API Reference
=============

.. contents:: Modules
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Base Classes
------------

.. module:: normix.exponential_family

.. autoclass:: normix.exponential_family.ExponentialFamily
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Univariate Distributions
------------------------

Gamma
^^^^^

.. automodule:: normix.distributions.gamma
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Inverse Gamma
^^^^^^^^^^^^^

.. automodule:: normix.distributions.inverse_gamma
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Inverse Gaussian
^^^^^^^^^^^^^^^^

.. automodule:: normix.distributions.inverse_gaussian
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Generalized Inverse Gaussian
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

.. automodule:: normix.distributions.generalized_inverse_gaussian
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Multivariate Distributions
--------------------------

.. automodule:: normix.distributions.normal
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Mixture Base Classes
--------------------

JointNormalMixture
^^^^^^^^^^^^^^^^^^

.. automodule:: normix.mixtures.joint
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NormalMixture
^^^^^^^^^^^^^

.. automodule:: normix.mixtures.marginal
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Mixture Distributions
---------------------

Variance Gamma
^^^^^^^^^^^^^^

.. automodule:: normix.distributions.variance_gamma
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Normal Inverse Gamma
^^^^^^^^^^^^^^^^^^^^

.. automodule:: normix.distributions.normal_inverse_gamma
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Normal Inverse Gaussian
^^^^^^^^^^^^^^^^^^^^^^^

.. automodule:: normix.distributions.normal_inverse_gaussian
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Generalized Hyperbolic
^^^^^^^^^^^^^^^^^^^^^^

.. automodule:: normix.distributions.generalized_hyperbolic
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Fitting
-------

EM Fitters
^^^^^^^^^^

.. automodule:: normix.fitting.em
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Solvers
^^^^^^^

.. automodule:: normix.fitting.solvers
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Utilities
---------

Bessel Functions
^^^^^^^^^^^^^^^^

.. automodule:: normix.utils.bessel
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Constants
^^^^^^^^^

.. automodule:: normix.utils.constants
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