ml_grid.pipeline.data_scale
===========================

.. py:module:: ml_grid.pipeline.data_scale


Classes
-------

.. autoapisummary::

   ml_grid.pipeline.data_scale.data_scale_methods


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

.. py:class:: data_scale_methods

   Initializes the data_scale_methods class.


   .. py:method:: standard_scale_method(X: pandas.DataFrame) -> pandas.DataFrame

      Applies StandardScaler to numeric columns of a DataFrame.

      This method identifies numeric columns and applies standard scaling.
      Non-numeric columns are passed through without modification.

      :param X: The input DataFrame to scale.
      :type X: pd.DataFrame

      :returns: The scaled DataFrame, with numeric columns scaled and
                non-numeric columns preserved. Note: The column order may change.
      :rtype: pd.DataFrame