pyRDF2Vec 0.2.2

0.2.2 (2021-04-02)

🚀 Features

• Add a first support of FastText as embedding technique.

Fixed

• Fix the size hyperparameter by vector_size of the default dictionary in the Word2Vec class.
• Fix random determinism with walking strategies.
• Fix the calculation of walks for duplicate entities in a file.
• Fix the total recovery of entities, walks, literals and embeddings of a model after multiple online learning.

Added

• Add the _update private method in the RDF2VecTransformer class.
• Add the md5_bytes attribute in the CommuniWalker, HALKWalker, RandomWalker, and WLWalker classes to hash or not an object in MD5 and with how many bytes to keep.

Changed

• Replace the extract method in the Walker to returns a list of entities with their walks instead of a list of walks.