Extension for Scikit-learn* 2025.9.0

Extension for Scikit-learn* is happy to introduce 2025.9.0 release!

🚨 What's New

• Introduced new Extension for Scikit-learn* functionality:
  • Enabled SPMD API support in kNN search
  • Enabled array API support in the PCA, EmpiricialCovariance and their incremental variants

🪲 Bug Fixes

• Fixed error on decision function with GPU arrays
• Fixed re-usage of non-reusable daal4py objects
• Prevented Logistic Regression from turning to inf in predictions

Acknowledgements

Thanks to everyone who helped us make 2025.9.0 release possible!

@Alexsandruss, @Alexandr-Solovev, @Vika-F, @david-cortes-intel, @icfaust, @napetrov, @maria-Petrova, @homksei, @ahuber21, @ethanglaser, @razdoburdin, @avolkov-intel, @KateBlueSky, @yuejiaointel, @DDJHB, @kjackiew, @richardnorth3

Full Changelog: 2025.8.0...2025.9.0