Python API

• ClearVu Design Space package
  • cvds.CvdsBase module
    • Manager
      • Manager.create_solution_space_optimizer()
      • Manager.exit()
      • Manager.init()
      • Manager.load_solution_space_optimizer()
    • html_help()
  • cvds.Examples module
    • data_artificial()
    • data_rosenbrock()
    • function_restriction()
    • function_rosenbrock()
    • function_sphere()
    • optimization_multi_objective_evaluation()
    • optimization_single_objective_evaluation()
  • cvds.SolutionSpaceOptimizations module
    • SolutionSpaceOptimization
      • SolutionSpaceOptimization.add_input()
      • SolutionSpaceOptimization.add_output()
      • SolutionSpaceOptimization.box_norm_diagonal()
      • SolutionSpaceOptimization.box_norm_edge_sum()
      • SolutionSpaceOptimization.box_norm_volume()
      • SolutionSpaceOptimization.box_norm_weighted_edge_sum()
      • SolutionSpaceOptimization.check()
      • SolutionSpaceOptimization.check_input()
      • SolutionSpaceOptimization.check_ouput()
      • SolutionSpaceOptimization.connect()
      • SolutionSpaceOptimization.estimate_output_ranges()
      • SolutionSpaceOptimization.evaluate_sample()
      • SolutionSpaceOptimization.get_history()
      • SolutionSpaceOptimization.get_initial_boxes()
      • SolutionSpaceOptimization.get_initial_qualities()
      • SolutionSpaceOptimization.get_input()
      • SolutionSpaceOptimization.get_input_class_names()
      • SolutionSpaceOptimization.get_input_is_class_names_fixed()
      • SolutionSpaceOptimization.get_input_is_interval()
      • SolutionSpaceOptimization.get_input_is_lower_fixed()
      • SolutionSpaceOptimization.get_input_is_upper_fixed()
      • SolutionSpaceOptimization.get_input_is_value_fixed()
      • SolutionSpaceOptimization.get_input_is_width_fixed()
      • SolutionSpaceOptimization.get_input_lower_bound()
      • SolutionSpaceOptimization.get_input_lower_upper_bound()
      • SolutionSpaceOptimization.get_input_upper_bound()
      • SolutionSpaceOptimization.get_input_upper_lower_bound()
      • SolutionSpaceOptimization.get_input_value()
      • SolutionSpaceOptimization.get_input_width()
      • SolutionSpaceOptimization.get_inputs()
      • SolutionSpaceOptimization.get_output()
      • SolutionSpaceOptimization.get_output_bad_labels()
      • SolutionSpaceOptimization.get_output_crit_low()
      • SolutionSpaceOptimization.get_output_crit_up()
      • SolutionSpaceOptimization.get_output_low_crit_norm()
      • SolutionSpaceOptimization.get_output_up_crit_norm()
      • SolutionSpaceOptimization.get_outputs()
      • SolutionSpaceOptimization.get_parameter()
      • SolutionSpaceOptimization.get_parameter_value()
      • SolutionSpaceOptimization.get_parameters()
      • SolutionSpaceOptimization.get_result()
      • SolutionSpaceOptimization.init_from()
      • SolutionSpaceOptimization.optimize()
      • SolutionSpaceOptimization.position()
      • SolutionSpaceOptimization.remove_input()
      • SolutionSpaceOptimization.remove_output()
      • SolutionSpaceOptimization.sample()
      • SolutionSpaceOptimization.set_box_evaluation_function()
      • SolutionSpaceOptimization.set_evaluation_function()
      • SolutionSpaceOptimization.set_initial_boxes()
      • SolutionSpaceOptimization.set_input_class_names()
      • SolutionSpaceOptimization.set_input_is_class_names_fixed()
      • SolutionSpaceOptimization.set_input_is_interval()
      • SolutionSpaceOptimization.set_input_is_lower_fixed()
      • SolutionSpaceOptimization.set_input_is_upper_fixed()
      • SolutionSpaceOptimization.set_input_is_value_fixed()
      • SolutionSpaceOptimization.set_input_is_width_fixed()
      • SolutionSpaceOptimization.set_input_lower_bound()
      • SolutionSpaceOptimization.set_input_lower_upper_bound()
      • SolutionSpaceOptimization.set_input_upper_bound()
      • SolutionSpaceOptimization.set_input_upper_lower_bound()
      • SolutionSpaceOptimization.set_input_value()
      • SolutionSpaceOptimization.set_input_width()
      • SolutionSpaceOptimization.set_output_bad_labels()
      • SolutionSpaceOptimization.set_output_crit_low()
      • SolutionSpaceOptimization.set_output_crit_up()
      • SolutionSpaceOptimization.set_output_low_crit_norm()
      • SolutionSpaceOptimization.set_output_ranges()
      • SolutionSpaceOptimization.set_output_up_crit_norm()
      • SolutionSpaceOptimization.set_parameter()
      • SolutionSpaceOptimization.test_sample()
      • SolutionSpaceOptimization.variable_norm_width()
  • cvds.Structures module
    • CvaDesignOfExperimentsInfo
      • CvaDesignOfExperimentsInfo.get_doe()
      • CvaDesignOfExperimentsInfo.get_existing_samples()
      • CvaDesignOfExperimentsInfo.get_model()
      • CvaDesignOfExperimentsInfo.get_models()
      • CvaDesignOfExperimentsInfo.get_parameters()
      • CvaDesignOfExperimentsInfo.get_restrictions()
      • CvaDesignOfExperimentsInfo.get_variables()
      • CvaDesignOfExperimentsInfo.init_from()
      • CvaDesignOfExperimentsInfo.set_doe()
      • CvaDesignOfExperimentsInfo.set_existing_samples()
      • CvaDesignOfExperimentsInfo.set_model()
      • CvaDesignOfExperimentsInfo.set_models()
    • CvaFitTask
      • CvaFitTask.get_model_parameter_value()
      • CvaFitTask.get_model_parameters()
      • CvaFitTask.get_model_type()
      • CvaFitTask.get_task_parameter_value()
      • CvaFitTask.get_task_parameters()
      • CvaFitTask.set_model_parameter_value()
      • CvaFitTask.set_model_parameters()
      • CvaFitTask.set_task_parameter_value()
      • CvaFitTask.set_task_parameters()
      • CvaFitTask.model_type
    • CvaFunction
      • CvaFunction.get_name()
      • CvaFunction.name
    • CvaModelCompare
      • CvaModelCompare.get_matrix()
      • CvaModelCompare.get_winner()
      • CvaModelCompare.get_wins()
    • CvaModelInfo
      • CvaModelInfo.get_confusion_matrix()
      • CvaModelInfo.get_fit_task()
      • CvaModelInfo.get_invalid_reason()
      • CvaModelInfo.get_is_valid()
      • CvaModelInfo.get_model_type()
      • CvaModelInfo.get_morris()
      • CvaModelInfo.get_qualities()
      • CvaModelInfo.get_validation_data_frame()
      • CvaModelInfo.get_variable_importance()
      • CvaModelInfo.get_variable_sensitivity()
    • CvaModelParameter
      • CvaModelParameter.get_is_optimizable()
      • CvaModelParameter.get_opt_max()
      • CvaModelParameter.get_opt_min()
      • CvaModelParameter.init_from()
      • CvaModelParameter.to_dict()
      • CvaModelParameter.opt_max
      • CvaModelParameter.opt_min
    • CvaObjective
      • CvaObjective.get_type()
      • CvaObjective.get_value()
      • CvaObjective.init_from()
      • CvaObjective.type
      • CvaObjective.value
    • CvaOptimizationInfo
      • CvaOptimizationInfo.get_generations()
      • CvaOptimizationInfo.get_objectives()
      • CvaOptimizationInfo.get_parameters()
      • CvaOptimizationInfo.get_restrictions()
      • CvaOptimizationInfo.get_variables()
      • CvaOptimizationInfo.init_from()
      • CvaOptimizationInfo.set_generations()
      • CvaOptimizationInfo.set_parameters()
    • CvaParallelTask
      • CvaParallelTask.check_path
      • CvaParallelTask.check_type
      • CvaParallelTask.df
      • CvaParallelTask.input_variable_names
      • CvaParallelTask.model
      • CvaParallelTask.output_variable_name
    • CvaParameter
      • CvaParameter.get_description()
      • CvaParameter.get_enums()
      • CvaParameter.get_name()
      • CvaParameter.get_value()
      • CvaParameter.get_value_type()
      • CvaParameter.init_from()
      • CvaParameter.is_core_parameter()
      • CvaParameter.set_value()
      • CvaParameter.to_string()
      • CvaParameter.description
      • CvaParameter.enums
      • CvaParameter.name
      • CvaParameter.value
      • CvaParameter.value_type
    • CvaRestriction
      • CvaRestriction.check()
      • CvaRestriction.distance()
      • CvaRestriction.get_comparator()
      • CvaRestriction.get_value()
      • CvaRestriction.init_from()
      • CvaRestriction.comparator
      • CvaRestriction.value
    • CvaSolutionSpaceOptimizationInfo
      • CvaSolutionSpaceOptimizationInfo.get_parameters()
      • CvaSolutionSpaceOptimizationInfo.init_from()
      • CvaSolutionSpaceOptimizationInfo.initial_boxes
      • CvaSolutionSpaceOptimizationInfo.initial_qualities
      • CvaSolutionSpaceOptimizationInfo.input_variables
      • CvaSolutionSpaceOptimizationInfo.output_variables
      • CvaSolutionSpaceOptimizationInfo.parameters
    • CvaTaskParameter
      • CvaTaskParameter.init_from()
    • CvaVariable
      • CvaVariable.get_class_names()
      • CvaVariable.get_lower_bound()
      • CvaVariable.get_metric_values()
      • CvaVariable.get_name()
      • CvaVariable.get_type()
      • CvaVariable.get_upper_bound()
      • CvaVariable.init_from()
      • CvaVariable.set_properties()
      • CvaVariable.class_names
      • CvaVariable.lower_bound
      • CvaVariable.metric_values
      • CvaVariable.name
      • CvaVariable.type
      • CvaVariable.upper_bound
    • CvssInputVariable
      • CvssInputVariable.check()
      • CvssInputVariable.get_class_names()
      • CvssInputVariable.get_is_class_names_fixed()
      • CvssInputVariable.get_is_interval()
      • CvssInputVariable.get_is_lower_fixed()
      • CvssInputVariable.get_is_upper_fixed()
      • CvssInputVariable.get_is_value_fixed()
      • CvssInputVariable.get_is_width_fixed()
      • CvssInputVariable.get_lower_bound()
      • CvssInputVariable.get_lower_upper_bound()
      • CvssInputVariable.get_name()
      • CvssInputVariable.get_type()
      • CvssInputVariable.get_upper_bound()
      • CvssInputVariable.get_upper_lower_bound()
      • CvssInputVariable.get_value()
      • CvssInputVariable.get_width()
      • CvssInputVariable.init_from()
      • CvssInputVariable.set_class_names()
      • CvssInputVariable.set_is_class_names_fixed()
      • CvssInputVariable.set_is_interval()
      • CvssInputVariable.set_is_lower_fixed()
      • CvssInputVariable.set_is_upper_fixed()
      • CvssInputVariable.set_is_value_fixed()
      • CvssInputVariable.set_is_width_fixed()
      • CvssInputVariable.set_lower_bound()
      • CvssInputVariable.set_lower_upper_bound()
      • CvssInputVariable.set_properties()
      • CvssInputVariable.set_upper_bound()
      • CvssInputVariable.set_upper_lower_bound()
      • CvssInputVariable.set_value()
      • CvssInputVariable.set_width()
      • CvssInputVariable.name
      • CvssInputVariable.type
    • CvssOutputVariable
      • CvssOutputVariable.check()
      • CvssOutputVariable.get_bad_labels()
      • CvssOutputVariable.get_crit_low()
      • CvssOutputVariable.get_crit_up()
      • CvssOutputVariable.get_low_crit_norm()
      • CvssOutputVariable.get_name()
      • CvssOutputVariable.get_type()
      • CvssOutputVariable.get_up_crit_norm()
      • CvssOutputVariable.init_from()
      • CvssOutputVariable.set_bad_labels()
      • CvssOutputVariable.set_crit_low()
      • CvssOutputVariable.set_crit_up()
      • CvssOutputVariable.set_low_crit_norm()
      • CvssOutputVariable.set_properties()
      • CvssOutputVariable.set_up_crit_norm()
      • CvssOutputVariable.name
      • CvssOutputVariable.type
    • create_default_doe_parameter()
    • create_default_optimization_parameter()
    • create_default_solution_space_optimization_parameter()
    • create_default_task_parameters()
    • create_task()