gemseo.algos.doe package

GEMSEO Design of Experiments package.

Contains wrappers to DOE algorithm libraries.

Subpackages

• gemseo.algos.doe.custom_doe package
  • Subpackages
    • gemseo.algos.doe.custom_doe.settings package
      • Submodules
  • Submodules
    • gemseo.algos.doe.custom_doe.custom_doe module
      • CustomDOE
• gemseo.algos.doe.diagonal_doe package
  • Subpackages
    • gemseo.algos.doe.diagonal_doe.settings package
      • Submodules
  • Submodules
    • gemseo.algos.doe.diagonal_doe.diagonal_doe module
      • DiagonalDOE
• gemseo.algos.doe.morris_doe package
  • Subpackages
    • gemseo.algos.doe.morris_doe.settings package
      • Submodules
  • Submodules
    • gemseo.algos.doe.morris_doe.morris_doe module
      • MorrisDOE
• gemseo.algos.doe.oat_doe package
  • Subpackages
    • gemseo.algos.doe.oat_doe.settings package
      • Submodules
  • Submodules
    • gemseo.algos.doe.oat_doe.oat_doe module
      • OATDOE
• gemseo.algos.doe.openturns package
  • Subpackages
    • gemseo.algos.doe.openturns.settings package
      • Submodules
  • Submodules
    • gemseo.algos.doe.openturns.openturns module
      • OpenTURNS
      • OpenTURNSAlgorithmDescription
• gemseo.algos.doe.pydoe package
  • Subpackages
    • gemseo.algos.doe.pydoe.settings package
      • Submodules
  • Submodules
    • gemseo.algos.doe.pydoe.pydoe module
      • PyDOEAlgorithmDescription
      • PyDOELibrary
    • gemseo.algos.doe.pydoe.pydoe_full_factorial_doe module
      • PyDOEFullFactorialDOE
• gemseo.algos.doe.scipy package
  • Subpackages
    • gemseo.algos.doe.scipy.settings package
      • Submodules
  • Submodules
    • gemseo.algos.doe.scipy.scipy_doe module
      • SciPyDOE
      • SciPyDOEAlgorithmDescription

Submodules

• gemseo.algos.doe.base_doe module
  • BaseDOE
    • BaseDOE.generate_samples()
• gemseo.algos.doe.base_doe_library module
  • BaseDOELibrary
    • BaseDOELibrary.compute_doe()
    • BaseDOELibrary.lock
    • BaseDOELibrary.samples
    • BaseDOELibrary.seed
    • BaseDOELibrary.unit_samples
  • DOEAlgorithmDescription
    • DOEAlgorithmDescription.Settings
    • DOEAlgorithmDescription.handle_integer_variables
    • DOEAlgorithmDescription.minimum_dimension
  • CallbackType
• gemseo.algos.doe.base_doe_settings module
  • BaseDOESettings
    • BaseDOESettings.callbacks
    • BaseDOESettings.eval_jac
    • BaseDOESettings.n_processes
    • BaseDOESettings.normalize_design_space
    • BaseDOESettings.wait_time_between_samples
• gemseo.algos.doe.base_full_factorial_doe module
  • BaseFullFactorialDOE
    • BaseFullFactorialDOE.generate_samples()
• gemseo.algos.doe.base_n_samples_based_doe_settings module
  • BaseNSamplesBasedDOESettings
    • BaseNSamplesBasedDOESettings.n_samples
• gemseo.algos.doe.doe_quality module
  • DOEMeasures
    • DOEMeasures.discrepancy
    • DOEMeasures.mindist
    • DOEMeasures.phip
  • DOEQuality
    • DOEQuality.measures
  • compute_discrepancy()
  • compute_mindist_criterion()
  • compute_phip_criterion()
• gemseo.algos.doe.factory module
  • DOELibraryFactory