ReactiveMP.jl: a Julia package for automatic Bayesian inference on a factor graph with reactive message passing.

ReactiveMP v5.6.5

Diff since v5.6.4

Merged pull requests:

• 294 rule marginalrule and average energy should check interface names (#545) (@abpolym)
• Add issue templates to ReactiveMP (#558) (@wouterwln)
• Remove vibe coded required fields (#562) (@wouterwln)
• Remove Requires.jl dependency (#564) (@wouterwln)
• MvNormalWishart node implementation (#565) (@esther-van-pelt)
• Fix documentation build (#567) (@bvdmitri)
• 🤖 Auto-format Julia code (#568) (@github-actions[bot])
• 🤖 Auto-format Julia code (#570) (@github-actions[bot])
• Optimize double loops in CT node (#571) (@Nimrais)
• 🤖 Auto-format Julia code (#572) (@github-actions[bot])
• CompatHelper: bump compat for Optim to 2, (keep existing compat) (#574) (@github-actions[bot])

Closed issues:

• Problems with Laplace approximation method (#74)
• Propagate log of Categorical distribution parameters? (#75)
• Allow user to choose between safe/unsafe/fastcholesky inverse in Gaussian nodes (#76)
• Importance sampling for GammaMixture support. (#84)
• Complete optimization procedure for multivariate and matrix variate random variables. (#133)
• Multiple RequireMarginals with SP and PointMass constraint do not update/ask for missing rule (#242)
• Extend logpdf messages with importance distributions (#252)
• PointMass inputs do not carry scale factors. (#254)
• Addons do not combine nicely with functional form constraints (#258)
• Add inplace mul! with StandardBasisVector (#288)
• @rule, @marginalrule and @average_energy should check interface names (#294)
• Free energy computations with UniformScaling are broken (#340)
• Speed up backward message for Linearization (#342)
• The computations of rules for ContinuousTransition node can be improved (#368)
• Many nodes have undocumented functional form (#400)
• [Task]: MvNormalWishart node to enable joint μ–Λ priors for NormalMixture (#542)
• Deprecated extension? (#547)