Intel® Extension for Scikit-learn* is happy to introduce 2024.4.0 release!
:rotating_light: What's New
* Introduced new Intel® Extension for Scikit-learn* functionality:
* `IncrementalBasicStatistics` interface
* Added `_n_inner_iter` attribute for Logistic Regression
* Added `assume_centered` capability to `EmpiricalCovariance`
* Improved Intel® Extension for Scikit-learn* performance for the following algorithms:
* PCA
:beetle: Bug Fixes
* Fix `sample_weight` check for `IncrementalBasicStatistics`
* Fix dpnp/dpctl slowdown in `fit` method of neighbors algorithms
Acknowledgements
Thanks to everyone who helped us make 2024.4.0 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**: https://github.com/intel/scikit-learn-intelex/compare/2024.3.0...2024.4.0