credit.transforms_downscaling
=============================

.. py:module:: credit.transforms_downscaling


Attributes
----------

.. autoapisummary::

   credit.transforms_downscaling.logger


Classes
-------

.. autoapisummary::

   credit.transforms_downscaling.Expand
   credit.transforms_downscaling.Pad
   credit.transforms_downscaling.Minmax
   credit.transforms_downscaling.Zscore
   credit.transforms_downscaling.Power
   credit.transforms_downscaling.Clip
   credit.transforms_downscaling.Identity
   credit.transforms_downscaling.DataTransforms


Functions
---------

.. autoapisummary::

   credit.transforms_downscaling.rescale


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

.. py:data:: logger

   transforms_downscaling.py
   -------------------------------------------------------

.. py:class:: Expand

   .. py:attribute:: by
      :type:  int


   .. py:method:: __call__(x, inverse=False)


.. py:class:: Pad

   .. py:attribute:: left
      :type:  int
      :value: 0



   .. py:attribute:: right
      :type:  int
      :value: 0



   .. py:attribute:: top
      :type:  int
      :value: 0



   .. py:attribute:: bottom
      :type:  int
      :value: 0



   .. py:attribute:: mode
      :type:  str
      :value: 'edge'



   .. py:method:: __call__(x, inverse=False)


.. py:function:: rescale(x, offset=0, scale=1, inverse=False)

.. py:class:: Minmax

   .. py:attribute:: mmin
      :type:  float


   .. py:attribute:: mmax
      :type:  float


   .. py:method:: __call__(x, inverse=False)


.. py:class:: Zscore

   .. py:attribute:: mean
      :type:  float
      :value: 0



   .. py:attribute:: stdev
      :type:  float
      :value: 1



   .. py:method:: __call__(x, inverse=False)


.. py:class:: Power

   .. py:attribute:: exponent
      :type:  float


   .. py:method:: __call__(x, inverse=False)


.. py:class:: Clip

   .. py:attribute:: cmin
      :type:  float
      :value: None



   .. py:attribute:: cmax
      :type:  float
      :value: None



   .. py:method:: __call__(x, inverse=False)


.. py:class:: Identity

   .. py:method:: __call__(x, inverse=False, **kwargs)


.. py:class:: DataTransforms(vardict, transdict, rootpath, dim, zstride=1)

   [insert more documentation here]


   .. py:attribute:: xclassdict


   .. py:attribute:: transforms


   .. py:method:: __call__(x, inverse=False)