v3.0.2

ReactiveMP v3.0.2

Diff since v3.0.1

Merged pull requests:

• 224 gaussian mixture relax constraints all around (#235) (@wouterwln)

v3.0.1

ReactiveMP v3.0.1

Diff since v3.0.0

Closed issues:

• Relax constraints for Gaussian Mixture update rules (#224)

Merged pull requests:

• Updated Gaussian Mixture update rules (#234) (@wouterwln)

v3.0.0

ReactiveMP v3.0.0

Diff since v2.5.1

Closed issues:

• Networks of discrete random variables (#98)
• Test rules macro fails with indexed rules (#216)
• Fix broken demo on Kalman Smoothing with neural network driven dynamics (#225)
• Free energy calculation with mean-field constrain encounters a MethodError (#233)

Merged pull requests:

• Add CVI implementation for the delta node (#188) (@Nimrais)
• Add getnodefn function in rules (#217) (@bvdmitri)
• Support indexed rules in @call_rule macro (#218) (@bvdmitri)
• Develop delta fn eus fix indexed call rule (#219) (@bvdmitri)
• Develop delta fn cvi fix indexed rules (#220) (@bvdmitri)
• Fix interaction between autovar and variables in a form of a tuple (#221) (@bvdmitri)
• Fix KLSTM demo (#227) (@Chengfeng-Jia)
• Reduce the training time of neural network (#228) (@Chengfeng-Jia)

v2.5.1

ReactiveMP v2.5.1

Diff since v2.5.0

Closed issues:

• Macros @call_rule and @marginal_rule are broken for Delta node (#210)
• PyPlot.jl based examples crash in CI (#212)

Merged pull requests:

• Add average energy for uniform dist (#208) (@albertpod)
• add GPRegression by SSM demo (#209) (@HoangMHNguyen)
• Fix for the broken @call_rule for nodes that might have a variable number of inputs (#211) (@bvdmitri)
• Update INN demo with Plots.jl (#214) (@bartvanerp)

v2.5.0

ReactiveMP v2.5.0

Diff since v2.4.1

Closed issues:

• Revise mean(inv, ::PointMass) (#191)
• Error reporting for Progress in automatic inference API (#192)
• Wishart marginal not Hermitian in static model (#193)
• InverseWishart encounters a degrees-of-freedom argument error (#195)
• @node should not support interface names with underscores (#203)

Merged pull requests:

• Add MvNormalMeanScalePrecision node (#184) (@albertpod)
• Inverse Gamma Node (#194) (@abpolym)
• Fix mv-precision inference with known mean (#196) (@bvdmitri)
• Add mean(::cholinv) (#197) (@bvdmitri)
• Add Julia 1.8 in tests (#198) (@bvdmitri)
• Update vague for InverseWishart (#199) (@albertpod)
• add Base.size method for pointmass (#200) (@bvdmitri)
• Fix showprogress = true when iterations are not specified (#201) (@bvdmitri)
• fix: do not allow underscores in interfaces names (#204) (@bvdmitri)
• Change default meta spec from Any to Nothing (#206) (@bvdmitri)

v2.4.1

ReactiveMP v2.4.1

Diff since v2.4.0

Closed issues:

• make test testset="path" pass if path does not exist (#183)

Merged pull requests:

• Show the original stack trace for StackOverflowError in the inference function (#189) (@bvdmitri)
• Improve tests infrastructure (#190) (@bvdmitri)

v2.4.0

ReactiveMP v2.4.0

Diff since v2.3.1

Closed issues:

• distribution parameterization by keyword arguments (#1)
• Support of message passing for Boolean functions (#120)
• Sampling with size argument for Multivariate Gaussian Family is broken after new version of Distributions.jl (#174)
• Factorisation constraints do not play nicely with tuple-d variables (e.g. in Gaussian Mixture node) (#179)

Merged pull requests:

• Support of message passing for Boolean functions (#170) (@albertpod)
• Merge latest changes from master to dev_logic (#177) (@bvdmitri)
• Breaking: set returnvars = KeepLast() when iterations are not specified (#178) (@bvdmitri)
• fix constraints specification resolution for tupled variables (#180) (@bvdmitri)
• Add error for incompatible number of arguments in the model spec (#181) (@bvdmitri)
• Fix factorisation constraints for anonymous random variables from deterministic functions (#182) (@bvdmitri)
• Add tests for aliases (#185) (@bvdmitri)

v2.3.1

ReactiveMP v2.3.1

Diff since v2.3.0

Closed issues:

• Linear combination is inconsistent / numerically unstable (#164)
• FE computation for Categoricals fails when the parameter vector has 0 entries (#165)

Merged pull requests:

• chore: change error message for update! (#167) (@bvdmitri)
• Add custom rule layout for CVI approximation (#168) (@bvdmitri)
• fix: add clamplog (#169) (@bvdmitri)
• fix: automatically renormalize Contingency matrix (#173) (@bvdmitri)
• fix preoptimised factorisation constraint rules for nodes with 2 inputs (#175) (@bvdmitri)
• add extra rand methods for mv gaussians (#176) (@bvdmitri)

v2.3.0

ReactiveMP v2.3.0

Diff since v2.2.0

Closed issues:

• Implement RequireInboundMarginal (#151)

Merged pull requests:

• Add Inverse-Wishart (#161) (@albertpod)
• Wishart/InverseWishart messages (#163) (@bvdmitri)

v2.2.0

ReactiveMP v2.2.0

Diff since v2.1.0

Closed issues:

• Add Poisson node (#129)

Merged pull requests:

• feat: new functional dependencies pipeline RequireMarginal (#160) (@bvdmitri)