.. _sphx_glr_emd_tutorials_01_sifting:

Sifting
=======

How to use and configure the different versions of the sift algorithm.



.. raw:: html

    <div class="sphx-glr-thumbnails">


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    <div class="sphx-glr-thumbcontainer" tooltip="Intro to the sift">

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  .. image:: /emd_tutorials/01_sifting/images/thumb/sphx_glr_emd_tutorial_01_sift_01_siftintro_thumb.png
    :alt:

  :ref:`sphx_glr_emd_tutorials_01_sifting_emd_tutorial_01_sift_01_siftintro.py`

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      <div class="sphx-glr-thumbnail-title">Intro to the sift</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="We will take a look at each of these steps in turn using a simulated time-series.">

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  .. image:: /emd_tutorials/01_sifting/images/thumb/sphx_glr_emd_tutorial_01_sift_02_siftindetail_thumb.png
    :alt:

  :ref:`sphx_glr_emd_tutorials_01_sifting_emd_tutorial_01_sift_02_siftindetail.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">The sift in detail</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Ensemble sifting">

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  .. image:: /emd_tutorials/01_sifting/images/thumb/sphx_glr_emd_tutorial_01_sift_03_ensemblesift_thumb.png
    :alt:

  :ref:`sphx_glr_emd_tutorials_01_sifting_emd_tutorial_01_sift_03_ensemblesift.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Ensemble sifting</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Masked sifting">

.. only:: html

  .. image:: /emd_tutorials/01_sifting/images/thumb/sphx_glr_emd_tutorial_01_sift_04_masksift_thumb.png
    :alt:

  :ref:`sphx_glr_emd_tutorials_01_sifting_emd_tutorial_01_sift_04_masksift.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Masked sifting</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This tutorial introduces iterated masking EMD (itEMD), a recent sifting method that automates m...">

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  .. image:: /emd_tutorials/01_sifting/images/thumb/sphx_glr_emd_tutorial_01_sift_05_iterated_masksift_thumb.png
    :alt:

  :ref:`sphx_glr_emd_tutorials_01_sifting_emd_tutorial_01_sift_05_iterated_masksift.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Iterated Masked sifting</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="SiftConfig Specification">

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  .. image:: /emd_tutorials/01_sifting/images/thumb/sphx_glr_emd_tutorial_01_sift_06_siftconfig_thumb.png
    :alt:

  :ref:`sphx_glr_emd_tutorials_01_sifting_emd_tutorial_01_sift_06_siftconfig.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">SiftConfig Specification</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /emd_tutorials/01_sifting/emd_tutorial_01_sift_01_siftintro
   /emd_tutorials/01_sifting/emd_tutorial_01_sift_02_siftindetail
   /emd_tutorials/01_sifting/emd_tutorial_01_sift_03_ensemblesift
   /emd_tutorials/01_sifting/emd_tutorial_01_sift_04_masksift
   /emd_tutorials/01_sifting/emd_tutorial_01_sift_05_iterated_masksift
   /emd_tutorials/01_sifting/emd_tutorial_01_sift_06_siftconfig