This is the example I use in my introductory lecture to Bayesian inference, developed for UCL's twice-yearly SPM Courses.
We use Julia and its probabilistic programming language Turing.jl.
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Simple example of Bayesian inference using Turing.jl
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Simple example of Bayesian inference using Turing.jl
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