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GitHub topics: proximal-gradient-method

JuliaFirstOrder/ProximalAlgorithms.jl

Proximal algorithms for nonsmooth optimization in Julia

Language: Julia - Size: 6.04 MB - Last synced at: 1 day ago - Pushed at: 6 months ago - Stars: 138 - Forks: 24

junipertcy/RegRank

Regularized methods for efficient ranking in networks

Language: Python - Size: 8.63 MB - Last synced at: 15 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

JuliaSmoothOptimizers/RegularizedProblems.jl

Test Cases for Regularized Optimization

Language: Julia - Size: 638 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 5 - Forks: 7

pylat/adaptive-proximal-algorithms

A Julia package for adaptive proximal gradient and primal-dual algorithms

Language: Julia - Size: 883 KB - Last synced at: 12 days ago - Pushed at: almost 2 years ago - Stars: 11 - Forks: 4

heyjianjing/convex_optimization

Some notes on convex optimization

Language: Jupyter Notebook - Size: 8.71 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Yunhui-Gao/ISTA

Iterative shrinkage / thresholding algorithms (ISTAs) for linear inverse problems

Language: MATLAB - Size: 3.15 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 1

YLW2018/DGASS_CODE

Proximal Gradient/Semismooth Newton Methods for Projection onto a Polyhedron via the Duality-Gap-Active-Set Strategy

Language: MATLAB - Size: 19.7 MB - Last synced at: 18 days ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

joelbengs/optimization_for_learning_with_pytorch

[Optimization algorithms] Study of the Proximal Gradient Method, Stochastic Gradient Descent method and Adam optimizer

Language: Jupyter Notebook - Size: 19.7 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

EliaFantini/FO-PROX-first-order-and-proximal-methods-convergence-comparison

Implementation and brief comparison of different First Order and different Proximal gradient methods, comparison of their convergence rates

Language: Python - Size: 4.35 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0