.. 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
.. limitations under the License.

.. _kaggle:

####################
Kaggle Kernels
####################

See Kaggle notebooks created by |intelex| developers.

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|.

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>