:py:mod:`bluecast.conformal_prediction.base_classes`
====================================================

.. py:module:: bluecast.conformal_prediction.base_classes


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

Classes
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.. autoapisummary::

   bluecast.conformal_prediction.base_classes.ConformalPredictionWrapperBaseClass




.. py:class:: ConformalPredictionWrapperBaseClass


   Bases: :py:obj:`abc.ABC`

   Base class for the experiment tracker.

   Enforces the implementation of the add_results and retrieve_results_as_df methods.

   .. py:method:: calibrate(x_calibration: pandas.DataFrame, y_calibration: Union[pandas.Series, numpy.ndarray]) -> None
      :abstractmethod:

      Calibrate a model instance given a calibration set.

      :param x_calibration: Calibration set features. Must be unseen data for the model
      :param y_calibration: Calibration set labels or values