Update docs

docs/auto_examples/example_example.ipynb

-%% Cell type:code id: tags:
-
-``` python
-%matplotlib inline
-```
-
-%% Cell type:markdown id: tags:
-
-
-An Example on writing examples
-==============================
-
-The example docstring will be printed as text along with the code of the example.
-It should contain the desciption of the example code.
-Only examples that begine with plot_* will be run when generating the docs.
-
-%% Cell type:code id: tags:
-
-``` python
-# Code source: Chris Smith
-# Liscense: MIT
-print('I am an example')
-```

docs/auto_examples/example_example.py

-
-"""
-An Example on writing examples
-==============================
-
-The example docstring will be printed as text along with the code of the example.
-It should contain the desciption of the example code.
-Only examples that begine with plot_* will be run when generating the docs.
-
-"""
-
-# Code source: Chris Smith
-# Liscense: MIT
-print('I am an example')

docs/auto_examples/example_example.rst

-
-
-.. _sphx_glr_auto_examples_example_example.py:
-
-
-An Example on writing examples
-==============================
-
-The example docstring will be printed as text along with the code of the example.
-It should contain the desciption of the example code.
-Only examples that begine with plot_* will be run when generating the docs.
-
-
-
-
-.. code-block:: python
-
-
-    # Code source: Chris Smith
-    # Liscense: MIT
-    print('I am an example')
-
-**Total running time of the script:** ( 0 minutes  0.000 seconds)
-
-
-
-.. container:: sphx-glr-footer
-
-
-  .. container:: sphx-glr-download
-
-     :download:`Download Python source code: example_example.py <example_example.py>`
-
-
-
-  .. container:: sphx-glr-download
-
-     :download:`Download Jupyter notebook: example_example.ipynb <example_example.ipynb>`
-
-.. rst-class:: sphx-glr-signature
-
-    `Generated by Sphinx-Gallery <https://sphinx-gallery.readthedocs.io>`_