Stateful Interaction Modules¶
Stateful interaction functions.
Classes¶
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Base class for interaction functions. |
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Base class for interaction functions. |
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Norm-based interactions use a (powered) \(p\)-norm in their scoring function. |
An adapter of interaction functions which adds a scalar (trainable) monotonic affine transformation of the score. |
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The AutoSF interaction as described by [zhang2020]. |
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The BoxE interaction from [abboud2020]. |
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The ComplEx interaction proposed by [trouillon2016]. |
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A stateful module for the ConvE interaction function. |
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A stateful module for the ConvKB interaction function. |
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An implementation of the CP interaction as described [lacroix2018] (originally from [hitchcock1927]). |
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A module wrapper for the CrossE interaction function. |
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A module wrapper for the stateless DistMA interaction function. |
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A module wrapper for the stateless DistMult interaction function. |
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A stateful module for the ER-MLP (E) interaction function. |
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A stateful module for the ER-MLP interaction. |
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A module wrapper for the stateless HolE interaction function. |
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A stateful module for the KG2E interaction function. |
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The LineaRE interaction described by [peng2020]. |
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An implementation of the original (multi-linear) TuckER interaction as described [tucker1966]. |
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A stateful module for the MuRE interaction function from [balazevic2019b]. |
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A stateful module for the NTN interaction function. |
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A stateful module for the PairRE interaction function. |
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A stateful module for the ProjE interaction function. |
A module wrapper for the QuatE interaction function. |
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A module wrapper for the stateless RESCAL interaction function. |
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The RotatE interaction function proposed by [sun2019]. |
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A stateful module for the Structured Embedding (SE) interaction function. |
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A module wrapper for the SimplE interaction function. |
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A stateful module for the TorusE interaction function. |
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A stateful module for the TransD interaction function. |
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A stateful module for the TransE interaction function. |
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A stateless module for the TransF interaction function. |
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Transformer-based interaction, as described in [galkin2020]. |
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A stateful module for the TransH interaction function. |
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A stateful module for the TransR interaction function. |
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A stateful module for the TripleRE interaction function from [yu2021]. |
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A stateful module for the stateless Tucker interaction function. |
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A stateful module for the UnstructuredModel interaction function. |
Class Inheritance Diagram¶
