py-multi-imbalance: Added package py-multi-imbalance (#42094)

Co-authored-by: Alex C Leute <aclrc@rit.edu>

1 files changed, 33 insertions, 0 deletions

diff --git a/var/spack/repos/builtin/packages/py-multi-imbalance/package.py b/var/spack/repos/builtin/packages/py-multi-imbalance/package.py
new file mode 100644
index 0000000000..02cdad82eb
--- /dev/null
+++ b/var/spack/repos/builtin/packages/py-multi-imbalance/package.py
@@ -0,0 +1,33 @@
+# Copyright 2013-2023 Lawrence Livermore National Security, LLC and other
+# Spack Project Developers. See the top-level COPYRIGHT file for details.
+#
+# SPDX-License-Identifier: (Apache-2.0 OR MIT)
+
+from spack.package import *
+
+
+class PyMultiImbalance(PythonPackage):
+    """Multi-class imbalance is a common problem occurring in real-world
+    supervised classifications tasks. While there has already been some
+    research on the specialized methods aiming to tackle that challenging
+    problem, most of them still lack coherent Python implementation that is
+    simple, intuitive and easy to use. multi-imbalance is a python package
+    tackling the problem of multi-class imbalanced datasets in machine
+    learnin"""
+
+    homepage = "https://github.com/damianhorna/multi-imbalance"
+    pypi = "multi-imbalance/multi-imbalance-0.0.14.tar.gz"
+
+    version("0.0.14", sha256="5b9e1ba5e012e0343c588fa5a4b9d69ca99464d2126f1392bac3fca24370498f")
+
+    depends_on("py-setuptools", type="build")
+    depends_on("py-numpy@1.17.0:", type=("build", "run"))
+    depends_on("py-scikit-learn@0.22:", type=("build", "run"))
+    depends_on("py-pandas@0.25.1:", type=("build", "run"))
+    depends_on("py-pytest@5.1.2:", type=("build", "run"))
+    depends_on("py-imbalanced-learn@0.6.1:", type=("build", "run"))
+    depends_on("py-coverage@5.1:", type=("build", "run"))
+    depends_on("py-pytest-cov@2.8.1:", type=("build", "run"))
+    depends_on("py-ipython@7.13.0:", type=("build", "run"))
+    depends_on("py-seaborn@0.10.1:", type=("build", "run"))
+    depends_on("py-matplotlib@3.2.1:", type=("build", "run"))