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Abstract: Julia is homoiconic: it represents its own code as a data structure of the language itself. Since code is represented by objects that can be created and manipulated from within the language, it is possible for a program to transform and generate its own code. Metaprogramming (http://docs.julialang.org/en/release-...) is described in detail in the Julia manual. Visit http://julialang.org/ to download Julia. For more info on the Julia Programming Language, follow us on Twitter: / julialanguage and consider sponsoring us on GitHub: https://github.com/sponsors/JuliaLang Contents 00:00 Welcome 00:27 Metaprogramming allows you to simplify creating programs that write programs 00:45 Searching for an example of metaprogramming inside Julia code 02:38 Typical problem: how to call LAPACK from inside your code? 03:47 Example: calling function written in C from inside your code 06:17 Example: using for loop and `@eval` to generate code of the functions 10:52 Julia code is represented by Julia data structure 13:06 Question: what symbol can go in between symbols a and b (variables)? 13:58 Refining of last question: what is the default symbol for operator after `+` and `*`. 14:26 `a + b` is just a convenient way of writing `+(a, b)` 15:25 You can construct expressions from the ground up 18:18 Comment on Julia and MATLAB 18:47 Question: what is the relation between Julia's syntax and Abstract Syntax Tree (AST)? 19:42 `@eval` is just shorthand for `eval(quote(...))` 20:40 Macros is a Julia 22:40 Example: `@time` macro 27:07 Question: role of esc in macro hygiene S/O to https://github.com/KZiemian for the video timestamps! Want to help add timestamps to our YouTube videos to help with discoverability? Find out more here: https://github.com/JuliaCommunity/You... Interested in improving the auto generated captions? Get involved here: https://github.com/JuliaCommunity/You...