abacusai.drift_distributions
============================

.. py:module:: abacusai.drift_distributions


Classes
-------

.. autoapisummary::

   abacusai.drift_distributions.DriftDistributions


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

.. py:class:: DriftDistributions(client, labelDrift={}, predictionDrift={}, bpPredictionDrift={})

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


   For either actuals or predicted values, how it has changed in the training data versus some specified window

   :param client: An authenticated API Client instance
   :type client: ApiClient
   :param labelDrift: A DriftDistribution describing column names and the range of values for label drift.
   :type labelDrift: DriftDistribution
   :param predictionDrift: A DriftDistribution describing column names and the range of values for prediction drift.
   :type predictionDrift: DriftDistribution
   :param bpPredictionDrift: A DriftDistribution describing column names and the range of values for prediction drift, when the predictions come from BP.
   :type bpPredictionDrift: DriftDistribution


   .. py:attribute:: label_drift


   .. py:attribute:: prediction_drift


   .. py:attribute:: bp_prediction_drift


   .. 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