Source code for gemseo_calibration.measures.mean_measure

# Copyright 2021 IRT Saint Exupéry, https://www.irt-saintexupery.com
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# Lesser General Public License for more details.
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"""A module to compute the mean measure between the model and reference data."""

from __future__ import annotations

from numpy import nanmean

from gemseo_calibration.measure import CalibrationMeasure
from gemseo_calibration.measure import DataType


[docs] class MeanMeasure(CalibrationMeasure): """An abstract mean measure between the model and reference output data.""" def __call__(self, model_dataset: DataType) -> float: # noqa: D102 model_data = model_dataset[self.output_name] self._update_bounds(model_data) return nanmean(self._compare_data(self._reference_data, model_data))