:orphan:



.. _sphx_glr_auto_examples:

.. _general_examples:

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

General-purpose and introductory examples for the `seglearn` toolbox.



.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how to use the FeatureRepMix on segmented data.">

.. only:: html

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

     :ref:`sphx_glr_auto_examples_plot_feature_rep_mix_example.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_feature_rep_mix_example

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how the pipeline can be used to perform transformation of time series...">

.. only:: html

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

     :ref:`sphx_glr_auto_examples_plot_lda.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_lda

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This is a basic example using the pipeline to learn a feature representation of the time series...">

.. only:: html

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

     :ref:`sphx_glr_auto_examples_plot_padtrunc.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_padtrunc

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how to load the included smartwatch inertial sensor dataset, and create time...">

.. only:: html

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

     :ref:`sphx_glr_auto_examples_plot_watchdata.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_watchdata

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This is a basic example using a convolutional recurrent neural network to learn segments direct...">

.. only:: html

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

     :ref:`sphx_glr_auto_examples_plot_segment_rep.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_segment_rep

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="In this example, we use the pipeline to learn a continuous time series target with a regressor">

.. only:: html

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

     :ref:`sphx_glr_auto_examples_plot_regression.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_regression

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how to do model selection in a feature representation pipeline using ...">

.. only:: html

 .. figure:: /auto_examples/images/thumb/sphx_glr_plot_model_selection1_thumb.png

     :ref:`sphx_glr_auto_examples_plot_model_selection1.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_model_selection1

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="In this example, we use a feature representation pipeline to forecast a continuous time series ...">

.. only:: html

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

     :ref:`sphx_glr_auto_examples_plot_forecast.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_forecast

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This is a basic example using the pipeline to learn a feature representation of the time series...">

.. only:: html

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

     :ref:`sphx_glr_auto_examples_plot_feature_rep.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_feature_rep

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how to do model selection in a pipeline where segments are learned di...">

.. only:: html

 .. figure:: /auto_examples/images/thumb/sphx_glr_plot_model_selection2_thumb.png

     :ref:`sphx_glr_auto_examples_plot_model_selection2.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_model_selection2

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This is a basic example using a convolutional recurrent neural network to learn segments direct...">

.. only:: html

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

     :ref:`sphx_glr_auto_examples_plot_nn_training_curves.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_nn_training_curves

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This is a basic example using the pipeline to learn resample a time series">

.. only:: html

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

     :ref:`sphx_glr_auto_examples_plot_interp.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_interp

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This examples demonstrates some of the caveats / issues when trying to calculate performance sc...">

.. only:: html

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

     :ref:`sphx_glr_auto_examples_plot_scoring.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_scoring
.. raw:: html

    <div class="sphx-glr-clear"></div>



.. only :: html

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


  .. container:: sphx-glr-download sphx-glr-download-python

    :download:`Download all examples in Python source code: auto_examples_python.zip <//home/david/Code/seglearn/doc/auto_examples/auto_examples_python.zip>`



  .. container:: sphx-glr-download sphx-glr-download-jupyter

    :download:`Download all examples in Jupyter notebooks: auto_examples_jupyter.zip <//home/david/Code/seglearn/doc/auto_examples/auto_examples_jupyter.zip>`


.. only:: html

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

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