noise_element

odl.util.testutils.noise_element(space)

Create a white noise element in space.

The element contains white noise with standard deviation 1 in the case of floating point dtypes and uniformly spaced values between -10 and 10 in the case of integer dtypes.

For product spaces the method is called recursively for all sub-spaces.

Parameters:

spaceLinearSpace

Space in which to create an element. The LinearSpace.element method of the space needs to accept input of numpy.ndarray type.

Returns:

noise_elementspace element

See also

noise_array

noise_elements

odl.set.space.LinearSpace.examples

Examples of elements typical to the space.

Notes

This method is intended for internal testing purposes. For more explicit example elements see odl.phantoms and LinearSpaceElement.examples.

Examples

Create single noise element:

>>> space = odl.rn(3)
>>> vector = noise_element(space)