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Add linear systems message-passing tutorial - #103

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feat/linear-systems-bilinear-example
Open

Add linear systems message-passing tutorial#103
bvdmitri wants to merge 1 commit into
mainfrom
feat/linear-systems-bilinear-example

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@bvdmitri

@bvdmitri bvdmitri commented Aug 27, 2026

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Summary

  • Add an Advanced Example showing how to solve a small linear system with the Bilinear node.
  • Compare exact/tree and loopy behavior, convergence, residuals, variances, and coupling strength with plots.
  • Make examples-dev follow a local RxInfer checkout's local ReactiveMP path for development builds.

Verification

Built successfully with the Makefile command:

make examples-dev FILTER=Solving RXINFER=/Users/bvdmitri/Projects/Julia/RxInfer.jl

Dependency note

This example depends on the new Bilinear node and will not build against the currently released ReactiveMP package. It will build in CI and users' environments once a new ReactiveMP release containing that node is published; local development was verified using the local RxInfer and ReactiveMP checkouts.

@Nimrais — please review, especially the tutorial framing and whether the node should be renamed before release.

@bvdmitri
bvdmitri requested a review from Nimrais August 27, 2026 15:57
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