v4.6.5

RxInfer v4.6.5

Diff since v4.6.4

Merged pull requests:

• Remove vibe coded fields from issue template (#581) (@wouterwln)
• add new documentation section "What is a rule" (#582) (@bvdmitri)

v4.6.4

RxInfer v4.6.4

Diff since v4.6.3

Merged pull requests:

• implemented backend-aware node alias conversion for initilization - similar to @model macro (#525) (@skoghoern)
• #562 Select tests with make test test_args... (#563) (@abpolym)
• Add issue templates (#568) (@wouterwln)
• Initialization macro revision (#571) (@wouterwln)
• Update benchmarks in README (#576) (@bvdmitri)
• Make tags consistent (#577) (@wouterwln)
• Fix docs build (#580) (@bvdmitri)

Closed issues:

• Error initializing model parameters as constants in GMM (#314)
• Access posteriors of variables inside nested models (#316)
• UndefVarError in simple Poisson-Gamma model (#439)
• Initialization macro lacks features compared to model macro (#507)
• Improve linking between examples and docs (#512)
• Why can't NormalMixture node accept fixed mean/precision parameters? (#560)
• Select test files using make test test_args=... (#562)
• [Bug]: StackOverflowError when contextual-bandit model uses >32 arms (#573)
• [Docs]: Docs build is broken due to changes in the initialization macro (#579)

v4.6.3

RxInfer v4.6.3

Diff since v4.6.2

Merged pull requests:

• 🤖 Auto-format Julia code (#537) (@github-actions[bot])
• #543 Switch from CpuId to Hwloc for parallel tests && make format (#544) (@abpolym)
• Add special case for PointMassFormConstraint for Categorical (#546) (@wouterwln)
• 🤖 Auto-format Julia code (#547) (@github-actions[bot])
• 🤖 Auto-format Julia code (#548) (@github-actions[bot])
• 550 fix spelling grammar mistakes in documentation (#552) (@abpolym)
• #555 Add LiveServer as a dependency (#556) (@abpolym)
• #511 Differentiate RxInfer.jl documentation from RxInferExamples.jl (#557) (@abpolym)

Closed issues:

• PointMassFormConstraint on a MatrixDirichlet marginal (#343)
• GammaShapeScale not supported and confusing error (#468)
• Upgrade to ForwardDiff 1.0+ (#509)
• Two websites (examples and docs) was confusing (#511)
• MultiAgentTrajectoryPlanning tests are failing (#542)
• Switch from CpuId to Hwloc for parallel tests (#543)
• Fix spelling & grammar mistakes in documentation (#550)
• LiveServer missing in docs/Project.toml (#555)

v4.6.2

RxInfer v4.6.2

Diff since v4.6.1

Merged pull requests:

• Fix Gamma Mixture tests (#541) (@bvdmitri)

Closed issues:

• failing tests with one hot encoded checks (#539)
• failing tests with undefined probvec (#540)

v4.6.1

RxInfer v4.6.1

Diff since v4.6.0

Merged pull requests:

• Add Discord badge to README (#517) (@bvdmitri)
• GammaShapeScale - changed the dispatch version of default_parametrization for Gamma (#526) (@skoghoern)

Closed issues:

• Suggestions for documentation and features (#94)
• Asynchronous, Parallel Sub-Models + Hardware (#520)
• Implement user-friendly stopping criterions like StopWhenFreeEnergyChangeLess (#534)

v4.6.0

RxInfer v4.6.0

Diff since v4.5.2

Merged pull requests:

• Add new doc section about static and streamlined inferences (#503) (@bvdmitri)
• Add test model for non-linear node (univariate -> multivariate) (#505) (@bartvanerp)
• Document EmptyAutoUpdateSpecification (#510) (@fonsp)
• Update dependencies (#514) (@bvdmitri)

Closed issues:

• rxinference does not support predictions functionality (#180)
• Underestimated variance in the predictive message (#201)
• streaming_inference without autoupdates (#223)
• Some errors with CVIProjection (#336)
• Have a section that explains how to convert a model to batched version with auto updates (#436)
• Document performance tips & tricks (#456)

v4.5.2

RxInfer v4.5.2

Diff since v4.5.1

Merged pull requests:

• Add Performance Tips and FAQ (#502) (@bvdmitri)

Closed issues:

• Enforcing mean-field constraints in simple Gaussian linear model? (#479)
• Problems with large covariance matrices (#497)

v4.5.1

RxInfer v4.5.1

Diff since v4.5.0

Merged pull requests:

• Add Julia 1.12 to the CI (#482) (@bvdmitri)
• Remove bad show method (#485) (@bvdmitri)
• Move PrettyTables.jl to extensions (#486) (@bvdmitri)
• 🤖 Auto-format Julia code (#487) (@github-actions[bot])
• Update postprocessing logic to handle potential error better (#493) (@bvdmitri)
• 🤖 Auto-format Julia code (#494) (@github-actions[bot])
• 🤖 Auto-format Julia code (#495) (@github-actions[bot])

v4.5.0

RxInfer v4.5.0

Diff since v4.4.3

Merged pull requests:

• Bump projection and reactivemp deps (#476) (@bvdmitri)

v4.4.3

RxInfer v4.4.3

Diff since v4.4.2

Merged pull requests:

• Update roadmap (#465) (@bvdmitri)
• Add DeepWiki badge (#471) (@bvdmitri)
• Allow for vector of inputs in streaming inference (#472) (@MVerschure)

Closed issues:

• Vector of inputs in streaming_inference (#318)
• Tree Decompositions of Models (#467)