ModelingToolkit/ ODESystem in Turing

Specific Domains Probabilistic Programming
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Don’t assume an ordering on the parameters. Use the symbolic tooling as described in the docs. This page goes into some detail:

Effectively you want to:

prob = remake(prob, p=[p1 => p1, p2 => p2])

Then to optimize it more, use setu as described in the docs.