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Turing v0.39.4

Diff since v0.39.3

Bumped compatibility of AbstractPPL to include 0.12.

Merged pull requests: - Modernise README (#2575) (@penelopeysm) - Gibbs test | Fix dynamic model test in Gibbs sampler suite (#2579) (@AoifeHughes) - Replace 2018 AISTATS conference paper with the latest 2025 ACM paper (#2608) (@sunxd3) - Bump AbstractPPL to 0.12 (#2614) (@penelopeysm)

Closed issues: - HMM example model with missing data yields Malformed dims error (#1359) - Help with intializing the getq function from the tutorials (#1515) - Sampling from prior using return value doesn't work with MvNormal (#1559) - Needs a method to get generated_quantities from the result of an optimization (#1886) - Turing Sampling specified parameters (#1911) - OrdinalLogistic - wrong support? (#1970) - Arraydist and Dirichlet cause stackoverflow error (#1989) - Hidden Markov tutorial crashes (#2074) - Cannot sample from bounded distribution when using Dual types (#2088) - missing keyword arguments not property processed (#2259) - ReverseDiff Error with Vector{Real} Input in Turing Model (#2364) - Remove hmc.jl and mh.jl in light of upstreamed "getparams" into AbstractMCMC (#2367) - Improve Gibbs dynamic model test (#2402) - Question: MCMChain after VI sampling (#2462) - parameters macro for specifying trace manually (aka Turing's VarInfo) (#2492) - Automate formatter on PRs (#2596) - Add a support_policy.md (#2601) - How to mimick a discrete bayes net? (#2606) - arraydist() errors with non <:Real data (#2611) - arraydist() errors when custom distribution uses non-Real data (#2612) - Remove DistributionsAD (#2613)

Source: README.md, updated 2025-07-08