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Dropping python 3.5 support #125

@caspervdw

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@caspervdw

Following up on #116

We decided that we want to start following numpy's deprecation protocol at https://numpy.org/neps/nep-0029-deprecation_policy.html .

For the next release, we want to limit Python to >= 3.6 and numpy to >= 1.15
GEOS we leave to >= 3.5 until Ubuntu 16 is out of support (April 2021).

@jorisvandenbossche will check with shapely what their policy is

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