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Remove Cython and numpy build dependencies and implement work around suggested in #82

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adithyabsk
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https://github.com/cython/cython/blob/master/docs/src/reference/compilation.rst
https://stackoverflow.com/questions/19919905/how-to-bootstrap-numpy-installation-in-setup-py
numpy/numpy#2434
numpy/numpy#432

In order to allow ConfigSpace to be installed using requirements file.

This change and the suggested change in autosklearn will allow the project to be independently installed.

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codecov-io commented Jul 25, 2018

Codecov Report

Merging #82 into master will not change coverage.
The diff coverage is n/a.

Impacted file tree graph

@@          Coverage Diff           @@
##           master     #82   +/-   ##
======================================
  Coverage    46.2%   46.2%           
======================================
  Files          21      21           
  Lines        2610    2610           
======================================
  Hits         1206    1206           
  Misses       1404    1404

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@adithyabsk
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Upon further research it seems to fail in awkward edge cases and I will find a workaround for my current issue until PEP518 is widely used. It seems that the current solution that most large frameworks implement is much more cumbersome than it's worth.

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