I’ll start with what I do not mean by this question. I know you need to know programming and data structures, but what I am asking about is specific algorithms and theorems.

The ones I can enumerate now (edited after some answers):

Mega guide link

  • mykl@lemmy.world
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    10 days ago

    I followed the link for Spectral Decomposition, and noped right out when I saw the banner “This article may be too technical for most readers to understand.”

    Great list though, thanks!

  • Sekoia@lemmy.blahaj.zone
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    10 days ago

    Not an algorithm or theorem, but specializing to the input is a good general tip to at least get an answer ime

    In terms of algorithms: flood fill is useful, a few other graph algos like min-cut/max-flow come in useful sometimes.

  • hades@lemm.ee
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    9 days ago
    • A* algorithm
    • honestly a lot of other graph algorithms, just be aware of them, and be able to find algorithms you didn’t know before
    • OEIS
    • SMT solvers
    • set operations on intervals