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.. * Copyright 2020 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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.. *******************************************************************************/

.. _analysis:

Analysis
========

.. toctree::
   :maxdepth: 1

   algorithms/kmeans/k-means-clustering.rst
   algorithms/dbscan/index.rst
   algorithms/covariance/correlation-and-variance-covariance-matrices.rst
   algorithms/pca/principal-component-analysis.rst
   algorithms/pca/transform.rst
   algorithms/svd/singular-value-decomposition.rst
   algorithms/association_rules/association-rules.rst
   algorithms/kernel_function/kernel-functions.rst
   algorithms/em/expectation-maximization.rst
   algorithms/cholesky/cholesky.rst
   algorithms/qr/qr-decomposition.rst
   algorithms/outlier_detection/index.rst
   algorithms/distance/index.rst
   algorithms/distributions/index.rst
   algorithms/engines/index.rst
   algorithms/moments/moments-of-low-order.rst
   algorithms/quantiles/index.rst
   algorithms/quality_metrics/index.rst
   algorithms/sorting/index.rst
   algorithms/normalization/index.rst

.. toctree::
   :maxdepth: 3
   :caption: Optimization Solvers

   algorithms/optimization-solvers/optimization-solvers.rst