.. ******************************************************************************
.. * Copyright 2021 Intel Corporation
.. *
.. * Licensed under the Apache License, Version 2.0 (the "License");
.. * you may not use this file except in compliance with the License.
.. * You may obtain a copy of the License at
.. *
.. *     http://www.apache.org/licenses/LICENSE-2.0
.. *
.. * Unless required by applicable law or agreed to in writing, software
.. * distributed under the License is distributed on an "AS IS" BASIS,
.. * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
.. * See the License for the specific language governing permissions and
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.. _kaggle:

Kaggle Kernels
--------------------

Check out Kaggle notebooks created by |intelex| developers.

.. rubric:: Acceleration

`Introduction to scikit-learn-intelex <https://www.kaggle.com/code/lordozvlad/introduction-to-scikit-learn-intelex/notebook>`_
provides a summary of the speedup you can achieve with |intelex|.

.. rubric:: Machine Learning Workflows

Browse this chapter to find Kaggle kernels that use scikit-learn-intelex for a specific type of a machine learning task.

Kaggle kernels that use scikit-learn and |intelex|:

.. toctree::

   Classification Tasks <kaggle/classification.rst>
   Regression Tasks <kaggle/regression.rst>

Kaggle kernels that use AutoML with |intelex|:

.. toctree::

   AutoML Workflows <kaggle/automl.rst>