Extension for Scikit-learn* 2025.5.0

Extension for Scikit-learn* is happy to introduce 2025.5.0 release!

🚨 What's New

• Introduced new Extension for Scikit-learn* functionality:
  • Add new parameters for linear regression
  • Accelerated array_api inputs for sklearnex's validate_data and _check_sample_weight
  • Model builders can now work with XGBoost regression models that involve link functions
  • XGBoost model objects don't get invalidated after converting them to daal4py
  • There's now a class with .predict() for logistic regression model builder

🪲 Bug Fixes

• Normalized Decision Tree .values attribute to match sklearn
• Fixed incorrect scale of base_score being used for XGB regression objectives
• Fixed csr k-Means Init offloading when SYCL CPU device is unavailable

Acknowledgements

Thanks to everyone who helped us make 2025.5.0 release possible!

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

New Contributors

• @tanannie22 made their first contribution in #2343

Full Changelog: 2025.4.0...2025.5.0