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gnu: Add python-mapie.

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* gnu/packages/statistics.scm (python-mapie): New variable.

Signed-off-by: Mathieu Othacehe <othacehe@gnu.org>
This commit is contained in:
Vinicius Monego 2023-10-03 13:03:38 +00:00 committed by Mathieu Othacehe
parent 70c27db33e
commit 9930aeb0e3
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1 changed files with 24 additions and 0 deletions
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gnu/packages/statistics.scm
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@ -2296,6 +2296,30 @@ (define-public python-patsy
;; and is covered by the PSFL.
(license (list license:bsd-2 license:psfl))))
(define-public python-mapie
(package
(name "python-mapie")
(version "0.7.0")
(source (origin
(method url-fetch)
(uri (pypi-uri "MAPIE" version))
(sha256
(base32
"1nvi547avvwrck1n7rf5jh7d0ml6jaqjs2p59iwcq2a5xjmdsmsc"))))
(build-system pyproject-build-system)
(native-inputs (list python-pandas python-pytest))
(propagated-inputs (list python-numpy python-scikit-learn))
(home-page "https://github.com/scikit-learn-contrib/MAPIE")
(synopsis "Module for estimating prediction intervals")
(description "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.")
(license license:bsd-3)))
(define-public python-statsmodels
(package
(name "python-statsmodels")