.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_examples/plot_transformer.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        :ref:`Go to the end <sphx_glr_download_auto_examples_plot_transformer.py>`
        to download the full example code.

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_auto_examples_plot_transformer.py:


=============================
Plotting Template Transformer
=============================

An example plot of :class:`skltemplate.template.TemplateTransformer`

.. GENERATED FROM PYTHON SOURCE LINES 8-28



.. image-sg:: /auto_examples/images/sphx_glr_plot_transformer_001.png
   :alt: Plots of original and transformed data
   :srcset: /auto_examples/images/sphx_glr_plot_transformer_001.png
   :class: sphx-glr-single-img





.. code-block:: Python

    import numpy as np
    from matplotlib import pyplot as plt

    from skltemplate import TemplateTransformer

    X = np.arange(50, dtype=np.float64).reshape(-1, 1)
    X /= 50
    estimator = TemplateTransformer()
    X_transformed = estimator.fit_transform(X)

    plt.plot(X.flatten(), label="Original Data")
    plt.plot(X_transformed.flatten(), label="Transformed Data")
    plt.title("Plots of original and transformed data")

    plt.legend(loc="best")
    plt.grid(True)
    plt.xlabel("Index")
    plt.ylabel("Value of Data")

    plt.show()


.. rst-class:: sphx-glr-timing

   **Total running time of the script:** (0 minutes 0.062 seconds)


.. _sphx_glr_download_auto_examples_plot_transformer.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example

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

      :download:`Download Jupyter notebook: plot_transformer.ipynb <plot_transformer.ipynb>`

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

      :download:`Download Python source code: plot_transformer.py <plot_transformer.py>`


.. only:: html

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

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