Intel® Extension for Scikit-learn* is happy to introduce 2024.0.1 release!
🚨 What's New
- New Intel(R) Extension for Scikit-learn* functionality:
- Linear Regression and ensemble algorithms are moved out of preview namespace
- New Model Builders functionality:
- SHAP calculation is added to GBT regression
🔨 Library Engineering
- Added Python 3.12 support for daal4py and Intel(R) Extension for Scikit-learn* packages
📚 Support Materials
Faster XGBoost*, LightGBM, and CatBoost Inference on the CPU
PS-S3-Ep23-with-scikit-learn-intelex
pss3e23 fusion_model with scikit-learn-intelex
PS S3E25: Faster regression tuning with sklearnex
🔀 Adoption
Acknowledgements
Thanks to everyone who helped us make 2024.0.1 release possible!
@Alexsandruss, @icfaust, @napetrov, @ahuber21, @ethanglaser, @samir-nasibli, @aepanchi, @olegkkruglov, @razdoburdin, @KulikovNikita, @maria-Petrova, @avolkov-intel