<commit_before>from __future__ import print_function

import sys

from setuptools import setup, find_packages

import versioneer

with open('requirements.txt') as f:
    INSTALL_REQUIRES = [l.strip() for l in f.readlines() if l]

try:
    import numpy
except ImportError:
    print('numpy is required during installation')
    sys.exit(1)

try:
    import scipy
except ImportError:
    print('scipy is required during installation')
    sys.exit(1)

setup(name='fri',
      version=versioneer.get_version(),
      cmdclass=versioneer.get_cmdclass(),
      description='Feature relevance interval method',
      author='<NAME>',
      packages=find_packages(),
      install_requires=INSTALL_REQUIRES,
      dependency_links=[
          "git+https://github.com/cvxgrp/cvxpy.git@1.0#egg=cvxpy-1.0"
      ],
      author_email='<EMAIL>',
      )<commit_msg>New PyPi keywords and readme format added<commit_after>from __future__ import print_function

import sys

from setuptools import setup, find_packages

import versioneer

with open('requirements.txt') as f:
    INSTALL_REQUIRES = [l.strip() for l in f.readlines() if l]

try:
    import numpy
except ImportError:
    print('numpy is required during installation')
    sys.exit(1)

try:
    import scipy
except ImportError:
    print('scipy is required during installation')
    sys.exit(1)

from os import path

here = path.abspath(path.dirname(__file__))
# Get the long description from the README file
with open(path.join(here, 'README.md'), encoding='utf-8') as f:
    long_description = f.read()

setup(name='fri',
      version=versioneer.get_version(),
      cmdclass=versioneer.get_cmdclass(),
      description='Feature relevance interval method',
      long_description=long_description,
      long_description_content_type='text/markdown',
      url='https://github.com/lpfann/fri',
      author='<NAME>',
      packages=find_packages(),
      install_requires=INSTALL_REQUIRES,
      dependency_links=[
          "git+https://github.com/cvxgrp/cvxpy.git@1.0#egg=cvxpy-1.0"
      ],
      author_email='<EMAIL>',
      license='MIT',
      classifiers=[
          'Development Status :: 4 - Beta',

          # Pick your license as you wish
          'License :: OSI Approved :: MIT License',

          # Specify the Python versions you support here. In particular, ensure
          # that you indicate whether you support Python 2, Python 3 or both.
          'Programming Language :: Python :: 3.5',
          'Programming Language :: Python :: 3.6',
      ],
      keywords="feature selection relevance bounds machine learning bioinformatics"
      )
{'fraction_non_alphanumeric': 0.10737485670615209, 'fraction_numerical': 0.007642338555598013, 'mean_word_length': 3.334437086092715, 'pattern_counts': {'":': 0, '<': 7, '<?xml version=': 0, '>': 7, 'https://': 3, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 1, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '3760016', 'n_tokens_mistral': 800, 'n_tokens_neox': 779, 'n_words': 205}