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topic/osqp: Add the OSQP solver in ProxSuite #399
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…solve_without_api
…u_in fails because the solver is ADMM only (no polishing yet)
…ests to fix with mu update, polishing or debugging
…ation condition. Also remains to pass tests and benchmarks.
…s and no active set found
…n of the primal dual residual ratio
…tion and compute active sets for polishing
… the problem when polish failed
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Add the OSQP solver in ProxSuite.
Paper: https://web.stanford.edu/~boyd/papers/pdf/osqp.pdf.
Draft PR, until the dense and sparse backends and bindings are added.
TODO:
Dense backend PrimalDualLDLT:
Dense backend PrimalLDLT:
Sparse backend:
Bindings with nanobind:
Refactorize the architecture: