ComplExInteraction¶
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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
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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.
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