There was a discussion about “implementing numpy in Julia” a while ago which might be of interest, Stefan wrote a nice summary of why you couldn’t just “run Python in Julia” to speed things up back then: How hard would it be to implement Numpy.jl, i.e. Numpy in Julia? - #56 by StefanKarpinski