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Fix documentation inconsistencies#300

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bvdmitri wants to merge 2 commits intomainfrom
fix-documentation-inconsistencies
Open

Fix documentation inconsistencies#300
bvdmitri wants to merge 2 commits intomainfrom
fix-documentation-inconsistencies

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@bvdmitri bvdmitri commented Apr 7, 2026

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bvdmitri and others added 2 commits April 7, 2026 13:23
- Add dedicated Visualization page to the docs covering both the
  GraphViz and GraphPlot extensions, with runnable @example blocks
- Register GraphViz in docs/Project.toml so the GraphViz example
  renders as SVG in the built docs
- Improve GraphViz DOT output to match Forney-style factor graphs:
  switch default layout to "dot", add rankdir=LR and splines=ortho
  for orthogonal (horizontal/vertical) edge routing
- Strip module prefix from factor node labels (e.g. Distributions.Normal → Normal)
- Nicer node styling: blue-filled factor nodes with white text,
  white-filled variable nodes, Helvetica font, soft gray edges

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Fix broken file paths in index.md @contents block (constraint_specification, plugins, migration, removed nonexistent reference.md)
- Fix nested_models.md hgf example: replace θ with z to match gcv signature, fix loop condition i==0 → i==1
- Fix DefaultGraphPPLBackend → DefaultBackend with @ref link in @model docstring
- Fix wrong variable name in getting_started.md comment (xdata → data_for_x)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
@bvdmitri bvdmitri requested a review from wouterwln April 7, 2026 11:49
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