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        float: left;
        margin: 10px;
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        width: 180px;
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.. _book_fig_chapter6:

Chapter 6: Searching for Structure in Point Data
------------------------------------------------
This chapter covers high-dimensional point statistics, including density
estimation, clustering, and correlation functions.




.. toctree::
   :maxdepth: 2






.. toctree::
   :hidden:

   ./fig_hist_to_kernel

   ./fig_kernels

   ./fig_great_wall_KDE

   ./fig_great_wall

   ./fig_density_estimation

   ./fig_EM_metallicity

   ./fig_great_wall_GMM

   ./fig_GMM_density_estimation

   ./fig_GMM_nclusters

   ./fig_GMM_clone

   ./fig_XD_example

   ./fig_stellar_XD

   ./fig_kmeans_metallicity

   ./fig_meanshift_metallicity

   ./fig_great_wall_MST

   ./fig_corr_diagram

   ./fig_correlation_function



.. figure:: ./../images/chapter6/fig_hist_to_kernel_1_thumb.png
    :target: ./fig_hist_to_kernel.html
    :align: center

    :ref:`book_fig_chapter6_fig_hist_to_kernel`

.. figure:: ./../images/chapter6/fig_kernels_1_thumb.png
    :target: ./fig_kernels.html
    :align: center

    :ref:`book_fig_chapter6_fig_kernels`

.. figure:: ./../images/chapter6/fig_great_wall_KDE_1_thumb.png
    :target: ./fig_great_wall_KDE.html
    :align: center

    :ref:`book_fig_chapter6_fig_great_wall_KDE`

.. figure:: ./../images/chapter6/fig_great_wall_1_thumb.png
    :target: ./fig_great_wall.html
    :align: center

    :ref:`book_fig_chapter6_fig_great_wall`

.. figure:: ./../images/chapter6/fig_density_estimation_1_thumb.png
    :target: ./fig_density_estimation.html
    :align: center

    :ref:`book_fig_chapter6_fig_density_estimation`

.. figure:: ./../images/chapter6/fig_EM_metallicity_1_thumb.png
    :target: ./fig_EM_metallicity.html
    :align: center

    :ref:`book_fig_chapter6_fig_EM_metallicity`

.. figure:: ./../images/chapter6/fig_great_wall_GMM_1_thumb.png
    :target: ./fig_great_wall_GMM.html
    :align: center

    :ref:`book_fig_chapter6_fig_great_wall_GMM`

.. figure:: ./../images/chapter6/fig_GMM_density_estimation_1_thumb.png
    :target: ./fig_GMM_density_estimation.html
    :align: center

    :ref:`book_fig_chapter6_fig_GMM_density_estimation`

.. figure:: ./../images/chapter6/fig_GMM_nclusters_1_thumb.png
    :target: ./fig_GMM_nclusters.html
    :align: center

    :ref:`book_fig_chapter6_fig_GMM_nclusters`

.. figure:: ./../images/chapter6/fig_GMM_clone_1_thumb.png
    :target: ./fig_GMM_clone.html
    :align: center

    :ref:`book_fig_chapter6_fig_GMM_clone`

.. figure:: ./../images/chapter6/fig_XD_example_1_thumb.png
    :target: ./fig_XD_example.html
    :align: center

    :ref:`book_fig_chapter6_fig_XD_example`

.. figure:: ./../images/chapter6/fig_stellar_XD_1_thumb.png
    :target: ./fig_stellar_XD.html
    :align: center

    :ref:`book_fig_chapter6_fig_stellar_XD`

.. figure:: ./../images/chapter6/fig_kmeans_metallicity_1_thumb.png
    :target: ./fig_kmeans_metallicity.html
    :align: center

    :ref:`book_fig_chapter6_fig_kmeans_metallicity`

.. figure:: ./../images/chapter6/fig_meanshift_metallicity_1_thumb.png
    :target: ./fig_meanshift_metallicity.html
    :align: center

    :ref:`book_fig_chapter6_fig_meanshift_metallicity`

.. figure:: ./../images/chapter6/fig_great_wall_MST_1_thumb.png
    :target: ./fig_great_wall_MST.html
    :align: center

    :ref:`book_fig_chapter6_fig_great_wall_MST`

.. figure:: ./../images/chapter6/fig_corr_diagram_1_thumb.png
    :target: ./fig_corr_diagram.html
    :align: center

    :ref:`book_fig_chapter6_fig_corr_diagram`

.. figure:: ./../images/chapter6/fig_correlation_function_1_thumb.png
    :target: ./fig_correlation_function.html
    :align: center

    :ref:`book_fig_chapter6_fig_correlation_function`





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