Alternatives and similar repositories for SGDLibrary:

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

• keskarnitish / minSQN
  Optimization using Stochastic quasi-Newton methods
  ☆43Updated 8 years ago
• cvxgrp / proximal
  Sample implementations of proximal operators
  ☆189Updated 11 years ago
• lacerbi / optimviz
  Visualize optimization algorithms in MATLAB.
  ☆150Updated 3 years ago
• wubaoyuan / Lpbox-ADMM
  A generic optimization method for any integer programming problem
  ☆90Updated 4 years ago
• DylanMuir / fmin_adam
  Matlab implementation of the Adam stochastic gradient descent optimisation algorithm
  ☆56Updated 8 years ago
• optsuite / ARNT
  Adaptive Regularized Newton Method for Riemannian Optimization
  ☆30Updated 5 years ago
• bentoayr / ADMM-tutorial
  ☆30Updated last year
• clarkzinzow / Nonlinear-Optimization-Algorithms
  MATLAB implementations of a variety of nonlinear programming algorithms.
  ☆168Updated 4 years ago
• unc-optimization / StochasticProximalMethods
  A collection of stochastic proximal gradient methods for composite non-convex problems.
  ☆20Updated 4 years ago
• hiroyuki-kasai / GDLibrary
  Matlab library for gradient descent algorithms: Version 1.0.1
  ☆68Updated 6 years ago
• rflamary / nonconvex-optimization
  Matlab/Octave toolbox for nonconvex optimization
  ☆50Updated 8 years ago
• sandialabs / poblano_toolbox
  Nonlinear optimization for MATLAB.
  ☆28Updated 4 years ago
• hiroyuki-kasai / SparseGDLibrary
  MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3
  ☆53Updated 6 years ago
• cvxr / TFOCS
  A MATLAB toolbox for building first-order solvers for convex models.
  ☆139Updated 2 years ago
• jmdvinodjmd / LIBS2ML
  LIBS2ML: A Library for Scalable Second Order Machine Learning Algorithms
  ☆10Updated 3 years ago
• nightldj / admm_release
  Matlab/Python code for the ADMM part of my thesis ''Alternating Optimization: Constrained Problems, Adversarial Networks, and Robust Mod…
  ☆74Updated 5 years ago
• nmchaves / admm-for-lp
  Experiments to speed up ADMM optimization algorithm for linear & semidefinite programming
  ☆43Updated 8 years ago
• sqlp / sedumi
  SeDuMi: A linear/quadratic/semidefinite solver for Matlab and Octave
  ☆248Updated 11 months ago
• chokkyvista / daSVM
  Matlab implementation of the EM and MCMC algorithm for SVMs as introduced in the paper "Data augmentation for support vector machines"
  ☆18Updated 10 years ago
• stephenbeckr / zeroSR1
  Proximal gradient algorithm for convex optimization, using a diagonal +/- rank-1 norm
  ☆21Updated 3 months ago
• nirum / ADMM
  Examples/code for the alternating direction method of multipliers (ADMM)
  ☆110Updated 10 years ago
• hiroyuki-kasai / RSOpt
  Riemannian stochastic optimization algorithms: Version 1.0.3
  ☆64Updated 2 years ago
• MatOpt / SuiteLasso
  SuiteLasso: a MATLAB suite for regression problems with generalized Lasso regularizers
  ☆20Updated 3 years ago
• oxfordcontrol / CDCS
  An open-source MATLAB® ADMM solver for partially decomposable conic optimization programs.
  ☆63Updated 5 years ago
• chenshixiang / ManPG
  MATLAB implementation of ManPG
  ☆12Updated 2 years ago
• optsuite / OptM
  A feasible method for optimization with orthogonality constraints
  ☆40Updated 3 years ago
• NicolasBoumal / manopt
  Manopt, a Matlab toolbox for optimization on manifolds
  ☆339Updated 3 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
• canyilu / LibADMM-toolbox
  A Library of ADMM for Sparse and Low-rank Optimization
  ☆357Updated 3 years ago
• yuekai / pnopt
  Proximal Newton OPTimizer
  ☆22Updated 10 years ago