ontolearn 0.9.0

We are happy to share with you the first release of 2025: ontolearn v0.9.0.

Installation/upgrade using PyPI:

pip install -U ontolearn

Changes Summary:

• We have added two new models, namely ROCES and NCES2.
• Some major refactoring to knowledge base classes, especially the triplestore knowlege base.
  • Removed some hyperparameters and caching operations from KnowledgeBase.
  • TripleStore and TripleStoreKnowlegeBase merged to a single class.
  • TripleStore knowledge base can now be used by all learners except NCES, NCES2 and ROCES.
  • NCES, NCES2 and ROCES will be adapted soon to use TripleStore knowledge base.
  • Please check PR #510 documentation for additional details.
• Added semantic caching algorithm for OWL reasoners.
• Documentation is updated.
• Fixed some known bugs and made a few optimizations for Drill.

All Changes (+ PRs)

• DRILL shifts the quality computation to triplestore by @Demirrr in #505
• Class expression learning on DBpedia by @Jean-KOUAGOU in #506
• Add ROCES and NCES2 by @Jean-KOUAGOU in #511
• Merging TripleStore and TripleStroreKnowledgeBase, Refactoring and Documentation update by @alkidbaci in #510
• Drill bug fix by @alkidbaci in #513
• Semantic caching algorithm added by @Louis-Mozart in #512
• Docs update and version increase by @alkidbaci in #514
• Final changes before 0.9.0 by @alkidbaci in #517
• Excluded recent tests by @alkidbaci in #519
• New Release: 0.9.0 by @alkidbaci in #518

Full Changelog: 0.8.1...0.9.0