Intel® Extension for Scikit-learn* is happy to introduce 2024.3.0 release!
:rotating_light: What's New
* Introduced new Intel® Extension for Scikit-learn* functionality:
* `model_selection` in sklearnex namespace
* SPMD backend library is separated from dpc backend
* PCA algorithm is moved out of preview namespace
* Improved Intel® Extension for Scikit-learn* performance for the following algorithms:
* PCA
:beetle: Bug Fixes
* Fix `test_patching` routines for intelex-only sklearnex estimators
* Update sklearnex init based on SPMD backend changes
* Fix import error by adding conditional check of `OFF_ONEDAL_IFACE` flag when importing onedal
:x: Deprecation Notice
* Sklearn estimators in onedal4py `LinReg` and `k-Means` algorithms is deprecated for usage
Acknowledgements
Thanks to everyone who helped us make 2024.3.0 release possible!
Alexsandruss, Alexandr-Solovev, Vika-F, icfaust, napetrov, ahuber21, ethanglaser, samir-nasibli, aepanchi, olegkkruglov, razdoburdin, maria-Petrova, avolkov-intel, md-shafiul-alam
**Full Changelog**: https://github.com/intel/scikit-learn-intelex/compare/2024.2.0...2024.3.0