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- W4320813702 abstract "This paper introduces pyRDF2Vec, a Python software package that reimplements the well-known RDF2Vec algorithm along with several of its extensions. By making the algorithm available in the most popular data science language, and by bundling all extensions into a single place, the use of RDF2Vec is simplified for data scientists. The package is released under a MIT license and structured in such a way to foster further research into sampling, walking, and embedding strategies, which are vital components of the RDF2Vec algorithm. Several optimisations have been implemented in texttt{pyRDF2Vec} that allow for more efficient walk extraction than the original algorithm. Furthermore, best practices in terms of code styling, testing, and documentation were applied such that the package is future-proof as well as to facilitate external contributions." @default.
- W4320813702 created "2023-02-15" @default.
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- W4320813702 date "2022-05-04" @default.
- W4320813702 modified "2023-09-29" @default.
- W4320813702 title "pyRDF2Vec: A Python Implementation and Extension of RDF2Vec" @default.
- W4320813702 doi "https://doi.org/10.48550/arxiv.2205.02283" @default.
- W4320813702 hasPublicationYear "2022" @default.
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