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Refactoring BlockNLPModels and BlockNLPAlgorithms #13

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sshin23 opened this issue Jun 12, 2022 · 0 comments
Open

Refactoring BlockNLPModels and BlockNLPAlgorithms #13

sshin23 opened this issue Jun 12, 2022 · 0 comments

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@sshin23
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sshin23 commented Jun 12, 2022

Currently, we have DualizedNLPBlockModel, AugmentedNLPBlockModel, and ProxAugmentedNLPBlockModel in BlockNLPModels.jl. But these data structures are needed only for implementing certain decomposition algorithms, and they are not the crucial element for structured NLP's data structure. Since BlockNLPModels aims to be a minimal data structure for structured NLPs, I suggest we move these to BlockNLPAlgorithms. Another alternative is to keep them in a separate extension package, say, BlockNLPModelsExtensions.jl. Any thoughts, @grishabh147 @frapac @AnirudhSubramanyam?
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