proximal-operators
There are 26 repositories under proximal-operators topic.
albarji/proxTV
Matlab and Python toolbox for fast Total Variation proximity operators
lanl/scico
Scientific Computational Imaging COde
JuliaFirstOrder/ProximalOperators.jl
Proximal operators for nonsmooth optimization in Julia
JuliaFirstOrder/ProximalAlgorithms.jl
Proximal algorithms for nonsmooth optimization in Julia
epfl-lts2/pyunlocbox
A Python convex optimization package using proximal splitting methods
hiroyuki-kasai/SparseGDLibrary
MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3
epfl-lts2/unlocbox
A Matlab convex optimization toolbox using proximal splitting methods
tum-vision/learn_prox_ops
Implementation of "Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems"
eboigne/PyTV-4D
Python routines to compute the Total Variation (TV) of 2D, 3D and 4D images on CPU & GPU. Compatible with proximal algorithms (ADMM, Chambolle & Pock, ...)
JuliaFirstOrder/SeparableOptimization.jl
A Julia package that solves Linearly Constrained Separable Optimization Problems using ADMM.
JuliaFirstOrder/PiecewiseQuadratics.jl
A Julia package for manipulation of univariate piecewise quadratic functions.
lucasplagwitz/recon
Primal-Dual Solver for Inverse Problems
clarkzinzow/Machine-Learning-and-Signal-Processing-Algorithms
MATLAB implementations of a variety of machine learning/signal processing algorithms.
mmahesh/cocain-bpg-matrix-factorization
New Matrix Factorization Algorithms based on Bregman Proximal Gradient: BPG-MF, CoCaIn BPG-MF, BPG-MF-WB
ddegras/sparseGFL
Hybrid Approach to Sparse Group Fused Lasso
JuliaSmoothOptimizers/RegularizedProblems.jl
Test Cases for Regularized Optimization
jameschapman19/proxtorch
An efficient GPU-compatible library built on PyTorch, offering a wide range of proximal operators and constraints for optimization and machine learning tasks.
leon-bungert/Eigenvectors-of-Proximal-Operators-and-Neural-Networks
Nonlinear Power Method for Computing Eigenvectors of Proximal Operators and Neural Networks
mmahesh/cocain-bpg-escapes-spurious-stationary-points
CoCaIn BPG escapes Spurious Stationary Points
ngmarchant/prox_elasticnet
A Python package which implements the Elastic Net using the (accelerated) proximal gradient method.
jopago/proxasm
A C/x86 assembly implementation of proximal operators with SSE3/AVX SIMD instructions
qntwrsm/ProximalMethods.jl
Provides proximal operator evaluation routines and proximal optimization algorithms, such as (accelerated) proximal gradient methods and alternating direction method of multipliers (ADMM), for non-smooth/non-differentiable objective functions.
XIRZC/trpca.exp
Codes of `Tensor Robust Principal Component Analysis` expreiments.
aldma/OptiMo.jl
Modeling language and tools for constrained, structured optimization problems
buntonj/TVproximal
Fortran code implementing Newton-like algorithms for proximal mapping of total variation.
zevwoodstock/AsyncProx
Asynchronous implementation of a Projective Splitting algorithm in Julia