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Initial integration with ExponentialFamilyProjection #325

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merged 29 commits into from
Jul 19, 2024
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This PR adds support for ExponentialFamilyProjection in RxInfer.jl. It introduces two new sections on running inference in non-conjugate models and handling factor nodes without explicitly defined message update rules.

This PR is accompanied by a corresponding PR to RxInfer.jl. Tests for individual rules are available in ReactiveMP, and this PR includes tests for the overall inference procedure.

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@albertpod albertpod left a comment

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Great work @bvdmitri! I've added small comments.

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Thanks for comments @albertpod , all of them have been addressed

@bvdmitri bvdmitri marked this pull request as ready for review July 19, 2024 12:34
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codecov bot commented Jul 19, 2024

Codecov Report

Attention: Patch coverage is 86.84211% with 5 lines in your changes missing coverage. Please review.

Project coverage is 84.75%. Comparing base (34afa89) to head (c46c20c).

Files Patch % Lines
src/model/plugins/reactivemp_inference.jl 69.23% 4 Missing ⚠️
ext/ProjectionExt/ProjectionExt.jl 96.00% 1 Missing ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             main     #325      +/-   ##
==========================================
+ Coverage   84.64%   84.75%   +0.10%     
==========================================
  Files          18       19       +1     
  Lines        1472     1502      +30     
==========================================
+ Hits         1246     1273      +27     
- Misses        226      229       +3     

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@bvdmitri bvdmitri merged commit 839400a into main Jul 19, 2024
2 of 4 checks passed
@bvdmitri bvdmitri deleted the dev-ef-projection branch July 19, 2024 13:06
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3 participants