old_contents: import os
  from io import open
  
  from setuptools import find_packages, setup
  
  packages = ['elfi'] + ['elfi.' + p for p in find_packages('elfi')]
  
  # include C++ examples
  package_data = {'elfi.examples': ['cpp/Makefile', 'cpp/*.txt', 'cpp/*.cpp']}
  
  with open('requirements.txt', 'r') as f:
      requirements = f.read().splitlines()
  
  optionals = {'doc': ['Sphinx'], 'graphviz': ['graphviz>=0.7.1']}
  
  # read version number
  __version__ = open('elfi/__init__.py').readlines()[-1].split(' ')[-1].strip().strip("'\"")
  
  setup(
      name='elfi',
      keywords='abc likelihood-free statistics',
      packages=packages,
      package_data=package_data,
      version=__version__,
      author='ELFI authors',
      author_email='elfi-support@hiit.fi',
      url='http://elfi.readthedocs.io',
      install_requires=requirements,
      extras_require=optionals,
      description='Modular ABC inference framework for python',
      long_description=(open('docs/description.rst').read()),
      license='BSD',
      classifiers=[
          'Programming Language :: Python :: 3.5', 'Topic :: Scientific/Engineering',
          'Topic :: Scientific/Engineering :: Artificial Intelligence',
          'Topic :: Scientific/Engineering :: Bio-Informatics',
          'Topic :: Scientific/Engineering :: Mathematics', 'Operating System :: OS Independent',
          'Development Status :: 4 - Beta', 'Intended Audience :: Science/Research',
          'License :: OSI Approved :: BSD License'
      ],
      zip_safe=False)
  
new_contents: import os
  from io import open
  
  from setuptools import find_packages, setup
  
  packages = ['elfi'] + ['elfi.' + p for p in find_packages('elfi')]
  
  # include C++ examples
  package_data = {'elfi.examples': ['cpp/Makefile', 'cpp/*.txt', 'cpp/*.cpp']}
  
  with open('requirements.txt', 'r') as f:
      requirements = f.read().splitlines()
  
  optionals = {'doc': ['Sphinx'], 'graphviz': ['graphviz>=0.7.1']}
  
  # read version number
  __version__ = open('elfi/__init__.py').readlines()[-1].split(' ')[-1].strip().strip("'\"")
  
  setup(
      name='elfi',
      keywords='abc likelihood-free statistics',
      packages=packages,
      package_data=package_data,
      version=__version__,
      author='ELFI authors',
      author_email='elfi-support@hiit.fi',
      url='http://elfi.readthedocs.io',
      install_requires=requirements,
      extras_require=optionals,
      description='ELFI - Engine for Likelihood-free Inference',
      long_description=(open('docs/description.rst').read()),
      license='BSD',
      classifiers=[
          'Programming Language :: Python :: 3.5', 'Topic :: Scientific/Engineering',
          'Topic :: Scientific/Engineering :: Artificial Intelligence',
          'Topic :: Scientific/Engineering :: Bio-Informatics',
          'Topic :: Scientific/Engineering :: Mathematics', 'Operating System :: OS Independent',
          'Development Status :: 4 - Beta', 'Intended Audience :: Science/Research',
          'License :: OSI Approved :: BSD License'
      ],
      zip_safe=False)
  
subject: Update description in setup.py (#291)