bask.utils.geometric_median

bask.utils.geometric_median(X, eps=1e-05)[source]

Compute the geometric median for the given array of points.

The geometric median is the point minimizing the euclidean (L2) distance to all points.

Parameters:
Xnumpy array

(n_points, n_dim)

epsfloat

Stop the computation if the euclidean distance of the last two computed points is smaller than eps

Returns: