Or compile Elixir to native code with HiPE by adding:

    @compile [:native, {:hipe, [:verbose, :o3]}]

to the top of the module with the arithmetic. It might not be as performant as C but it can be about 10-15X more performant than pure elixir (in my tests anyway).

I've no idea of the relative performance against numpy...