Source code for pykeen.datasets.umls

# -*- coding: utf-8 -*-

"""Get triples from the UMLS dataset."""

import pathlib

from docdata import parse_docdata

from ..base import PathDataset

__all__ = [

HERE = pathlib.Path(__file__).resolve().parent

UMLS_TRAIN_PATH = HERE.joinpath("train.txt")
UMLS_TEST_PATH = HERE.joinpath("test.txt")
UMLS_VALIDATE_PATH = HERE.joinpath("valid.txt")

[docs]@parse_docdata class UMLS(PathDataset): """The UMLS dataset. --- name: Unified Medical Language System statistics: entities: 135 relations: 46 training: 5216 testing: 661 validation: 652 triples: 6529 citation: author: Zhenfeng Lei year: 2017 github: ZhenfengLei/KGDatasets """ def __init__(self, create_inverse_triples: bool = False, **kwargs): """Initialize the UMLS dataset. :param create_inverse_triples: Should inverse triples be created? Defaults to false. :param kwargs: keyword arguments passed to :class:`pykeen.datasets.base.PathDataset`. """ super().__init__( training_path=UMLS_TRAIN_PATH, testing_path=UMLS_TEST_PATH, validation_path=UMLS_VALIDATE_PATH, create_inverse_triples=create_inverse_triples, **kwargs, )
if __name__ == "__main__": UMLS().summarize()