abacusai.eda_collinearity
=========================

.. py:module:: abacusai.eda_collinearity


Classes
-------

.. autoapisummary::

   abacusai.eda_collinearity.EdaCollinearity


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

.. py:class:: EdaCollinearity(client, columnNames=None, collinearityMatrix=None, groupFeatureDict=None, collinearityGroups=None, columnNamesX=None)

   Bases: :py:obj:`abacusai.return_class.AbstractApiClass`


   Eda Collinearity of the latest version of the data between all the features.

   :param client: An authenticated API Client instance
   :type client: ApiClient
   :param columnNames: Name of all the features in the y axis of the collinearity matrix
   :type columnNames: list
   :param collinearityMatrix: A dict describing the collinearity between all the features
   :type collinearityMatrix: dict
   :param groupFeatureDict: A dict describing the index of the group from collinearity_groups a feature exists in
   :type groupFeatureDict: dict
   :param collinearityGroups: Groups created based on a collinearity threshold of 0.7
   :type collinearityGroups: list
   :param columnNamesX: Name of all the features in the x axis of the collinearity matrix
   :type columnNamesX: list


   .. py:attribute:: column_names
      :value: None



   .. py:attribute:: collinearity_matrix
      :value: None



   .. py:attribute:: group_feature_dict
      :value: None



   .. py:attribute:: collinearity_groups
      :value: None



   .. py:attribute:: column_names_x
      :value: None



   .. py:attribute:: deprecated_keys


   .. py:method:: __repr__()


   .. py:method:: to_dict()

      Get a dict representation of the parameters in this class

      :returns: The dict value representation of the class parameters
      :rtype: dict