pyRDF2Vec 0.2.3

0.2.3 (2021-06-09)

🚀 Features

• Add the skip_verify attribute to the KG class to skip or not the verification of the entity existence with remote Knowledge Graphs (default to skip_verify=False).
• Add WideSampler as a new sampling strategy.
• Add SplitWalker as a new walking strategy.

Fixed

• Fix the installation dependencies with poetry.
• Fix the cache memory for local Knowledge Graphs.
• Fix validation URL for remote Knowledge Graphs.
• Fix the HALKWalker walking strategy.
• Fix the DFS algorithm of RandomWalker and CommunityWalker to return duplicate walks and prevent a different number of walks for the entities.
• Fix the walk extraction with the with_reverse parameter for the different walking strategies.

Added

• Add the _post_extract private method in the Walker class for a post processing of walks by a walking strategy.

Changed

• Replace the default minimum frequency thresholds of a hop to keep with HALKWalker (0.001 -> 0.01).
• Drop support for Python 3.7.0
• Remove negative=20 and vector_size=500 for Word2Vec.