old_contents: from setuptools import setup
  
  def readme():
      with open('README.rst') as readme_file:
          return readme_file.read()
  
  configuration = {
      'name' : 'umap-learn',
      'version': '0.3.6',
      'description' : 'Uniform Manifold Approximation and Projection',
      'long_description' : readme(),
      'classifiers' : [
          'Development Status :: 3 - Alpha',
          'Intended Audience :: Science/Research',
          'Intended Audience :: Developers',
          'License :: OSI Approved',
          'Programming Language :: C',
          'Programming Language :: Python',
          'Topic :: Software Development',
          'Topic :: Scientific/Engineering',
          'Operating System :: Microsoft :: Windows',
          'Operating System :: POSIX',
          'Operating System :: Unix',
          'Operating System :: MacOS',
          'Programming Language :: Python :: 2.7',
          'Programming Language :: Python :: 3.6',
      ],
      'keywords' : 'dimension reduction t-sne manifold',
      'url' : 'http://github.com/lmcinnes/umap',
      'maintainer' : 'Leland McInnes',
      'maintainer_email' : 'leland.mcinnes@gmail.com',
      'license' : 'BSD',
      'packages' : ['umap'],
      'install_requires': ['numpy >= 1.13',
                           'scikit-learn >= 0.16',
                            'scipy >= 0.19',
                           'numba >= 0.37'],
      'ext_modules' : [],
      'cmdclass' : {},
      'test_suite' : 'nose.collector',
      'tests_require' : ['nose'],
      'data_files' : ()
      }
  
  setup(**configuration)
  
new_contents: from setuptools import setup
  
  def readme():
      with open('README.rst') as readme_file:
          return readme_file.read()
  
  configuration = {
      'name' : 'umap-learn',
      'version': '0.3.7',
      'description' : 'Uniform Manifold Approximation and Projection',
      'long_description' : readme(),
      'classifiers' : [
          'Development Status :: 3 - Alpha',
          'Intended Audience :: Science/Research',
          'Intended Audience :: Developers',
          'License :: OSI Approved',
          'Programming Language :: C',
          'Programming Language :: Python',
          'Topic :: Software Development',
          'Topic :: Scientific/Engineering',
          'Operating System :: Microsoft :: Windows',
          'Operating System :: POSIX',
          'Operating System :: Unix',
          'Operating System :: MacOS',
          'Programming Language :: Python :: 2.7',
          'Programming Language :: Python :: 3.6',
      ],
      'keywords' : 'dimension reduction t-sne manifold',
      'url' : 'http://github.com/lmcinnes/umap',
      'maintainer' : 'Leland McInnes',
      'maintainer_email' : 'leland.mcinnes@gmail.com',
      'license' : 'BSD',
      'packages' : ['umap'],
      'install_requires': ['numpy >= 1.13',
                           'scikit-learn >= 0.16',
                            'scipy >= 0.19',
                           'numba >= 0.37'],
      'ext_modules' : [],
      'cmdclass' : {},
      'test_suite' : 'nose.collector',
      'tests_require' : ['nose'],
      'data_files' : ()
      }
  
  setup(**configuration)
  
subject: Bump patch version for small data fix