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[bug#77371,02/12] gnu: Add python-resample.

Message ID 1248d8d6d7d9219eff44126c4aa09a9cb32d3887.1743288280.git.monego@posteo.net
State New
Headers
Series Add packages from the scikit-hep project |

Commit Message

Vinicius Monego March 29, 2025, 11 p.m. UTC 
  * gnu/packages/statistics.scm (python-resample): New variable.

Change-Id: I0bd8ed6c0532c5dba6efd9d15b056da401072fcf
---
 gnu/packages/statistics.scm | 33 +++++++++++++++++++++++++++++++++
 1 file changed, 33 insertions(+)
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Patch

diff --git a/gnu/packages/statistics.scm b/gnu/packages/statistics.scm
index 55b726c66b..48542130a8 100644
--- a/gnu/packages/statistics.scm
+++ b/gnu/packages/statistics.scm
@@ -2813,6 +2813,39 @@  (define-public python-openturns
 functionalities needed to treat uncertainties in studies.")
     (license license:lgpl3+)))
 
+(define-public python-resample
+  (package
+    (name "python-resample")
+    (version "1.10.0")
+    (source
+     (origin
+       (method url-fetch)
+       (uri (pypi-uri "resample" version))
+       (sha256
+        (base32 "08hbnkfplhyh1pc9ls20pldxslhsp3azb8ibgc4wjg5q801pid2b"))))
+    (build-system pyproject-build-system)
+    (propagated-inputs (list python-numpy python-scipy))
+    (native-inputs (list python-pytest python-setuptools python-wheel))
+    (home-page "https://github.com/scikit-hep/resample")
+    (synopsis "Resampling-based inference in Python")
+    (description "This package provides a resampling-based inference based on
+data resampling and permutation.
+
+Features:
+
+@itemize
+@item Bootstrap resampling: ordinary or balanced with optional stratification
+@item Extended bootstrap resampling: also varies sample size
+@item Parametric resampling: Gaussian, Poisson, gamma, etc.)
+@item Jackknife estimates of bias and variance of any estimator
+@item Compute bootstrap confidence intervals (percentile or BCa) for any
+estimator
+@item Permutation-based variants of traditional statistical tests (USP test of
+independence and others)
+@item Tools for working with empirical distributions (CDF, quantile, etc.)
+@end itemize")
+    (license license:bsd-3)))
+
 (define-public r-coda
   (package
     (name "r-coda")