Collection of center initializers for algorithm that uses initial centers, for example, for K-Means or X-Means. More...

Classes
class	kmeans_plusplus_initializer
	K-Means++ is an algorithm for choosing the initial centers for algorithms like K-Means or X-Means. More...

class	random_center_initializer
	Random center initializer is for generation specified amount of random of centers for specified data. More...

Detailed Description

Collection of center initializers for algorithm that uses initial centers, for example, for K-Means or X-Means.

Implementation based on paper [4].

Authors: Andrei Novikov, Aleksey Kukushkin (pyclu.nosp@m.ster.nosp@m.ing@y.nosp@m.ande.nosp@m.x.ru)

Classes