proximal-algorithms

There are 1 repository under proximal-algorithms topic.

Simple-Robotics / proxsuite
The Advanced Proximal Optimization Toolbox
cpp eigen3 linear-programming optimization proximal-algorithms quadratic-programming robotics
Language:C++ 357
JuliaFirstOrder / ProximalOperators.jl
Proximal operators for nonsmooth optimization in Julia
optimization proximal-algorithms proximal-operators julia julia-language admm prox nonsmooth-optimization first-order-methods numerical-optimization nonlinear-programming
Language:Julia 128
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 123
epfl-lts2 / pyunlocbox
A Python convex optimization package using proximal splitting methods
convex-optimization proximal-operators proximal-algorithms
Language:Python 110
pmelchior / proxmin
Proximal optimization in pure python
nonnegative-matrix-factorization optimization-algorithms proximal-algorithms
Language:Python 105
lanl / scico
Scientific Computational Imaging COde
admm computational-imaging convex-optimization fista inverse-problems jax optimization plug-and-play-priors proximal-algorithms proximal-operators total-variation
Language:Python 84
princeton-computational-imaging / Delta-Prox
Official code repository for ∇-Prox: Differentiable Proximal Algorithm Modeling for Large-Scale Optimization (SIGGRAPH TOG 2023)
compiler differentiable-optimization domain-specific-language optimization proximal proximal-algorithms delta-prox
Language:Python 71
hiroyuki-kasai / SparseGDLibrary
MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3
optimization optimization-algorithms machine-learning-algorithms machine-learning big-data gradient-descent sparse-linear-solver sparse-regression lasso-regression lasso elasticnet solver algorithms admm proximal-algorithms proximal-operators logistic-regression matrix-completion coordinate-descent support-vector-machines
Language:MATLAB 51
epfl-lts2 / unlocbox
A Matlab convex optimization toolbox using proximal splitting methods
convex-optimization proximal-operators proximal-algorithms
Language:MATLAB 48
PyLops / pyproximal
PyProximal – Proximal Operators and Algorithms in Python
proximal-algorithms linear-algebra inverse-problems python
Language:Python 44
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 23
gnthibault / Optimisation-Python
A set of notebooks related to convex optimization, variational inference and numerical methods for signal processing, machine learning, deep learning, graph analysis, bayesian programming, statistics or astronomy.
bayesian-statistics convex-optimization deep-learning graph-algorithms graph-clustering graph-convolutional-networks machine-learning normalizing-flows proximal-algorithms signal-processing variational-autoencoder variational-inference
Language:Jupyter Notebook 22
Hekstra-Lab / phase-retrieval
A small library implementing phase retrieval algorithms for 2D images.
phase-retrieval neural-networks image-denoising optimization proximal-algorithms
Language:Jupyter Notebook 21
astro-informatics / proxnest
Proximal Nested Sampling for high-dimensional Bayesian model selection
bayesian model-selection nested-sampling proximal-algorithms
Language:Jupyter Notebook 20
1a7r0ch3 / CP_PFDR_graph_d1
Cut-pursuit with preconditioned forward-Douglas-Rachford for regularization of classical functionals by graph total variation
graph total-variation proximal-algorithms fused-lasso cut-pursuit
17
Yunhui-Gao / ISTA
Iterative shrinkage / thresholding algorithms (ISTAs) for linear inverse problems
proximal-algorithms lasso-regression image-denoising proximal-gradient-method matlab
Language:MATLAB 17
Shuvomoy / NExOS.jl
Nonconvex Exterior Point Operator Splitting
nonconvex-optimization proximal-algorithms low-rank-matrix-recovery sparse-regression optimization nonlinear-optimization
Language:Jupyter Notebook 15
clarkzinzow / Machine-Learning-and-Signal-Processing-Algorithms
MATLAB implementations of a variety of machine learning/signal processing algorithms.
algorithm algorithms-implemented backpropagation backpropagation-algorithm backpropagation-learning-algorithm gradient-descent gradient-descent-algorithm machine-learning matlab-implementations matrix-completion ml partial-sampling proximal-algorithms proximal-operators signal-processing-algorithms stochastic-gradient-descent
Language:Matlab 11
kul-optec / CIAOAlgorithms.jl
Coordinate and Incremental Aggregated Optimization Algorithms
convex-optimization julia machine-learning nonconvex-optimization proximal-algorithms stochastic-optimization
Language:Julia 10
kul-optec / PANOC.jl
Newton-type accelerated proximal gradient method in Julia
optimization julia julia-language proximal-algorithms quasi-newton
Language:Julia 8
shailesh1729 / tisp
Topics in Signal Processing
convex-optimization first-order-methods proximal-algorithms sparse-representations
Language:TeX 8
mmahesh / cocain-bpg-matrix-factorization
New Matrix Factorization Algorithms based on Bregman Proximal Gradient: BPG-MF, CoCaIn BPG-MF, BPG-MF-WB
matrix-factorization proximal-algorithms matrix-decompositions matrix-completion optimization-algorithms non-convex-optimization non-negative-matrix-factorization nmf-decomposition nmf machine-learning signal-processing proximal-operators
Language:Python 6
phasepack / fasta-python
A Python implementation of Goldstein et. al's FASTA algorithm for convex optimization.
gradient-descent proximal-algorithms convex-optimization
Language:Python 6
JuliaSmoothOptimizers / RegularizedProblems.jl
Test Cases for Regularized Optimization
proximal-algorithms proximal-operators proximal-regularization proximal-gradient-method julia optimization test-problems
Language:Julia 5
JuliaSmoothOptimizers / ShiftedProximalOperators.jl
Proximal operators for use with RegularizedOptimization
regularized-optimization composite-optimization proximal-operator proximal-algorithms
Language:Julia 5
aldma / Bazinga.jl
Bazinga.jl: a toolbox for constrained composite optimization
optimization optimization-algorithms julia proximal-algorithms nonsmooth-optimization constrained-optimization
Language:Julia 4
mmahesh / cocain-bpg-phase-retrieval
Fast Inertial Algorithm for Phase Retrieval
phase-retrieval non-convex-optimization optimization-algorithms bregman-distance proximal-algorithms machine-learning signal-processing
Language:Python 4
mzalaya / collectivemc
Implementation of Collective Matrix Completion by Mokhtar Z. Alaya and Olga Klopp https://arxiv.org/abs/1807.09010
matrix-completion exponential-family low-rank-approximation svd-factorization proximal-algorithms
Language:Jupyter Notebook 4
qiuweili / altmin
Second-Order Convergence of Alternating Minimizations
alternating-minimization nonconvex second-order-optimization global-optimization low-rank-factorization low-rank-matrix-recovery matrix-completion alternating-optimization proximal-algorithms matrix-factorization
4
auggiemarignier / pxmcmc
Solving inverse problems with Proximal Markov Chain Monte Carlo
bayesian-inference inverse-problems mcmc proximal-algorithms python
Language:Python 3
isucsp / pnpg
PNPG algorithm implementation and examples
convex-optimization adaptive-stepsize matlab proximal-algorithms
Language:MATLAB 3
LARS-research / NASP
Q. Yao, J. Xu, W. Tu, Z. Zhu. Efficient Neural Architecture Search via Proximal Iterations. AAAI 2020.
neural-architecture-search proximal-algorithms
Language:Python 3
mmahesh / cocain-bpg-escapes-spurious-stationary-points
CoCaIn BPG escapes Spurious Stationary Points
non-convex-optimization proximal-algorithms machine-learning signal-processing computer-vision proximal-operators
Language:Python 2
rajmic / sparse-ReIR-proximal
This repository provides Matlab codes related to the paper "Fast reconstruction of sparse relative impulse responses via second-order cone programming" presented at WASPAA 2017 workshop
impulse-response proximal-algorithms sparse
Language:MATLAB 2
CombPrecondGraphPDHG
anvinhnguyendinh / CombPrecondGraphPDHG
A Python implementation of Generalized Fused Lasso from https://arxiv.org/pdf/1801.05413.pdf
graph optimization-algorithms preconditioners proximal-algorithms
Language:Python 1
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.
julia proximal-algorithms proximal-operators proximal-gradient-descent optimization
Language:Julia 1

proximal-algorithms

Simple-Robotics / proxsuite

JuliaFirstOrder / ProximalOperators.jl

JuliaFirstOrder / ProximalAlgorithms.jl

epfl-lts2 / pyunlocbox

pmelchior / proxmin

lanl / scico

princeton-computational-imaging / Delta-Prox

hiroyuki-kasai / SparseGDLibrary

epfl-lts2 / unlocbox

PyLops / pyproximal

JuliaFirstOrder / SeparableOptimization.jl

gnthibault / Optimisation-Python

Hekstra-Lab / phase-retrieval

astro-informatics / proxnest

1a7r0ch3 / CP_PFDR_graph_d1

Yunhui-Gao / ISTA

Shuvomoy / NExOS.jl

clarkzinzow / Machine-Learning-and-Signal-Processing-Algorithms

kul-optec / CIAOAlgorithms.jl

kul-optec / PANOC.jl

shailesh1729 / tisp

mmahesh / cocain-bpg-matrix-factorization

phasepack / fasta-python

JuliaSmoothOptimizers / RegularizedProblems.jl

JuliaSmoothOptimizers / ShiftedProximalOperators.jl

aldma / Bazinga.jl

mmahesh / cocain-bpg-phase-retrieval

mzalaya / collectivemc

qiuweili / altmin

auggiemarignier / pxmcmc

isucsp / pnpg

LARS-research / NASP

mmahesh / cocain-bpg-escapes-spurious-stationary-points

rajmic / sparse-ReIR-proximal

anvinhnguyendinh / CombPrecondGraphPDHG

qntwrsm / ProximalMethods.jl