Mathematical programming in Julia is just more natural and integrated with the language and type system.

From dot broadcasting, to multiple dispatch, to parametric types (if you want ), multidimensional array comprehensions. No worrying about 4 different container types (list, np array, pytorch tensor, symbolic etc etc)

Everything works with one array abstraction, including gpu and multi threaded