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conda-forge / packages / uncertainty-toolbox 0.1.1

A python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization

copied from cf-staging / uncertainty-toolbox

Installers

  • noarch v0.1.1

conda install

To install this package run one of the following:
conda install conda-forge::uncertainty-toolbox

Description

Uncertainty Toolbox provides standard metrics to quantify and compare predictive uncertainty estimates, gives intuition for these metrics, produces visualizations of these metrics/uncertainties, and implements simple "re-calibration" procedures to improve these uncertainties. This toolbox currently focuses on regression tasks.


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