romtools.workflows.sampling_with_holdout.sampling_with_holdout

Functions

run_sampling_with_holdout(fom_model, ...[, ...])

Core algorithm

romtools.workflows.sampling_with_holdout.sampling_with_holdout.run_sampling_with_holdout(fom_model, rom_model_builder, parameter_space, absolute_work_directory, holdout_set_size=5, max_number_of_rom_samples=20, tolerance=1e-05, random_seed=1)

Core algorithm

Parameters:

• fom_model (QoiModel)

• rom_model_builder (QoiModelBuilder)

• parameter_space (ParameterSpace)

• absolute_work_directory (str)

• holdout_set_size (int)

• max_number_of_rom_samples (int)

• random_seed (int)