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Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

30 26,362 0.0 Jupyter Notebook Probabilistic-Programmin VS 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 ;)
JLee_LinearOptimizationBook

2 117 0.0 MATLAB Probabilistic-Programmin VS JLee_LinearOptimizationBook
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Posts with mentions or reviews of Probabilistic-Programmin. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-07-04.

Ask HN: Literature for Mathematical Optimization?
3 projects | news.ycombinator.com | 4 Jul 2021

I recommend Bayesian Methods for hackers [1]. It doesn’t go too deep on theory but I feel like it’s well written and has really good coded up examples of theory being applied to problems. It has a relatively narrow scope, but I find myself reaching for methods I learned from the author frequently.
[1] https://github.com/CamDavidsonPilon/Probabilistic-Programmin...