Module: denclue

class DENCLUE(eps, h, kernel, k_table_size=None, R_max_method='auto', R_max_th_rel=None, R_max=None, dbscan_eps=None, dbscan_K=None)

Bases: object

Methods

build_cluster(cluster_ID, position_array, ...)
run(position_array[, weight_array, ...])
set_R_max(h, method[, R_max_th_rel, R_max])
set_kernel_table(k_table_size)

build_cluster(cluster_ID, position_array, cluster_members_list, weight_array=None)

run(position_array, weight_array=None, mask_unchanged=None, get_only_attractors=False, R_max=None, make_convolved_image=False, digitize_attractors=False, precomputed=False, target_coordinates=None, target_coordinates_w_array=None, eps=None, h=None, dbscan_eps=None, dbscan_K=None, attractors_th=None, verbose=False)

set_R_max(h, method, R_max_th_rel=None, R_max=None)

set_kernel_table(k_table_size)

class DENCLUE_cluster(ID, position_array, kernel, h, eps, weight_array=None)

Bases: asterism.core.clustering.cluster.BaseCluster

Attributes

coords
n_points

Methods

SourceCluster_factory([x_off_set, ...])
add_contour_points()
check_is_in_cluster(x_test, y_test)
get_closest_cluster(clusters_list)
get_cluster_image_array([border, bkg])
set_cluster_bary()

SourceCluster_factory(x_off_set=0, y_off_set=0, ID=None, parent_ID=None)