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Data structures for linear and quadratic optimization problems based on NLPModels.jl

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With NLPModels 0.21, we try to support the NLPModel API for CuArray types. For instance, things like that are being done: https://github.com/JuliaSmoothOptimizers/NLPModelsTest.jl/blob/3409ae7a292a1e7baa5955787c2db56aa42e386f/test/runtests.jl#L76 I am suspecting most of this package is...

enhancement

documentation

There seems to be two functions of the API allocating - [ ] `obj` - [x] `hess_coord` I used the following script to track allocations in QuadraticModels ``` using Pkg...

The idea would be to define the rows and cols using UnitRange. I am wondering whether this would be a desirable feature or not, because it looks so natural. ```...

`tril!` modifies the input matrix `H` given by the user. Maybe we should mention in the documentation that the user should input a lower triangular `H`, and check it with...

It would be handy to be able to specify an LP easily.

Hi, If I use a QuadraticModel for managing and storing data of a QP in an SQP loop I would also need to update not just the matrices H and...

```shell [ Info: Test3.mps.gz [ Info: Using 'Test3' as NAME (l. 1) [ Info: Using 'R0000000' as objective (l. 8) [ Info: Using 'RHS' as RHS (l. 668600) [ Info:...