scipy.spatial.

minkowski_distance

scipy.spatial.minkowski_distance(x, y, p=2)

Compute the L**p distance between two arrays.

The last dimensions of x and y must be the same length. Any other dimensions must be compatible for broadcasting.

Parameters:

x(…, K) array_like

Input array.

y(…, K) array_like

Input array.

pfloat, 1 <= p <= infinity

Which Minkowski p-norm to use.

Returns:

distndarray

Distance between the input arrays.

Examples

Try it in your browser!

>>> from scipy.spatial import minkowski_distance
>>> minkowski_distance([[0, 0], [0, 0]], [[1, 1], [0, 1]])
array([ 1.41421356,  1.        ])

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