OWL2Vec* v0.1.0
·
52 commits
to master
since this release
Version used to compute the results in the Machine Learning journal paper:
Jiaoyan Chen, Pan Hu, Ernesto Jimenez-Ruiz, Ole Magnus Holter, Denvar Antonyrajah, and Ian Horrocks. OWL2Vec*: Embedding of OWL ontologies. Machine Learning, Springer, 2021
The codes in this version have been tested with
Python 3.7
RDFLib 4.2.2
gensim 3.8.0 (Note that gensim 4.x brings important changes)
scikit-learn 0.21.2
nltk 3.5
OWLready2 0.25
Codes under rdf2vec/, which mainly implement walking strategies over RDF graph, come from pyRDF2Vec (version 0.0.3, accessed in 03/2020), with some updates made.