From db88f712f82e5cc24b9cc05324bccab6c5fc16e3 Mon Sep 17 00:00:00 2001
From: Felix Gruber <felgru@posteo.net>
Date: Thu, 28 Dec 2023 20:55:29 +0000
Subject: gnu: Add python-pgmpy.

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

Change-Id: Ic9a42b534500cd1ed98869b8ac4bd3700ee3e2f6
Signed-off-by: Sharlatan Hellseher <sharlatanus@gmail.com>
---
 gnu/packages/statistics.scm | 38 ++++++++++++++++++++++++++++++++++++++
 1 file changed, 38 insertions(+)

(limited to 'gnu/packages/statistics.scm')

diff --git a/gnu/packages/statistics.scm b/gnu/packages/statistics.scm
index 8cfc9507ca..04f68c9c36 100644
--- a/gnu/packages/statistics.scm
+++ b/gnu/packages/statistics.scm
@@ -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>
 ;;; Copyright © 2023 Troy Figiel <troy@troyfigiel.com>
 ;;;
 ;;; This file is part of GNU Guix.
@@ -7775,3 +7776,40 @@ (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 "0.1.24")
+    (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
+         "0fvzh6v0yhgdryczamvzhfy2ymywkh0ssx4rl47xnfvi43hnij90"))))
+    (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-mock
+                         python-pytest))
+    (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)))
-- 
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