The release of Intel® Extension for Scikit-learn 2023.0 introduces the following changes:
🚨 What's New
- Introduced new Intel® oneDAL functionality:
- DPC++ interface for Linear Regression algorithm
❗ Known Issues
- Intel® Extension for Scikit-learn SVC.fit and KNN.fit do not support GPU
- Most Intel® Extension for Scikit-learn sycl examples fail when using GPU context
- Running the Random Forest algorithm with versions 2021.7.1 and 2023.0 of scikit-learn-intelex on the 2nd Generation Intel® Xeon® Scalable Processors, formerly Cascade Lake may result in an 'Illegal instruction' error.
- No workaround is currently available for this issue.
- Recommendation: Use an older version of scikit-learn-intelex until the issue is fixed in a future release.