credit.verification.ensemble
============================

.. py:module:: credit.verification.ensemble


Attributes
----------

.. autoapisummary::

   credit.verification.ensemble.logger
   credit.verification.ensemble.latitude_slices


Functions
---------

.. autoapisummary::

   credit.verification.ensemble.spread_error
   credit.verification.ensemble.binned_spread_skill


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

.. py:data:: logger

.. py:data:: latitude_slices

.. py:function:: spread_error(da_pred, da_true, w_lat=None)

   computes the latitude weighted ensemble standard deviation of da_pred and ensemble rmse with respect to da_true

   input: da_pred, da_true with matching time, lat, lon dimensions
   output: result_dict with std and rmse for regions defined by latitude partition (see above)


.. py:function:: binned_spread_skill(da_pred, da_true, num_bins, w_lat=None)

   computes the binned spread-skill

   input: da_pred, da_true with matching time, lat, lon dimensions
   output: result_dict