Just to note, anaconda also has it's own method of managing environments:

On Wed, Jun 1, 2016 at 2:43 PM, Andrea Bravi <[email protected]> wrote:

>
> Hi guys,
>
>
> I recommend using https://virtualenv.pypa.io
> <https://virtualenv.pypa.io/en/stable/> to solve those issues!
>
>
> Best regards,
>
> Andrea
>
>
> On Wednesday, 1 June 2016, Matthew Brett <[email protected]> wrote:
>
>> On Wed, Jun 1, 2016 at 11:17 AM, Sebastian Raschka
>> <[email protected]> wrote:
>> >> I think you're using system Python on the Mac.   I'd really strongly
>> >> recommend against that, because system Python
>> >
>> > Yeah, but I think that the system Python doesn’t come with NumPy and
>> SciPy installed on a Mac?
>>
>> That's the entire problem - system Python has its own private copy of
>> numpy and scipy and matplotlib that are not in the usual sys.path
>> places:
>>
>> $ /usr/bin/python -c 'import numpy; print(numpy.__file__)'
>>
>> /System/Library/Frameworks/Python.framework/Versions/2.7/Extras/lib/python/numpy/__init__.pyc
>>
>> Then, if you try to upgrade them with pip, the new packages are below
>> the private copies in directory precedence, and the effect is that the
>> upgrade is ignored.
>>
>> In effect, system Python is for the system, if you want to own your
>> Python, you need to install another copy for yourself.
>>
>> Cheers,
>>
>> Matthew
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>>
>
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-- 

Stephen D. Shank, Ph. D.
Department of Biology, Center for Computational Genetics and Genomics
Temple University, Philadelphia, PA
BioLife 106F
[email protected]
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