:orphan:

.. _general_examples:

Examples
========

Here you can find some introductory examples about the algorithms implemented in
this package. It may help you understand how to use the implementations of
these algorithms as well as what these algorithms do.



.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how you can plot a single time series. ">

.. only:: html

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

        :ref:`sphx_glr_auto_examples_plot_ts.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_ts

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how you can transform a time series into a Markov Transition Field using :cl...">

.. only:: html

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

        :ref:`sphx_glr_auto_examples_plot_mtf.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_mtf

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how you can transform a time series into a Recurrence Plot using :class:`pyt...">

.. only:: html

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

        :ref:`sphx_glr_auto_examples_plot_rp.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_rp

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how you can decompose a time series into several time series using :class:`p...">

.. only:: html

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

        :ref:`sphx_glr_auto_examples_plot_ssa.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_ssa

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how you can transform a time series into a Gramian Angular Field using :clas...">

.. only:: html

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

        :ref:`sphx_glr_auto_examples_plot_gaf.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_gaf

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how the BOSS algorithm transforms a time series of real numbers into a seque...">

.. only:: html

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

        :ref:`sphx_glr_auto_examples_plot_boss.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_boss

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how to compute and visualize the optimal path when computing the Dynamic Tim...">

.. only:: html

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

        :ref:`sphx_glr_auto_examples_plot_dtw.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_dtw

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how you can approximate a time series using :class:`pyts.approximation.PAA`....">

.. only:: html

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

        :ref:`sphx_glr_auto_examples_plot_paa.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_paa

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how you can transform a quantized time series (i.e. a time series represente...">

.. only:: html

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

        :ref:`sphx_glr_auto_examples_plot_bow.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_bow

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how the WEASEL algorithm transforms a time series of real numbers into a seq...">

.. only:: html

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

        :ref:`sphx_glr_auto_examples_plot_weasel.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_weasel

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how the SAXVSM algorithm transforms a dataset consisting of time series and ...">

.. only:: html

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

        :ref:`sphx_glr_auto_examples_plot_saxvsm.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_saxvsm

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how the BOSSVS algorithm transforms a dataset consisting of time series and ...">

.. only:: html

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

        :ref:`sphx_glr_auto_examples_plot_bossvs.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_bossvs

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how to compute and visualize the optimal path when computing the Fast Dynami...">

.. only:: html

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

        :ref:`sphx_glr_auto_examples_plot_fastdtw.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_fastdtw

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how you can approximate a time series using only some of its Fourier coeffic...">

.. only:: html

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

        :ref:`sphx_glr_auto_examples_plot_dft.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_dft

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how you can quantize a time series (i.e. transform a sequence of real number...">

.. only:: html

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

        :ref:`sphx_glr_auto_examples_plot_sax.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_sax

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how the MCB algorithm transforms a dataset of time series of real numbers in...">

.. only:: html

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

        :ref:`sphx_glr_auto_examples_plot_mcb.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_mcb

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how to use the classifiers from :mod:`pyts.classification`. If you are famil...">

.. only:: html

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

        :ref:`sphx_glr_auto_examples_plot_classifiers.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_classifiers
.. raw:: html

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



.. only :: html

 .. container:: sphx-glr-footer


  .. container:: sphx-glr-download

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



  .. container:: sphx-glr-download

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


.. only:: html

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

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