Simple Python implementation of a Bayesian multi-armed bandit algorithm
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Simple Python implementation of a Bayesian multi-armed bandit algorithm
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Re: Simple Python implementation of a Bayesian multi-armed bandit algorithm
#2I 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 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.
Re: Simple Python implementation of a Bayesian multi-armed bandit algorithm
#3I 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 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 experi…
The evanmiller blogpost is indeed a great resource, I should add that that to further readings.
Re: Simple Python implementation of a Bayesian multi-armed bandit algorithm
#4I 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 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 experi…
Please do. Would love to use something like this.
Re: Simple Python implementation of a Bayesian multi-armed bandit algorithm
#5[deleted]
Re: Simple Python implementation of a Bayesian multi-armed bandit algorithm
#6The Python code might be simple, but the math jargon ain't.
Re: Simple Python implementation of a Bayesian multi-armed bandit algorithm
#7I 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 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 experi…
I'd love to just see a write up and screenshots :)