06/12: gnu: Add python-imbalanced-learn.

[guix-commits]

rekado pushed a commit to branch master
in repository guix.

commit df9a7c2032d48ca044f8fa3e24c3e3ad87ec2c13
Author: Ricardo Wurmus <rekado@elephly.net>
AuthorDate: Wed Dec 7 10:48:06 2022 +0100

    gnu: Add python-imbalanced-learn.
    
    * gnu/packages/machine-learning.scm (python-imbalanced-learn): New variable.
---
 gnu/packages/machine-learning.scm | 46 +++++++++++++++++++++++++++++++++++++++
 1 file changed, 46 insertions(+)

diff --git a/gnu/packages/machine-learning.scm 
b/gnu/packages/machine-learning.scm
index 21a1ae0f61..fc8de01066 100644
--- a/gnu/packages/machine-learning.scm
+++ b/gnu/packages/machine-learning.scm
@@ -1181,6 +1181,52 @@ number of threads used in the threadpool-backed of 
common native libraries used
 for scientific computing and data science (e.g. BLAS and OpenMP).")
     (license license:bsd-3)))
 
+(define-public python-imbalanced-learn
+  (package
+    (name "python-imbalanced-learn")
+    (version "0.9.1")
+    (source (origin
+              (method url-fetch)
+              (uri (pypi-uri "imbalanced-learn" version))
+              (sha256
+               (base32
+                "0qnrmysnqpc8ii1w5n8mci20gcjhmjr7khvk7f2apdbqc2pgf52f"))))
+    (build-system pyproject-build-system)
+    (arguments
+     (list
+      #:phases
+      '(modify-phases %standard-phases
+         (add-after 'unpack 'unbreak-tests
+           (lambda _
+             ;; The doctests require tensorflow
+             (substitute* "setup.cfg"
+               (("--doctest-modules") ""))
+             ;; Some tests require a home directory
+             (setenv "HOME" (getcwd))
+             ;; We don't have keras
+             (delete-file "imblearn/keras/tests/test_generator.py")
+             ;; We don't have tensorflow
+             (delete-file "imblearn/tensorflow/tests/test_generator.py"))))))
+    (propagated-inputs
+     (list python-joblib
+           python-numpy
+           python-scikit-learn
+           python-scipy
+           python-threadpoolctl))
+    (native-inputs
+     (list python-black
+           python-flake8
+           python-mypy
+           python-pandas
+           python-pytest
+           python-pytest-cov))
+    (home-page "https://github.com/scikit-learn-contrib/imbalanced-learn";)
+    (synopsis "Toolbox for imbalanced dataset in machine learning")
+    (description "This is a Python package offering a number of re-sampling
+techniques commonly used in datasets showing strong between-class imbalance.
+It is compatible with @code{scikit-learn}.")
+    (license license:expat)))
+
 (define-public python-pynndescent
   (package
     (name "python-pynndescent")