old_contents: from setuptools import setup
  from setuptools import find_packages
  
  
  def readme():
      with open('README.md', encoding='utf-8') as file:
          return file.read()
  
  
  def license():
      with open('LICENSE.txt', encoding='utf-8') as file:
          return file.read()
  
  
  setup(
      name='nalaf',
      version='0.2.1',
      description='Natural Language Framework, for NER and RE)',
      long_description=readme(),
      classifiers=[
          'Natural Language :: English',
          'Programming Language :: Python :: 3.5',
          'Topic :: Text Processing :: Linguistic'
      ],
      keywords='nlp ner natural langauge crf svm extraction entities relationships framework',
      url='https://github.com/Rostlab/nalaf',
      author='Aleksandar Bojchevski, Carsten Uhlig, Juan Miguel Cejuela',
      author_email='i@juanmi.rocks',
      license=license(),
      packages=find_packages(exclude=['tests']),
      install_requires=[
          'numpy>=1.11.2',
          'scipy>=0.18.1',
          'scikit-learn>=0.18.1',
          'gensim>= 0.13.3',
          'spacy>=1.2.0',
          'nltk>=3.2.1',
          'beautifulsoup4>=4.5.1',
          'requests>=2.8.1',
          'python-crfsuite>=0.8.4',
          'progress>=1.2',
      ],
      include_package_data=True,
      zip_safe=False,
      test_suite='nose.collector',
      setup_requires=['nose>=1.0'],
  )
  
new_contents: from setuptools import setup
  from setuptools import find_packages
  
  
  def readme():
      with open('README.md', encoding='utf-8') as file:
          return file.read()
  
  
  def license():
      with open('LICENSE.txt', encoding='utf-8') as file:
          return file.read()
  
  
  setup(
      name='nalaf',
      version='0.2.1',
      description='Natural Language Framework, for NER and RE)',
      long_description=readme(),
      classifiers=[
          'Natural Language :: English',
          'Programming Language :: Python :: 3.5',
          'Topic :: Text Processing :: Linguistic'
      ],
      keywords='nlp ner natural langauge crf svm extraction entities relationships framework',
      url='https://github.com/Rostlab/nalaf',
      author='Aleksandar Bojchevski, Carsten Uhlig, Juan Miguel Cejuela',
      author_email='i@juanmi.rocks',
      license=license(),
      packages=find_packages(exclude=['tests']),
      install_requires=[
          'numpy >= 1.13.1',
          'scipy >= 0.19.1',
          'scikit-learn == 0.18.1',
          'gensim >= 0.13.3',
          'spacy >= 1.8.2, < 1.9',
          'nltk >= 3.2.1',
          'beautifulsoup4 >= 4.5.1',
          'requests >= 2.8.1',
          'python-crfsuite >= 0.8.4',
          'progress >= 1.2',
      ],
      include_package_data=True,
      zip_safe=False,
      test_suite='nose.collector',
      setup_requires=['nose>=1.0'],
  )
  
subject: update and/or lock dependency versions -- specifically set scikit-learn == 0.18.1 to avoid unpickling warnings