isotropic

random.isotropic(size=None, pdf='rademacher', seed=None, out=None)

Generates random vectors from a specified isotropic distribution.

Parameters

Name	Type	Description	Default
size	Union[int, tuple, None]	Output shape to generate.	None
pdf	str	Isotropic distribution to sample from. Must be “rademacher”, “sphere”, or “normal”.	'rademacher'
seed	Union[int, np.random.Generator, None]	Seed or generator for pseudorandom number generation.	None
out	Optional[np.ndarray]	Output array to fill values in-place.	None

Returns

Name	Type	Description
	Union[np.ndarray, Callable]	Array of shape size with rows distributed according to pdf.