Generating Testing Knowledge Graphs with Literals

1 · Charles Tapley Hoyt · Dec. 7, 2020, midnight
PyKEEN has a wide variety of functionality related to knowledge graph embedding models and handling various sources of knowledge graphs. This post describes the journey towards properly testing the functionality of an exotic set of knowledge graph embedding models that incorporate feature vectors for entities via triples with numeric literals. PyKEEN implements the LiteralE class of knowledge graph embedding models that allow for the inclusion of numeric features for each entity. It then combin...