IndexingTerm.init_full_basis()

IndexingTerm.init_full_basis()#

IndexingTerm.init_full_basis()[source]#

Materializes a Basis object that holds the full basis matrix corresponding to this term.

Return type:

Basis

Examples

>>> basis = Basis(jnp.array([0, 1, 0, 1]), xname="group", penalty=None)
>>> term = IndexingTerm(basis, penalty=jnp.eye(2), scale=1.0)
>>> term.init_full_basis().value.shape
(4, 2)