Mark Dickinson <dicki...@gmail.com> added the comment:

Right, `max` can only give meaningful results when presented with elements that 
belong to a totally-ordered collection. Unfortunately, floats-including-nan is 
not such a collection (though floats-excluding-nan *is*, provided we ignore 
wrinkles with positive and negative zero).

Here's the source of the issue:

Python 3.7.4 (default, Sep  7 2019, 19:52:29) 
[Clang 10.0.1 (clang-1001.0.46.4)] on darwin
Type "help", "copyright", "credits" or "license" for more information.
>>> import numpy as np
>>> 5.0 < np.nan
False
>>> np.nan < 5.0
False

----------
nosy: +mark.dickinson
resolution: third party -> 
stage: resolved -> 
status: closed -> open

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Python tracker <rep...@bugs.python.org>
<https://bugs.python.org/issue38181>
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