Extension for Scikit-learn* 2025.7.0

Extension for Scikit-learn* is happy to introduce 2025.7.0 release!

🚨 What's New

• Introduced new Extension for Scikit-learn* functionality:
  • Added support sklearn 1.6 conformance testing
  • Added grain_size hyperparameter into EmpiricalCovariance and PCA algorithms
  • Enabled model conversion from TreeLite

🪲 Bug Fixes

• Minor basic stats quality fixes
• Fixed policy changes for spmd
• Fixed Forest dpctl predict queue misalignment
• Fixed logic to check for existence of different oneDAL libraries

Acknowledgements

Thanks to everyone who helped us make 2025.7.0 release possible!

@Alexsandruss, @Alexandr-Solovev, @Vika-F, @david-cortes-intel, @icfaust, @napetrov, @maria-Petrova, @homksei, @ahuber21, @ethanglaser, @razdoburdin, @avolkov-intel, @yuejiaointel

Full Changelog: 2025.6.1...2025.7.0