Contents
- 1. Welcome to pymetamodels documentation!
- 2. The pymetamodels description
- 3. API pymetamodels (main class object)
- 3.1. Class -> pymetamodels (functions)
- 3.2. Class -> pymetamodels
metamodel
metamodel.logging_start()
metamodel.keys()
metamodel.objconf()
metamodel.obj_samplig_sensi()
metamodel.sensitivity_type()
metamodel.run_sampling_routine()
metamodel.run_sensitivity_analisis()
metamodel.run_sensitivity_normalization()
metamodel.run_metamodel_construction()
metamodel.obj_metamodel()
metamodel.save_metamodel()
metamodel.load_metamodel()
metamodel.obj_optimization()
metamodel.save_optimization()
metamodel.load_optimization()
metamodel.run_optimization_problem()
metamodel.print_structure()
metamodel.vars_parameter_matrix()
metamodel.vars_out_parameter_matrix()
metamodel.doeX()
metamodel.doeY()
metamodel.SiY()
metamodel.read_xls_case()
metamodel.output_xls()
metamodel.save_tofile_DOEX()
metamodel.read_fromfile_DOEX()
metamodel.save_tofile_DOEY()
metamodel.read_fromfile_DOEY()
metamodel.output_plts_sensitivity()
metamodel.output_plts_models_XY()
metamodel.output_plts_models_XYZ()
metamodel.output_plts_models_residuals_plot()
metamodel.print_dict()
- 3.3. Class -> objconf
- 3.4. Class -> objsamplingsensitivity
- 3.5. Class -> objmetamodel
- 3.6. Class -> objoptimization
- 4. First steps and pymetamodels tutorials
- 4.1. Tutorial case A01: “Sensitivity analysis of a coupled function”
- 4.2. Tutorial case A02: “Sensitivity analysis of a coupled function, structure of data objects”
- 4.3. Tutorial case A03: “Models and metamodels construction of a coupled function”
- 4.4. Tutorial case A04: “Sensitivity analysis and metamodeling of Kursawe Functions”
- 4.5. Tutorial case A05: “Sensitivity analysis and metamodeling of a damped oscillator”
- 4.6. Tutorial case A06: “Minimization of the Kursawe Functions”
- 4.7. Tutorial case A07: “Calibration of a damped oscillator”
- 4.8. Tutorial case A08: “Building the configuration spreadsheet programatically”
- 4.9. Tutorial case A09: “Loading DOEs from file, couple function case”