:orphan:



.. _sphx_glr_examples_ucb:

UCB Use Case Gallery
====================

Below are examples using UCB catalogs.
Catalog data products are formatted as ``pandas`` data frames and stored in ``HDF5`` files.
Top level catalog files have the list of all candidate detections, point estimates, etc.
In addition, posterior samples for each candidate are stored as separate data frames and grouped together by frequency segments.  There are different catalog products for different LISA observing times.



.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Convert sampling parameters to derived parameters">

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 .. figure:: /examples_ucb/images/thumb/sphx_glr_plot_source_Mc_DL_thumb.png
     :alt: Resampling posteriors

     :ref:`sphx_glr_examples_ucb_plot_source_Mc_DL.py`

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    </div>


.. toctree::
   :hidden:

   /examples_ucb/plot_source_Mc_DL

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    <div class="sphx-glr-thumbcontainer" tooltip="Scatter plot of detections&#x27; point estimates and LISA sensitivity curve.">

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 .. figure:: /examples_ucb/images/thumb/sphx_glr_plot_freq_amp_thumb.png
     :alt: Scatter plots

     :ref:`sphx_glr_examples_ucb_plot_freq_amp.py`

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    </div>


.. toctree::
   :hidden:

   /examples_ucb/plot_freq_amp

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    <div class="sphx-glr-thumbcontainer" tooltip="Plot joint posterior of all catalog sources in galactic coordinates.">

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 .. figure:: /examples_ucb/images/thumb/sphx_glr_plot_source_joint_sky_pdf_thumb.png
     :alt: Joint PDF of sky location

     :ref:`sphx_glr_examples_ucb_plot_source_joint_sky_pdf.py`

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    </div>


.. toctree::
   :hidden:

   /examples_ucb/plot_source_joint_sky_pdf

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Produce corner plots for a single sources&#x27; parameters.">

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 .. figure:: /examples_ucb/images/thumb/sphx_glr_plot_source_parameters_thumb.png
     :alt: Corner plots

     :ref:`sphx_glr_examples_ucb_plot_source_parameters.py`

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    </div>


.. toctree::
   :hidden:

   /examples_ucb/plot_source_parameters

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Locate a source in an updated catalog and compare parameters.">

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 .. figure:: /examples_ucb/images/thumb/sphx_glr_plot_time_evolving_parameters_thumb.png
     :alt: Connecting catalogs

     :ref:`sphx_glr_examples_ucb_plot_time_evolving_parameters.py`

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    </div>


.. toctree::
   :hidden:

   /examples_ucb/plot_time_evolving_parameters

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Create inferred map of the galaxy from chirping binaries">

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 .. figure:: /examples_ucb/images/thumb/sphx_glr_plot_galactic_coordinates_thumb.png
     :alt: 3D map of the galaxy

     :ref:`sphx_glr_examples_ucb_plot_galactic_coordinates.py`

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    </div>


.. toctree::
   :hidden:

   /examples_ucb/plot_galactic_coordinates

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Display pandas tables of catalog meta data, detections, point estimates for their parameters, a...">

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 .. figure:: /examples_ucb/images/thumb/sphx_glr_plot_source_table_thumb.png
     :alt: Parameter tables

     :ref:`sphx_glr_examples_ucb_plot_source_table.py`

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    </div>


.. toctree::
   :hidden:

   /examples_ucb/plot_source_table

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Plot 1-sigma contours of well-localized sources&#x27; sky location in galactic coordinates.">

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 .. figure:: /examples_ucb/images/thumb/sphx_glr_plot_source_sky_ellipses_thumb.png
     :alt: Sky Localization Ellipses

     :ref:`sphx_glr_examples_ucb_plot_source_sky_ellipses.py`

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    </div>


.. toctree::
   :hidden:

   /examples_ucb/plot_source_sky_ellipses

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Plot 2-sigma contours of all sources consistent with input error circle on the sky in galactic ...">

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 .. figure:: /examples_ucb/images/thumb/sphx_glr_plot_sources_in_sky_circle_thumb.png
     :alt: Select Sources in Sky Region

     :ref:`sphx_glr_examples_ucb_plot_sources_in_sky_circle.py`

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    </div>


.. toctree::
   :hidden:

   /examples_ucb/plot_sources_in_sky_circle
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    <div class="sphx-glr-clear"></div>



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 .. container:: sphx-glr-footer
    :class: sphx-glr-footer-gallery


  .. container:: sphx-glr-download sphx-glr-download-python

    :download:`Download all examples in Python source code: examples_ucb_python.zip </examples_ucb/examples_ucb_python.zip>`



  .. container:: sphx-glr-download sphx-glr-download-jupyter

    :download:`Download all examples in Jupyter notebooks: examples_ucb_jupyter.zip </examples_ucb/examples_ucb_jupyter.zip>`


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 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_