isofit.inversion.inverse_mcmc
=============================

.. py:module:: isofit.inversion.inverse_mcmc


Classes
-------

.. autoapisummary::

   isofit.inversion.inverse_mcmc.MCMCInversion


Module Contents
---------------

.. py:class:: MCMCInversion(full_config: Config, forward: ForwardModel)

   Bases: :py:obj:`isofit.inversion.inverse.Inversion`


   .. py:attribute:: iterations


   .. py:attribute:: burnin


   .. py:attribute:: regularizer


   .. py:attribute:: proposal_scaling


   .. py:attribute:: verbose


   .. py:attribute:: restart_every


   .. py:method:: stable_mvnpdf(mean, cov, x)

      Stable inverse via Singular Value Decomposition, using only the significant eigenvectors.



   .. py:method:: log_density(x, rdn_meas, geom, bounds)

      Log probability density combines prior and likelihood terms.



   .. py:method:: invert(rdn_meas, geom)

      Inverts a meaurement. Returns an array of state vector samples.
      Similar to Inversion.invert() but returns a list of samples.