docs: document accelerated first-order methods - #1281
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Co-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com> Co-Authored-By: Claude <noreply@anthropic.com> Claude-Session: https://chatgpt.com/codex/tasks/019f4028-d2ae-7a12-aff0-7d996bd9c791
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Benchmark Results (Julia vlts)Time benchmarks
Memory benchmarks
A plot of the benchmark results has been uploaded as an artifact at . |
Contributor
Benchmark Results (Julia v1)Time benchmarks
Memory benchmarks
A plot of the benchmark results has been uploaded as an artifact at . |
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Adds SciMLStyle constructor documentation at the original definitions of
AcceleratedGradientDescentandMomentumGradientDescent, plus a rendered algorithm reference page. The new API test requires both owner doc bindings, so the public doc contract is covered at its source.Please ignore this PR until reviewed by @ChrisRackauckas.
Verification
0842dbc7:Test Failed at none:1forhaskey(Base.Docs.meta(Optim), binding).optimizecalls passed locally.julia --startup-file=no --project=. -e 'using Pkg; Pkg.test()'passed:213571pass,88broken,213659total, zero failures.\n-git diff --checkandtyposover the changed files passed.\n-julia --startup-file=no --project=docs docs/make.jlremains red on generated-notebook links (ipnewton_basics.md,maxlikenlm.md, andrasch.md). The same failure was reproduced on an untouchedmasterworktree; this PR adds no docs-build diagnostic.\n\n🤖 Generated with Claude Code\nhttps://chatgpt.com/codex/tasks/019f4028-d2ae-7a12-aff0-7d996bd9c791