utils.kmedoids

Documentation

Computes the k-medoids

based on Park & Jun (2008): http://www.sciencedirect.com/science/article/pii/S095741740800081X

Functions

calc_distance(distance, centers, labels)	Calculate the distance between the cluster centra and the labels.
init_center(distance)	Initalize medoid centers with the points with the lowest total distance.
init_random(distance)	Random initialization of the medoid centers.
kmedoids(distance[, nclus, init, max_loops])	Runs the k-medoids clustering algorithm.
update_centers(distance, labels)	Updates the cluster centers.
update_labels(distance, centers)	Update the point labels.