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Even though all three of us come from different fields, we all found the julia language more effective for our research than languages that we’ve used before Chapter 12 of getting started with julia by ivo balbaert provides an introduction to julia, detailing its installation, usage, and fundamental features tailored for data scientists and technical computing professionals. We discuss some of our arguments in section 2

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However, compared to other languages, julia is one of the newest languages around. Symbolics.jl is a computer algebra system for julia. Most languages have a system by which you can type commentary into your code without it being compiled along with the code

In julia, the symbol is a hashtag, #

Anything after a hashtag on a single line will be ignored by the program. Many of julia’s special functions come from the usual c/fortran libraries, but some are written in pure julia code Hybrid of scripted languages (like matlab, python, and r) and compiled languages (c++, fortran) Symbolic computing in julia sympy.jl wraps the python package sympy