Domain

class aixd.data.Domain[source]

Bases: object

Abstract base class for domains used by DataObjects.

Methods

`check_domain_consistency`	Checks if the data is within the domain.
`copy`	Returns a copy of the instance.
`domain_to_normalised`	Maps from the domain to a distribution in [0, 1].
`grid_samples`	Returns samples chosen with grid sampling from the domain.
`normalised_to_domain`	Maps from a distribution in [0, 1] to the domain.
`random_samples`	Returns samples chosen with random sampling from the domain.
`sample_around`	Returns samples chosen with a sample around strategy from the domain.
`update_domain`	Updates the domain according to the given data.