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.. include:: substitutions.rst

.. _non_sklearn_d4p:

Other Non-Scikit-Learn Algorithms
=================================

In addition to the :ref:`extension estimators <extension_estimators>` in module
``sklearnex``, module ``daal4py`` offers Python bindings over some additional
machine learning algorithms in the |onedal| that have not been implemented by
|sklearn|, albeit through a lower-level interface than ``sklearnex`` which does not
follow the conventions from |sklearn|.

See :ref:`about_daal4py` for more details about this module.

List of additional machine learning algorithms offered through ``daal4py``:

- :obj:`Association rules <daal4py.association_rules>`
- :obj:`Implicit ALS <daal4py.implicit_als_training>`
- :obj:`BACON Outlier Detection <daal4py.bacon_outlier_detection>`
- :obj:`Stump Regression <daal4py.stump_regression_training>`
- :obj:`BrownBoost classification <daal4py.brownboost_training>`