/pkg/s/scikit-learn-intelex/scikit-learn-intelex-banner.webp

scikit-learn-intelex 2025.10.1

Intel® Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application.

07-02-2023 260 words 2 minutes 0 views

Contents

Intel® Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application.

Stars: 1326, Watchers: 1326, Forks: 183, Open Issues: 75

The uxlfoundation/scikit-learn-intelex repo was created 7 years ago and the last code push was 6 hours ago.
The project is very popular with an impressive 1326 github stars!

How to Install scikit-learn-intelex

You can install scikit-learn-intelex using pip

pip install scikit-learn-intelex

or add it to a project with poetry

poetry add scikit-learn-intelex

Package Details

Author: Intel Corporation
License: Apache-2.0
Homepage: https://github.com/intel/scikit-learn-intelex
PyPi:: https://pypi.org/project/scikit-learn-intelex/
Documentation:: https://uxlfoundation.github.io/scikit-learn-intelex/
GitHub Repo:: https://github.com/intel/scikit-learn-intelex

Classifiers

Scientific/Engineering
Software Development
System

No scikit-learn-intelex pypi packages just yet.

Errors

A list of common scikit-learn-intelex errors.

Code Examples

Here are some scikit-learn-intelex code examples and snippets.

GitHub Issues

The scikit-learn-intelex package has 75 open issues on GitHub

Minor follow up to test_memory_usage removal
predict_proba results are (wildly) inconsistent between sklearn.svm.SVC and sklearnex.svm.SVC
Does not add package
Clean up onedal4py device offload logic
FIX, DOC, MAINT: Separate patching maps from sklearnex and daal4py, use unique IDs for patched objects
MAINT: move logregnewton-cg CPU solver to preview
sklearn train_test_split index misbehavior
patch_sklearn() ImportError: DLL load failed while importing _daal4py: The specified module could not be found.
MAINT: Fix conda recipe for older python versions
DOC: Add visible warning about not using LogisticRegression in parallel threads
Extend modelbuilders test set
FIX: Make global queue objects thread-local
MAINT: Show sklearn configurations in CI jobs
FIX: Make detection of nested parallelism look only at what joblib modifies
DOC: Document serialization of objects