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qiancao authored Dec 11, 2024
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# calzone: a python package for measuring calibration in probabilistic models
![Docs](https://readthedocs.org/projects/calzone-docs/badge/)
[![PyPI version](https://badge.fury.io/py/calzone-tool.svg)](https://badge.fury.io/py/calzone-tool)

`calzone` is a comprehensive Python package for calculating and visualizing various metrics to assess the calibration of probabilistic models.
To accurately assess the calibration of machine learning models, it is essential to have a comprehensive and reprensative dataset with sufficient coverage of the prediction space. The calibration metrics is not meaningful if the dataset is not representative of true intended population.
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