pyRDF2Vec: A Python Implementation and Extension of RDF2Vec

This paper introduces pyRDF2Vec, a Python software package that reimplements the well-known RDF2Vec algorithm along with several of its extensions. By making available in most popular data science language, and by bundling all extensions into single place, use is simplified for scientists. The released under an MIT license structured such way to foster further research sampling, walking, embedding strategies, which are vital components algorithm. Several optimisations have been implemented pyRDF2Vec allow more efficient walk extraction than original Furthermore, best practices terms code styling, testing, documentation were applied future-proof as well facilitate external contributions.