You may also be interested in the work at
https://github.com/scikit-learn/scikit-learn/issues/10289 and perhaps
interested in helping give feedback towards finishing it off.
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If you produce a catalogue of their runtime complexities, it would be great
if you could contribute them back to the project's documentation. Thanks!
However, I suspect you'll find that the theoretical worst-case asymptotic
runtime is often not what you're most interested in.
