: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
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.. 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
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.. 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
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.. 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
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.. 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
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.. 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