@@ -18,6 +18,7 @@
;;; Copyright © 2021 Frank Pursel <frank.pursel@gmail.com>
;;; Copyright © 2022 Simon Tournier <zimon.toutoune@gmail.com>
;;; Copyright © 2023 gemmaro <gemmaro.dev@gmail.com>
+;;; Copyright © 2023 Felix Gruber <felgru@posteo.net>
;;;
;;; This file is part of GNU Guix.
;;;
@@ -81,6 +82,7 @@ (define-module (gnu packages statistics)
#:use-module (gnu packages perl)
#:use-module (gnu packages pkg-config)
#:use-module (gnu packages python)
+ #:use-module (gnu packages python-build)
#:use-module (gnu packages python-science)
#:use-module (gnu packages python-xyz)
#:use-module (gnu packages readline)
@@ -7444,3 +7446,45 @@ (define-public ruby-enumerable-statistics
statistical summary in arrays and enumerables.")
(home-page "https://github.com/mrkn/enumerable-statistics")
(license license:expat)))
+
+(define-public python-pgmpy
+ (package
+ (name "python-pgmpy")
+ (version "0.1.22")
+ (source
+ (origin
+ (method git-fetch) ;pypi package does not include test data
+ (uri (git-reference
+ (url "https://github.com/pgmpy/pgmpy")
+ (commit (string-append "v" version))))
+ (file-name (git-file-name name version))
+ (sha256
+ (base32
+ "03p8wbac4i4968h6639bqq0z4pg4aynhw3y28iv4l95cimgbr55i"))))
+ (build-system pyproject-build-system)
+ (propagated-inputs (list python-daft
+ python-joblib
+ python-networkx
+ python-numpy
+ python-opt-einsum
+ python-pandas
+ python-pyparsing
+ python-pytorch
+ python-scikit-learn
+ python-scipy
+ python-statsmodels
+ python-tqdm))
+ (native-inputs (list python-black
+ python-codecov
+ python-coverage
+ python-mock
+ python-pytest
+ python-pytest-cov
+ python-xdoctest))
+ (home-page "https://github.com/pgmpy/pgmpy")
+ (synopsis "Probabilistic Graphical Models library")
+ (description "This package provides a library for Probabilistic
+Graphical Models. It can be used for learning (Structure and Parameter),
+inference (Probabilistic and Causal), and simulations in Bayesian
+Networks.")
+ (license license:expat)))