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xukai92/generated_quantile.jl

Last active June 26, 2020 23:30
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Generated quantiles with Turing.jl
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generated_quantile.jl
# Modifed from https://github.com/cambridge-mlg/Covid19/blob/master/src/utils.jl#L79
function generated_quantities(m::Turing.Model, c::MCMCChains.Chains)
# If `c` is multiple chains, we convert them into a single chain
chain = length(chains(c)) == 1 ? c : MCMCChains.pool_chain(c)
vi = Turing.DynamicPPL.VarInfo(m)
return map(1:length(chain)) do i
Turing.DynamicPPL._setval!(vi, chain[i])
m(vi)
end
end
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