Representation

Representation modules.

Classes

Representation(max_id[, shape, normalizer, ...])	A base class for obtaining representations for entities/relations.
Embedding([max_id, num_embeddings, ...])	Trainable embeddings.
LowRankRepresentation(*, max_id, shape[, ...])	Low-rank embedding factorization.
CompGCNLayer(input_dim[, output_dim, ...])	A single layer of the CompGCN model.
CombinedCompGCNRepresentations(*, ...[, ...])	A sequence of CompGCN layers.
PartitionRepresentation(assignment[, shape, ...])	A partition of the indices into different representation modules.
BackfillRepresentation(max_id, base_ids[, ...])	A variant of a partition representation that is easily applicable to a single base representation.
SingleCompGCNRepresentation(combined[, ...])	A wrapper around the combined representation module.
SubsetRepresentation(max_id[, base, ...])	A representation module, which only exposes a subset of representations of its base.
CombinedRepresentation(max_id[, shape, ...])	A combined representation.
TensorTrainRepresentation([assignment, ...])	A tensor factorization of representations.
TransformedRepresentation(transformation[, ...])	A (learnable) transformation upon base representations.
TextRepresentation(labels[, max_id, shape, ...])	Textual representations using a text encoder on labels.
CachedTextRepresentation(identifiers, **kwargs)	Textual representations for datasets with identifiers that can be looked up with a TextCache.
WikidataTextRepresentation(identifiers, **kwargs)	Textual representations for datasets grounded in Wikidata.
BiomedicalCURIERepresentation(identifiers, ...)	Textual representations for datasets grounded with biomedical CURIEs.

Class Inheritance Diagram