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

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Co-authored-by: Alex C Leute <aclrc@rit.edu>
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Alex Leute 2024-01-17 08:12:29 -05:00 committed by GitHub
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# 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"))