The release of Intel® Extension for Scikit-learn 2023.2.0 introduces the following changes:
❌ Deprecation Notice
- The compression functionality in the Intel® oneDAL library is deprecated. Starting with the 2024.0 release, oneDAL will not support the compression functionality
- The DAAL CPP SYCL Interfaces in the Intel® oneDAL library are deprecated. Starting with the 2024.0 release, oneDAL will not support the DAAL CPP SYCL Interfaces
- The Java* interfaces in the Intel® oneDAL library are marked as deprecated. The future releases of the oneDAL library may no longer include support for these Java* interfaces
- ABI compatibility is to be broken as part of the 2024.0 release of Intel® oneDAL. The library’s major version is to be incremented to two to enforce the relinking of existing applications
- macOS* support is deprecated for oneDAL. The 2023.x releases are the last to provide it
🛠️ Library Engineering
- CSR tables interface has been changed and moved from detail namespace
🚨 What's New
- Introduced new Intel® oneDAL functionality:
- Distributed KMeans++ algorithm
- Logistic Loss objective algorithm
- Introduced new functionality for Intel® Extension for Scikit-learn:
- NaN(missing values) support was added to Model Builders
- Improved performance for the following Intel® Extension for Scikit-learn algorithms:
- Model Builders performance has been improved up to 2x