Extension for Scikit-learn* 2025.8.0

Extension for Scikit-learn* is happy to introduce 2025.8.0 release!

🚨 What's New

• Introduced new Extension for Scikit-learn* functionality:
  • Enabled array API support in DBSCAN
  • Enabled array API support in BasicStatistics, LinearRegression, Ridge algorithms and their incremental variants
  • Added parameters for covariance and PCA controlling batched vs. non-batched route
  • Enabled common verbosity arguments for pytest

🪲 Bug Fixes

• Fixed incorrect type castings and mismatched operators
• Fixed double division of logistic model regularization by sum of weights
• Fixed incorrect processing of logistic regularization when passed to sklearn
• GPU version of Logistic Regression now returns a correct shape of probabilities

Acknowledgements

Thanks to everyone who helped us make 2025.8.0 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

New Contributors

• @KateBlueSky made their first contribution in #2640

Full Changelog: 2025.7.0...2025.8.0