proximal-operators topic

List proximal-operators repositories

proxTV

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Matlab and Python toolbox for fast Total Variation proximity operators

ProximalAlgorithms.jl

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Proximal algorithms for nonsmooth optimization in Julia

ProximalOperators.jl

128
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Proximal operators for nonsmooth optimization in Julia

pyunlocbox

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A Python convex optimization package using proximal splitting methods

unlocbox

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A Matlab convex optimization toolbox using proximal splitting methods

SparseGDLibrary

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MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3

SeparableOptimization.jl

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A Julia package that solves Linearly Constrained Separable Optimization Problems using ADMM.

learn_prox_ops

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Implementation of "Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems"

scico

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Scientific Computational Imaging COde

PyTV-4D

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Python routines to compute the Total Variation (TV) of 2D, 3D and 4D images on CPU & GPU. Compatible with proximal algorithms (ADMM, Chambolle & Pock, ...)