Intel® Extension for Scikit-learn* 2024.6.0

Intel® Extension for Scikit-learn* is happy to introduce 2024.6.0 release!

🚨 What's New

• Introduced new Intel® Extension for Scikit-learn* functionality:
  • Incremental PCA algorithm
  • NumPy 2.0 support
  • scikit-learn 1.5 support
  • CSR data support in Basic Statistics algorithm

🪲 Bug Fixes

• Fix incorrect numpy to table conversion on Windows
• Fix issues with dpnp/dpctl regressor score method

Acknowledgements

Thanks to everyone who helped us make 2024.6.0 release possible!

@Alexsandruss, @Alexandr-Solovev, @Vika-F, @icfaust, @napetrov, @maria-Petrova, @ahuber21, @ethanglaser, @samir-nasibli, @aepanchi, @emmwalsh, @olegkkruglov, @razdoburdin, @avolkov-intel, @md-shafiul-alam

Full Changelog: 2024.5.0...2024.6.0