Other Non-Scikit-Learn Algorithms

In addition to the extension estimators in module sklearnex, module daal4py offers Python bindings over some additional machine learning algorithms in the oneAPI Data Analytics Library that have not been implemented by scikit-learn, albeit through a lower-level interface than sklearnex which does not follow the conventions from scikit-learn.

See About daal4py for more details about this module.

List of additional machine learning algorithms offered through daal4py:

• Association rules

• Implicit ALS

• BACON Outlier Detection

• Stump Regression

• BrownBoost classification