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Re:Differentiation for Hackers by brighter2morrow on Saturday June 22, 2019 @12:29PM (#20250407)
Learning to do calculus allows you to do it on paper and in your head. Lines of code are liabilities that need to be maintained, understood concepts are assets that let you build, maintain, and simplify.
Re:Differentiation for Hackers by adamnemecek on Saturday June 22, 2019 @12:31PM (#20250417)
AD can be done on paper. Analytical calculus derivatives get exponentially longer with the length of the derived expression.

https://blog.demofox.org/2014/12/30/dual-numbers-automatic-d...