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Simple Python implementation of a Bayesian multi-armed bandit algorithm
- eximius 8y agoI should open source my cobbled together implementation for react. I will add that a couple great things for a dashboard using MAB are 1. Pairwise variant comparisons: i.e., P(A>B) for each pair. http://www.evanmiller.org/bayesian-ab-testing.html http://www.evanmiller.org/bayesian-ab-testing.html is an amazing resource on that. 2. Time-to-Confidence estimates: how long until we will have a credible interval of 5%? 1%? 0.5%? These can help you cull variants and experiments. Sure, it's optimized so you don't have to for the sake of the test, but code cleanliness is nice to have.
- Xochipilli 8y agoThe evanmiller blogpost is indeed a great resource, I should add that that to further readings.
- nickreese 8y agoPlease do. Would love to use something like this.
- wodenokoto 8y agoI'd love to just see a write up and screenshots :)
- deleted 8y ago[deleted]
- xapata 8y agoThe Python code might be simple, but the math jargon ain't.