Once enabled, Intel® Extension for Scikit-Learn* will seamlessly accelerate your existing scikit-learn* package. Please note that if you already have one of the latest versions of the scikit-learn* package installed, you do not need to remove or re-install it.
We recommend you to use Intel® Extension for Scikit-Learn* instead of daal4py. All future updates for these patches for scikit-learn* will be available only in Intel® Extension for Scikit-learn. Previously, these scikit-learn patch optimizations were available through daal4py, the Python API for Intel® oneAPI Data Analytics Library. This extension package dynamically patches scikit-learn estimators to use Intel® oneAPI Data Analytics Library ( oneDAL) as the underlying solver, while achieving the speed up for your machine learning algorithms. Designed for data scientists, Intel® Extension for Scikit-Learn* is a seamless way to speed up your Scikit-learn applications for machine learning to solve real-world problems.
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