Linear Gaussian Models
======================

.. automodule:: goal.models.harmonium.lgm
   :noindex:
   :no-members:

Class Hierarchy
---------------

.. inheritance-diagram:: goal.models.harmonium.lgm
   :parts: 2

\

Generic LGM
-----------

.. autoclass:: goal.models.harmonium.lgm.LGM
   :members:
   :undoc-members:
   :show-inheritance:

Normal LGM
----------

.. autoclass:: goal.models.harmonium.lgm.NormalLGM
   :members:
   :undoc-members:
   :show-inheritance:

.. autoclass:: goal.models.harmonium.lgm.NormalAnalyticLGM
   :members:
   :undoc-members:
   :show-inheritance:

Boltzmann LGM
-------------

.. autoclass:: goal.models.harmonium.lgm.BoltzmannLGM
   :members:
   :undoc-members:
   :show-inheritance:

Embeddings
----------

.. autoclass:: goal.models.harmonium.lgm.GeneralizedGaussianLocationEmbedding
   :members:
   :undoc-members:
   :show-inheritance:

.. autoclass:: goal.models.harmonium.lgm.NormalCovarianceEmbedding
   :members:
   :undoc-members:
   :show-inheritance:

Specializations
---------------

.. autoclass:: goal.models.harmonium.lgm.FactorAnalysis
   :members:
   :undoc-members:
   :show-inheritance:

.. autoclass:: goal.models.harmonium.lgm.PrincipalComponentAnalysis
   :members:
   :undoc-members:
   :show-inheritance: