Anyways, I went there was because I wanted to tweet a reminder that "Roulette-wheel selection via stochastic acceptance" from Adam Lipowski & Dorota Lipowska is super simple, robust, and performant for so many cases where dynamic graphs are involved. https://arxiv.org/abs/1109.3627
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A simple gist if you're curious. All you really need to do is keep track of the max value on updates. No need to normalize or anything.https://gist.github.com/jbn/0e845461f3e5cfdac2847fc6b51ad4ef#file-stochastic_acceptance-py …
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