gw.noise.synthetic.generate_dataset.generate_dataset

gw.noise.synthetic.generate_dataset.generate_dataset(
    real_dataset,
    settings,
    num_samples,
    num_processes,
    verbose,
)

Generate a synthetic ASD dataset from an existing dataset of real ASDs.

Parameters

Name	Type	Description	Default
real_dataset	ASDDataset	Existing dataset of real ASDs.	required
settings	dict	Dictionary containing the settings for the parameterization and sampling.	required
num_processes	int	Number of processes to use in pool for parallel parameterization.	required
verbose	bool	Whether to print progress information.	required