JuliaSmoothOptimizers

JuliaSmoothOptimizers/RegularizedOptimization.jl

Algorithms for regularized optimization

Stars: 21
Forks: 11
Open beginner issues: 0
Indexed issues: 27

Dominant language: Julia
License: No license data
Last GitHub push: Sep 13, 2026
Latest indexed: Sep 18, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

Open All

27 open issues indexed

Reduce allocations in solvers Open

performance

JuliaSmoothOptimizers/RegularizedOptimization.jl#64 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 18, 2026
Set up PkgBenchmark benchmarks Open

performance

JuliaSmoothOptimizers/RegularizedOptimization.jl#75 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 18, 2026
Set inner tolerances based on outer tolerances Open

JuliaSmoothOptimizers/RegularizedOptimization.jl#96 · 5 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Demos: plot SVM solution Open

JuliaSmoothOptimizers/RegularizedOptimization.jl#97 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Diagonal QN operator selection Open

JuliaSmoothOptimizers/RegularizedOptimization.jl#113 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Simplify benchmark tables Open

JuliaSmoothOptimizers/RegularizedOptimization.jl#122 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Solver improvements Open

JuliaSmoothOptimizers/RegularizedOptimization.jl#129 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Package improvements Open

JuliaSmoothOptimizers/RegularizedOptimization.jl#130 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Addressing the issue where $m_k(s_k) = - \infty$ in Regularized solvers Open

JuliaSmoothOptimizers/RegularizedOptimization.jl#168 · 0 comments · 1 reaction · 1 assignee · Indexed Sep 18, 2026
Detection of h not prox-bounded Open

JuliaSmoothOptimizers/RegularizedOptimization.jl#176 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Address issues related to R2N and LM with R2DH as subsolver for bpdn with the l1 norm Open

JuliaSmoothOptimizers/RegularizedOptimization.jl#182 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 18, 2026
Subproblem tolerance should be defined in terms of T Open

JuliaSmoothOptimizers/RegularizedOptimization.jl#208 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 18, 2026
Use QuadraticModels and LLSModels Open

JuliaSmoothOptimizers/RegularizedOptimization.jl#220 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 18, 2026
LM/LMTR should align with R2N and TR. Open

JuliaSmoothOptimizers/RegularizedOptimization.jl#229 · 0 comments · 1 reaction · 0 assignees · Indexed Sep 18, 2026
Make solvers more uniform Open

JuliaSmoothOptimizers/RegularizedOptimization.jl#231 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 18, 2026
Add new elements to solver-specific such as norm(s_1) and \nu_k Open

JuliaSmoothOptimizers/RegularizedOptimization.jl#252 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 18, 2026
Investigate large number of prox operators in R2N Open

JuliaSmoothOptimizers/RegularizedOptimization.jl#255 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Profile LM and LMTR Open

JuliaSmoothOptimizers/RegularizedOptimization.jl#256 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
JOSS paper: changes across different Julia versions Open

JuliaSmoothOptimizers/RegularizedOptimization.jl#270 · 5 comments · 0 reactions · 1 assignee · Indexed Sep 18, 2026
Allow smooth box constrained problems Open

enhancement

JuliaSmoothOptimizers/RegularizedOptimization.jl#302 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 18, 2026
TRDH check for subsolver is not robust Open

invalid

JuliaSmoothOptimizers/RegularizedOptimization.jl#303 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 18, 2026
Allow for sparse Hessians in solvers Open

JuliaSmoothOptimizers/RegularizedOptimization.jl#317 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 18, 2026
0 iteration while R2 is used as a subsolver in R2N Open

JuliaSmoothOptimizers/RegularizedOptimization.jl#322 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Relax default stopping tolerance of all solvers Open

JuliaSmoothOptimizers/RegularizedOptimization.jl#324 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Add keywords argument for the subsolver of Augmented Lagrangian Open

JuliaSmoothOptimizers/RegularizedOptimization.jl#327 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Detecting unbounded problems Open

JuliaSmoothOptimizers/RegularizedOptimization.jl#331 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
AL display wrong constraints violation. Open

bug

JuliaSmoothOptimizers/RegularizedOptimization.jl#336 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026

A short digest of beginner-friendly GitHub issues.