HolE

class ampligraph.latent_features.layers.scoring.HolE(*args: Any, **kwargs: Any)

Holographic Embeddings (HolE) scoring layer.

The HolE model [NRP+16] as re-defined by Hayashi et al. [HS17]:

\[f_{HolE}= \frac{2}{k} \, f_{ComplEx}\]

where \(k\) is the size of the embeddings.

Attributes

class_params

external_params

name

Methods

__init__(k)

Initializes the scoring layer.

get_config()

__init__(k)

Initializes the scoring layer.

Parameters

  • k (int) – Embedding size.

  • max_rel_size (int) – This value specifies the number of relations in the KG. It is essential only for RotatE scoring layer (default: None).

get_config()