gaussian.problem
================

.. py:module:: gaussian.problem

.. autoapi-nested-parse::

   A Gaussian simulator with explicit, named inference parameters.



Classes
-------

.. autoapisummary::

   gaussian.problem.GaussianProblem


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

.. py:class:: GaussianProblem(settings: dict)

   Bases: :py:obj:`nnpd.nre.distributions.Simulator`


   Helper class that provides a standard way to create an ABC using
   inheritance.


   .. py:attribute:: settings


   .. py:attribute:: observation_dim


   .. py:attribute:: names
      :value: []



   .. py:attribute:: indices


   .. py:attribute:: fixed_mean


   .. py:attribute:: fixed_std


   .. py:property:: parameters


   .. py:method:: unpack(theta)


   .. py:method:: sample(theta, rng)

      One observation per parameter row; result shape (..., observation_dim).



   .. py:method:: log_likelihood(x, theta)

      Optional exact reference, not used by the NRE training objective.