ddl.base.create_implicit_density

ddl.base.create_implicit_density(fitted_destructor, copy=False)

Create the implicit density associated with a fitted destructor.

Extracting the implicit density 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_destructor : estimator

A fitted destructor estimator from which to construct the implicit density.

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:

density : _ImplicitDensity