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I will take care of brew (this is a ruby script that compiles everything) and there is a "ppa-style" way of adding repos (tap)
Pip is probably the most challenging because this means handling all the c++ dependencies. I think this is what usually happens with 'native' libraries.
There is also an alternative way of thinking which is that if we have pip that compiles the C++, maybe we only need this one.
We should provide packages. The obvious ones are:
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