.. _book_fig_chapter6_fig_kernels:


Example Kernels
---------------
Figure 6.2

A comparison of the three kernels used for density estimation in figure 6.3:
the Gaussian kernel (eq. 6.2), the top-hat kernel (eq. 6.3), and the
exponential kernel (eq. 6.4).



.. image:: ../images/chapter6/fig_kernels_1.png
    :scale: 100
    :align: center


.. raw:: html
    
    <div class="toggle_trigger"><a href="#">

**Code output:**

.. raw:: html

    </a></div>
    <div class="toggle_container">

.. literalinclude:: fig_kernels.txt

.. raw:: html

    </div>
    <div class="toggle_trigger" id="start_open"><a href="#">

**Python source code:**

.. raw:: html

    </a></div>
    <div class="toggle_container">

.. literalinclude:: fig_kernels.py
    :lines: 10-

.. raw:: html

    </div>
    <div align="right">

:download:`[download source: fig_kernels.py] <fig_kernels.py>`

.. raw:: html
    
    </div>