ddl.base.create_inverse_canonical_destructor

ddl.base.create_inverse_canonical_destructor(fitted_canonical_destructor, copy=False)

Create inverse destructor of a fitted canonical destructor.

Note that only a canonical destructor has an inverse which is also a destructor.

Extracting the inverse destructor associated with an already-fitted destructor must be handled carefully to enable proper sklearn cloning and check_destructor tests that require the n_features_ attribute to be available. Thus we have implemented this method instead of explicitly exposing an implicit density class.

Parameters:

fitted_canonical_destructor : estimator

A fitted canonical destructor from which to construct the implicit inverse destructor.

copy : bool

If copy=True, the new destructor will create a deep copy of the fitted destructor rather than just copying a reference to it.

Returns:

destructor : _InverseCanonicalDestructor