ComplExInteraction¶
- class ComplExInteraction[source]¶
Bases:
pykeen.nn.modules.FunctionalInteraction[torch.FloatTensor,torch.FloatTensor,torch.FloatTensor]A module wrapper for the stateless ComplEx interaction function.
Initializes internal Module state, shared by both nn.Module and ScriptModule.
Methods Summary
func(r, t)Evaluate the ComplEx interaction function.
Methods Documentation
- func(r, t)¶
Evaluate the ComplEx interaction function.
\[Re(\langle h, r, conj(t) \rangle)\]- Parameters
h (
FloatTensor) – shape: (batch_size, num_heads, 1, 1, 2*dim) The complex head representations.r (
FloatTensor) – shape: (batch_size, 1, num_relations, 1, 2*dim) The complex relation representations.t (
FloatTensor) – shape: (batch_size, 1, 1, num_tails, 2*dim) The complex tail representations.
- Return type
FloatTensor- Returns
shape: (batch_size, num_heads, num_relations, num_tails) The scores.