gaussian.diagnostics
====================

.. py:module:: gaussian.diagnostics

.. autoapi-nested-parse::

   Verification datasets: sample once, reuse across metrics and plots.



Functions
---------

.. autoapisummary::

   gaussian.diagnostics.verification_settings
   gaussian.diagnostics.normalization_settings
   gaussian.diagnostics.model_evaluation_settings
   gaussian.diagnostics.test_predictions
   gaussian.diagnostics.verification_observations
   gaussian.diagnostics.verification_predictions
   gaussian.diagnostics.sliced_wasserstein
   gaussian.diagnostics.reweighting_distances
   gaussian.diagnostics.normalization_observations
   gaussian.diagnostics.normalization_predictions
   gaussian.diagnostics.showcase_observations
   gaussian.diagnostics.showcase_predictions


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

.. py:function:: verification_settings(context)

.. py:function:: normalization_settings(context)

.. py:function:: model_evaluation_settings(context)

.. py:function:: test_predictions(context, dependencies, writer)

.. py:function:: verification_observations(context, dependencies, writer)

.. py:function:: verification_predictions(context, dependencies, writer)

.. py:function:: sliced_wasserstein(source, target, weights, directions)

   Mean exact weighted 1D W1 over supplied unit directions (not a histogram approximation).


.. py:function:: reweighting_distances(context, dependencies, writer)

.. py:function:: normalization_observations(context, dependencies, writer)

.. py:function:: normalization_predictions(context, dependencies, writer)

.. py:function:: showcase_observations(context, dependencies, writer)

.. py:function:: showcase_predictions(context, dependencies, writer)