src.variants package

Subpackages

• src.variants.CarMaker package
  • Submodules
    • src.variants.CarMaker.CarMakerRemote module
      • CarMakerRemote
  • Module contents
• src.variants.metamodels package
  • Submodules
    • src.variants.metamodels.kriging module
      • infer_gp_model()
      • train_gp_model()
    • src.variants.metamodels.neural_networks module
      • infer_mlp_model()
      • train_mlp_model()
      • upper_bound_loss()
    • src.variants.metamodels.regression module
      • calc_prediction_interval()
      • infer_linear_regression_model()
      • infer_polynomial_regression_model()
      • prepare_lr_prediction_interval()
      • prepare_pr_prediction_interval()
      • train_linear_regression_model()
      • train_polynomial_regression_model()
  • Module contents
• src.variants.metrics package
  • Submodules
    • src.variants.metrics.area_metrics module
      • avm()
      • calc_areas()
      • calc_left_area()
      • calc_right_area()
      • iavm()
      • mavm()
      • merge_ecdf_functions()
      • polygon_area()
    • src.variants.metrics.distributional_metrics module
      • compare_means_with_ci()
      • ks_test()
    • src.variants.metrics.error_metrics module
      • absolute_deviation()
      • correlation_coefficient()
      • mae()
      • mane()
      • me()
      • mne()
      • nrmse()
      • r_squared()
      • relative_deviation()
      • relative_deviation_2prediction()
      • rmse()
      • se()
      • theils_u()
      • vm_oberkampf_2002()
    • src.variants.metrics.time_metrics module
      • dtw()
      • russell_error_factors()
      • sprague_geers_error_factors()
  • Module contents
• src.variants.scenarios package
  • Submodules
    • src.variants.scenarios.sampling module
      • cartesian_product()
      • full_factorial_doe()
      • lhs()
      • mcs_gaussian()
      • mcs_uniform()
  • Module contents

Module contents