bluecast.conformal_prediction.base_classes

Module Contents

Classes

ConformalPredictionWrapperBaseClass

Base class for the experiment tracker.

class bluecast.conformal_prediction.base_classes.ConformalPredictionWrapperBaseClass

Bases: abc.ABC

Base class for the experiment tracker.

Enforces the implementation of the add_results and retrieve_results_as_df methods.

abstract calibrate(x_calibration: pandas.DataFrame, y_calibration: pandas.Series | numpy.ndarray) → None

Calibrate a model instance given a calibration set.

Parameters:

• x_calibration – Calibration set features. Must be unseen data for the model

• y_calibration – Calibration set labels or values