GitHub topics: proximal-algorithms
Simple-Robotics/proxsuite
The Advanced Proximal Optimization Toolbox
Language: C++ - Size: 149 MB - Last synced at: 4 days ago - Pushed at: 6 days ago - Stars: 469 - Forks: 61

astro-informatics/proxnest
Proximal Nested Sampling for high-dimensional Bayesian model selection
Language: Jupyter Notebook - Size: 15.9 MB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 24 - Forks: 4

lanl/scico
Scientific Computational Imaging COde
Language: Python - Size: 2.29 MB - Last synced at: 7 days ago - Pushed at: 12 days ago - Stars: 131 - Forks: 18

JuliaFirstOrder/ProximalAlgorithms.jl
Proximal algorithms for nonsmooth optimization in Julia
Language: Julia - Size: 6.04 MB - Last synced at: 7 days ago - Pushed at: 15 days ago - Stars: 133 - Forks: 22

PyLops/pyproximal
PyProximal – Proximal Operators and Algorithms in Python
Language: Python - Size: 3.36 MB - Last synced at: 7 days ago - Pushed at: 3 months ago - Stars: 65 - Forks: 16

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.
Language: Jupyter Notebook - Size: 614 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 28 - Forks: 11

JuliaSmoothOptimizers/ShiftedProximalOperators.jl
Proximal operators for use with RegularizedOptimization
Language: Julia - Size: 465 KB - Last synced at: 2 days ago - Pushed at: about 1 month ago - Stars: 7 - Forks: 9

adeyemiadeoye/SelfConcordantSmoothOptimization.jl
Self-concordant Smoothing for Large-Scale Convex Composite Optimization
Language: Julia - Size: 203 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

JuliaSmoothOptimizers/RegularizedProblems.jl
Test Cases for Regularized Optimization
Language: Julia - Size: 566 KB - Last synced at: 20 days ago - Pushed at: about 2 months ago - Stars: 5 - Forks: 7

kul-optec/CIAOAlgorithms.jl
Coordinate and Incremental Aggregated Optimization Algorithms
Language: Julia - Size: 85.9 KB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 10 - Forks: 4

kul-optec/PANOC.jl
Newton-type accelerated proximal gradient method in Julia
Language: Julia - Size: 33.2 KB - Last synced at: about 2 months ago - Pushed at: about 6 years ago - Stars: 12 - Forks: 2

princeton-computational-imaging/Delta-Prox
Official code repository for ∇-Prox: Differentiable Proximal Algorithm Modeling for Large-Scale Optimization (SIGGRAPH TOG 2023)
Language: Python - Size: 97.6 MB - Last synced at: 17 days ago - Pushed at: about 1 year ago - Stars: 84 - Forks: 9

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.
Language: Julia - Size: 178 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

pmelchior/proxmin
Proximal optimization in pure python
Language: Python - Size: 294 KB - Last synced at: 5 days ago - Pushed at: almost 3 years ago - Stars: 118 - Forks: 24

TypalAcademy/proximal-projection
Numerical examples for the paper "Proximal Projection Method for Stable Linearly Constrained Optimization".
Size: 16 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

JuliaFirstOrder/SeparableOptimization.jl
A Julia package that solves Linearly Constrained Separable Optimization Problems using ADMM.
Language: Julia - Size: 220 KB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 25 - Forks: 4

JuliaFirstOrder/ProximalOperators.jl
Proximal operators for nonsmooth optimization in Julia
Language: Julia - Size: 2.13 MB - Last synced at: 20 days ago - Pushed at: over 1 year ago - Stars: 134 - Forks: 26

zevwoodstock/AsyncProx
Asynchronous implementation of a Projective Splitting algorithm in Julia
Language: Julia - Size: 3.88 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

alexshtf/inc_prox_pt
Proximal-point methods for machine learning
Language: Python - Size: 1.09 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 6 - Forks: 0

auggiemarignier/pxmcmc
Solving inverse problems with Proximal Markov Chain Monte Carlo
Language: Python - Size: 28.8 MB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 2

epfl-lts2/unlocbox
A Matlab convex optimization toolbox using proximal splitting methods
Language: MATLAB - Size: 4.22 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 53 - Forks: 18

shailesh1729/tisp
Topics in Signal Processing
Language: TeX - Size: 12.2 MB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 15 - Forks: 2

epfl-lts2/pyunlocbox
A Python convex optimization package using proximal splitting methods
Language: Python - Size: 4.13 MB - Last synced at: 19 days ago - Pushed at: almost 2 years ago - Stars: 111 - Forks: 26

aldma/Bazinga.jl
Bazinga.jl: a toolbox for constrained composite optimization
Language: Julia - Size: 847 KB - Last synced at: 7 days ago - Pushed at: 12 months ago - Stars: 5 - Forks: 0

LARS-research/NASP 📦
Q. Yao, J. Xu, W. Tu, Z. Zhu. Efficient Neural Architecture Search via Proximal Iterations. AAAI 2020.
Language: Python - Size: 36.1 KB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 0

Shuvomoy/NExOS.jl
Nonconvex Exterior Point Operator Splitting
Language: Jupyter Notebook - Size: 93.8 KB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 15 - Forks: 0

Hekstra-Lab/phase-retrieval
A small library implementing phase retrieval algorithms for 2D images.
Language: Jupyter Notebook - Size: 1.4 GB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 21 - Forks: 6

Yunhui-Gao/ISTA
Iterative shrinkage / thresholding algorithms (ISTAs) for linear inverse problems
Language: MATLAB - Size: 3.15 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 15 - Forks: 1

AdrienTaylor/ProximalGradientMethod
Symbolic code (using symbolic computation toolbox of matlab) for verifying the analytical convergence rate for the proximal gradient method of the preprint "Exact worst-case convergence rates of the proximal gradient method for composite convex minimization"
Language: MATLAB - Size: 12.7 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 2

phasepack/fasta-python
A Python implementation of Goldstein et. al's FASTA algorithm for convex optimization.
Language: Python - Size: 103 KB - Last synced at: 13 days ago - Pushed at: over 7 years ago - Stars: 6 - Forks: 5

1a7r0ch3/CP_PFDR_graph_d1
Cut-pursuit with preconditioned forward-Douglas-Rachford for regularization of classical functionals by graph total variation
Size: 0 Bytes - Last synced at: 26 days ago - Pushed at: almost 5 years ago - Stars: 17 - Forks: 4

wangdeqing/Nonnegative_Tensor_Decomposition
Nonnegative Tensor Decomposition
Language: MATLAB - Size: 19.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

eloicampagne/optimization
Repository for the MVA Optimization courses.
Language: Jupyter Notebook - Size: 3.47 MB - Last synced at: 9 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

hiroyuki-kasai/SparseGDLibrary
MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3
Language: Matlab - Size: 22.3 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 41 - Forks: 27

aldma/OptiMo.jl 📦
Modeling language and tools for constrained, structured optimization problems
Language: Julia - Size: 13.7 KB - Last synced at: 7 days ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

clarkzinzow/Machine-Learning-and-Signal-Processing-Algorithms
MATLAB implementations of a variety of machine learning/signal processing algorithms.
Language: Matlab - Size: 11.7 KB - Last synced at: over 2 years ago - Pushed at: almost 9 years ago - Stars: 8 - Forks: 4

qiuweili/altmin
Second-Order Convergence of Alternating Minimizations
Size: 867 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 2

mmahesh/cocain-bpg-matrix-factorization
New Matrix Factorization Algorithms based on Bregman Proximal Gradient: BPG-MF, CoCaIn BPG-MF, BPG-MF-WB
Language: Python - Size: 4.59 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 4

mmahesh/cocain-bpg-phase-retrieval
Fast Inertial Algorithm for Phase Retrieval
Language: Python - Size: 1.6 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 1

isucsp/pnpg
PNPG algorithm implementation and examples
Language: Matlab - Size: 60.4 MB - Last synced at: over 2 years ago - Pushed at: almost 8 years ago - Stars: 1 - Forks: 0

mzalaya/collectivemc
Implementation of Collective Matrix Completion by Mokhtar Z. Alaya and Olga Klopp https://arxiv.org/abs/1807.09010
Language: Jupyter Notebook - Size: 1.81 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

mlakolar/CoordinateDescent.jl
Coordinate descent
Language: Julia - Size: 114 KB - Last synced at: 4 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 3

mmahesh/cocain-bpg-escapes-spurious-stationary-points
CoCaIn BPG escapes Spurious Stationary Points
Language: Python - Size: 5.99 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0
