old_contents: from os import path
  from setuptools import find_packages, setup
  
  here = path.abspath(path.dirname(__file__))
  
  long_description = \
  '''
  An end-to-end framework support multi-modal data processing
  and fast prototyping of machine learning algorithm in form
  of organized networks.
  '''
  
  setup(
      name='odin-ai',
      version='0.1',
      description="Deep learning for research and production",
      long_description=long_description,
      url='https://github.com/imito/odin-ai',
      author='Trung Ngo Trong',
      author_email='trung@imito.ai',
      license='MIT',
      classifiers=[
          'Development Status :: 3 - Alpha',
          'Intended Audience :: Developers',
          'Intended Audience :: Education',
          'Intended Audience :: Science/Research',
          'Topic :: Scientific/Engineering :: Artificial Intelligence',
          'Topic :: Scientific/Engineering :: Speech Processing',
          'Topic :: Scientific/Engineering :: Bio-Informatics',
          'License :: OSI Approved :: MIT License',
          'Programming Language :: Python :: 2',
          'Programming Language :: Python :: 2.7',
          'Programming Language :: Python :: 3',
          'Programming Language :: Python :: 3.5',
          'Natural Language :: English',
          'Operating System :: MacOS :: MacOS X',
          'Operating System :: Microsoft :: Windows',
          'Operating System :: POSIX :: Linux',
      ],
      keywords='tensorflow pytorch machine learning neural networks deep learning bayesian',
      packages=find_packages(exclude=['examples', 'examples/*', 'docs', 'tests']),
      # scripts=['bin/speech-augmentation', 'bin/speech-test'],
      install_requires=['numpy>=1.9.1',
                        'scipy>=0.14',
                        'six>=1.9.0',
                        'scikit-learn>=0.20.0',
                        'matplotlib>=3.0.0',
                        'tqdm',
                        'dill'],
      extras_require={
          'visualize': ['pydot>=1.2.4',
                        'colorama',
                        'seaborn'],
          'tests': ['pytest',
                    'pandas',
                    'requests'],
          'audio': ['soundfile',
                    'resampy'],
          'docs': ['sphinx', 'sphinx-rtd-theme']
      },
      zip_safe=False)
  
new_contents: from os import path
  from setuptools import find_packages, setup
  
  here = path.abspath(path.dirname(__file__))
  
  long_description = \
  '''
  An end-to-end framework support multi-modal data processing
  and fast prototyping of machine learning algorithm in form
  of organized networks.
  '''
  
  setup(
      name='odin-ai',
      version='0.1.2',
      description="Deep learning for research and production",
      long_description=long_description,
      url='https://github.com/imito/odin-ai',
      author='Trung Ngo Trong',
      author_email='trung@imito.ai',
      license='MIT',
      classifiers=[
          'Development Status :: 3 - Alpha',
          'Intended Audience :: Developers',
          'Intended Audience :: Education',
          'Intended Audience :: Science/Research',
          'Topic :: Scientific/Engineering :: Artificial Intelligence',
          'Topic :: Scientific/Engineering :: Speech Processing',
          'Topic :: Scientific/Engineering :: Bio-Informatics',
          'License :: OSI Approved :: MIT License',
          'Programming Language :: Python :: 2',
          'Programming Language :: Python :: 2.7',
          'Programming Language :: Python :: 3',
          'Programming Language :: Python :: 3.5',
          'Natural Language :: English',
          'Operating System :: MacOS :: MacOS X',
          'Operating System :: Microsoft :: Windows',
          'Operating System :: POSIX :: Linux',
      ],
      keywords='tensorflow pytorch machine learning neural networks deep learning bayesian',
      packages=find_packages(exclude=['examples', 'examples/*', 'docs', 'tests']),
      # scripts=['bin/speech-augmentation', 'bin/speech-test'],
      setup_requires=['pip>=19.0'],
      install_requires=['numpy>=1.9.1',
                        'scipy>=0.14',
                        'six>=1.9.0',
                        'scikit-learn>=0.20.0',
                        'matplotlib>=3.0.0',
                        'tqdm',
                        'dill'],
      extras_require={
          'visualize': ['pydot>=1.2.4',
                        'colorama',
                        'seaborn'],
          'tests': ['pytest',
                    'pandas',
                    'requests'],
          'audio': ['soundfile',
                    'resampy'],
          'docs': ['sphinx', 'sphinx-rtd-theme']
      },
      zip_safe=False)
  
subject: Update version to 0.1.2; require pip>=19