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| author | Vinicius Monego <monego@posteo.net> | 2023-10-03 13:03:38 +0000 |
|---|---|---|
| committer | Mathieu Othacehe <othacehe@gnu.org> | 2023-10-06 11:52:13 +0200 |
| commit | 9930aeb0e3d153fe4d0516aea87a8c28520805e0 (patch) | |
| tree | 9791ca2a9af36d2563873c93fdede8a51d91c448 /gnu | |
| parent | 70c27db33edc76424ac680bd2cb8470573ea42fe (diff) | |
gnu: Add python-mapie.
* gnu/packages/statistics.scm (python-mapie): New variable.
Signed-off-by: Mathieu Othacehe <othacehe@gnu.org>
Diffstat (limited to 'gnu')
| -rw-r--r-- | gnu/packages/statistics.scm | 24 |
1 files changed, 24 insertions, 0 deletions
diff --git a/gnu/packages/statistics.scm b/gnu/packages/statistics.scm index 4c43c144fb..75b91a1dd8 100644 --- a/gnu/packages/statistics.scm +++ b/gnu/packages/statistics.scm @@ -2296,6 +2296,30 @@ building design matrices.") ;; 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") |