v3.8.0

RxInfer v3.8.0

Diff since v3.7.2

Merged pull requests:

• Added possible solution to constrain form error print (#370) (@wmkouw)
• Update deps to GraphPPL 4.4.0 and update docs on the visualization (#384) (@bvdmitri)

Closed issues:

• RuleMethodError: improve debugging information (#366)

v3.7.2

RxInfer v3.7.2

Diff since v3.7.1

Merged pull requests:

• Fix tests for new version of Julia (#369) (@bvdmitri)
• Bump RMP version (#375) (@bvdmitri)
• Change readme to address numfocus comments (#377) (@ismailsenoz)
• add example: LitterModel (#378) (@LearnableLoopAI)
• fix(cviprojection-tests): prjparams is removed from CVIProjection (#381) (@Nimrais)

Closed issues:

• Add tags to the description of the repository (#374)
• CVI projection broken tests (#380)

v3.7.1

RxInfer v3.7.1

Diff since v3.7.0

Merged pull requests:

• CompatHelper: bump compat for Static to 1, (keep existing compat) (#361) (@github-actions[bot])
• Simplify model definition in kalman filter example (#362) (@wouterwln)
• Restore error message for unparametrized Normal/MvNormal/Gamma (#364) (@bvdmitri)
• Document := operator better (#365) (@bvdmitri)

Closed issues:

• := operator is not mentioned in RxInfer docs, leading to confusion (#359)
• x ~ Normal(0, 1) should error and hinting users to use Normal(mean = ..., var/prec = ...) (#360)

v3.7.0

RxInfer v3.7.0

Diff since v3.6.1

Merged pull requests:

• Add custom node contraction (#342) (@blolt)
• Add UnfactorizedData (#356) (@wouterwln)

Closed issues:

• Allow contraction of composite nodes (#287)
• Predictions in the Bike Rental Demand demo are worse than in RxInfer v2 due to factorization constraints (#291)
• Initialization sometimes causes exponential scaling in runtime (#353)
• Prediction of data variables when some are missing (#355)
• Linear model with log-link on sigma (exp(sigma)) errors: are there plans to support it in the future? (#357)

v3.6.1

RxInfer v3.6.1

Diff since v3.6.0

Merged pull requests:

• Update README.md to include external contributors (#348) (@albertpod)
• Update GitHub Actions to use upload-artifact@v4 (#352) (@bvdmitri)
• Add MultiAgentTrajectoryPlanning to tests (#354) (@bvdmitri)

v3.6.0

RxInfer v3.6.0

Diff since v3.5.1

Merged pull requests:

• Show variable name and suggestions if the resulting functional form is not supported by the inference backend (#347) (@bvdmitri)

Closed issues:

• Possible to get involved variables from functional form errors? (#335)

v3.5.1

RxInfer v3.5.1

Diff since v3.5.0

Merged pull requests:

• Fix plotting in coin toss model example (#333) (@bvdmitri)
• Skip projection for ef types (#338) (@bvdmitri)
• add linearizedproductof to lowprioritycandidates for sample list form constraint (#341) (@wouterwln)
• fix tests for RMP PR413 (#346) (@bvdmitri)

Closed issues:

• Enhance Support for Broadcasting (#165)
• missalignment in plot of example: examples/basic_examples/Coin Toss Model.ipynb? (#324)
• The slide() function in Active Inference Mountain Car example (#329)
• Constraint Factorization Error (#345)

v3.5.0

RxInfer v3.5.0

Diff since v3.4.0

Merged pull requests:

• Remove Forney-style prefixes from documentation (#320) (@albertpod)
• Update the roadmap (#321) (@bvdmitri)
• add juliausergroupmunich video (#323) (@bvdmitri)
• Initial integration with ExponentialFamilyProjection (#325) (@bvdmitri)

Closed issues:

• Inference over inputs (#326)

v3.4.0

RxInfer v3.4.0

Diff since v3.3.1

Merged pull requests:

• Fixes for new versions of GraphPPL and ReactiveMP (#317) (@bvdmitri)

v3.3.1

RxInfer v3.3.1

Diff since v3.3.0

Merged pull requests:

• Initialization macro bug fix (#313) (@wouterwln)