old_contents: from distutils.core import setup
  
  DESCRIPTION = "tools for machine learning and data mining in Astronomy"
  LONG_DESCRIPTION = open('README.rst').read()
  NAME = "astroML"
  AUTHOR = "Jake VanderPlas"
  AUTHOR_EMAIL = "vanderplas@astro.washington.edu"
  MAINTAINER = "Jake VanderPlas"
  MAINTAINER_EMAIL = "vanderplas@astro.washington.edu"
  URL = 'http://astroML.github.com'
  DOWNLOAD_URL = 'http://github.com/astroML/astroML'
  LICENSE = 'BSD'
  
  import astroML
  VERSION = astroML.__version__
  
  setup(name=NAME,
        version=VERSION,
        description=DESCRIPTION,
        long_description=LONG_DESCRIPTION,
        author=AUTHOR,
        author_email=AUTHOR_EMAIL,
        maintainer=MAINTAINER,
        maintainer_email=MAINTAINER_EMAIL,
        url=URL,
        download_url=DOWNLOAD_URL,
        license=LICENSE,
        packages=['astroML',
                  'astroML.tests',
                  'astroML.clustering',
                  'astroML.clustering.tests',
                  'astroML.classification',
                  'astroML.linear_model',
                  'astroML.datasets',
                  'astroML.datasets.tools',
                  'astroML.density_estimation',
                  'astroML.density_estimation.tests',
                  'astroML.time_series',
                  'astroML.time_series.tests',
                  'astroML.dimensionality',
                  'astroML.dimensionality.tests',
                  'astroML.plotting',
                  'astroML.plotting.tests',
                  'astroML.stats',
                  'astroML.stats.tests',
              ],
        classifiers=[
          'Development Status :: 4 - Beta',
          'Environment :: Console',
          'Intended Audience :: Science/Research',
          'License :: OSI Approved :: BSD License',
          'Natural Language :: English',
          'Programming Language :: Python :: 2.7',
          'Programming Language :: Python :: 2.4',
          'Programming Language :: Python :: 3.5',
          'Topic :: Scientific/Engineering :: Astronomy'],
       )
  
new_contents: from distutils.core import setup
  
  DESCRIPTION = "tools for machine learning and data mining in Astronomy"
  LONG_DESCRIPTION = open('README.rst').read()
  NAME = "astroML"
  AUTHOR = "Jake VanderPlas"
  AUTHOR_EMAIL = "vanderplas@astro.washington.edu"
  MAINTAINER = "Jake VanderPlas"
  MAINTAINER_EMAIL = "vanderplas@astro.washington.edu"
  URL = 'http://astroML.github.com'
  DOWNLOAD_URL = 'http://github.com/astroML/astroML'
  LICENSE = 'BSD'
  
  import astroML
  VERSION = astroML.__version__
  
  setup(name=NAME,
        version=VERSION,
        description=DESCRIPTION,
        long_description=LONG_DESCRIPTION,
        author=AUTHOR,
        author_email=AUTHOR_EMAIL,
        maintainer=MAINTAINER,
        maintainer_email=MAINTAINER_EMAIL,
        url=URL,
        download_url=DOWNLOAD_URL,
        license=LICENSE,
        packages=['astroML',
                  'astroML.tests',
                  'astroML.clustering',
                  'astroML.clustering.tests',
                  'astroML.classification',
                  'astroML.linear_model',
                  'astroML.datasets',
                  'astroML.datasets.tools',
                  'astroML.density_estimation',
                  'astroML.density_estimation.tests',
                  'astroML.time_series',
                  'astroML.time_series.tests',
                  'astroML.dimensionality',
                  'astroML.dimensionality.tests',
                  'astroML.plotting',
                  'astroML.plotting.tests',
                  'astroML.stats',
                  'astroML.stats.tests',
              ],
        classifiers=[
          'Development Status :: 4 - Beta',
          'Environment :: Console',
          'Intended Audience :: Science/Research',
          'License :: OSI Approved :: BSD License',
          'Natural Language :: English',
          'Programming Language :: Python :: 2.7',
          'Programming Language :: Python :: 3.4',
          'Programming Language :: Python :: 3.5',
          'Topic :: Scientific/Engineering :: Astronomy'],
       )
  
subject: Fix typo