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If anyone needs more color, Travis, the CEO of continuum and the author of NumPy just wrote a great post explaining why conda exists, and why virtualenv and pip aren't sufficient for the scientific python community.

http://technicaldiscovery.blogspot.com/2013/12/why-i-promote...



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