Python API
- cva package
- cva.Base 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_solution_space_optimizer()Manager.create_user_model()Manager.exit()Manager.import_model()Manager.init()Manager.load_design_of_experiments()Manager.load_model()Manager.load_optimization()Manager.load_solution_space_optimizer()Manager.start_model_service()Manager.stop_model_service()
PredictManagerhtml_help()parallel_fit()parallel_predict()
- cva.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()
- cva.Examples module
- cva.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_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_task()Model.get_fit_task_model_parameter()Model.get_fit_task_model_parameters()Model.get_fit_task_parameter()Model.get_fit_task_parameters()Model.get_input_variable_class_names()Model.get_input_variable_names()Model.get_invalid_reason()Model.get_model_parameter()Model.get_model_parameters()Model.get_model_type()Model.get_output_variable_class_names()Model.get_output_variable_name()Model.get_qualities()Model.get_task()Model.get_task_parameter()Model.get_task_parameters()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_parameters()Model.set_fit_task_parameter()Model.set_fit_task_parameters()Model.show_fit_info()Model.show_fit_task()
UserModelInterface
- cva.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_parameters()Optimization.get_restriction_names()Optimization.get_restrictions()Optimization.get_result()Optimization.get_status()Optimization.get_variable_names()Optimization.get_variables()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.start()
SolutionSpaceOptimizationSolutionSpaceOptimization.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_output()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_upper_bound()SolutionSpaceOptimization.get_input_upper_lower_bound()SolutionSpaceOptimization.get_input_value()SolutionSpaceOptimization.get_input_width()SolutionSpaceOptimization.get_inputs()SolutionSpaceOptimization.get_lower_upper_bound()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_parameters()SolutionSpaceOptimization.get_result()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()
- cva.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.set_doe()CvaDesignOfExperimentsInfo.set_existing_samples()CvaDesignOfExperimentsInfo.set_model()CvaDesignOfExperimentsInfo.set_models()
CvaFitTaskCvaFunctionCvaModelCompareCvaModelInfoCvaModelInfo.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()
CvaModelParameterCvaObjectiveCvaOptimizationInfoCvaParallelTaskCvaParameterCvaRestrictionCvaSolutionSpaceOptimizationInfoCvaSolutionSpaceOptimizationInfo.get_parameters()CvaSolutionSpaceOptimizationInfo.init_from()CvaSolutionSpaceOptimizationInfo.initial_boxesCvaSolutionSpaceOptimizationInfo.initial_qualitiesCvaSolutionSpaceOptimizationInfo.input_variablesCvaSolutionSpaceOptimizationInfo.output_variablesCvaSolutionSpaceOptimizationInfo.parameters
CvaTaskParameterCvaVariableCvssInputVariableCvssInputVariable.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()
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()
create_default_doe_parameter()create_default_optimization_parameter()create_default_solution_space_optimization_parameter()create_default_task_parameters()create_task()
- cva.Base module