Index

A

add_input() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method)

add_output() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method)

B

box_norm_diagonal() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) box_norm_edge_sum() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method)

box_norm_volume() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) box_norm_weighted_edge_sum() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method)

C

check() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) (cvds.Structures.CvaRestriction method) (cvds.Structures.CvssInputVariable method) (cvds.Structures.CvssOutputVariable method) check_input() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) check_ouput() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) check_path (cvds.Structures.CvaParallelTask attribute) check_type (cvds.Structures.CvaParallelTask attribute) class_names (cvds.Structures.CvaVariable property) comparator (cvds.Structures.CvaRestriction property) connect() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) create_default_doe_parameter() (in module cvds.Structures) create_default_optimization_parameter() (in module cvds.Structures) create_default_solution_space_optimization_parameter() (in module cvds.Structures) create_default_task_parameters() (in module cvds.Structures) create_solution_space_optimizer() (cvds.CvdsBase.Manager method) create_task() (in module cvds.Structures) CvaDesignOfExperimentsInfo (class in cvds.Structures) CvaFitTask (class in cvds.Structures) CvaFunction (class in cvds.Structures)

CvaModelCompare (class in cvds.Structures) CvaModelInfo (class in cvds.Structures) CvaModelParameter (class in cvds.Structures) CvaObjective (class in cvds.Structures) CvaOptimizationInfo (class in cvds.Structures) CvaParallelTask (class in cvds.Structures) CvaParameter (class in cvds.Structures) CvaRestriction (class in cvds.Structures) CvaSolutionSpaceOptimizationInfo (class in cvds.Structures) CvaTaskParameter (class in cvds.Structures) CvaVariable (class in cvds.Structures) cvds.CvdsBase module cvds.Examples module cvds.SolutionSpaceOptimizations module cvds.Structures module CvssInputVariable (class in cvds.Structures) CvssOutputVariable (class in cvds.Structures)

D

data_artificial() (in module cvds.Examples) data_rosenbrock() (in module cvds.Examples)

description (cvds.Structures.CvaParameter property) df (cvds.Structures.CvaParallelTask attribute) distance() (cvds.Structures.CvaRestriction method)

E

enums (cvds.Structures.CvaParameter property) estimate_output_ranges() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method)

evaluate_sample() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) exit() (cvds.CvdsBase.Manager method)

F

function_restriction() (in module cvds.Examples)

function_rosenbrock() (in module cvds.Examples) function_sphere() (in module cvds.Examples)

G

get_bad_labels() (cvds.Structures.CvssOutputVariable method) get_class_names() (cvds.Structures.CvaVariable method) (cvds.Structures.CvssInputVariable method) get_comparator() (cvds.Structures.CvaRestriction method) get_confusion_matrix() (cvds.Structures.CvaModelInfo method) get_crit_low() (cvds.Structures.CvssOutputVariable method) get_crit_up() (cvds.Structures.CvssOutputVariable method) get_description() (cvds.Structures.CvaParameter method) get_doe() (cvds.Structures.CvaDesignOfExperimentsInfo method) get_enums() (cvds.Structures.CvaParameter method) get_existing_samples() (cvds.Structures.CvaDesignOfExperimentsInfo method) get_fit_task() (cvds.Structures.CvaModelInfo method) get_generations() (cvds.Structures.CvaOptimizationInfo method) get_history() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_initial_boxes() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_initial_qualities() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_input() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_input_class_names() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_input_is_class_names_fixed() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_input_is_interval() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_input_is_lower_fixed() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_input_is_upper_fixed() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_input_is_value_fixed() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_input_is_width_fixed() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_input_lower_bound() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_input_lower_upper_bound() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_input_upper_bound() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_input_upper_lower_bound() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_input_value() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_input_width() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_inputs() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_invalid_reason() (cvds.Structures.CvaModelInfo method) get_is_class_names_fixed() (cvds.Structures.CvssInputVariable method) get_is_interval() (cvds.Structures.CvssInputVariable method) get_is_lower_fixed() (cvds.Structures.CvssInputVariable method) get_is_optimizable() (cvds.Structures.CvaModelParameter method) get_is_upper_fixed() (cvds.Structures.CvssInputVariable method) get_is_valid() (cvds.Structures.CvaModelInfo method) get_is_value_fixed() (cvds.Structures.CvssInputVariable method) get_is_width_fixed() (cvds.Structures.CvssInputVariable method) get_low_crit_norm() (cvds.Structures.CvssOutputVariable method) get_lower_bound() (cvds.Structures.CvaVariable method) (cvds.Structures.CvssInputVariable method) get_lower_upper_bound() (cvds.Structures.CvssInputVariable method) get_matrix() (cvds.Structures.CvaModelCompare method) get_metric_values() (cvds.Structures.CvaVariable method) get_model() (cvds.Structures.CvaDesignOfExperimentsInfo method) get_model_parameter_value() (cvds.Structures.CvaFitTask method) get_model_parameters() (cvds.Structures.CvaFitTask method) get_model_type() (cvds.Structures.CvaFitTask method) (cvds.Structures.CvaModelInfo method)

get_models() (cvds.Structures.CvaDesignOfExperimentsInfo method) get_morris() (cvds.Structures.CvaModelInfo method) get_name() (cvds.Structures.CvaFunction method) (cvds.Structures.CvaParameter method) (cvds.Structures.CvaVariable method) (cvds.Structures.CvssInputVariable method) (cvds.Structures.CvssOutputVariable method) get_objectives() (cvds.Structures.CvaOptimizationInfo method) get_opt_max() (cvds.Structures.CvaModelParameter method) get_opt_min() (cvds.Structures.CvaModelParameter method) get_output() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_output_bad_labels() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_output_crit_low() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_output_crit_up() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_output_low_crit_norm() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_output_up_crit_norm() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_outputs() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_parameter() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_parameter_value() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_parameters() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) (cvds.Structures.CvaDesignOfExperimentsInfo method) (cvds.Structures.CvaOptimizationInfo method) (cvds.Structures.CvaSolutionSpaceOptimizationInfo method) get_qualities() (cvds.Structures.CvaModelInfo method) get_restrictions() (cvds.Structures.CvaDesignOfExperimentsInfo method) (cvds.Structures.CvaOptimizationInfo method) get_result() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) get_task_parameter_value() (cvds.Structures.CvaFitTask method) get_task_parameters() (cvds.Structures.CvaFitTask method) get_type() (cvds.Structures.CvaObjective method) (cvds.Structures.CvaVariable method) (cvds.Structures.CvssInputVariable method) (cvds.Structures.CvssOutputVariable method) get_up_crit_norm() (cvds.Structures.CvssOutputVariable method) get_upper_bound() (cvds.Structures.CvaVariable method) (cvds.Structures.CvssInputVariable method) get_upper_lower_bound() (cvds.Structures.CvssInputVariable method) get_validation_data_frame() (cvds.Structures.CvaModelInfo method) get_value() (cvds.Structures.CvaObjective method) (cvds.Structures.CvaParameter method) (cvds.Structures.CvaRestriction method) (cvds.Structures.CvssInputVariable method) get_value_type() (cvds.Structures.CvaParameter method) get_variable_importance() (cvds.Structures.CvaModelInfo method) get_variable_sensitivity() (cvds.Structures.CvaModelInfo method) get_variables() (cvds.Structures.CvaDesignOfExperimentsInfo method) (cvds.Structures.CvaOptimizationInfo method) get_width() (cvds.Structures.CvssInputVariable method) get_winner() (cvds.Structures.CvaModelCompare method) get_wins() (cvds.Structures.CvaModelCompare method)

H

html_help() (in module cvds.CvdsBase)

I

init() (cvds.CvdsBase.Manager method) init_from() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) (cvds.Structures.CvaDesignOfExperimentsInfo method) (cvds.Structures.CvaModelParameter method) (cvds.Structures.CvaObjective method) (cvds.Structures.CvaOptimizationInfo method) (cvds.Structures.CvaParameter method) (cvds.Structures.CvaRestriction method) (cvds.Structures.CvaSolutionSpaceOptimizationInfo method) (cvds.Structures.CvaTaskParameter method) (cvds.Structures.CvaVariable method) (cvds.Structures.CvssInputVariable method) (cvds.Structures.CvssOutputVariable method)

initial_boxes (cvds.Structures.CvaSolutionSpaceOptimizationInfo attribute) initial_qualities (cvds.Structures.CvaSolutionSpaceOptimizationInfo attribute) input_variable_names (cvds.Structures.CvaParallelTask attribute) input_variables (cvds.Structures.CvaSolutionSpaceOptimizationInfo attribute) is_core_parameter() (cvds.Structures.CvaParameter method)

L

load_solution_space_optimizer() (cvds.CvdsBase.Manager method)

lower_bound (cvds.Structures.CvaVariable property)

M

Manager (class in cvds.CvdsBase) metric_values (cvds.Structures.CvaVariable property) model (cvds.Structures.CvaParallelTask attribute) model_type (cvds.Structures.CvaFitTask property)

module cvds.CvdsBase cvds.Examples cvds.SolutionSpaceOptimizations cvds.Structures

N

name (cvds.Structures.CvaFunction property) (cvds.Structures.CvaParameter property) (cvds.Structures.CvaVariable property) (cvds.Structures.CvssInputVariable property) (cvds.Structures.CvssOutputVariable property)

O

opt_max (cvds.Structures.CvaModelParameter property) opt_min (cvds.Structures.CvaModelParameter property) optimization_multi_objective_evaluation() (in module cvds.Examples)

optimization_single_objective_evaluation() (in module cvds.Examples) optimize() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) output_variable_name (cvds.Structures.CvaParallelTask attribute) output_variables (cvds.Structures.CvaSolutionSpaceOptimizationInfo attribute)

P

parameters (cvds.Structures.CvaSolutionSpaceOptimizationInfo attribute)

position() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method)

R

remove_input() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method)

remove_output() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method)

S

sample() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) set_bad_labels() (cvds.Structures.CvssOutputVariable method) set_box_evaluation_function() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) set_class_names() (cvds.Structures.CvssInputVariable method) set_crit_low() (cvds.Structures.CvssOutputVariable method) set_crit_up() (cvds.Structures.CvssOutputVariable method) set_doe() (cvds.Structures.CvaDesignOfExperimentsInfo method) set_evaluation_function() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) set_existing_samples() (cvds.Structures.CvaDesignOfExperimentsInfo method) set_generations() (cvds.Structures.CvaOptimizationInfo method) set_initial_boxes() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) set_input_class_names() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) set_input_is_class_names_fixed() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) set_input_is_interval() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) set_input_is_lower_fixed() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) set_input_is_upper_fixed() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) set_input_is_value_fixed() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) set_input_is_width_fixed() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) set_input_lower_bound() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) set_input_lower_upper_bound() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) set_input_upper_bound() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) set_input_upper_lower_bound() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) set_input_value() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) set_input_width() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) set_is_class_names_fixed() (cvds.Structures.CvssInputVariable method) set_is_interval() (cvds.Structures.CvssInputVariable method) set_is_lower_fixed() (cvds.Structures.CvssInputVariable method) set_is_upper_fixed() (cvds.Structures.CvssInputVariable method)

set_is_value_fixed() (cvds.Structures.CvssInputVariable method) set_is_width_fixed() (cvds.Structures.CvssInputVariable method) set_low_crit_norm() (cvds.Structures.CvssOutputVariable method) set_lower_bound() (cvds.Structures.CvssInputVariable method) set_lower_upper_bound() (cvds.Structures.CvssInputVariable method) set_model() (cvds.Structures.CvaDesignOfExperimentsInfo method) set_model_parameter_value() (cvds.Structures.CvaFitTask method) set_model_parameters() (cvds.Structures.CvaFitTask method) set_models() (cvds.Structures.CvaDesignOfExperimentsInfo method) set_output_bad_labels() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) set_output_crit_low() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) set_output_crit_up() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) set_output_low_crit_norm() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) set_output_ranges() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) set_output_up_crit_norm() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) set_parameter() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) set_parameters() (cvds.Structures.CvaOptimizationInfo method) set_properties() (cvds.Structures.CvaVariable method) (cvds.Structures.CvssInputVariable method) (cvds.Structures.CvssOutputVariable method) set_task_parameter_value() (cvds.Structures.CvaFitTask method) set_task_parameters() (cvds.Structures.CvaFitTask method) set_up_crit_norm() (cvds.Structures.CvssOutputVariable method) set_upper_bound() (cvds.Structures.CvssInputVariable method) set_upper_lower_bound() (cvds.Structures.CvssInputVariable method) set_value() (cvds.Structures.CvaParameter method) (cvds.Structures.CvssInputVariable method) set_width() (cvds.Structures.CvssInputVariable method) SolutionSpaceOptimization (class in cvds.SolutionSpaceOptimizations)

T

test_sample() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method) to_dict() (cvds.Structures.CvaModelParameter method) to_string() (cvds.Structures.CvaParameter method)

type (cvds.Structures.CvaObjective property) (cvds.Structures.CvaVariable property) (cvds.Structures.CvssInputVariable property) (cvds.Structures.CvssOutputVariable property)

U

upper_bound (cvds.Structures.CvaVariable property)

V

value (cvds.Structures.CvaObjective property) (cvds.Structures.CvaParameter property) (cvds.Structures.CvaRestriction property)

value_type (cvds.Structures.CvaParameter property) variable_norm_width() (cvds.SolutionSpaceOptimizations.SolutionSpaceOptimization method)