Kalman
======

.. currentmodule:: paleokalmag

.. autoclass:: Kalman
   :show-inheritance:

   .. rubric:: Attributes Summary

   .. autosummary::

      ~Kalman.cov
      ~Kalman.cov_inf
      ~Kalman.evaluated
      ~Kalman.knots
      ~Kalman.mean
      ~Kalman.prior_cov
      ~Kalman.prior_mean
      ~Kalman.smoothed

   .. rubric:: Methods Summary

   .. autosummary::

      ~Kalman.F
      ~Kalman.backward
      ~Kalman.correct
      ~Kalman.forward
      ~Kalman.predict
      ~Kalman.sample
      ~Kalman.sample_prior
      ~Kalman.smooth
      ~Kalman.update_F

   .. rubric:: Attributes Documentation

   .. autoattribute:: cov
   .. autoattribute:: cov_inf
   .. autoattribute:: evaluated
   .. autoattribute:: knots
   .. autoattribute:: mean
   .. autoattribute:: prior_cov
   .. autoattribute:: prior_mean
   .. autoattribute:: smoothed

   .. rubric:: Methods Documentation

   .. automethod:: F
   .. automethod:: backward
   .. automethod:: correct
   .. automethod:: forward
   .. automethod:: predict
   .. automethod:: sample
   .. automethod:: sample_prior
   .. automethod:: smooth
   .. automethod:: update_F