CSKG

class CSKG(create_inverse_triples=False, random_state=0, **kwargs)[source]

Bases: pykeen.datasets.base.SingleTabbedDataset

The CSKG dataset.

The CSKG combines several knowledge graphs with “common sense” knowledge. It contains 2,087,833 entities, 58 relations, and 5,748,411 triples.

ilievski2020

Ilievski, F., Szekely, P., & Zhang, B. (2020). CSKG: The CommonSense Knowledge Graph. arxiv, 2012.11490.

Initialize the CSKG dataset from [ilievski2020].

Parameters

  • create_inverse_triples (bool) – Should inverse triples be created? Defaults to false.

  • random_state (Union[None, str, Generator]) – The random seed to use in splitting the dataset. Defaults to 0.

  • kwargs – keyword arguments passed to pykeen.datasets.base.SingleTabbedDataset.