nessai.utils.distance
=====================

.. py:module:: nessai.utils.distance

.. autoapi-nested-parse::

   Utilities for computing distances.

   ..
       !! processed by numpydoc !!


Functions
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.. autoapisummary::

   nessai.utils.distance.compute_minimum_distances


Module Contents
---------------

.. py:function:: compute_minimum_distances(samples, metric='euclidean')

   
   Compute the distance to the nearest neighbour of each sample


   :Parameters:

       **samples** : array_like
           Array of samples.

       **metric** : str, optional
           Metric to use. See scipy docs for list of metrics:
           https://docs.scipy.org/doc/scipy/reference/generated/scipy.spatial.distance.cdist.html



   :Returns:

       array_like
           Distance to nearest neighbour for each sample.











   ..
       !! processed by numpydoc !!