I think that the short answer is that a column vector is not the same thing 
than a row vector. Note that Array{Float64,1} (N-vector) is kind of 
equivalent to column vectors (Nx1 matrices) in Julia (meaning you can use 
them in linear algebra operations), that might be where the confusion comes 
from.

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