parallel
========

.. py:module:: smolgp.solvers.integrated.parallel

.. autoapi-nested-parse::

   This subpackage implements the Kalman filter and RTS smoother for an augmented
   state space model in its parallel form, which includes an integral state as a
   :class:`ParallelIntegratedStateSpaceSolver`. This is intended to be used with
   :class:`smolgp.kernels.integrated` state space models to properly account
   for integrated (e.g. exposure-averaged) measurements.

   The parallel method is described in Section 3.2.4 of
   `Rubenzahl and Hattori et al. (2026) <https://iopscience.iop.org/article/10.3847/1538-3881/ae4d0b>`_,

   See :doc:`/tutorials/parallel` for a tutorial on using the parallel solvers.



Submodules
----------

.. toctree::
   :maxdepth: 1

   /autoapi/smolgp/solvers/integrated/parallel/kalman/index
   /autoapi/smolgp/solvers/integrated/parallel/rts/index
   /autoapi/smolgp/solvers/integrated/parallel/solver/index