11.3.7. rheia.POST_PROCESS.post_process.PostProcessUQ

class rheia.POST_PROCESS.post_process.PostProcessUQ(case, pol_order)

The PostProcessUQ class provides methods to retrieve the LOO error, plot the Sobol indices, PDF and CDF.

Parameters

• case (str) – Name of the case to be evaluated.

• pol_order (int) – The polynomial order.

__init__(case, pol_order)

Methods

__init__(case, pol_order)
get_cdf(result_dir, objective)	Retrieves the points that define the cumulative density function.
get_loo(result_dir, objective)	Reads the Leave-One-Out error from the corresponding file in the result directory.
get_max_sobol(result_dirs, objective[, ...])	This method gathers the Sobol' indices for each stochastic parameter for each sample.
get_mean_std(result_dir, objective)	Reads the mean and standard deviation from the corresponding file in the result directory.
get_pdf(result_dir, objective)	Retrieves the points that define the probability density function.
get_sobol(result_dir, objective)	Retrieves the information on the Sobol' indices from the corresponding file in the result directory.
read_distr_file(distr_file)	Reads the file with information on the cumulative density function or probability density function.