Re:Calculus with Julia
by terribleperson on Monday May 20, 2024 @09:14PM
(#40422929)
As someone who's used Python but not Julia - when you say package ecosystem has a brighter future, does that include not needing several versions of Julia installed on my PC?
That might sell me alone.
Personally I have found that the best tools are 1) a firm grasp of elementary calculus (differential, series, and integral) and 2) exposure to simple numerical methods that apply to a broad range of problems.
Armed with this knowledge, in my opinion, Julia is a far superior language to python and its package ecosystem has a brighter future. Indeed, the language has been built with a focus on mathematical modeling and efficient numerical computation. It is a more natural starting point for those with an interest in mathematical modeling and engineering science, and will serve anyone who learns it better than python+numpy+sympy+scipy.