skshapes.convolutions.squared_distances.KeOpsSquaredDistances

class skshapes.convolutions.squared_distances.KeOpsSquaredDistances(*, points, cutoff=None, kernel=None, target_points=None)

Bases: object

Squared distances between points using KeOps.

Parameters:

• points – The points in the source space.

• cutoff (int | float | None) – The cutoff value for the window.

• kernel (Callable | None) – The kernel to use.

• target_points – The points in the target space.

__init__(*, points, cutoff=None, kernel=None, target_points=None)

Methods

__init__(*, points[, cutoff, kernel, ...])
sum(*args, **kwargs)	Sum of the kernel.

Attributes

T	Transpose of the kernel.

property T

Transpose of the kernel.

sum(*args, **kwargs)

Sum of the kernel.