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.. _general_examples:

General examples
================

Introductory examples.



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    <div class="sphx-glr-thumbcontainer" tooltip="Let&#x27;s start with a simple example that could be perfectly expressed using a :class:`Pipeline`. ...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_1_example_two_nodes_in_linear_sequence_thumb.png

        :ref:`sphx_glr_auto_examples_plot_1_example_two_nodes_in_linear_sequence.py`

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    </div>


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   /auto_examples/plot_1_example_two_nodes_in_linear_sequence

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    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how to use :class:`GridSearchCv` with **PipeGraph** to effectively fit the b...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_2_example_added_gridsearchcv_thumb.png

        :ref:`sphx_glr_auto_examples_plot_2_example_added_gridsearchcv.py`

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    </div>


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   /auto_examples/plot_2_example_added_gridsearchcv

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    <div class="sphx-glr-thumbcontainer" tooltip="We continue demonstrating several interesting features:  1. How the user can choose to encapsul...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_8_example_DemuxModelsMux_thumb.png

        :ref:`sphx_glr_auto_examples_plot_8_example_DemuxModelsMux.py`

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    </div>


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   /auto_examples/plot_8_example_DemuxModelsMux

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    <div class="sphx-glr-thumbcontainer" tooltip="We continue demonstrating several interesting features:  1. How the user can choose to encapsul...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_7_example_DemuxModelsMux_thumb.png

        :ref:`sphx_glr_auto_examples_plot_7_example_DemuxModelsMux.py`

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    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_7_example_DemuxModelsMux

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    <div class="sphx-glr-thumbcontainer" tooltip="We continue demonstrating several interesting features:  1. How the user can choose to encapsul...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_10_example_DemuxModelsMux_thumb.png

        :ref:`sphx_glr_auto_examples_plot_10_example_DemuxModelsMux.py`

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    </div>


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   /auto_examples/plot_10_example_DemuxModelsMux

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    <div class="sphx-glr-thumbcontainer" tooltip="An imaginative layout using a classifier to predict the cluster labels and fitting a separate m...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_5_example_Demultiplexer_Multiplexer_thumb.png

        :ref:`sphx_glr_auto_examples_plot_5_example_Demultiplexer_Multiplexer.py`

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    </div>


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   /auto_examples/plot_5_example_Demultiplexer_Multiplexer

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    <div class="sphx-glr-thumbcontainer" tooltip="A set of classifiers is combined as input to a neural network. Additionally, the scaled inputs ...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_4_example_combination_of_classifiers_thumb.png

        :ref:`sphx_glr_auto_examples_plot_4_example_combination_of_classifiers.py`

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    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_4_example_combination_of_classifiers

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    <div class="sphx-glr-thumbcontainer" tooltip="We continue demonstrating several interesting features:  1. How the user can choose to encapsul...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_9_example_DemuxModelsMux_thumb.png

        :ref:`sphx_glr_auto_examples_plot_9_example_DemuxModelsMux.py`

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    </div>


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   /auto_examples/plot_9_example_DemuxModelsMux

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    <div class="sphx-glr-thumbcontainer" tooltip="- The shape of the graph is not a linear sequence as those that can be implemented using Pipeli...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_3_example_varying_sample_weights_thumb.png

        :ref:`sphx_glr_auto_examples_plot_3_example_varying_sample_weights.py`

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    </div>


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   :hidden:

   /auto_examples/plot_3_example_varying_sample_weights

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    <div class="sphx-glr-thumbcontainer" tooltip="A demonstration of several interesting features will be done in the following examples:  1. How...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_6_example_DemuxModelsMux_thumb.png

        :ref:`sphx_glr_auto_examples_plot_6_example_DemuxModelsMux.py`

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    </div>


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   /auto_examples/plot_6_example_DemuxModelsMux

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    <div class="sphx-glr-thumbcontainer" tooltip=" A two step PipeGraph is built by embedding a clustering algorithm such as Kmeans followed by  ...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_Finding_Number_of_clusters_thumb.png

        :ref:`sphx_glr_auto_examples_plot_Finding_Number_of_clusters.py`

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    </div>


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   :hidden:

   /auto_examples/plot_Finding_Number_of_clusters
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    <div style='clear:both'></div>



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 .. container:: sphx-glr-footer
    :class: sphx-glr-footer-gallery


  .. container:: sphx-glr-download

    :download:`Download all examples in Python source code: auto_examples_python.zip <//home/circleci/PipeGraph/doc/auto_examples/auto_examples_python.zip>`



  .. container:: sphx-glr-download

    :download:`Download all examples in Jupyter notebooks: auto_examples_jupyter.zip <//home/circleci/PipeGraph/doc/auto_examples/auto_examples_jupyter.zip>`


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 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.readthedocs.io>`_