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Implement hess_coord/structure, jth_hess_coord/structure and jac_coord/structure using the dense matrices (so that it is compatible with solvers) in a new file dense.jl in the folder src/nlp
Add the new API in problems from NLPModelsTest with tests
This was motivated by the discussion in #376 and discussions with @dpo @abelsiqueira .
TODO:
abstract type AbstractDenseNLPModel <: AbstractNLPModel end
in https://github.com/JuliaSmoothOptimizers/NLPModels.jl/blob/main/src/NLPModels.jldense.jl
in the folder src/nlpManualNLPModels
ADNLPModels
@frapac @sshin23 @amontoison
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