DistMultInteraction

class DistMultInteraction(*args, **kwargs)

Bases: FunctionalInteraction[FloatTensor, FloatTensor, FloatTensor]

A module wrapper for the stateless DistMult interaction function.

See also

pykeen.nn.functional.distmult_interaction()

Initialize internal Module state, shared by both nn.Module and ScriptModule.

Methods Summary

func(r, t)

Evaluate the DistMult interaction function.

Methods Documentation

func(r, t)

Evaluate the DistMult interaction function.

Parameters:

• h (FloatTensor) – shape: (*batch_dims, dim) The head representations.

• r (FloatTensor) – shape: (*batch_dims, dim) The relation representations.

• t (FloatTensor) – shape: (*batch_dims, dim) The tail representations.

Return type:

FloatTensor

Returns:

shape: batch_dims The scores.