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Docs revamp #101

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gdalle opened this issue Dec 11, 2023 · 0 comments · May be fixed by #102

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gdalle commented Dec 11, 2023 •

edited

High priority:

Use https://github.com/JuliaDocs/DocStringExtensions.jl
Background page for math (optim + ML), focus on discrete functions rather than linear programs
Guide for choosing the right tool (as in https://scikit-learn.org/stable/tutorial/machine_learning_map/index.html)
Lots of tutorials (remove GridGraphs from the graph tuto)
Separate API between specific problems, losses, optim layers and internals
Specify private API

Low priority:

Way to test without gradient descent, or to avoid testing the full tensor problem * layers
Flux or Lux?

BatyLeo linked a pull request

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Documentation revamp #102

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