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setup.py
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setup.py
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#!/usr/bin/env python
import os
from setuptools import find_packages, setup, Command
long_description = '''
The optimal binning is the optimal discretization of a variable into bins
given a discrete or continuous numeric target. OptBinning is a library
written in Python implementing a rigorous and flexible mathematical
programming formulation to solving the optimal binning problem for a binary,
continuous and multiclass target type, incorporating constraints not
previously addressed.
Read the documentation at: http://gnpalencia.org/optbinning/
OptBinning is distributed under the Apache Software License (Apache 2.0).
'''
class CleanCommand(Command):
user_options = []
def initialize_options(self):
pass
def finalize_options(self):
pass
def run(self):
os.system('rm -vrf ./build ./dist ./*.pyc ./*.tgz ./*.egg-info')
# install requirements
install_requires = [
'matplotlib',
'numpy>=1.16.1',
'ortools>=9.4',
'pandas',
'ropwr>=1.0.0',
'scikit-learn>=1.0.2',
'scipy>=1.6.0',
]
# extra requirements
extras_require = {
'distributed': ['pympler', 'tdigest'],
'test': [
'coverage',
'flake8',
'pytest',
'pyarrow',
'pympler',
'tdigest',
],
# For ecos support: https://github.com/embotech/ecos
'ecos': ['ecos']
}
# Read version file
version_info = {}
with open("optbinning/_version.py") as f:
exec(f.read(), version_info)
setup(
name="optbinning",
version=version_info['__version__'],
description="OptBinning: The Python Optimal Binning library",
long_description=long_description,
author="Guillermo Navas-Palencia",
author_email="g.navas.palencia@gmail.com",
packages=find_packages(exclude=['tests', 'tests.*']),
platforms="any",
include_package_data=True,
license="Apache Licence 2.0",
url="https://github.com/guillermo-navas-palencia/optbinning",
cmdclass={'clean': CleanCommand},
python_requires='>=3.7',
install_requires=install_requires,
extras_require=extras_require,
classifiers=[
'Topic :: Scientific/Engineering :: Mathematics',
'Topic :: Software Development :: Libraries',
'Topic :: Software Development :: Libraries :: Python Modules',
'Intended Audience :: Developers',
'Intended Audience :: Education',
'Intended Audience :: Science/Research',
'License :: OSI Approved :: Apache Software License',
'Programming Language :: Python :: 3',
'Programming Language :: Python :: 3.9',
'Programming Language :: Python :: 3.10',
'Programming Language :: Python :: 3.11',
'Programming Language :: Python :: 3.12',
]
)