ERMLPEInteraction¶
-
class
ERMLPEInteraction(hidden_dim=300, input_dropout=0.2, hidden_dropout=0.3, embedding_dim=200)[source]¶ Bases:
pykeen.nn.modules.FunctionalInteraction[torch.FloatTensor,torch.FloatTensor,torch.FloatTensor]A stateful module for the ER-MLP (E) interaction function.
Initializes internal Module state, shared by both nn.Module and ScriptModule.
Methods Summary
func(r, t, mlp)Evaluate the ER-MLPE interaction function.
Methods Documentation
-
func(r, t, mlp)¶ Evaluate the ER-MLPE interaction function.
- Parameters
h (
FloatTensor) – shape: (batch_size, num_heads, 1, 1, dim) The head representations.r (
FloatTensor) – shape: (batch_size, 1, num_relations, 1, dim) The relation representations.t (
FloatTensor) – shape: (batch_size, 1, 1, num_tails, dim) The tail representations.mlp (
Module) – The MLP.
- Return type
FloatTensor- Returns
shape: (batch_size, num_heads, num_relations, num_tails) The scores.
-