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Welcome to PyGP
===============

This package provides Gaussian Process based regression.
Find provided regression modules in :py:class:`pygp.gp`.

Documentation API Contents:

.. toctree:: 
   :maxdepth: 3

   Gaussian Process (GP) Regression <gp>
   Covariance Functions <covars>
   GP Hyperparameter optimization <opt_hyper>
   Hyperprior Distributions <priors>
   Plotting gpr output <plot_gpr>

See following examples for usage details:

.. toctree:: 
   :maxdepth: 2

   Example for GP regression with hyperparameter optimization <demo_gpr>
   Example for GP regression with hyperparameter optimization and input shift adjustment <demo_gpr_shiftx>   

..   Grouping GP regression classes <composite>
     
     
     
   
Indices and tables
==================

* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`