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setup.py
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setup.py
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#! /usr/bin/env python
#
# Copyright (C) 2018 Mikko Kotila
DESCRIPTION = "Talos Hyperparameter Scanner for Keras"
LONG_DESCRIPTION = """\
Talos provides a hyperparameter scanning solution that
allows using any Keras model as they are, with the simple
change that instead of calling the parameter (e.g. epochs=25),
you call it from a dictionary with an identical label (e.g. params['epochs']).
"""
DISTNAME = 'talos'
MAINTAINER = 'Mikko Kotila'
MAINTAINER_EMAIL = 'mailme@mikkokotila.com'
URL = 'http://autonom.io'
LICENSE = 'MIT'
DOWNLOAD_URL = 'https://github.com/autonomio/talos/'
VERSION = '0.4.3'
try:
from setuptools import setup
_has_setuptools = True
except ImportError:
from distutils.core import setup
def check_dependencies():
install_requires = []
try:
import numpy
except ImportError:
install_requires.append('numpy')
try:
import pandas
except ImportError:
install_requires.append('pandas')
try:
import tensorflow
except ImportError:
install_requires.append('tensorflow')
try:
import keras
except ImportError:
install_requires.append('keras')
try:
import astetik
except ImportError:
install_requires.append('astetik')
try:
import sklearn
except ImportError:
install_requires.append('sklearn')
try:
import tqdm
except ImportError:
install_requires.append('tqdm')
try:
import chances
except ImportError:
install_requires.append('chances')
try:
import kerasplotlib
except ImportError:
install_requires.append('kerasplotlib')
try:
import wrangle
except ImportError:
install_requires.append('wrangle')
return install_requires
if __name__ == "__main__":
install_requires = check_dependencies()
setup(name=DISTNAME,
author=MAINTAINER,
author_email=MAINTAINER_EMAIL,
maintainer=MAINTAINER,
maintainer_email=MAINTAINER_EMAIL,
description=DESCRIPTION,
long_description=LONG_DESCRIPTION,
license=LICENSE,
url=URL,
version=VERSION,
download_url=DOWNLOAD_URL,
install_requires=install_requires,
packages=['talos',
'talos.scan',
'talos.examples',
'talos.utils',
'talos.model',
'talos.parameters',
'talos.reducers',
'talos.metrics',
'talos.commands'],
classifiers=[
'Intended Audience :: Science/Research',
'Programming Language :: Python :: 3.6',
'License :: OSI Approved :: MIT License',
'Topic :: Scientific/Engineering :: Human Machine Interfaces',
'Topic :: Scientific/Engineering :: Artificial Intelligence',
'Topic :: Scientific/Engineering :: Mathematics',
'Operating System :: POSIX',
'Operating System :: Unix',
'Operating System :: MacOS'],)