old_contents: from setuptools import setup, find_packages
  
  with open('README.rst', 'r') as fh:
      long_desc = fh.read()
  
  setup(
      name='pybbn',
      version='0.1.3',
      author='Jee Vang',
      author_email='vangjee@gmail.com',
      packages=find_packages(),
      description='Learning and Inference in Bayesian Belief Networks',
      long_description=long_desc,
      url='https://github.com/vangj/py-bbn',
      keywords=' '.join(['bayesian', 'belief', 'network', 'exact', 'approximate', 'inference', 'junction', 'tree',
                         'algorithm', 'pptc', 'dag', 'gibbs', 'sampling', 'multivariate', 'conditional', 'gaussian',
                         'linear', 'causal', 'causality', 'structure', 'parameter']),
      classifiers=[
          'Programming Language :: Python :: 2',
          'Programming Language :: Python :: 3',
          'License :: OSI Approved :: Apache Software License',
          'Operating System :: OS Independent',
          'Topic :: Scientific/Engineering :: Artificial Intelligence',
          'Intended Audience :: Developers',
          'Intended Audience :: Science/Research',
          'Development Status :: 4 - Beta'
      ]
  )
  
new_contents: from setuptools import setup, find_packages
  
  with open('README.rst', 'r') as fh:
      long_desc = fh.read()
  
  setup(
      name='pybbn',
      version='0.1.4',
      author='Jee Vang',
      author_email='vangjee@gmail.com',
      packages=find_packages(),
      description='Learning and Inference in Bayesian Belief Networks',
      long_description=long_desc,
      url='https://github.com/vangj/py-bbn',
      keywords=' '.join(['bayesian', 'belief', 'network', 'exact', 'approximate', 'inference', 'junction', 'tree',
                         'algorithm', 'pptc', 'dag', 'gibbs', 'sampling', 'multivariate', 'conditional', 'gaussian',
                         'linear', 'causal', 'causality', 'structure', 'parameter']),
      classifiers=[
          'Programming Language :: Python :: 2',
          'Programming Language :: Python :: 3',
          'License :: OSI Approved :: Apache Software License',
          'Operating System :: OS Independent',
          'Topic :: Scientific/Engineering :: Artificial Intelligence',
          'Intended Audience :: Developers',
          'Intended Audience :: Science/Research',
          'Development Status :: 4 - Beta'
      ]
  )
  
subject: upgrade version