text: from setuptools import setup
  
  
  def readme():
      try:
          with open("README.rst", encoding="UTF-8") as readme_file:
              return readme_file.read()
      except TypeError:
          # Python 2.7 doesn't support encoding argument in builtin open
          import io
          with io.open("README.rst", encoding="UTF-8") as readme_file:
              return readme_file.read()
  
  
  configuration = {
      "name": "umap-learn",
      "version": "0.3.10",
      "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)
  