fluxpy.stats.extract_stats_from_solution
========================================

.. py:module:: fluxpy.stats.extract_stats_from_solution

.. autoapi-nested-parse::

   Routines to calculate stats on findings of metabolic modeling analysis



Functions
---------

.. autoapisummary::

   fluxpy.stats.extract_stats_from_solution.slope_in_prod_env


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

.. py:function:: slope_in_prod_env(uptake_flux_vector, paused_uptake, objective_flux_vector, **kwargs)

   Returns the slope of the line connecting the origin of coordinates and the
   point of the highest optimal value at the maximum of an uptake rate.
   For example, in case of growth rate and glucose,
   this slope corresponds to the biomass yield on glucose under anaerobic conditions,
   and in terms of linear programming, to the negative of the shadow price.

   Keyword arguments:
   uptake --
   objective --

   Returns:
   slope --  The slope of the line from the origin to uptake flux vector max
   shadow_price -- Shadow price of the corresponding uptake flux vector if a model provided