Turing equivalent of Stan/R model from StatisticalRethinking

[trahflow]

@amit1

What is Turing equivalent of transpars in STAN?

For that question see this discussion (tldr: There is a generated_quantities() function) :

Traces of transformed variables within Turing.jl models

Nice and thanks for the quick response @dlakelan! For future reference, here is the example from the docs using variational inference: using Turing using Optim using StatsPlots using Turing: Variational @model function demo(xs) s ~ InverseGamma(2, 3) m_shifted ~ Normal(10, √s) m = m_shifted - 10 for i in eachindex(xs) xs[i] ~ Normal(m, √s) end return (m, ) end q = vi(model, ADVI(10, 2000)) samples = rand(q, 1000) #NOTE: constructing the chain becomes sligh…