helpers.check_bounds

helpers.check_bounds(arr, lower_bounds, upper_bounds)

Check conditions for bounds input

Parameters

Name	Type	Description	Default
arr	numpy.numpy.ArrayLike	A numpy ndarray	required
lower_bounds	numpy.numpy.ArrayLike	Lower bounds of data	required
upper_bounds	numpy.numpy.ArrayLike	Upper bounds of data	required

Raises

Type	Description
ValueError	If lower, upper bounds are not same dimension of sample arr
ValueError	Whenver any of the lower bounds are greater than any of the upper bounds

Returns

Type	Description
tuple[numpy.numpy.ArrayLike, …]	tuple[npt.ArrayLike, …]: A tuple of numpy.ndarrays