Optimization.jl

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Linking Nonconvex.jl

1

I'm trying to write some code to include methods of [https://github.com/mohamed82008/Nonconvex.jl](url) to this repo. Will that be a welcomed PR? Thanks!

pizhn

Optimization summary is gone?

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DiffEqFlux.sciml_train used to print an informative summary at the end, like this ``` * Status: failure * Candidate solution Final objective value: * Found with Algorithm: BFGS * Convergence measures...

seadra

Uniform solution type

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In the SciML interfaces, all problems and solutions live in SciMLBase (as of... yesterday 😄). They satisfy the solution interface too: https://github.com/SciML/SciMLBase.jl/blob/master/src/solutions/solution_interface.jl I think we should get this return type...

ChrisRackauckas

NLopt algorithms missing from the documentation

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NLopt has a ton, and it should be on almost every optimizer page.

ChrisRackauckas

Optimizer documentation style

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I'm not sure we have the optimizer documentation style down quite yet. It has all of the right elements, but I think it's quite busy. So let's discuss this a...

ChrisRackauckas

Tutorials in docs

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The docs don't have any tutorials, for a start we should just add the test there and iterate from there.

Vaibhavdixit02

Consolidate time limit options

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Switching between Optim and BBO it is a pain to manually change between `time_limit` and `MaxTime` for the solve options. Not everything should be made consistent, but that (and the...

jlperla

Expand docstrings

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We should have verbose docstrings and more examples in the Readme to get users to start shifting to using the package.

Vaibhavdixit02

ChrisRackauckas

Tutorial on some advanced MTK things

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ChrisRackauckas