bundles / scipy 1.17.1 / scipy / cluster / vq / _kpp

function

`scipy.cluster.vq:_kpp`

source: /scipy/cluster/vq.py:577

Signature

def _kpp(data, k, rng, xp)

Summary

Picks k points in the data based on the kmeans++ method.

Parameters

data : ndarray: Expect a rank 1 or 2 array. Rank 1 is assumed to describe 1-D data, rank 2 multidimensional data, in which case one row is one observation.
k : int: Number of samples to generate.
rng : `numpy.random.Generator` or `numpy.random.RandomState`: Random number generator.

Returns

init : ndarray: A 'k' by 'N' containing the initial centroids.

Aliases

scipy.cluster.vq._kpp