ecdf_estimator
Namespaces | Functions
utils.py File Reference

Namespaces

 ecdf_estimator.utils
 

Functions

def ecdf_estimator.utils.empirical_cumulative_distribution_vector (distance_list, bins)
 Create list of ECDF values. More...
 
def ecdf_estimator.utils.create_distance_matrix (dataset_list, distance_fct, start_index_list=None, end_index_list=None)
 Assemble list of (generalized) distances between elemenst of datasets. More...
 
def ecdf_estimator.utils.empirical_cumulative_distribution_vector_list (dataset, bins, distance_fct, subset_indices, compare_all=True)
 Assemble ecdf vector, whose elements are list of values for all subset combinations. More...
 
def ecdf_estimator.utils.empirical_cumulative_distribution_vector_list_bootstrap (dataset, bins, distance_fct, n_elements_a, n_elements_b, n_samples)
 Same as empirical_cumulative_distribution_vector_list, but for bootstrapping. More...
 
def ecdf_estimator.utils.mean_of_ecdf_vectors (ecdf_vector_list)
 Vector of means of the ecdf vectors. More...
 
def ecdf_estimator.utils.covariance_of_ecdf_vectors (ecdf_vector_list)
 Covariance matrix of ecdf vectors. More...
 
def ecdf_estimator.utils.evaluate (estimator, dataset)
 Evaluate target/objective/cost function associated to estimator type from dataset. More...
 
def ecdf_estimator.utils.evaluate_from_empirical_cumulative_distribution_functions (estimator, vector)
 Evaluate target/objective/cost function associated to estimator type from ecdf vector. More...