TranslationalInteraction¶
-
class
TranslationalInteraction
(p, power_norm=False)[source]¶ Bases:
pykeen.nn.modules.FunctionalInteraction
,Generic
[pykeen.typing.HeadRepresentation
,pykeen.typing.RelationRepresentation
,pykeen.typing.TailRepresentation
],abc.ABC
The translational interaction function shared by the TransE, TransR, TransH, and other Trans<X> models.
Initialize the translational interaction function.
- Parameters
p (
int
) – The norm used withtorch.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.