_composed_distribution() (in module otaf.optimization) brute_force_probability_of_failure() (otaf.surrogate.DualNetworkPredictor method)

C

c (otaf.surrogate.PositiveLimitSpaceFocusedLoss attribute) calculate_cylinder_surface_frame() (in module otaf.geometry) calculate_nominal_gap_transform() (otaf.assembly_modeling.CompatibilityLoopHandling method), [1] (otaf.assembly_modeling.compatibilityLoopHandling.CompatibilityLoopHandling method), [1] (otaf.CompatibilityLoopHandling method), [1] calculate_sample_in_deviation_domain() (in module otaf.plotting) calculate_scalar_projection_factor() (in module otaf.geometry) Callback (class in otaf.optimization) callback() (otaf.optimization.ModifiedBasinHopping method) centroid() (in module otaf.geometry) check_bounds() (otaf.optimization.OptimizationStorage method) check_constraint_with_tolerance() (in module otaf.optimization) check_constraints() (otaf.optimization.OptimizationStorage method) clear_storage() (otaf.optimization.OptimizationStorage method) closest_point_on_line() (in module otaf.geometry) closest_point_on_plane() (in module otaf.geometry) compare_jacobians() (in module otaf.plotting) compatibility_expressions (otaf.assembly_modeling.CompatibilityLoopHandling attribute) (otaf.assembly_modeling.compatibilityLoopHandling.CompatibilityLoopHandling attribute) (otaf.CompatibilityLoopHandling attribute) compatibility_loops_expanded (otaf.assembly_modeling.AssemblyDataProcessor attribute), [1] (otaf.assembly_modeling.assemblyDataProcessor.AssemblyDataProcessor attribute), [1] (otaf.AssemblyDataProcessor attribute), [1] compatibility_loops_FO_matrices (otaf.assembly_modeling.CompatibilityLoopHandling attribute) (otaf.assembly_modeling.compatibilityLoopHandling.CompatibilityLoopHandling attribute) (otaf.CompatibilityLoopHandling attribute)

compatibility_loops_matrices (otaf.assembly_modeling.CompatibilityLoopHandling attribute) (otaf.assembly_modeling.compatibilityLoopHandling.CompatibilityLoopHandling attribute) (otaf.CompatibilityLoopHandling attribute) CompatibilityLoopHandling (class in otaf) (class in otaf.assembly_modeling) (class in otaf.assembly_modeling.compatibilityLoopHandling) compose_defects_with_lambdas() (in module otaf.sampling) compute_adaptive_failure_probability() (in module otaf.uncertainty) compute_bounding_box() (in module otaf.geometry) compute_failure_probability_basic() (in module otaf.uncertainty) compute_failure_probability_FORM() (in module otaf.uncertainty) compute_failure_probability_NAIS() (in module otaf.uncertainty) compute_failure_probability_SUBSET() (in module otaf.uncertainty) compute_failure_probability_subset_sampling() (in module otaf.uncertainty) compute_first_order_expansion() (otaf.assembly_modeling.FirstOrderMatrixExpansion method) (otaf.assembly_modeling.firstOrderMatrixExpansion.FirstOrderMatrixExpansion method) (otaf.FirstOrderMatrixExpansion method) compute_gap_optimizations_on_sample() (in module otaf.uncertainty) compute_gap_optimizations_on_sample_batch() (in module otaf.uncertainty) compute_gap_optimizations_on_sample_w_steps() (in module otaf.uncertainty) compute_sup_inf_distributions() (in module otaf.distribution) condition_lambda_sample() (in module otaf.sampling) condition_sample_array() (in module otaf.sampling) ConflictingSurfaceDirectionsException create_constraint_checker() (in module otaf.optimization) create_open_cylinder() (in module otaf.plotting) create_surface_from_planar_contour() (in module otaf.plotting)

D

deviation_symbols (otaf.assembly_modeling.SystemOfConstraintsAssemblyModel attribute) (otaf.assembly_modeling.systemOfConstraintsAssemblyModel.SystemOfConstraintsAssemblyModel attribute) (otaf.SystemOfConstraintsAssemblyModel attribute) DeviationMatrix (class in otaf) (class in otaf.assembly_modeling) (class in otaf.assembly_modeling.assemblyModelingBaseObjects)

dim (otaf.sampling.LagrangeConstraintSolver attribute) distance_between_planes() (in module otaf.geometry) do_bounding_boxes_overlap() (in module otaf.geometry) DualNetworkPredictor (class in otaf.surrogate) DuplicatePointError

E

embedOptimizationVariable() (otaf.assembly_modeling.SystemOfConstraintsAssemblyModel method) (otaf.assembly_modeling.systemOfConstraintsAssemblyModel.SystemOfConstraintsAssemblyModel method) (otaf.SystemOfConstraintsAssemblyModel method) euclidean_distance() (in module otaf.geometry) evaluate_binary_classifier() (otaf.uncertainty.SocAssemblyAnalysisOptimized method) evaluate_binary_predictions() (in module otaf.surrogate) evaluate_in_batches() (otaf.surrogate.DualNetworkPredictor method) evaluate_model() (otaf.surrogate.BinaryClassificationModel method)

evaluate_model_non_standard_space() (otaf.surrogate.LPNeuralSurrogateTolereancing method) (otaf.surrogate.NeuralRegressorNetwork method) extract_expressions_with_variables() (in module otaf.common) extract_unique_gap_matrices_from_expanded_loops() (otaf.assembly_modeling.InterfaceLoopHandling method) (otaf.InterfaceLoopHandling method) extractFreeGapAndDeviationVariables() (otaf.assembly_modeling.SystemOfConstraintsAssemblyModel method) (otaf.assembly_modeling.systemOfConstraintsAssemblyModel.SystemOfConstraintsAssemblyModel method) (otaf.SystemOfConstraintsAssemblyModel method)

F

facing_point_dictionary (otaf.assembly_modeling.InterfaceLoopHandling property) (otaf.InterfaceLoopHandling property) filter_gap_matrices() (otaf.assembly_modeling.InterfaceLoopHandling method) (otaf.InterfaceLoopHandling method) filter_points() (otaf.optimization.OptimizationStorage method) find_best_worst_quantile() (in module otaf.sampling) find_global_minima() (otaf.surrogate.GaussianSurrogateModel method) FirstOrderMatrixExpansion (class in otaf) (class in otaf.assembly_modeling) (class in otaf.assembly_modeling.firstOrderMatrixExpansion)

fit_model() (otaf.surrogate.GaussianSurrogateModel method) forward() (otaf.surrogate.BinaryClassificationModel method) (otaf.surrogate.DualNetworkPredictor method) (otaf.surrogate.LimitSpaceFocusedLoss method) (otaf.surrogate.LPNeuralSurrogateTolereancing method) (otaf.surrogate.NeuralRegressorNetwork method) (otaf.surrogate.PositiveLimitSpaceFocusedLoss method)

G

g (otaf.sampling.LagrangeConstraintSolver attribute) gap_symbols (otaf.assembly_modeling.SystemOfConstraintsAssemblyModel attribute) (otaf.assembly_modeling.systemOfConstraintsAssemblyModel.SystemOfConstraintsAssemblyModel attribute) (otaf.SystemOfConstraintsAssemblyModel attribute) GapMatrix (class in otaf) (class in otaf.assembly_modeling) (class in otaf.assembly_modeling.assemblyModelingBaseObjects) GaussianSurrogateModel (class in otaf.surrogate) generate() (otaf.sensitivity.SobolIndicesExperimentWithComposedDistribution method) generate_all_gap_matrix_names() (otaf.assembly_modeling.InterfaceLoopHandling method) (otaf.InterfaceLoopHandling method) generate_and_transform_sequence() (in module otaf.sampling) generate_circle_points() (in module otaf.geometry) generate_circle_points_3d() (in module otaf.geometry) generate_corrected_binary_predictions() (in module otaf.surrogate) generate_correlated_samples() (in module otaf.distribution) generate_deviation_matrix() (otaf.assembly_modeling.CompatibilityLoopHandling method), [1] (otaf.assembly_modeling.compatibilityLoopHandling.CompatibilityLoopHandling method), [1] (otaf.CompatibilityLoopHandling method), [1] generate_expanded_loops() (otaf.assembly_modeling.AssemblyDataProcessor method) (otaf.assembly_modeling.assemblyDataProcessor.AssemblyDataProcessor method) (otaf.AssemblyDataProcessor method) generate_FO_loop_matrices() (otaf.assembly_modeling.CompatibilityLoopHandling method), [1] (otaf.assembly_modeling.compatibilityLoopHandling.CompatibilityLoopHandling method), [1] (otaf.CompatibilityLoopHandling method), [1] generate_functional_planes() (otaf.assembly_modeling.AssemblyDataProcessor method) (otaf.assembly_modeling.assemblyDataProcessor.AssemblyDataProcessor method) (otaf.AssemblyDataProcessor method) generate_gap_matrix() (otaf.assembly_modeling.CompatibilityLoopHandling method), [1] (otaf.assembly_modeling.compatibilityLoopHandling.CompatibilityLoopHandling method), [1] (otaf.CompatibilityLoopHandling method), [1] generate_imprecise_probabilistic_samples() (in module otaf.sampling) generate_loop_id_to_matrix_list_dict() (otaf.assembly_modeling.CompatibilityLoopHandling method), [1] (otaf.assembly_modeling.compatibilityLoopHandling.CompatibilityLoopHandling method), [1] (otaf.CompatibilityLoopHandling method), [1] generate_matrices_from_expanded_loop() (otaf.assembly_modeling.CompatibilityLoopHandling method), [1] (otaf.assembly_modeling.compatibilityLoopHandling.CompatibilityLoopHandling method), [1] (otaf.CompatibilityLoopHandling method), [1] generate_points_for_surface() (otaf.assembly_modeling.AssemblyDataProcessor method) (otaf.assembly_modeling.assemblyDataProcessor.AssemblyDataProcessor method) (otaf.AssemblyDataProcessor method) generate_random_permutations_with_sampling() (in module otaf.sampling) generate_scaled_permutations() (in module otaf.sampling) generate_sphere_clouds() (otaf.assembly_modeling.AssemblyDataProcessor method) (otaf.assembly_modeling.assemblyDataProcessor.AssemblyDataProcessor method) (otaf.AssemblyDataProcessor method) generate_transformation_matrix() (otaf.assembly_modeling.CompatibilityLoopHandling method), [1] (otaf.assembly_modeling.compatibilityLoopHandling.CompatibilityLoopHandling method), [1] (otaf.CompatibilityLoopHandling method), [1] generateConstraintMatrices() (otaf.assembly_modeling.SystemOfConstraintsAssemblyModel method) (otaf.assembly_modeling.systemOfConstraintsAssemblyModel.SystemOfConstraintsAssemblyModel method) (otaf.SystemOfConstraintsAssemblyModel method) generateLHSExperiment() (in module otaf.sampling) generateWithWeights() (otaf.sensitivity.SobolIndicesExperimentWithComposedDistribution method) GeometricConditionError get_all_data() (otaf.optimization.OptimizationStorage method) get_base_relu_mlp_model() (in module otaf.surrogate) get_base_tanh_mlp_model() (in module otaf.surrogate) get_change_of_basis_matrix() (otaf.assembly_modeling.assemblyModelingBaseObjects.TransformationMatrix method) (otaf.assembly_modeling.TransformationMatrix method) (otaf.TransformationMatrix method) get_compatibility_expression_from_FO_matrices() (otaf.assembly_modeling.CompatibilityLoopHandling method), [1] (otaf.assembly_modeling.compatibilityLoopHandling.CompatibilityLoopHandling method), [1] (otaf.CompatibilityLoopHandling method), [1] get_composed_normal_defect_distribution() (in module otaf.distribution) get_custom_mlp_layers() (in module otaf.surrogate) get_data() (otaf.optimization.Callback method) get_deviation_matrix_by_id() (otaf.assembly_modeling.CompatibilityLoopHandling method), [1] (otaf.assembly_modeling.compatibilityLoopHandling.CompatibilityLoopHandling method), [1] (otaf.CompatibilityLoopHandling method), [1] get_feature_indices_and_dimensions() (otaf.assembly_modeling.SystemOfConstraintsAssemblyModel method) (otaf.assembly_modeling.systemOfConstraintsAssemblyModel.SystemOfConstraintsAssemblyModel method) (otaf.SystemOfConstraintsAssemblyModel method)

get_gap_matrix_by_id() (otaf.assembly_modeling.CompatibilityLoopHandling method), [1] (otaf.assembly_modeling.compatibilityLoopHandling.CompatibilityLoopHandling method), [1] (otaf.CompatibilityLoopHandling method), [1] get_interface_loop_expressions() (otaf.assembly_modeling.InterfaceLoopHandling method) (otaf.InterfaceLoopHandling method) get_inverse() (otaf.assembly_modeling.assemblyModelingBaseObjects.DeviationMatrix method) (otaf.assembly_modeling.assemblyModelingBaseObjects.GapMatrix method) (otaf.assembly_modeling.assemblyModelingBaseObjects.TransformationMatrix method) (otaf.assembly_modeling.DeviationMatrix method) (otaf.assembly_modeling.GapMatrix method) (otaf.assembly_modeling.TransformationMatrix method) (otaf.DeviationMatrix method) (otaf.GapMatrix method) (otaf.TransformationMatrix method) get_matrix() (otaf.assembly_modeling.assemblyModelingBaseObjects.DeviationMatrix method) (otaf.assembly_modeling.assemblyModelingBaseObjects.GapMatrix method) (otaf.assembly_modeling.assemblyModelingBaseObjects.I4 method) (otaf.assembly_modeling.assemblyModelingBaseObjects.J4 method) (otaf.assembly_modeling.assemblyModelingBaseObjects.TransformationMatrix method) (otaf.assembly_modeling.DeviationMatrix method) (otaf.assembly_modeling.GapMatrix method) (otaf.assembly_modeling.I4 method) (otaf.assembly_modeling.J4 method) (otaf.assembly_modeling.TransformationMatrix method) (otaf.DeviationMatrix method) (otaf.GapMatrix method) (otaf.TransformationMatrix method) get_matrix_inverse() (otaf.assembly_modeling.assemblyModelingBaseObjects.DeviationMatrix method) (otaf.assembly_modeling.assemblyModelingBaseObjects.GapMatrix method) (otaf.assembly_modeling.assemblyModelingBaseObjects.I4 method) (otaf.assembly_modeling.assemblyModelingBaseObjects.J4 method) (otaf.assembly_modeling.assemblyModelingBaseObjects.TransformationMatrix method) (otaf.assembly_modeling.DeviationMatrix method) (otaf.assembly_modeling.GapMatrix method) (otaf.assembly_modeling.I4 method) (otaf.assembly_modeling.J4 method) (otaf.assembly_modeling.TransformationMatrix method) (otaf.DeviationMatrix method) (otaf.GapMatrix method) (otaf.TransformationMatrix method) get_means_standards_composed_distribution() (in module otaf.distribution) get_model_as_openturns_function() (otaf.surrogate.NeuralRegressorNetwork method) get_notebook_scene_sphere_clouds() (otaf.assembly_modeling.AssemblyDataProcessor method) (otaf.assembly_modeling.assemblyDataProcessor.AssemblyDataProcessor method) (otaf.AssemblyDataProcessor method) get_points_by_source() (otaf.optimization.OptimizationStorage method) get_prob_below_threshold() (in module otaf.distribution) get_SE3_base() (in module otaf.common) get_SE3_matrices_from_indices() (in module otaf.common) get_surface_points() (otaf.assembly_modeling.AssemblyDataProcessor method) (otaf.assembly_modeling.assemblyDataProcessor.AssemblyDataProcessor method) (otaf.AssemblyDataProcessor method) get_symbol_coef_map() (in module otaf.common) get_symbols_in_expressions() (in module otaf.common) get_tqdm_range() (in module otaf.common) get_train_test_data() (otaf.surrogate.BinaryClassificationModel method) (otaf.surrogate.DualNetworkPredictor method) (otaf.surrogate.LPNeuralSurrogateTolereancing method) (otaf.surrogate.NeuralRegressorNetwork method) get_variable_size_sequential_linear_model() (in module otaf.surrogate) get_variables() (otaf.assembly_modeling.assemblyModelingBaseObjects.DeviationMatrix method) (otaf.assembly_modeling.assemblyModelingBaseObjects.GapMatrix method) (otaf.assembly_modeling.DeviationMatrix method) (otaf.assembly_modeling.GapMatrix method) (otaf.DeviationMatrix method) (otaf.GapMatrix method) getClassName() (otaf.sensitivity.SobolIndicesExperimentWithComposedDistribution method) getId() (otaf.sensitivity.SobolIndicesExperimentWithComposedDistribution method) getName() (otaf.sensitivity.SobolIndicesExperimentWithComposedDistribution method) getShadowedId() (otaf.sensitivity.SobolIndicesExperimentWithComposedDistribution method) getSize() (otaf.sensitivity.SobolIndicesExperimentWithComposedDistribution method) getVisibility() (otaf.sensitivity.SobolIndicesExperimentWithComposedDistribution method) gradient() (otaf.surrogate.NeuralRegressorNetwork method)

H

hasName() (otaf.sensitivity.SobolIndicesExperimentWithComposedDistribution method) hasUniformWeights() (otaf.sensitivity.SobolIndicesExperimentWithComposedDistribution method)

hasVisibleName() (otaf.sensitivity.SobolIndicesExperimentWithComposedDistribution method) hessian() (otaf.surrogate.NeuralRegressorNetwork method) hex_to_rgba() (in module otaf.plotting)

I

I4 (class in otaf.assembly_modeling) (class in otaf.assembly_modeling.assemblyModelingBaseObjects) initialize_model_weights() (in module otaf.surrogate) InterfaceLoopHandling (class in otaf) (class in otaf.assembly_modeling) intermediate_lambda_function() (in module otaf.uncertainty) intermediate_lambda_function_derivative() (in module otaf.uncertainty) InvalidAffineTransformException InvalidGlobalConstraintError

InvalidInteractionFormatError InvalidPartLabelError InvalidSurfaceDirectionError InvalidSurfaceLabelError inverse_mstring() (in module otaf.common) is_affine_transformation_matrix() (in module otaf.geometry) is_bounding_box_within() (in module otaf.geometry) is_running_in_notebook() (in module otaf.common) iter_points() (otaf.optimization.OptimizationStorage method)

J

J4 (class in otaf.assembly_modeling) (class in otaf.assembly_modeling.assemblyModelingBaseObjects)

K

K_eq (otaf.assembly_modeling.SystemOfConstraintsAssemblyModel attribute) (otaf.assembly_modeling.systemOfConstraintsAssemblyModel.SystemOfConstraintsAssemblyModel attribute) (otaf.SystemOfConstraintsAssemblyModel attribute)

K_ub (otaf.assembly_modeling.SystemOfConstraintsAssemblyModel attribute) (otaf.assembly_modeling.systemOfConstraintsAssemblyModel.SystemOfConstraintsAssemblyModel attribute) (otaf.SystemOfConstraintsAssemblyModel attribute)

L

LabelPatternError LabelPrefixError LagrangeConstraintSolver (class in otaf.sampling) lambda_constraint_dict_from_composed_distribution() (in module otaf.optimization) lambda_sample_composition() (in module otaf.uncertainty) LimitSpaceFocusedLoss (class in otaf.surrogate)

line_plane_intersection() (in module otaf.geometry) load_best_weights() (otaf.surrogate.DualNetworkPredictor method) load_model() (otaf.surrogate.BinaryClassificationModel method) (otaf.surrogate.LPNeuralSurrogateTolereancing method) (otaf.surrogate.NeuralRegressorNetwork method) LPNeuralSurrogateTolereancing (class in otaf.surrogate)

M

matrix (otaf.exceptions.InvalidAffineTransformException attribute) merge_with_checks() (in module otaf.common) message (otaf.exceptions.InvalidAffineTransformException attribute) milp_batch_sequential() (in module otaf.uncertainty) MissingKeyError MissingOriginPointError MissingSurfaceTypeKeyError model_defects_to_gaps (otaf.surrogate.DualNetworkPredictor attribute) model_gap_def_to_slack (otaf.surrogate.DualNetworkPredictor attribute) ModifiedBasinHopping (class in otaf.optimization) module otaf otaf.assembly_modeling otaf.assembly_modeling.assemblyDataProcessor otaf.assembly_modeling.assemblyModelingBaseObjects otaf.assembly_modeling.compatibilityLoopHandling otaf.assembly_modeling.firstOrderMatrixExpansion otaf.assembly_modeling.systemOfConstraintsAssemblyModel otaf.capabilities otaf.common otaf.distribution otaf.example_models otaf.exceptions otaf.geometry otaf.optimization otaf.plotting otaf.sampling otaf.sensitivity otaf.surrogate otaf.uncertainty

monte_carlo_non_compliancy_rate_at_threshold_w_gradient() (in module otaf.uncertainty) monte_carlo_non_compliancy_rate_gradient() (in module otaf.uncertainty) monte_carlo_non_compliancy_rate_gradient_start_space() (in module otaf.uncertainty) monte_carlo_non_compliancy_rate_w_gradient() (in module otaf.uncertainty) multiply_composed_distribution_standard_with_constants() (in module otaf.distribution) multiply_composed_distribution_with_constant() (in module otaf.distribution)

N

nC (otaf.assembly_modeling.SystemOfConstraintsAssemblyModel attribute) (otaf.assembly_modeling.systemOfConstraintsAssemblyModel.SystemOfConstraintsAssemblyModel attribute) (otaf.SystemOfConstraintsAssemblyModel attribute) nD (otaf.assembly_modeling.SystemOfConstraintsAssemblyModel attribute) (otaf.assembly_modeling.systemOfConstraintsAssemblyModel.SystemOfConstraintsAssemblyModel attribute) (otaf.SystemOfConstraintsAssemblyModel attribute) NeuralRegressorNetwork (class in otaf.surrogate) nG (otaf.assembly_modeling.SystemOfConstraintsAssemblyModel attribute) (otaf.assembly_modeling.systemOfConstraintsAssemblyModel.SystemOfConstraintsAssemblyModel attribute) (otaf.SystemOfConstraintsAssemblyModel attribute)

nI (otaf.assembly_modeling.SystemOfConstraintsAssemblyModel attribute) (otaf.assembly_modeling.systemOfConstraintsAssemblyModel.SystemOfConstraintsAssemblyModel attribute) (otaf.SystemOfConstraintsAssemblyModel attribute) NonConcentricCylindersException NonUniqueCoordinatesError NonUniqueLabelError normal_score_mu() (in module otaf.uncertainty) normal_score_sigma() (in module otaf.uncertainty)

O

objective_function() (otaf.sampling.LagrangeConstraintSolver method) (otaf.sampling.UniformSurfaceSampler method) OptimizationStorage (class in otaf.optimization) optimize_acquisition() (otaf.surrogate.GaussianSurrogateModel method) optimize_thresholds() (otaf.uncertainty.SocAssemblyAnalysisOptimized method) optimize_thresholds_with_alpha() (in module otaf.surrogate) otaf module otaf.assembly_modeling module otaf.assembly_modeling.assemblyDataProcessor module otaf.assembly_modeling.assemblyModelingBaseObjects module otaf.assembly_modeling.compatibilityLoopHandling module otaf.assembly_modeling.firstOrderMatrixExpansion module otaf.assembly_modeling.systemOfConstraintsAssemblyModel module otaf.capabilities module

otaf.common module otaf.distribution module otaf.example_models module otaf.exceptions module otaf.geometry module otaf.optimization module otaf.plotting module otaf.sampling module otaf.sensitivity module otaf.surrogate module otaf.uncertainty module

P

pair_plot() (in module otaf.plotting) parse_matrix_string() (in module otaf.common) PartNotFoundError pf_monte_carlo_bruteforce() (otaf.surrogate.LPNeuralSurrogateTolereancing method) (otaf.surrogate.NeuralRegressorNetwork method) plane_parameters() (in module otaf.geometry) plot_best_worst_input_data() (in module otaf.plotting) plot_best_worst_results() (in module otaf.plotting) plot_combined_CDF() (in module otaf.plotting) plot_confusion_matrix() (in module otaf.surrogate) plot_deviated_surfs() (in module otaf.plotting) plot_deviation_domain() (in module otaf.plotting) plot_gld_pbox_cdf() (in module otaf.plotting) plot_gld_pbox_cdf2() (in module otaf.plotting) plot_points_3D() (in module otaf.plotting) plot_rect_part() (in module otaf.plotting) plot_results() (otaf.surrogate.BinaryClassificationModel method) (otaf.surrogate.DualNetworkPredictor method) (otaf.surrogate.LPNeuralSurrogateTolereancing method) (otaf.surrogate.NeuralRegressorNetwork method)

plot_single_transform() (in module otaf.plotting) plot_transform_sequence() (in module otaf.plotting) plotSobolIndicesWithErr() (in module otaf.sensitivity) point_dict_to_arrays() (in module otaf.geometry) point_in_hull() (in module otaf.geometry) point_plane_distance() (in module otaf.geometry) point_to_segment_distance() (in module otaf.geometry) PointDictionaryError points_in_cylinder() (in module otaf.geometry) points_in_cylinder_vect() (in module otaf.geometry) PointsNotOnPlaneError PositiveLimitSpaceFocusedLoss (class in otaf.surrogate) predict() (otaf.surrogate.GaussianSurrogateModel method) print_sample_in_deviation_domain() (in module otaf.plotting) process_capability() (in module otaf.capabilities) project_samples_to_hyperplane() (in module otaf.sampling) project_vector_onto_plane() (in module otaf.geometry)

R

restore_start_weights() (otaf.surrogate.DualNetworkPredictor method) rotation_matrix_from_vectors() (in module otaf.geometry)

round_floats_in_expression() (in module otaf.common) run() (otaf.optimization.ModifiedBasinHopping method)

S

sample_non_compliancy_at_threshold() (in module otaf.uncertainty) sample_non_compliancy_rate() (in module otaf.uncertainty) sample_surface() (otaf.sampling.UniformSurfaceSampler method) save_model() (otaf.surrogate.BinaryClassificationModel method) (otaf.surrogate.LPNeuralSurrogateTolereancing method) (otaf.surrogate.NeuralRegressorNetwork method) save_plot() (in module otaf.plotting) scale_sample_with_params() (in module otaf.sampling) scaling() (in module otaf.optimization) set_graph_legends() (in module otaf.plotting) setComposedDistribution() (otaf.sensitivity.SobolIndicesExperimentWithComposedDistribution method) setName() (otaf.sensitivity.SobolIndicesExperimentWithComposedDistribution method) setShadowedId() (otaf.sensitivity.SobolIndicesExperimentWithComposedDistribution method) setSize() (otaf.sensitivity.SobolIndicesExperimentWithComposedDistribution method) SobolIndicesExperimentWithComposedDistribution (class in otaf.sensitivity)

soc_optimization_sample() (otaf.uncertainty.SocAssemblyAnalysisOptimized method) SocAssemblyAnalysisOptimized (class in otaf.uncertainty) solve() (otaf.sampling.LagrangeConstraintSolver method) (otaf.sampling.UniformSurfaceSampler method) spheres_from_point_cloud() (in module otaf.plotting) square (otaf.surrogate.LimitSpaceFocusedLoss attribute) (otaf.surrogate.PositiveLimitSpaceFocusedLoss attribute) starting_points (otaf.sampling.LagrangeConstraintSolver attribute) StepTaking (class in otaf.optimization) SurfaceNotFoundError system_data (otaf.assembly_modeling.AssemblyDataProcessor attribute) (otaf.assembly_modeling.assemblyDataProcessor.AssemblyDataProcessor attribute) (otaf.AssemblyDataProcessor attribute) SystemOfConstraintsAssemblyModel (class in otaf) (class in otaf.assembly_modeling) (class in otaf.assembly_modeling.systemOfConstraintsAssemblyModel)

T

take_step() (otaf.optimization.ModifiedBasinHopping method) tfrt() (in module otaf.geometry) threshold_for_percentile_positive_values_below() (in module otaf.common) timeout() (in module otaf.exceptions) TimeoutError train_model() (otaf.surrogate.BinaryClassificationModel method) (otaf.surrogate.DualNetworkPredictor method) (otaf.surrogate.LPNeuralSurrogateTolereancing method) (otaf.surrogate.NeuralRegressorNetwork method)

training_stopping_criterion() (otaf.surrogate.BinaryClassificationModel method) (otaf.surrogate.LPNeuralSurrogateTolereancing method) (otaf.surrogate.NeuralRegressorNetwork method) transform_point() (in module otaf.geometry) TransformationMatrix (class in otaf) (class in otaf.assembly_modeling) (class in otaf.assembly_modeling.assemblyModelingBaseObjects) trimesh_scene_as_notebook_scene() (in module otaf.plotting)

U

UniformSurfaceSampler (class in otaf.sampling)

UniqueLabelSuffixError UnsupportedSurfaceTypeError

V

validate_and_extract_indices() (in module otaf.sampling) validate_dict_keys() (in module otaf.common) validate_point_dict() (otaf.assembly_modeling.AssemblyDataProcessor method) (otaf.assembly_modeling.assemblyDataProcessor.AssemblyDataProcessor method) (otaf.AssemblyDataProcessor method)

validate_system_data_structure() (otaf.assembly_modeling.AssemblyDataProcessor method) (otaf.assembly_modeling.assemblyDataProcessor.AssemblyDataProcessor method) (otaf.AssemblyDataProcessor method) validateOptimizationResults() (otaf.assembly_modeling.SystemOfConstraintsAssemblyModel method) (otaf.assembly_modeling.systemOfConstraintsAssemblyModel.SystemOfConstraintsAssemblyModel method) (otaf.SystemOfConstraintsAssemblyModel method)