NormBasedInteraction
- class NormBasedInteraction(p, power_norm=False)[source]
Bases:
FunctionalInteraction
,Generic
[HeadRepresentation
,RelationRepresentation
,TailRepresentation
],ABC
Norm-based interactions use a (powered) \(p\)-norm in their scoring function.
Initialize the norm-based interaction function.
- Parameters
p (
int
) – The norm used withtorch.linalg.vector_norm()
. Typically is 1 or 2.power_norm (
bool
) – Whether to use the p-th power of the \(L_p\) norm. It has the advantage of being differentiable around 0, and numerically more stable.