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

BLiP
----
.. automodule:: pyblip.blip
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Creating Candidate Groups
-------------------------

Variable selection / discrete locations
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. automodule:: pyblip.create_groups
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Continuous sets of locations
~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. automodule:: pyblip.create_groups_cts
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Edge clique cover
~~~~~~~~~~~~~~~~~

.. automodule:: pyblip.ecc
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Weight functions
~~~~~~~~~~~~~~~~

.. automodule:: pyblip.weight_fns
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Bayesian Samplers
-----------------

BLiP can wrap on top of nearly any Bayesian model or algorithm. However,
for convenience, ``pyblip`` includes a few custom MCMC samplers. 

Linear Spike and Slab
~~~~~~~~~~~~~~~~~~~~~

.. automodule:: pyblip.linear.linear
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Probit Spike and Slab
~~~~~~~~~~~~~~~~~~~~~

.. automodule:: pyblip.probit.probit
  :members:
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Neuronized Priors
~~~~~~~~~~~~~~~~~

.. automodule:: pyblip.nprior.nprior
  :members:
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Changepoint Detection
~~~~~~~~~~~~~~~~~~~~~

.. automodule:: pyblip.changepoint
  :members:
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