v0.1.0

AdaptiveRegularization v0.1.0

Merged pull requests:

• update master (#1) (@Goysa2)
• Multiprecision (#2) (@vepiteski)
• Refactoring of the package (#5) (@tmigot)
• Use second stopping criterion (#7) (@tmigot)
• Remove high-order (#8) (@tmigot)
• fix decrease function for ARC (#9) (@tmigot)
• Add alpha to preprocess (#10) (@tmigot)
• rmv show functions (#11) (@tmigot)
• add sparse structure in workspace and move file to utils (#12) (@tmigot)
• Remove everyhing related to ldlt (#14) (@tmigot)
• Remove everyhing related to HSL (#17) (@tmigot)
• Clean at large (#20) (@tmigot)
• Sparse coo (#24) (@tmigot)
• Remove allocations in solve (#25) (@tmigot)
• Remove eigenvalue based technique (#28) (@tmigot)
• Remove allocations in decrease (#29) (@tmigot)
• change main function -- allow warmstart and save allocs (#30) (@tmigot)
• Add SolverTest and multiprecision (#31) (@tmigot)
• Remove more allocations (#32) (@tmigot)
• Add very unsuccessful case (#34) (@tmigot)
• Add docstring (#36) (@tmigot)
• Rename KTR as TRK (#38) (@tmigot)
• Add docs (#39) (@tmigot)
• Add readme (#40) (@tmigot)
• Add allocation tests (#41) (@tmigot)
• Add callback (#43) (@tmigot)
• Use workspace when calling NLPModel API (#45) (@tmigot)
• Add tests for nls problems (#46) (@tmigot)
• add NLS API dispatch (#47) (@tmigot)
• Add NLS solvers (#48) (@tmigot)
• change solve_model signature and add dispatch main functions (#49) (@tmigot)
• Add nls solver with least square subproblems (#51) (@tmigot)
• CompatHelper: bump compat for StoppingInterface to 0.2, (keep existing compat) (#52) (@github-actions[bot])
• add lsqr solver (#53) (@tmigot)
• Bump to NLPModels 0.19 & Co (#57) (@tmigot)
• CompatHelper: bump compat for SparseMatricesCOO to 0.2, (keep existing compat) (#59) (@github-actions[bot])
• save allocations in callbacks (#60) (@tmigot)
• Add a function compute_Δq (#63) (@tmigot)
• fix type instability in workspace and use smart_update (#65) (@tmigot)
• type stable usage of hessian! (#66) (@tmigot)
• Add parametric types (#68) (@tmigot)
• Bump to Stopping 0.6 (#70) (@tmigot)
• Add allocs test (#71) (@tmigot)
• Bump to SolverCore 0.3 (#73) (@tmigot)
• change name of package and organization (#74) (@tmigot)
• Add JSO formatter (#75) (@tmigot)
• CompatHelper: bump compat for StoppingInterface to 0.5, (keep existing compat) (#76) (@github-actions[bot])
• Review verbose usage (#77) (@tmigot)
• CompatHelper: bump compat for Krylov to 0.9, (keep existing compat) (#79) (@github-actions[bot])
• Update link to JSO website (#81) (@tmigot)
• Bump to NLPModels 0.20 (#83) (@tmigot)
• Bump versions in documentation (#85) (@tmigot)
• Add basis for a tutorial (#86) (@tmigot)
• Update references in readme (#89) (@tmigot)
• Update tests (#91) (@tmigot)
• Add scripts to reproduce paper results (#96) (@tmigot)

Closed issues:

• Add unit tests from SolverTest.jl (#18)
• Add very unsuccessful case when Δq < 0.0 (#19)
• Add callback in cg_lanczos (#22)
• Save some norm computation (#26)
• How to find # of function, gradient, Hessian calls? (#80)