..
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.. _distributions:
    
.. currentmodule:: qinfer

Probability Distributions
=========================

.. seealso::

    :ref:`Specific distributions (tomography) <tomography_distributions>`

:class:`Distribution` - Abstract Base Class for Probability Distributions
-------------------------------------------------------------------------

.. autoclass:: Distribution
    :members:

.. _specific_distributions:

Specific Distributions
----------------------

.. autoclass:: UniformDistribution
    :members:

.. autoclass:: DiscreteUniformDistribution
    :members:

.. autoclass:: MVUniformDistribution
    :members:

.. autoclass:: NormalDistribution
    :members:

.. autoclass:: MultivariateNormalDistribution
    :members:

.. autoclass:: SlantedNormalDistribution 
    :members:

.. autoclass:: LogNormalDistribution
    :members:

.. autoclass:: ConstantDistribution
    :members:

.. autoclass:: BetaDistribution 
    :members:

.. autoclass:: BetaBinomialDistribution 
    :members:

.. autoclass:: GammaDistribution 
    :members:

.. autoclass:: InterpolatedUnivariateDistribution
    :members:

.. autoclass:: HilbertSchmidtUniform
    :members:
    
.. autoclass:: HaarUniform
    :members:
    
.. autoclass:: GinibreUniform
    :members:
    
Combining Distributions
-----------------------

QInfer also offers classes for combining distributions together to produce new
ones.

.. autoclass:: ProductDistribution
    :members:

.. autoclass:: PostselectedDistribution
    :members:

.. autoclass:: MixtureDistribution
    :members:

.. autoclass:: ConstrainedSumDistribution
    :members:

Mixins for Distribution Development
-----------------------------------

.. autoclass:: SingleSampleMixin
    :members: