Index

A

add_input() (cva.Optimizations.SolutionSpaceOptimization method) add_objective() (cva.Optimizations.Optimization method) add_output() (cva.Optimizations.SolutionSpaceOptimization method) add_restriction() (cva.DOE.DesignOfExperiments method) (cva.Optimizations.Optimization method)

add_variable() (cva.DOE.DesignOfExperiments method) (cva.Optimizations.Optimization method) available_model_types() (cva.Base.Manager method)

B

box_norm_diagonal() (cva.Optimizations.SolutionSpaceOptimization method) box_norm_edge_sum() (cva.Optimizations.SolutionSpaceOptimization method)

box_norm_volume() (cva.Optimizations.SolutionSpaceOptimization method) box_norm_weighted_edge_sum() (cva.Optimizations.SolutionSpaceOptimization method)

C

check() (cva.Optimizations.SolutionSpaceOptimization method) (cva.Structures.CvaRestriction method) (cva.Structures.CvssInputVariable method) (cva.Structures.CvssOutputVariable method) check_input() (cva.Optimizations.SolutionSpaceOptimization method) check_output() (cva.Optimizations.SolutionSpaceOptimization method) check_path (cva.Structures.CvaParallelTask attribute) check_type (cva.Structures.CvaParallelTask attribute) compare_models() (cva.Base.Manager method) connect() (cva.DOE.DesignOfExperiments method) (cva.Models.EnsembleModel method) (cva.Models.Model method) (cva.Optimizations.Optimization method) (cva.Optimizations.SolutionSpaceOptimization method) continue_run() (cva.Optimizations.Optimization method) create_data_frame() (cva.Models.EnsembleModel method) (cva.Models.Model method) create_default_doe_parameter() (in module cva.Structures) create_default_optimization_parameter() (in module cva.Structures) create_default_solution_space_optimization_parameter() (in module cva.Structures) create_default_task_parameters() (in module cva.Structures) create_design_of_experiments() (cva.Base.Manager method) (cva.DOE.DesignOfExperiments method) create_ensemble_model() (cva.Base.Manager method) create_model() (cva.Base.Manager method) create_multiple_design_of_experiments() (cva.DOE.DesignOfExperiments method) create_optimization() (cva.Base.Manager method) create_parallel_tasks() (cva.Base.Manager method) create_solution_space_optimizer() (cva.Base.Manager method)

create_task() (in module cva.Structures) create_user_model() (cva.Base.Manager method) cva.Base module cva.DOE module cva.Examples module cva.Models module cva.Optimizations module cva.Structures module CvaDesignOfExperimentsInfo (class in cva.Structures) CvaFitTask (class in cva.Structures) CvaFunction (class in cva.Structures) CvaModelCompare (class in cva.Structures) CvaModelInfo (class in cva.Structures) CvaModelParameter (class in cva.Structures) CvaObjective (class in cva.Structures) CvaOptimizationInfo (class in cva.Structures) CvaParallelTask (class in cva.Structures) CvaParameter (class in cva.Structures) CvaRestriction (class in cva.Structures) CvaSolutionSpaceOptimizationInfo (class in cva.Structures) CvaTaskParameter (class in cva.Structures) CvaVariable (class in cva.Structures) CvssInputVariable (class in cva.Structures) CvssOutputVariable (class in cva.Structures)

D

data_artificial() (in module cva.Examples) data_rosenbrock() (in module cva.Examples) delete() (cva.Models.EnsembleModel method) (cva.Models.Model method) (cva.Optimizations.Optimization method)

DesignOfExperiments (class in cva.DOE) df (cva.Structures.CvaParallelTask attribute) distance() (cva.Structures.CvaRestriction method)

E

EnsembleModel (class in cva.Models) estimate_output_ranges() (cva.Optimizations.SolutionSpaceOptimization method) evaluate() (cva.DOE.DesignOfExperiments method) (cva.Optimizations.Optimization method)

evaluate_sample() (cva.Optimizations.SolutionSpaceOptimization method) exit() (cva.Base.Manager method) export() (cva.Models.EnsembleModel method) (cva.Models.Model method)

F

fig_morris() (cva.Models.EnsembleModel method) (cva.Models.Model method) fig_scatter() (cva.Models.EnsembleModel method) (cva.Models.Model method) fit() (cva.Models.Model method) (cva.Models.UserModelInterface method)

flask_port (cva.Structures.CvaParallelTask attribute) function_restriction() (in module cva.Examples) function_rosenbrock() (in module cva.Examples) function_sphere() (in module cva.Examples)

G

get_bad_labels() (cva.Structures.CvssOutputVariable method) get_class_names() (cva.Structures.CvaVariable method) (cva.Structures.CvssInputVariable method) get_comparator() (cva.Structures.CvaRestriction method) get_confusion_matrix() (cva.Models.EnsembleModel method) (cva.Models.Model method) (cva.Structures.CvaModelInfo method) get_crit_low() (cva.Structures.CvssOutputVariable method) get_crit_up() (cva.Structures.CvssOutputVariable method) get_description() (cva.Structures.CvaParameter method) get_doe() (cva.DOE.DesignOfExperiments method) (cva.Structures.CvaDesignOfExperimentsInfo method) get_enums() (cva.Structures.CvaParameter method) get_existing_samples() (cva.Structures.CvaDesignOfExperimentsInfo method) get_exp_weight_factor() (cva.Models.EnsembleModel method) get_fit_info() (cva.Models.Model method) get_fit_task() (cva.Models.Model method) (cva.Structures.CvaModelInfo method) get_fit_task_model_parameter() (cva.Models.Model method) get_fit_task_model_parameters() (cva.Models.Model method) get_fit_task_parameter() (cva.Models.Model method) get_fit_task_parameters() (cva.Models.Model method) get_generations() (cva.Structures.CvaOptimizationInfo method) get_history() (cva.Optimizations.Optimization method) (cva.Optimizations.SolutionSpaceOptimization method) get_id() (cva.Structures.CvaVariable method) get_initial_boxes() (cva.Optimizations.SolutionSpaceOptimization method) get_initial_parents() (cva.Optimizations.Optimization method) get_initial_qualities() (cva.Optimizations.SolutionSpaceOptimization method) get_input() (cva.Optimizations.SolutionSpaceOptimization method) get_input_class_names() (cva.Optimizations.SolutionSpaceOptimization method) get_input_is_class_names_fixed() (cva.Optimizations.SolutionSpaceOptimization method) get_input_is_interval() (cva.Optimizations.SolutionSpaceOptimization method) get_input_is_lower_fixed() (cva.Optimizations.SolutionSpaceOptimization method) get_input_is_upper_fixed() (cva.Optimizations.SolutionSpaceOptimization method) get_input_is_value_fixed() (cva.Optimizations.SolutionSpaceOptimization method) get_input_is_width_fixed() (cva.Optimizations.SolutionSpaceOptimization method) get_input_lower_bound() (cva.Optimizations.SolutionSpaceOptimization method) get_input_upper_bound() (cva.Optimizations.SolutionSpaceOptimization method) get_input_upper_lower_bound() (cva.Optimizations.SolutionSpaceOptimization method) get_input_value() (cva.Optimizations.SolutionSpaceOptimization method) get_input_variable_class_names() (cva.Models.EnsembleModel method) (cva.Models.Model method) get_input_variable_names() (cva.Models.EnsembleModel method) (cva.Models.Model method) get_input_width() (cva.Optimizations.SolutionSpaceOptimization method) get_inputs() (cva.Optimizations.SolutionSpaceOptimization method) get_invalid_reason() (cva.Models.EnsembleModel method) (cva.Models.Model method) (cva.Structures.CvaModelInfo method) get_is_class_names_fixed() (cva.Structures.CvssInputVariable method) get_is_interval() (cva.Structures.CvssInputVariable method) get_is_lower_fixed() (cva.Structures.CvssInputVariable method) get_is_optimizable() (cva.Structures.CvaModelParameter method) get_is_upper_fixed() (cva.Structures.CvssInputVariable method) get_is_valid() (cva.Structures.CvaModelInfo method) get_is_value_fixed() (cva.Structures.CvssInputVariable method) get_is_width_fixed() (cva.Structures.CvssInputVariable method) get_low_crit_norm() (cva.Structures.CvssOutputVariable method) get_lower_bound() (cva.Structures.CvaVariable method) (cva.Structures.CvssInputVariable method) get_lower_upper_bound() (cva.Optimizations.SolutionSpaceOptimization method) (cva.Structures.CvssInputVariable method) get_matrix() (cva.Structures.CvaModelCompare method) get_model() (cva.DOE.DesignOfExperiments method) (cva.Structures.CvaDesignOfExperimentsInfo method) get_model_parameter() (cva.Models.Model method) get_model_parameters() (cva.Models.Model method) (cva.Structures.CvaFitTask method) get_model_type() (cva.Models.EnsembleModel method) (cva.Models.Model method) (cva.Structures.CvaFitTask method) (cva.Structures.CvaModelInfo method) get_models() (cva.DOE.DesignOfExperiments method) (cva.Structures.CvaDesignOfExperimentsInfo method) get_morris() (cva.Structures.CvaModelInfo method)

get_name() (cva.Structures.CvaFunction method) (cva.Structures.CvaParameter method) (cva.Structures.CvaVariable method) (cva.Structures.CvssInputVariable method) (cva.Structures.CvssOutputVariable method) get_objective_names() (cva.Optimizations.Optimization method) get_objectives() (cva.Optimizations.Optimization method) (cva.Structures.CvaOptimizationInfo method) get_opt_max() (cva.Structures.CvaModelParameter method) get_opt_min() (cva.Structures.CvaModelParameter method) get_output() (cva.Optimizations.SolutionSpaceOptimization method) get_output_bad_labels() (cva.Optimizations.SolutionSpaceOptimization method) get_output_crit_low() (cva.Optimizations.SolutionSpaceOptimization method) get_output_crit_up() (cva.Optimizations.SolutionSpaceOptimization method) get_output_low_crit_norm() (cva.Optimizations.SolutionSpaceOptimization method) get_output_up_crit_norm() (cva.Optimizations.SolutionSpaceOptimization method) get_output_variable_class_names() (cva.Models.EnsembleModel method) (cva.Models.Model method) get_output_variable_name() (cva.Models.EnsembleModel method) (cva.Models.Model method) get_outputs() (cva.Optimizations.SolutionSpaceOptimization method) get_parameter() (cva.Optimizations.SolutionSpaceOptimization method) get_parameter_list() (cva.Models.UserModelInterface method) get_parameters() (cva.DOE.DesignOfExperiments method) (cva.Optimizations.Optimization method) (cva.Optimizations.SolutionSpaceOptimization method) (cva.Structures.CvaDesignOfExperimentsInfo method) (cva.Structures.CvaOptimizationInfo method) (cva.Structures.CvaSolutionSpaceOptimizationInfo method) get_predict_mode() (cva.Models.EnsembleModel method) get_qualities() (cva.Models.EnsembleModel method) (cva.Models.Model method) (cva.Structures.CvaModelInfo method) get_restriction_names() (cva.DOE.DesignOfExperiments method) (cva.Optimizations.Optimization method) get_restrictions() (cva.DOE.DesignOfExperiments method) (cva.Optimizations.Optimization method) (cva.Structures.CvaDesignOfExperimentsInfo method) (cva.Structures.CvaOptimizationInfo method) get_result() (cva.Optimizations.Optimization method) (cva.Optimizations.SolutionSpaceOptimization method) get_status() (cva.Optimizations.Optimization method) get_task() (cva.Models.Model method) get_task_parameter() (cva.Models.Model method) get_task_parameters() (cva.Models.Model method) (cva.Structures.CvaFitTask method) get_type() (cva.Structures.CvaObjective method) (cva.Structures.CvaVariable method) (cva.Structures.CvssInputVariable method) (cva.Structures.CvssOutputVariable method) get_up_crit_norm() (cva.Structures.CvssOutputVariable method) get_upper_bound() (cva.Structures.CvaVariable method) (cva.Structures.CvssInputVariable method) get_upper_lower_bound() (cva.Structures.CvssInputVariable method) get_validation_data_frame() (cva.Models.EnsembleModel method) (cva.Models.Model method) (cva.Structures.CvaModelInfo method) get_value() (cva.Structures.CvaObjective method) (cva.Structures.CvaParameter method) (cva.Structures.CvaRestriction method) (cva.Structures.CvssInputVariable method) get_value_type() (cva.Structures.CvaParameter method) get_variable_importance() (cva.Models.EnsembleModel method) (cva.Models.Model method) (cva.Structures.CvaModelInfo method) get_variable_names() (cva.DOE.DesignOfExperiments method) (cva.Optimizations.Optimization method) get_variable_sensitivity() (cva.Models.EnsembleModel method) (cva.Models.Model method) (cva.Structures.CvaModelInfo method) get_variables() (cva.DOE.DesignOfExperiments method) (cva.Optimizations.Optimization method) (cva.Structures.CvaDesignOfExperimentsInfo method) (cva.Structures.CvaOptimizationInfo method) get_width() (cva.Structures.CvssInputVariable method) get_winner() (cva.Structures.CvaModelCompare method) get_wins() (cva.Structures.CvaModelCompare method)

H

html_help() (in module cva.Base)

I

import_model() (cva.Base.Manager method) (cva.Base.PredictManager method) init() (cva.Base.Manager method) init_from() (cva.Structures.CvaParameter method) (cva.Structures.CvaSolutionSpaceOptimizationInfo method) (cva.Structures.CvssInputVariable method) (cva.Structures.CvssOutputVariable method)

initial_boxes (cva.Structures.CvaSolutionSpaceOptimizationInfo attribute) initial_qualities (cva.Structures.CvaSolutionSpaceOptimizationInfo attribute) input_variable_names (cva.Structures.CvaParallelTask attribute) input_variables (cva.Structures.CvaSolutionSpaceOptimizationInfo attribute) is_valid() (cva.Models.EnsembleModel method) (cva.Models.Model method)

L

load_design_of_experiments() (cva.Base.Manager method) load_model() (cva.Base.Manager method) (cva.Base.PredictManager method)

load_optimization() (cva.Base.Manager method) load_solution_space_optimizer() (cva.Base.Manager method)

M

Manager (class in cva.Base) Model (class in cva.Models) model (cva.Structures.CvaParallelTask attribute) module cva.Base cva.DOE cva.Examples cva.Models cva.Optimizations cva.Structures

O

Optimization (class in cva.Optimizations) optimization_multi_objective_evaluation() (in module cva.Examples) optimization_single_objective_evaluation() (in module cva.Examples)

optimize() (cva.Optimizations.SolutionSpaceOptimization method) output_variable_name (cva.Structures.CvaParallelTask attribute) output_variables (cva.Structures.CvaSolutionSpaceOptimizationInfo attribute)

P

parallel_fit() (in module cva.Base) parallel_predict() (in module cva.Base) parameters (cva.Structures.CvaSolutionSpaceOptimizationInfo attribute) plot_morris() (cva.Models.EnsembleModel method) (cva.Models.Model method) plot_scatter() (cva.Models.EnsembleModel method) (cva.Models.Model method)

position() (cva.Optimizations.SolutionSpaceOptimization method) predict() (cva.Models.EnsembleModel method) (cva.Models.Model method) (cva.Models.UserModelInterface method) PredictManager (class in cva.Base)

R

remove_initial_parents() (cva.Optimizations.Optimization method) remove_input() (cva.Optimizations.SolutionSpaceOptimization method) remove_objective() (cva.Optimizations.Optimization method) remove_output() (cva.Optimizations.SolutionSpaceOptimization method)

remove_restriction() (cva.DOE.DesignOfExperiments method) (cva.Optimizations.Optimization method) remove_variable() (cva.DOE.DesignOfExperiments method) (cva.Optimizations.Optimization method)

S

sample() (cva.Optimizations.SolutionSpaceOptimization method) sensitivity() (cva.Models.EnsembleModel method) (cva.Models.Model method) set_bad_labels() (cva.Structures.CvssOutputVariable method) set_box_evaluation_function() (cva.Optimizations.SolutionSpaceOptimization method) set_class_names() (cva.Structures.CvssInputVariable method) set_crit_low() (cva.Structures.CvssOutputVariable method) set_crit_up() (cva.Structures.CvssOutputVariable method) set_doe() (cva.Structures.CvaDesignOfExperimentsInfo method) set_evaluation_function() (cva.DOE.DesignOfExperiments method) (cva.Optimizations.Optimization method) (cva.Optimizations.SolutionSpaceOptimization method) set_existing_samples() (cva.DOE.DesignOfExperiments method) (cva.Structures.CvaDesignOfExperimentsInfo method) set_exp_weight_factor() (cva.Models.EnsembleModel method) set_fit_task_model_parameter() (cva.Models.Model method) set_fit_task_model_parameters() (cva.Models.Model method) set_fit_task_parameter() (cva.Models.Model method) set_fit_task_parameters() (cva.Models.Model method) set_generations() (cva.Structures.CvaOptimizationInfo method) set_initial_boxes() (cva.Optimizations.SolutionSpaceOptimization method) set_initial_parents() (cva.Optimizations.Optimization method) set_input_class_names() (cva.Optimizations.SolutionSpaceOptimization method) set_input_is_class_names_fixed() (cva.Optimizations.SolutionSpaceOptimization method) set_input_is_interval() (cva.Optimizations.SolutionSpaceOptimization method) set_input_is_lower_fixed() (cva.Optimizations.SolutionSpaceOptimization method) set_input_is_upper_fixed() (cva.Optimizations.SolutionSpaceOptimization method) set_input_is_value_fixed() (cva.Optimizations.SolutionSpaceOptimization method) set_input_is_width_fixed() (cva.Optimizations.SolutionSpaceOptimization method) set_input_lower_bound() (cva.Optimizations.SolutionSpaceOptimization method) set_input_lower_upper_bound() (cva.Optimizations.SolutionSpaceOptimization method) set_input_upper_bound() (cva.Optimizations.SolutionSpaceOptimization method) set_input_upper_lower_bound() (cva.Optimizations.SolutionSpaceOptimization method) set_input_value() (cva.Optimizations.SolutionSpaceOptimization method) set_input_width() (cva.Optimizations.SolutionSpaceOptimization method) set_is_class_names_fixed() (cva.Structures.CvssInputVariable method) set_is_interval() (cva.Structures.CvssInputVariable method) set_is_lower_fixed() (cva.Structures.CvssInputVariable method)

set_is_upper_fixed() (cva.Structures.CvssInputVariable method) set_is_value_fixed() (cva.Structures.CvssInputVariable method) set_is_width_fixed() (cva.Structures.CvssInputVariable method) set_low_crit_norm() (cva.Structures.CvssOutputVariable method) set_lower_bound() (cva.Structures.CvssInputVariable method) set_lower_upper_bound() (cva.Structures.CvssInputVariable method) set_model() (cva.DOE.DesignOfExperiments method) (cva.Structures.CvaDesignOfExperimentsInfo method) set_model_parameters() (cva.Structures.CvaFitTask method) set_models() (cva.DOE.DesignOfExperiments method) (cva.Structures.CvaDesignOfExperimentsInfo method) set_output_bad_labels() (cva.Optimizations.SolutionSpaceOptimization method) set_output_crit_low() (cva.Optimizations.SolutionSpaceOptimization method) set_output_crit_up() (cva.Optimizations.SolutionSpaceOptimization method) set_output_low_crit_norm() (cva.Optimizations.SolutionSpaceOptimization method) set_output_ranges() (cva.Optimizations.SolutionSpaceOptimization method) set_output_up_crit_norm() (cva.Optimizations.SolutionSpaceOptimization method) set_parameter() (cva.DOE.DesignOfExperiments method) (cva.Optimizations.Optimization method) (cva.Optimizations.SolutionSpaceOptimization method) set_parameter_values() (cva.Models.UserModelInterface method) set_parameters() (cva.Structures.CvaOptimizationInfo method) set_predict_mode() (cva.Models.EnsembleModel method) set_properties() (cva.Structures.CvaVariable method) (cva.Structures.CvssInputVariable method) (cva.Structures.CvssOutputVariable method) set_up_crit_norm() (cva.Structures.CvssOutputVariable method) set_upper_bound() (cva.Structures.CvssInputVariable method) set_upper_lower_bound() (cva.Structures.CvssInputVariable method) set_value() (cva.Structures.CvaParameter method) (cva.Structures.CvssInputVariable method) set_width() (cva.Structures.CvssInputVariable method) show_fit_info() (cva.Models.Model method) show_fit_task() (cva.Models.Model method) SolutionSpaceOptimization (class in cva.Optimizations) start() (cva.Optimizations.Optimization method) start_model_service() (cva.Base.Manager method) stop_model_service() (cva.Base.Manager method)

T

test_sample() (cva.Optimizations.SolutionSpaceOptimization method)

to_dict() (cva.Structures.CvaModelParameter method) to_string() (cva.Structures.CvaParameter method)

U

UserModelInterface (class in cva.Models)

V

variable_norm_width() (cva.Optimizations.SolutionSpaceOptimization method)

W

with_flask (cva.Structures.CvaParallelTask attribute)