Extension for Scikit-learn* 2025.11.0

Extension for Scikit-learn* is happy to introduce 2025.11.0 release!

🚩 Removals and ABI Compatibility

• The following functionality is deprecated and is to be removed in the future releases:
  • Internal dpctl tensor handling functionality

🚨 What's New

• Introduced new Extension for Scikit-learn* functionality:
  • Enabled array API support in ensemble algorithms
  • Enabled array API support in SVM algorithms

🪲 Bug Fixes

• Fixed patching for LogisticRegressionCV
• Separated patching maps from sklearnex and daal4py; fixes in usage unique IDs for patched objects
• Fixed processing of sparse data frames
• Fixes for scikit-learn 1.8 support
• Fixes for numpy 2.4 scalar conversion

Acknowledgements

Thanks to everyone who helped us make 2025.11.0 release possible!

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

Full Changelog: 2025.10.1...2025.11.0