nonsmooth-optimization

There are 0 repository under nonsmooth-optimization topic.

ZJU-FAST-Lab / LBFGS-Lite
LBFGS-Lite: A header-only L-BFGS unconstrained optimizer.
l-bfgs lbfgs nonlinear-optimization nonsmooth-optimization optimization smooth-functions unconstrained-optimization
Language:C++ 322
LLNL / hiop
HPC solver for nonlinear optimization problems
hpc nonlinear-optimization nonlinear-programming nonlinear-programming-algorithms interior-point-method parallel-programming mpi bfgs quasi-newton constrained-optimization solver optimization acopf gpu-support cuda math-physics radiuss interior-point-optimizer nonsmooth-optimization rocm
Language:C++ 210
JuliaFirstOrder / ProximalOperators.jl
Proximal operators for nonsmooth optimization in Julia
admm first-order-methods julia julia-language nonlinear-programming nonsmooth-optimization numerical-optimization optimization prox proximal-algorithms proximal-operators
Language:Julia 131
JuliaFirstOrder / ProximalAlgorithms.jl
Proximal algorithms for nonsmooth optimization in Julia
proximal-algorithms optimization julia nonsmooth-optimization proximal-operators admm machine-learning optimal-control optimization-algorithms proximal-gradient-method numerical-optimization nonlinear-programming
Language:Julia 130
nosnoc / nosnoc
nosnoc is an open source software package for NOnSmooth Numerical Optimal Control.
optimization hybrid-systems nonsmooth-dynamical-systems nonsmooth-mechanics nonsmooth-optimization numerical-methods optimal-control simulation switched-systems
Language:MATLAB 52
JuliaFirstOrder / SeparableOptimization.jl
A Julia package that solves Linearly Constrained Separable Optimization Problems using ADMM.
optimization julia julia-language separable-optimization admm admm-algorithm proximal-operators proximal-algorithms prox convex-optimization piecewise convex quadratic piecewise-quadratic linearly-separable linearly-constrained constrained-optimization first-order first-order-methods nonsmooth-optimization
Language:Julia 24
ZJU-FAST-Lab / LMBM
Nonsmooth Unconstrained Optimization via Limited Memory Bundle Method
bundle-method nonsmooth-optimization nonlinear-programming limited-memory
Language:Fortran 14
milzj / MPBNGCInterface.jl
Julia package interfacing the Fortran code MPBNGC.
bundle-method fortran-interface julia-package multiobjective-optimization nonsmooth-optimization
Language:Julia 12
GillesBareilles / NonSmoothSolvers.jl
Optimize nonsmooth functions with gradient sampling, (ns) BFGS...
nonsmooth-optimization bfgs julia optimization
Language:Julia 10
panos108 / RL_nonsmooth
dynamic-optimization nonsmooth-optimization reinforcement-learning
Language:Python 9
dmeoli / optiml
Optimizers for/and sklearn compatible Machine Learning models
machine-learning numerical-optimization optimization artificial-intelligence svm neural-network optimization-algorithms constrained-optimization unconstrained-optimization convex-optimization nonlinear-optimization quadratic-programming lagrangian-relaxation nonsmooth-optimization sklearn-compatible deep-neural-networks duality optimizers
Language:Python 8
aldma / Bazinga.jl
Bazinga.jl: a toolbox for constrained composite optimization
constrained-optimization julia nonsmooth-optimization optimization optimization-algorithms proximal-algorithms
Language:Julia 5
dvillacis / nsbplib
Nonsmooth Bilevel Parameter Learning of Imaging Variational Models
bilevel-optimization nonsmooth-optimization trust-region
Language:Python 1
aldma / OptiMo.jl
Modeling language and tools for constrained, structured optimization problems
optimization julia proximal-algorithms nonsmooth-optimization proximal-operators
Language:Julia 0
nonsmooth_bilevel_learning
dvillacis / nonsmooth_bilevel_learning
Nonsmooth Bilevel Parameter Learning for Image Denoising
bilevel-optimization denoising-images nonsmooth-optimization
Language:Python 0
napsu / sparsePKL
Learning algorithm to sparse pairwise kernel learning
pairwise-learning nonsmooth-optimization regression
Language:Fortran 0
GillesBareilles / NonSmoothProblems.jl
A collection of nonsmooth optimization problems
nonsmooth-optimization
Language:Julia