python-mapie

Module for estimating prediction intervals

MAPIE allows you to easily estimate prediction intervals (or prediction sets) using your favourite scikit-learn-compatible model for single-output regression or multi-class classification settings.

Prediction intervals output by MAPIE encompass both aleatoric and epistemic uncertainties and are backed by strong theoretical guarantees thanks to conformal prediction methods intervals.

Versions: 0.8.6
Website: https://github.com/scikit-learn-contrib/MAPIE
Licenses: Modified BSD
Package source: gnu/packages/statistics.scm
Builds: See build status
Issues: See known issues

Installation

Install the latest version of python-mapie as follows:

guix install python-mapie

Or install a particular version:

guix install python-mapie@0.8.6

You can also install packages in augmented, pure or containerized environments for development or simply to try them out without polluting your user profile. See the guix shell documentation for more information.

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