cvanmf
======

.. py:module:: cvanmf

.. autoapi-nested-parse::

   CrossVAlidated NMF (cvanmf)

   A package implementing Gabriel holdout bicrossvalidation for non-negative matrix
   factorisation (NMF) parameter selection, as well as methods for analysis and
   visualisation of NMF decompositions, and for transforming new data using an
   existing models.

   The underlying implementation of NMF is from scikit-learn, this package does
   not provide a novel implementation of NMF.



Submodules
----------

.. toctree::
   :maxdepth: 1

   /autoapi/cvanmf/combine/index
   /autoapi/cvanmf/data/index
   /autoapi/cvanmf/denovo/index
   /autoapi/cvanmf/models/index
   /autoapi/cvanmf/reapply/index
   /autoapi/cvanmf/stability/index


Attributes
----------

.. autoapisummary::

   cvanmf.ch
   cvanmf.fm
   cvanmf.logger


Package Contents
----------------

.. py:data:: ch
   :type:  logging.Handler

.. py:data:: fm
   :type:  logging.Formatter

.. py:data:: logger
   :type:  logging.Logger