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Add NeuralNetworks folder and register in docs#18

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ChrisRackauckas merged 2 commits intoSciML:mainfrom
ChrisRackauckas-Claude:add-neural-networks-folder
Mar 27, 2026
Merged

Add NeuralNetworks folder and register in docs#18
ChrisRackauckas merged 2 commits intoSciML:mainfrom
ChrisRackauckas-Claude:add-neural-networks-folder

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Summary

  • Add placeholder directory structure for the new NeuralNetworks benchmark across all output formats (markdown, html, notebook, pdf, script)
  • Register "NeuralNetworks" section in docs/pages.jl as "Neural Network Framework Benchmarks"

This prepares the output repo for SciML/SciMLBenchmarks.jl#1530, which adds benchmarks comparing Lux, Flux, SimpleChains, Reactant, JAX, and PyTorch on common neural network workloads.

Test plan

  • Verify docs build succeeds with the new section registered
  • Confirm CI publish step can write to the new directories

🤖 Generated with Claude Code

ChrisRackauckas and others added 2 commits March 27, 2026 04:40
Prepare output directory structure for the new NeuralNetworks benchmark
(SciML/SciMLBenchmarks.jl#1530) which compares Lux, Flux, SimpleChains,
Reactant, JAX, and PyTorch on common neural network workloads.

Co-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
The CI publish script creates directories as needed via cp -a, and
pages.jl dynamically discovers folders. No pre-existing dirs required.

Co-Authored-By: Chris Rackauckas <accounts@chrisrackauckas.com>
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
@ChrisRackauckas ChrisRackauckas merged commit ff8bbb9 into SciML:main Mar 27, 2026
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2 participants