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I was put off when it seemed that the language doesn't support vectorization the way that Matlab does

Yea, coming from matlab it just feels so wrong to write out loops by hand. Fortunately it seems some people are working on trying to solve that here: https://github.com/lindahua/Devectorize.jl



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