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.. * Copyright 2020 Intel Corporation
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.. * 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
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.. _dg_algorithms:

Algorithms
==========

The Algorithms component consists of classes that implement algorithms
for data analysis (data mining) and data modeling (training and prediction).
These algorithms include matrix decompositions, clustering, classification,
and regression algorithms, as well as association rules discovery.


.. toctree::
   :maxdepth: 2

   clustering/index.rst
   covariance/index.rst
   decomposition/index.rst
   ensembles/index.rst
   graph/index.rst
   kernel-functions/index.rst
   logistic-regression/index.rst
   linear-regression/index.rst
   nearest-neighbors/index.rst
   objective-function/index.rst
   optimizers/index.rst
   pairwise-distances/index.rst
   statistics/index.rst
   svm/index.rst