+1 that conda solves "most of our packaging problems" in the science/data science world (I've lived within it for 1.5 years, it really simplifies things). I use conda on Linux, Mac and Windows for r&d and deployment for tools including numpy, sklearn, matplotlib along with flask, pymongo etc.