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Update examples and docs#44

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jessegrabowski wants to merge 6 commits into
pymc-devs:mainfrom
jessegrabowski:example-update
Open

Update examples and docs#44
jessegrabowski wants to merge 6 commits into
pymc-devs:mainfrom
jessegrabowski:example-update

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@jessegrabowski

@jessegrabowski jessegrabowski commented Jul 9, 2026

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  • Update demo -> Introduction to PTGP, add some blah blah, improve graphs
  • Add autodocs for missing functions and cross-reference them in notebook
  • Remove sphinx-bibtex, add a very small plugin to do it ourselves (each page gets its own references, rather than all references on a single page)

📚 Documentation preview 📚: https://ptgp--44.org.readthedocs.build/en/44/

The blanket /docs/source/ rule also hid legitimate new source files; docs/.gitignore already lists the specific generated paths.
Gallery tag chips now link here via {ref} instead of dead markdown
anchors pointing at a file that never existed.
Citations render as numbered footnotes that link down to a reference
list on the same page; anchors and numbering are page-local, so there
is no central bibliography page and no cross-page label collisions.
A lean quick-start: fit an exact GP to the motorcycle dataset with
pg.fit/pg.predict, then a VFE sparse approximation. Replaces the
benchmarking-oriented demo notebook.
@jessegrabowski jessegrabowski added the documentation Improvements or additions to documentation label Jul 9, 2026
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