Python API
- cvi package
- cvi.CviBase module
ManagerManager.available_model_types()Manager.compare_models()Manager.create_design_of_experiments()Manager.create_ensemble_model()Manager.create_model()Manager.create_optimization()Manager.create_parallel_tasks()Manager.create_user_model()Manager.exit()Manager.import_model()Manager.init()Manager.load_design_of_experiments()Manager.load_model()Manager.load_optimization()Manager.start_model_service()
PredictManagerhtml_help()parallel_fit()parallel_predict()
- cvi.DOE module
DesignOfExperimentsDesignOfExperiments.add_restriction()DesignOfExperiments.add_variable()DesignOfExperiments.connect()DesignOfExperiments.create_design_of_experiments()DesignOfExperiments.create_multiple_design_of_experiments()DesignOfExperiments.evaluate()DesignOfExperiments.get_doe()DesignOfExperiments.get_model()DesignOfExperiments.get_models()DesignOfExperiments.get_parameters()DesignOfExperiments.get_restriction_names()DesignOfExperiments.get_restrictions()DesignOfExperiments.get_variable_names()DesignOfExperiments.get_variables()DesignOfExperiments.remove_restriction()DesignOfExperiments.remove_variable()DesignOfExperiments.set_evaluation_function()DesignOfExperiments.set_existing_samples()DesignOfExperiments.set_model()DesignOfExperiments.set_models()DesignOfExperiments.set_parameter()
- cvi.Examples module
- cvi.Models module
EnsembleModelEnsembleModel.connect()EnsembleModel.create_data_frame()EnsembleModel.delete()EnsembleModel.export()EnsembleModel.fig_morris()EnsembleModel.fig_scatter()EnsembleModel.get_confusion_matrix()EnsembleModel.get_exp_weight_factor()EnsembleModel.get_fit_info()EnsembleModel.get_input_variable_class_names()EnsembleModel.get_input_variable_names()EnsembleModel.get_invalid_reason()EnsembleModel.get_model_type()EnsembleModel.get_output_variable_class_names()EnsembleModel.get_output_variable_name()EnsembleModel.get_predict_mode()EnsembleModel.get_qualities()EnsembleModel.get_validation_data_frame()EnsembleModel.get_variable_importance()EnsembleModel.get_variable_sensitivity()EnsembleModel.is_valid()EnsembleModel.plot_morris()EnsembleModel.plot_scatter()EnsembleModel.predict()EnsembleModel.sensitivity()EnsembleModel.set_exp_weight_factor()EnsembleModel.set_predict_mode()
ModelModel.connect()Model.create_data_frame()Model.delete()Model.export()Model.fig_morris()Model.fig_scatter()Model.fit()Model.get_confusion_matrix()Model.get_fit_info()Model.get_fit_info_fit_task()Model.get_fit_info_model_parameter()Model.get_fit_info_model_parameters()Model.get_fit_info_task_parameter()Model.get_fit_info_task_parameters()Model.get_fit_task()Model.get_fit_task_model_parameter()Model.get_fit_task_model_parameter_value()Model.get_fit_task_model_parameters()Model.get_fit_task_parameter()Model.get_fit_task_parameter_value()Model.get_fit_task_parameters()Model.get_input_variable_class_names()Model.get_input_variable_names()Model.get_invalid_reason()Model.get_model_type()Model.get_output_variable_class_names()Model.get_output_variable_name()Model.get_qualities()Model.get_validation_data_frame()Model.get_variable_importance()Model.get_variable_sensitivity()Model.is_valid()Model.plot_morris()Model.plot_scatter()Model.predict()Model.sensitivity()Model.set_fit_task_model_parameter()Model.set_fit_task_model_parameter_value()Model.set_fit_task_model_parameters()Model.set_fit_task_parameter()Model.set_fit_task_parameter_value()Model.set_fit_task_parameters()Model.set_model_parameter()
UserModelInterface
- cvi.Optimizations module
OptimizationOptimization.add_objective()Optimization.add_restriction()Optimization.add_variable()Optimization.connect()Optimization.continue_run()Optimization.delete()Optimization.evaluate()Optimization.get_history()Optimization.get_initial_parents()Optimization.get_objective_names()Optimization.get_objectives()Optimization.get_parameter()Optimization.get_parameter_value()Optimization.get_parameters()Optimization.get_progress_by_generation()Optimization.get_refrence_point()Optimization.get_restriction_names()Optimization.get_restrictions()Optimization.get_result()Optimization.get_status()Optimization.get_variable_names()Optimization.get_variables()Optimization.hypervolume()Optimization.remove_initial_parents()Optimization.remove_objective()Optimization.remove_restriction()Optimization.remove_variable()Optimization.set_evaluation_function()Optimization.set_initial_parents()Optimization.set_parameter()Optimization.set_reference_point()Optimization.start()Optimization.step_check_stalled_optimization()Optimization.step_finish_optimization()Optimization.step_init_optimization()Optimization.step_next_optimization()
- cvi.Structures module
CvaDesignOfExperimentsInfoCvaDesignOfExperimentsInfo.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()
CvaFitTaskCvaFitTask.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
CvaFunctionCvaModelCompareCvaModelInfoCvaModelInfo.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()
CvaModelParameterCvaObjectiveCvaOptimizationInfoCvaParallelTaskCvaParameterCvaParameter.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.descriptionCvaParameter.enumsCvaParameter.nameCvaParameter.valueCvaParameter.value_type
CvaRestrictionCvaSolutionSpaceOptimizationInfoCvaSolutionSpaceOptimizationInfo.get_parameters()CvaSolutionSpaceOptimizationInfo.init_from()CvaSolutionSpaceOptimizationInfo.initial_boxesCvaSolutionSpaceOptimizationInfo.initial_qualitiesCvaSolutionSpaceOptimizationInfo.input_variablesCvaSolutionSpaceOptimizationInfo.output_variablesCvaSolutionSpaceOptimizationInfo.parameters
CvaTaskParameterCvaVariableCvaVariable.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_namesCvaVariable.lower_boundCvaVariable.metric_valuesCvaVariable.nameCvaVariable.typeCvaVariable.upper_bound
CvssInputVariableCvssInputVariable.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.nameCvssInputVariable.type
CvssOutputVariableCvssOutputVariable.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.nameCvssOutputVariable.type
create_default_doe_parameter()create_default_optimization_parameter()create_default_solution_space_optimization_parameter()create_default_task_parameters()create_task()
- cvi.CviBase module