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pyRDF2Vec 0.2.3

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@rememberYou rememberYou released this 09 Jun 10:55
0.2.3
a1029a4
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rememberYou Terencio Agozzino
GPG key ID: 208FCDBB98190562
Learn about vigilant mode.

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.
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