Recent Releases of RxInfer

RxInfer - 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])

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Published by github-actions[bot] 10 months ago

RxInfer - v4.5.0

RxInfer v4.5.0

Diff since v4.4.3

Merged pull requests: - Bump projection and reactivemp deps (#476) (@bvdmitri)

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Published by github-actions[bot] 12 months ago

RxInfer - 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)

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Published by github-actions[bot] about 1 year ago

RxInfer - v4.4.2

RxInfer v4.4.2

Diff since v4.4.1

Merged pull requests: - Update telemetry endpoint and add RxInfer version to logging (#462) (@bvdmitri) - 🤖 Auto-format Julia code (#463) (@github-actions[bot])

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Published by github-actions[bot] about 1 year ago

RxInfer - v4.4.1

RxInfer v4.4.1

Diff since v4.4.0

Merged pull requests: - Add references to RxInferServer and Python SDK (#459) (@bvdmitri) - 🤖 Auto-format Julia code (#460) (@github-actions[bot])

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Published by github-actions[bot] about 1 year ago

RxInfer - v4.4.0

RxInfer v4.4.0

Diff since v4.3.1

Merged pull requests: - Add downloads badge (#448) (@bvdmitri) - Update RMP version (#453) (@bvdmitri)

Closed issues: - Free energy computation of Transition is broken (#410) - Add downloads badge (#447)

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Published by github-actions[bot] about 1 year ago

RxInfer - v4.3.1

RxInfer v4.3.1

Diff since v4.3.0

Merged pull requests: - Force marginal computation plugin (#442) (@wouterwln)

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Published by github-actions[bot] about 1 year ago

RxInfer - v4.3.0

RxInfer v4.3.0

Diff since v4.2.0

Merged pull requests: - Fix some nonsensical test for DiscreteTransition (#441) (@wouterwln)

Closed issues: - Contradiction about deterministic factor nodes? (#437)

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Published by github-actions[bot] about 1 year ago

RxInfer - v4.2.0

RxInfer v4.2.0

Diff since v4.1.0

Merged pull requests: - test(fix): no marginalsamples option anymore (#438) (@Nimrais)

Closed issues: - FixedArguments permission denined when trying to add RxInfer (#435)

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Published by github-actions[bot] about 1 year ago

RxInfer - v4.1.0

RxInfer v4.1.0

Diff since v4.0.1

Merged pull requests: - Multinomial polya model (#418) (@ismailsenoz)

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Published by github-actions[bot] over 1 year ago

RxInfer - v4.0.1

RxInfer v4.0.1

Diff since v4.0.0

Closed issues: - Collect an anonymous telemetry on created models ? (#389)

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Published by github-actions[bot] over 1 year ago

RxInfer - v4.0.0

RxInfer v4.0.0

Diff since v3.10.1

The new major release of RxInfer brings several enhancements and updates to improve your experience.

Breaking Changes

  • The Transition factor node function has been renamed to DiscreteTransition in line with updates from ExponentialFamily.jl 2.0.
  • The MatrixDirichlet is now called DirichletCollection, reflecting changes in ExponentialFamily.jl 2.0.

These changes are part of our ongoing efforts to align with the latest developments in the ExponentialFamily.jl package and to provide a more intuitive and performant implementation of POMDP models.

New Features

  • We’ve introduced RxInfer inference sessions, offering a new approach to analyze performance of RxInfer inference routines as well as optional sharing of such sessions with core developer to improve debugging and support.
  • A built-in callback hook is now available for performance tracking
  • Error hints can now be disabled permanently with Preferences.jl

Improvements

  • We’ve improved the wording, naming, and implementation of Hidden Markov and POMDP examples to make them faster and more user-friendly.
  • As usual, this release includes various bug fixes and minor improvements to enhance overall stability and performance.
  • Dependencies have been updated, for example, in addition to ExponentialFamily.jl the ExponentialFamilyProjection.jl package has also been updated to its latest version, ensuring compatibility and access to new features.

We encourage all users to update to this latest version to take advantage of these improvements. As always, we welcome your feedback and contributions to continue enhancing RxInfer.

Merged pull requests: - Session storing and sharing (#420) (@bvdmitri) - Bump projection deps (#424) (@bvdmitri) - Implement BenchmarkCallback (#425) (@wouterwln) - Update version to 4.0.0 (#426) (@bvdmitri) - Split show for benchmarkcallbacks (#430) (@wouterwln) - use circular buffer instead of vectors for benchmark stats (#431) (@bvdmitri)

Closed issues: - Suggest MeanField() when constraints are needed (#400) - Document that Linearization works only with differentiable functions (#422) - CI is failing with CVI and projection (#423)

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Published by github-actions[bot] over 1 year ago

RxInfer - v3.10.1

RxInfer v3.10.1

Diff since v3.10.0

Merged pull requests: - Try gen AI search instead (#413) (@bvdmitri)

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Published by github-actions[bot] over 1 year ago

RxInfer - v3.10.0

RxInfer v3.10.0

Diff since v3.9.1

Merged pull requests: - Add RxInfer-Assistant to documentation (#408) (@albertpod) - Bump version and RMP compat version (#412) (@wouterwln)

Closed issues: - Is there any way to compute the Bethe Free Energy of a given model? (#407)

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RxInfer - v3.9.1

RxInfer v3.9.1

Diff since v3.9.0

Merged pull requests: - Add google verification token to the sources (#406) (@bvdmitri)

Closed issues: - Consolidate examples in RxInferExamples.jl repository (#319)

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RxInfer - v3.9.0

RxInfer v3.9.0

Diff since v3.8.4

Merged pull requests: - Add Binomial Regression Tests and Example Notebook (#403) (@ismailsenoz) - Move examples out of the repository (#404) (@bvdmitri)

Closed issues: - Broken example on rxinfer website (#401)

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Published by github-actions[bot] over 1 year ago

RxInfer - v3.8.4

RxInfer v3.8.4

Diff since v3.8.3

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RxInfer - v3.8.3

RxInfer v3.8.3

Diff since v3.8.2

Merged pull requests: - Create a separate CI action for formatting (#307) (@bvdmitri) - add structural dynamics example (#392) (@vflores-io) - Update README.md (#398) (@albertpod)

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RxInfer - v3.8.2

RxInfer v3.8.2

Diff since v3.8.1

Merged pull requests: - Add sharp bits section and invite users to the discussions upon error (#391) (@bvdmitri)

Closed issues: - An overview of "sharp bits" of RxInfer (#60) - Misleading mean-field constraint comment in HGF demo (#383) - Intercept errors and point users to a discussion platform (#385) - Enhance error handling: implement user-friendly error messages for common issues (#386)

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RxInfer - v3.8.1

RxInfer v3.8.1

Diff since v3.8.0

Merged pull requests: - Fix HGF notebook (#387) (@HoangMHNguyen) - Dev node in a rule (#394) (@bvdmitri) - Use GraphPPL 4.5.0 (#396) (@bvdmitri)

Closed issues: - Issue in the dot product within a NormalMeanVariance distribution (#390)

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RxInfer - 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)

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RxInfer - 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)

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RxInfer - 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)

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RxInfer - 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)

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RxInfer - 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)

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RxInfer - 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)

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Published by github-actions[bot] almost 2 years ago

RxInfer - 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)

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Published by github-actions[bot] almost 2 years ago

RxInfer - 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)

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Published by github-actions[bot] almost 2 years ago

RxInfer - 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)

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Published by github-actions[bot] almost 2 years ago

RxInfer - v3.3.1

RxInfer v3.3.1

Diff since v3.3.0

Merged pull requests: - Initialization macro bug fix (#313) (@wouterwln)

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Published by github-actions[bot] almost 2 years ago

RxInfer - v3.3.0

RxInfer v3.3.0

Diff since v3.2.0

Merged pull requests: - Minor changes for GraphPPL 4.2.0 (#310) (@bvdmitri)

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Published by github-actions[bot] about 2 years ago

RxInfer - v3.2.0

RxInfer v3.2.0

Diff since v3.1.0

Merged pull requests: - Update the documentation for the initialization syntax + minor fixes (#303) (@bvdmitri) - Update constraints-specification.md (#304) (@wouterwln) - Enhance the autoupdates macro (#306) (@bvdmitri)

Closed issues: - Extend functionality of@autoupdates (#61) - Add documentation entry for BetheFactorization and MeanField (#288) - The Initialization guide does not cover initialization in nested models (#298)

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Published by github-actions[bot] about 2 years ago

RxInfer - v3.1.0

RxInfer v3.1.0

Diff since v3.0.2

Merged pull requests: - Set minimum supported version of Julia to 1.10 (#301) (@bvdmitri) - Fix broken tests (#302) (@bvdmitri)

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Published by github-actions[bot] about 2 years ago

RxInfer - v3.0.2

RxInfer v3.0.2

Diff since v3.0.1

Merged pull requests: - Proof-read README (#297) (@bvdmitri)

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Published by github-actions[bot] about 2 years ago

RxInfer - v3.0.1

RxInfer v3.0.1

Diff since v3.0.0

Merged pull requests: - Add CODECOV_TOKEN in CI (#293) (@bvdmitri) - Add Dynalist link for public meetings (#294) (@bvdmitri) - Add more information to the migration guide (#296) (@bvdmitri)

Closed issues: - Code coverage does not update for a while (#292)

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RxInfer - v3.0.0

RxInfer v3.0.0

Diff since v2.17.1

Merged pull requests: - fix Bayesian Linear Regression Tutorial (#243) (@bvdmitri) - Update MountainCart example with new Graph PPL (#264) (@Sepideh-Adamiat) - Initialization macro (#265) (@wouterwln) - update to coin toss model for GraphPPL v4 (#267) (@raganapa) - Dev 4.0.0 examples chance constraints (#269) (@Raphael-Tresor) - update to example (#270) (@raganapa) - Fixed examples (#271) (@bvdmitri) - New big release 3.0.0 (#272) (@bvdmitri) - change "init" to "initialization" (#276) (@wouterwln) - Migration guide initial commit (#278) (@wouterwln) - update most examples (#280) (@wouterwln) - Add error message for trailing commas (#281) (@wouterwln) - update bayesian Linear Regression example to new initialization (#282) (@HoangMHNguyen) - Documentation check (#283) (@wouterwln) - Proofread documentation (#284) (@albertpod) - Fix show for initialization (#285) (@wouterwln) - New section in the documentation for static inference (#286) (@bvdmitri) - Use setup-julia version 2 (#289) (@bvdmitri) - Update README.md (#290) (@albertpod)

Closed issues: - Splatting does not work (with non-linear node) (#122) - Unable to target single variables in form constraints (#147) - Document the functional form constraints and the @constraints macro (#150) - Integrate new GraphPPL.jl (#213) - 'FullFactorisation' is a confusing name for a constraint that impose no factorisation. (#231) - Examples need adjustments for new GraphPPL (#242) - Documentation need adjustments for new GraphPPL.jl (#257) - Use initialization instead of init for the initialization (#274) - We need a migration guide for v3 (#275) - Adjust examples to new @initialization macro (#277) - Consufing error message with the @initialization macro (#279)

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Published by github-actions[bot] about 2 years ago

RxInfer - v2.17.1

RxInfer v2.17.1

Diff since v2.17.0

Merged pull requests: - Update contributions documentation (#239) (@wouterwln) - Migration - Universal mixtures (#246) (@bartvanerp) - Migration - Invertible Neural Networks Tutorial (#247) (@bartvanerp) - 4.0.0 Infinite Data Stream (#248) (@Nimrais) - Advanced Tutorial fixes (#249) (@bvdmitri) - Update gaussian mixture example (#250) (@wouterwln) - Update GP SSM example (#251) (@HoangMHNguyen) - Update RTS-BIFM to 4.0.0 (#252) (@HoangMHNguyen) - Update Nonlinear Sensor Fusion (#253) (@Nimrais) - Update Gamma Mixture Example (#254) (@Nimrais) - Fix HGF example for GraphPPL v4.0.0 (#255) (@bvdmitri) - fix: update the Assessing People's Skills example (#256) (@carbonbasedsoul) - Update examples with new GraphPPL (#258) (@albertpod) - fix: update Hidden Markov Model Example (#259) (@Sepideh-Adamiat) - Updating Kalman Filter Example (#260) (@tonmalan) - Add external examples section (#261) (@albertpod) - Dev 4.0.0 examples probit (#262) (@Raphael-Tresor)

Closed issues: - Enhance workflow clarity of the project (#238) - Kalman filtering and smoothing (#244) - Coin-Toss Model (#245)

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Published by github-actions[bot] about 2 years ago

RxInfer - v2.17.0

RxInfer v2.17.0

Diff since v2.16.2

Merged pull requests: - Fix missing check for infer function (#228) (@albertpod) - Doc update on FullFactorisation following its name change to BetheFactoridation (#237) (@Raphael-Tresor)

Closed issues: - Question: What are some heuristic rules for initialization? (#169) - The inference function implementation / Clean Code discussion (#49) - Question about transformations (#229)

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RxInfer - v2.16.2

RxInfer v2.16.2

Diff since v2.16.0

Merged pull requests: - Update README.md (roadmap project link) (#215) (@albertpod) - Resolve #220 (#221) (@bartvanerp) - Tutorial: why do we need to initialise (#224) (@Nimrais) - Use julia cache in CI (#225) (@bvdmitri)

Closed issues: - The repository is large (#198) - Not able to multiply matrix with a vector of random Variable. (#217) - Keyword arguments issue with depreciated rxinference() (#220)

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RxInfer - v2.16.0

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Published by bvdmitri over 2 years ago

RxInfer - v2.15.0

RxInfer v2.15.0

Diff since v2.14.2

Merged pull requests: - Add more contributing guides (#191) (@bvdmitri) - Add tests for #30 (#193) (@bvdmitri) - Update index.md (#195) (@bvdmitri) - Dev add re test items (#196) (@mhidalgoaraya)

Closed issues: - Linearization meta does not allow DataVariable input (#30) - Pin repo in BIASlab org (#76) - Splatting does not work (with non-linear node) (#122) - initmarginals accept an array argument with different length (#175) - Use ReTestItems for tests (#182) - The link to the comparison in the documentation leads to a wrong section (#194)

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RxInfer - v2.14.2

RxInfer v2.14.2

Diff since v2.14.1

Merged pull requests: - Add prediction example (#184) (@albertpod) - fix Aqua (#186) (@bvdmitri) - Hierarchical Bayesian Linear Regression example (#187) (@bvdmitri) - Fix import warnings (#189) (@bvdmitri)

Closed issues: - A forecasting/predicting example would be useful (#15) - Document the ability to change the message passing rules and the @meta macro (#151) - Tests are failing (due to Aqua) (#185) - julia show warnings when using RxInfer for the first time (#188)

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RxInfer - v2.14.1

RxInfer v2.14.1

Diff since v2.14.0

Merged pull requests: - Document the ability to change the message passing rules and the @meta macro (#171) (@HoangMHNguyen)

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RxInfer - v2.14.0

RxInfer v2.14.0

Diff since v2.13.2

Merged pull requests: - Fixes warnings for unused datavars and addons (#124) (@bartvanerp) - Add comparison to other packages (#162) (@albertpod) - Fix weird font in the examples section (#170) (@bvdmitri) - Introduce Bethe Free Energy (#173) (@ThijsvdLaar) - Update CI.yml (#174) (@bvdmitri) - Integration ExponentialFamily.jl (#176) (@bvdmitri)

Closed issues: - Add a section in the documentation that compares RxInfer to other well-known Bayesian inference packages (#71) - initmarginals broadcasting not working for PointMass (#101) - warn argument in inference function not affecting logs for unused vars (#104) - @constraints simply ignore incomplete factorization constraints without any warning (#118) - Section links in some examples are broken (#144) - Introduce Bethe Free Energy and variational inference concept in the documentation (#152) - Integration of ExponentialFamily.jl (#153) - Kalman filtering example with system inputs (#166)

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RxInfer - v2.13.2

RxInfer v2.13.2

Diff since v2.13.1

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RxInfer - v2.13.1

RxInfer v2.13.1

Diff since v2.13.0

Merged pull requests: - Add manual for delta node (#157) (@albertpod) - Fix rendering of subheaders in docs (#160) (@bartvanerp) - Update README.md with href to MIT license (#161) (@bartvanerp)

Closed issues: - Broken / empty output cells in example notebooks (#10) - Nonlinear/delta node usage tutorial (#46) - Add table with available rules (#74) - Improve documentation involving distributions (#115) - how use vision in perception? (#154) - good cognition objective paper (#155) - Section header not rendering properly for Kalman filtering and smoothing example (#158) - Matrix{RandomVariable} * RandomVariable errors (#163)

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RxInfer - v2.13.0

RxInfer v2.13.0

Diff since v2.12.0

Merged pull requests: - Update for the new version of ReactiveMP (#149) (@bvdmitri)

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RxInfer - v2.12.0

RxInfer v2.12.0

Diff since v2.11.3

Merged pull requests: - Modify inference for predictions functionality (#51) (@albertpod) - Move pkgeval badge to the developers documentation (#146) (@bvdmitri) - Update README.md (#148) (@bvdmitri)

Closed issues: - Predictive posterior distributions (#58)

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RxInfer - v2.11.3

RxInfer v2.11.3

Diff since v2.11.2

Merged pull requests: - fast path for dists in the PointMass constraint (#145) (@bvdmitri)

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Published by github-actions[bot] almost 3 years ago

RxInfer - v2.11.2

RxInfer v2.11.2

Diff since v2.11.1

Closed issues: - https//rxinfer.ml Certificate (#12) - Restructure examples in documentation (#97) - Update example notebooks (#98) - RxInfer causing a segfault/sigterm when called from Evolutionary? (#125) - Amortized Bayesian parameter estimation example for the leaky competing accumulator (#128) - How to run rxinfer on infinite stream iteratively? (#129) - Example request: How to use DifferentialEquations.jl as part of the model, especially SDEs? (#130) - Some equations in the Assesing Peoples Skills demo are broken (#136)

Merged pull requests: - Patch the Invertible Neural Networks example (#127) (@bvdmitri) - Hidden markov model documentation (#131) (@MagnusKoudahl) - Reorganisation of examples (#138) (@albertpod) - Fix a few typos (#142) (@pitmonticone)

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Published by github-actions[bot] almost 3 years ago

RxInfer - v2.11.1

RxInfer v2.11.1

Diff since v2.11.0

Closed issues: - Docs need some proof reading (#11) - Debugging: detecting NaN's (#116) - AutoProposal in the SampleListFormConstraints works only for univariate distributions and logpdfs (#117)

Merged pull requests: - Update mountain car example (#114) (@HoangMHNguyen) - make the sample list form constraint more generic (#121) (@bvdmitri) - Dev documentation addons (#123) (@wmkouw)

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Published by github-actions[bot] almost 3 years ago

RxInfer - v2.11.0

RxInfer v2.11.0

Diff since v2.10.4

Merged pull requests: - Migrate to ReactiveMP 3.9.0 (#119) (@bvdmitri)

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Published by github-actions[bot] almost 3 years ago

RxInfer - v2.10.4

RxInfer v2.10.4

Diff since v2.10.3

Closed issues: - Revise node-creation section in docs (#99)

Merged pull requests: - Initial implementation of custom node tutorial (#105) (@wouterwln) - feat: add diagnostic check after inf entropies subtraction (#110) (@bvdmitri) - Update document for Linear Regression.ipynb (#113) (@Chengfeng-Jia)

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RxInfer - v2.10.3

RxInfer v2.10.3

Diff since v2.10.2

Closed issues: - Return results of the inference in case of an error (#59) - Chance constraint example would be helpful (#68) - Add CITATION.cff file (#102) - Equations in Universal mixture docs not rendering (#107)

Merged pull requests: - Improve the documentation build (#96) (@bvdmitri) - Update mixture example (#100) (@bartvanerp) - add the CITATION.cff and a reference to the JOSS paper (#108) (@bvdmitri) - Fix equation rendering for mixture notebook (#109) (@bartvanerp) - feat: reword the people skill demo (#111) (@Nimrais) - chore: use Julia 1.9 for tests / rerun benchmarks with Julia 1.9 (#112) (@bvdmitri)

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RxInfer - v2.10.2

RxInfer v2.10.2

Diff since v2.10.1

Merged pull requests: - Small fix to example based on John-Boik's last catch. (#89) (@wmkouw) - paper: fix doi for the Julia paper (#92) (@bvdmitri) - Remove PyPlot dependency in the examples (#93) (@bvdmitri)

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RxInfer - v2.10.1

RxInfer v2.10.1

Diff since v2.10.0

Merged pull requests: - JOSS submission (#45) (@bvdmitri) - update benchmarks with new versions of packages (#91) (@bvdmitri)

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RxInfer - v2.10.0

RxInfer v2.10.0

Diff since v2.9.0

Closed issues: - Mathematical Equations in README (#81) - The nonlinear sensor fusion demo is broken (#52) - Brief emphasis on the use of aliases for Distributions (#63) - "Edit on GitHub" button on example pages are broken (#70) - implement inference() callbacks that allow conditional termination of iterations (#84)

Merged pull requests: - Docs: Add info on factor node creation using Distributions.jl (#73) (@bartvanerp) - docs(): fix broken 'edit' links for examples (#75) (@bvdmitri) - Update CoC (#79) (@albertpod) - Fix README formulas (#82) (@bvdmitri) - Origin/dev allow failed (#83) (@Chengfeng-Jia) - feat: allow to halt iterations based on callback return value (#85) (@bvdmitri) - fix: allow unproper messages in sensor fusion demo (first model) (#86) (@Nimrais) - Add chance-constrained AIF demo (#87) (@ThijsvdLaar) - test: run benchmarks on a single CPU (#88) (@bvdmitri) - Update new-example.md (#90) (@bvdmitri)

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RxInfer - v2.9.0

RxInfer v2.9.0

Diff since v2.8.0

Closed issues: - make_node(f::Function) is broken if all input args are DataVariable (#9) - Provide metrics for claimed accuracy vs Turing.jl (#62) - Statement of need in software documentation (#65)

Merged pull requests: - Minor improvement on CONTRIBUTING docs (#64) (@alstat) - docs(): improve wording in README & add statement of need (#66) (@bvdmitri) - #9:make_node accepts all data-/constvars (#67) (@wmkouw) - convert testset to test_args (#69) (@bvdmitri)

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Published by github-actions[bot] over 3 years ago

RxInfer - v2.8.0

RxInfer v2.8.0

Diff since v2.7.0

Closed issues: - Stuck on MarginalRuleMethodError warning (#37)

Merged pull requests: - Rename Switch to Mixture (#57) (@bartvanerp)

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RxInfer - v2.7.0

RxInfer v2.7.0

Diff since v2.6.0

Closed issues: - Nice docs (#54) - DifferentialEquation example? (#55)

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RxInfer - v2.6.0

RxInfer v2.6.0

Diff since v2.5.0

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Published by github-actions[bot] over 3 years ago

RxInfer - v2.5.0

RxInfer v2.5.0

Diff since v2.4.1

Closed issues: - LSTM example output is different between local version and documentation version (#42)

Merged pull requests: - Create CODEOFCONDUCT.md (#44) (@albertpod) - Fix Typo in Documentation (#47) (@Dhuige) - Allow vector of variables as an argument in the @autoupdates macro (#48) (@bvdmitri)

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RxInfer - v2.4.1

RxInfer v2.4.1

Diff since v2.4.0

Merged pull requests: - Add StableRNGs (#43) (@Chengfeng-Jia)

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RxInfer - v2.4.0

RxInfer v2.4.0

Diff since v2.3.1

Closed issues: - Missing optimizer for discrete pointmass (#29)

Merged pull requests: - Add addons (#20) (@bartvanerp) - Prediction demo nn (#38) (@Chengfeng-Jia)

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RxInfer - v2.3.1

RxInfer v2.3.1

Diff since v2.3.0

Closed issues: - Not sure how to set initmarginals (#39)

Merged pull requests: - add docs initmessage/initmarginas (#40) (@bartvanerp)

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RxInfer - v2.3.0

RxInfer v2.3.0

Diff since v2.2.0

Merged pull requests: - Typo (#36) (@KronosTheLate)

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RxInfer - v2.2.0

RxInfer v2.2.0

Diff since v2.1.0

Merged pull requests: - ARMA demo (#33) (@albertpod) - Active Inference mountain car problem example (#34) (@bvdmitri)

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RxInfer - v2.1.0

RxInfer v2.1.0

Diff since v2.0.2

Closed issues: - rxinference help mode missing datastream info (#18) - rxinference: UndefVarError on historyvars = KeepEach() (#24) - x ~ dist is not supported if dist is an argument of the @model function (#28)

Merged pull requests: - docs: add docstrings for the data arguments in the inference functions (#27) (@bvdmitri) - feat: priors as arguments support (#31) (@bvdmitri)

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RxInfer - v2.0.2

RxInfer v2.0.2

Diff since v2.0.1

Closed issues: - Is it possible to use min/max in a model? (#17) - Vector of datavariables in rxinference causes a TypeError (#23)

Merged pull requests: - Fix typos (#21) (@pitmonticone) - Fix #23 & #24 (#25) (@bvdmitri) - Update Identification Problem.ipynb (#26) (@bvdmitri)

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RxInfer - v2.0.1

RxInfer v2.0.1

Diff since v2.0.0

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Published by github-actions[bot] over 3 years ago

RxInfer - v2.0.0

RxInfer v2.0.0

Diff since v1.1.0

Closed issues: - Add online inference API (rxinference) (#8)

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RxInfer - v1.1.0

RxInfer v1.1.0

Diff since v1.0.0

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Published by github-actions[bot] almost 4 years ago

RxInfer - v1.0.0

RxInfer v1.0.0

Scientific Software - Peer-reviewed - Jupyter Notebook
Published by github-actions[bot] almost 4 years ago