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Installation of requirements on Windows fails #3

Description

@fkromer

When installing the requirements with pip install -r requirements.txt the installation of the requirements halts after failing install of gnureadline:

Collecting gnureadline==6.3.3 (from -r requirements.txt (line 5))
  Using cached gnureadline-6.3.3.tar.gz
    Complete output from command python setup.py egg_info:
    Error: this module is not meant to work on Windows (try pyreadline instead)

Replacing gnureadline==6.3.3 in requirements.txt with pyreadline==2.1 seems to work for Windows.

(Environment: Python 3.6.3, jupyter 4.4.0)

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