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Add new algo, fix a few tests, make timings more precise, add profiler #1

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Thanks for the repo and the SO answer, it was a great help.

https://stackoverflow.com/a/76403418/3780296

MrTatsugoro added 8 commits June 5, 2023 23:06
The previous implementation ensured side-effect-free execution by having
the input list deepcopied as part of the benched function. This affects
timings too much, so I moved that to the setup and used
timeit.repeat(repeat=x, number=1) instead of timeit.timeit(number=x) to
ensure the setup runs before each iteration. No side-effects and we
bench the actual code instead of the deepcopy. I also simplified some of
the code to remove redundant stuff. + some PEP8.
Don't assume the return value is a list (this fixes a couple of tests
where the tested code wasn't at fault). Some tests still fail but that
may be due to the tested code.
dict comps were heavier than I thought.
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