Alternatives and similar repositories for GDLibrary:

Users that are interested in GDLibrary are comparing it to the libraries listed below

• hiroyuki-kasai / SparseGDLibrary
  MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3
  ☆52Updated 6 years ago
• bentoayr / ADMM-tutorial
  ☆30Updated last year
• DylanMuir / fmin_adam
  Matlab implementation of the Adam stochastic gradient descent optimisation algorithm
  ☆56Updated 8 years ago
• markomil / vilin-numerical-optimization
  Application and framework for executing and testing numerical optimization methods. State of the art algorithms such as l-bfgs, cg_descen…
  ☆39Updated 4 years ago
• clarkzinzow / Nonlinear-Optimization-Algorithms
  MATLAB implementations of a variety of nonlinear programming algorithms.
  ☆167Updated 4 years ago
• zsivine / DCATL1
  This is the Matlab code for the paper: "Minimization of transformed L1 penalty: theory, difference of convex function algorithm, and robu…
  ☆12Updated 6 years ago
• sandialabs / poblano_toolbox
  Nonlinear optimization for MATLAB.
  ☆28Updated 4 years ago
• js117 / CVX
  Convex Optimization code collection of solved problems and algorithms
  ☆29Updated 9 years ago
• wwehner / projgrad
  Matlab implementation of projected gradient descent
  ☆19Updated 4 years ago
• jliang993 / Faster-FISTA
  Source codes for paper "Faster FISTA" and "Improving FISTA: Faster, Smarter and Greedier''
  ☆39Updated 2 years ago
• mpf / spgl1
  A solver for large-scale sparse least squares
  ☆110Updated 4 years ago
• thomaslundgaard / fast-ast
  FastAST - A fast primal-dual interior point method for line spectral estimation via atomic norm soft thresholding.
  ☆29Updated 2 years ago
• oxfordcontrol / CDCS
  An open-source MATLAB® ADMM solver for partially decomposable conic optimization programs.
  ☆63Updated 5 years ago
• stephenbeckr / zeroSR1
  Proximal gradient algorithm for convex optimization, using a diagonal +/- rank-1 norm
  ☆20Updated 2 months ago
• CU-UQ / DOPT_PCE
  Codes related to our paper "Sparse Polynomial Chaos Expansions via D-optimal Designs and Compressed Sensing." https://www.sciencedirect.…
  ☆20Updated 5 years ago
• praneethmurthy / ReProCS
  MATLAB implementation of "Provable Dynamic Robust PCA or Robust Subspace tracking", IEEE Transactions on Information Theory, 2019.
  ☆17Updated 4 years ago
• andrewssobral / mtt
  MATLAB Tensor Tools
  ☆86Updated 4 years ago
• kul-optec / ForBES
  Generic and efficient MATLAB solver for nonsmooth optimization problems
  ☆27Updated last month
• andrewssobral / YALL1
  YALL1: Your ALgorithms for L1
  ☆12Updated 7 years ago
• shifwang / Nonconvex_ADMM_Demos
  This includes codes for Alternating Direction Method of Multipliers (ADMM) on several interesting applications, such as Lq basis pursuit,…
  ☆19Updated 9 years ago
• Sable / mcbench-benchmarks
  Repo containing a copy of mcbench benchmarks
  ☆107Updated 6 years ago
• rflamary / nonconvex-optimization
  Matlab/Octave toolbox for nonconvex optimization
  ☆50Updated 8 years ago
• cvxr / CVX
  A MATLAB system for disciplined convex programming
  ☆264Updated 10 months ago
• sasif / L1-homotopy
  Codes related to L1-norm minimization using homotopy
  ☆36Updated 11 years ago
• krzakala / LowRAMP
  Matlab code for Low rank Matrix Factorization with AMP
  ☆16Updated 9 years ago
• mpf / spot
  A linear-operator toolbox for Matlab
  ☆61Updated 9 months ago
• slra / slra
  Software package for Hankel structured low-rank approximation
  ☆34Updated 6 years ago
• tommyqpeng / FISTA
  My implementation of the Fast Iterative Shrinkage Thresholding Algorithm.
  ☆13Updated 7 years ago
• FWen / ncreg
  A Survey on Nonconvex Regularization Based Sparse and Low-Rank Recovery in Signal Processing, Statistics, and Machine Learning
  ☆38Updated 5 years ago
• joaofcmota / cs-with-prior-information
  This repository provides a Matlab implementation of the ADMM-based solvers for L1-L1 and L1-L2 minimization.
  ☆17Updated 6 years ago