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Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
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InfluxDB
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Jake Vanderplas's Statistics for Hackers presentation is a perfect place to start. Bayesian Methods for Hackers is also very good.
We didn't post a preprint, but if you contact one of us directly via email (we are all easy to find) we can send you a copy. You can also access all the code and figures at my github repo https://github.com/gtuckerkellogg/trial-homogeneity-sims