GDLibrary

Optimization library

A collection of unconstrained optimization algorithms implemented in MATLAB

Matlab library for gradient descent algorithms: Version 1.0.1

GitHub

67 stars
3 watching
27 forks
Language: Matlab
last commit: over 6 years ago
Linked from 1 awesome list

big-dataclassificationgradientgradient-descentlassolinear-regressionlogistic-regressionmachine-learningmachine-learning-algorithmsmatrix-completionmultinomial-regressionnewtonoptimizationoptimization-algorithmsrosenbrock-problemsoftmax-regressionstatistical-learningsvm

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
hiroyuki-kasai/sgdlibrary A collection of stochastic optimization algorithms for large-scale machine learning problems 220
hiroyuki-kasai/sparsegdlibrary A collection of unconstrained optimization algorithms for sparse modeling in MATLAB 53
stevengj/nlopt A unified interface and packaging of several nonlinear optimization libraries for global and local optimization. 1,896
cicirello/chips-n-salsa A Java library of algorithms and data structures for optimization problems 60
uts-ri/matlab-graph-optimization A Matlab-based optimization framework for nonlinear least squares problems 68
hannah-zhou/optimization_algorithm A comprehensive collection of optimization algorithms implemented in MATLAB 185
chudur-budur/nsga2-matlab A fast implementation of a multi-objective optimization algorithm 98
shuai-xie/genetic-algorithm A Matlab implementation of a genetic algorithm to find optimal solutions to optimization problems 420
vonsylvia/matlab_algorithm_with_cases A collection of implementations for various optimization algorithms in MATLAB 441
rflamary/nonconvex-optimization A Matlab toolbox providing a generic solver for proximal gradient descent in convex and non-convex optimization problems with various regularization terms. 49
nightldj/admm_release Optimization algorithm implementation for constrained and non-constrained problems 72
snopt/snopt-matlab Provides a Matlab interface to SNOPT for nonlinear optimization 56
epfl-lts2/unlocbox A toolbox for convex optimization problems using proximal splitting methods 52
phdp/mlbop The codebase provides MATLAB implementations of machine learning concepts from S. Theodoridis' book 66
thealgorithms/matlab-octave A collection of algorithms and data structures in MATLAB/Octave, including solutions to Project Euler problem sets. 374