:orphan:
.. _Examples:
Examples
===============
📖
.. note::
The examples are selected to show how to use ``lightkde`` and to illustrate some
cases where it outperforms rule-of-thumb bandwidth selection based approaches
like ``scipy.stats.gaussian_kde``. For many cases, the rule-of-thumb bandwidth
selection approaches work well.
.. raw:: html
.. raw:: html
.. only:: html
.. image:: /auto_examples/images/thumb/sphx_glr_plot_bimodal_kde_1d_thumb.png
:alt: 1D bimodal example
:ref:`sphx_glr_auto_examples_plot_bimodal_kde_1d.py`
.. raw:: html
1D bimodal example
.. raw:: html
.. only:: html
.. image:: /auto_examples/images/thumb/sphx_glr_plot_truncated_unimodal_kde_1d_thumb.png
:alt: 1D truncated unimodal example
:ref:`sphx_glr_auto_examples_plot_truncated_unimodal_kde_1d.py`
.. raw:: html
1D truncated unimodal example
.. raw:: html
.. only:: html
.. image:: /auto_examples/images/thumb/sphx_glr_plot_bimodal_kde_2d_thumb.png
:alt: 2D bimodal example
:ref:`sphx_glr_auto_examples_plot_bimodal_kde_2d.py`
.. raw:: html
2D bimodal example
.. raw:: html
.. only:: html
.. image:: /auto_examples/images/thumb/sphx_glr_plot_truncated_unimodal_kde_2d_thumb.png
:alt: 2D truncated unimodal example
:ref:`sphx_glr_auto_examples_plot_truncated_unimodal_kde_2d.py`
.. raw:: html
2D truncated unimodal example
.. raw:: html
.. toctree::
:hidden:
/auto_examples/plot_bimodal_kde_1d
/auto_examples/plot_truncated_unimodal_kde_1d
/auto_examples/plot_bimodal_kde_2d
/auto_examples/plot_truncated_unimodal_kde_2d