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setup.py
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#! /usr/bin/env python
"""Toolbox for imbalanced dataset in machine learning."""
import codecs
import os
from setuptools import find_packages, setup
# get __version__ from _version.py
ver_file = os.path.join("imblearn", "_version.py")
with open(ver_file) as f:
exec(f.read())
DISTNAME = "imbalanced-learn"
DESCRIPTION = "Toolbox for imbalanced dataset in machine learning."
with codecs.open("README.rst", encoding="utf-8-sig") as f:
LONG_DESCRIPTION = f.read()
MAINTAINER = "G. Lemaitre, C. Aridas"
MAINTAINER_EMAIL = "[email protected], [email protected]"
URL = "https://github.com/scikit-learn-contrib/imbalanced-learn"
LICENSE = "MIT"
DOWNLOAD_URL = "https://github.com/scikit-learn-contrib/imbalanced-learn"
VERSION = __version__
CLASSIFIERS = [
"Intended Audience :: Science/Research",
"Intended Audience :: Developers",
"License :: OSI Approved",
"Programming Language :: C",
"Programming Language :: Python",
"Topic :: Software Development",
"Topic :: Scientific/Engineering",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX",
"Operating System :: Unix",
"Operating System :: MacOS",
"Programming Language :: Python :: 3.6",
"Programming Language :: Python :: 3.7",
"Programming Language :: Python :: 3.8",
"Programming Language :: Python :: 3.9",
]
INSTALL_REQUIRES = [
"numpy>=1.13.3",
"scipy>=0.19.1",
"scikit-learn>=0.24",
"joblib>=0.11",
]
EXTRAS_REQUIRE = {
"optional": [
"keras",
"tensorflow",
],
"dev": [
"black",
"flake8",
],
"tests": [
"pytest",
"pytest-cov",
],
"docs": [
"sphinx",
"sphinx-gallery",
"pydata-sphinx-theme",
"sphinxcontrib-bibtex",
"numpydoc",
"matplotlib",
"pandas",
"seaborn",
],
}
setup(
name=DISTNAME,
maintainer=MAINTAINER,
maintainer_email=MAINTAINER_EMAIL,
description=DESCRIPTION,
license=LICENSE,
url=URL,
version=VERSION,
download_url=DOWNLOAD_URL,
long_description=LONG_DESCRIPTION,
zip_safe=False, # the package can run out of an .egg file
classifiers=CLASSIFIERS,
packages=find_packages(),
install_requires=INSTALL_REQUIRES,
extras_require=EXTRAS_REQUIRE,
)