SparseGDLibrary
Sparse optimizer
A collection of unconstrained optimization algorithms for sparse modeling in MATLAB
MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3
53 stars
3 watching
31 forks
Language: Matlab
last commit: about 6 years ago
Linked from 1 awesome list
admmalgorithmsbig-datacoordinate-descentelasticnetgradient-descentlassolasso-regressionlogistic-regressionmachine-learningmachine-learning-algorithmsmatrix-completionoptimizationoptimization-algorithmsproximal-algorithmsproximal-operatorssolversparse-linear-solversparse-regressionsupport-vector-machines
uhub/awesome-matlabRelated projects:
| Repository | Description | Stars |
|---|---|---|
| hiroyuki-kasai/gdlibrary | A collection of unconstrained optimization algorithms implemented in MATLAB | 67 |
| hiroyuki-kasai/sgdlibrary | A collection of stochastic optimization algorithms for large-scale machine learning problems | 221 |
 neuralmagic/sparseml | Enables the creation of smaller neural network models through efficient pruning and quantization techniques | 2,083 |
 indigits/sparse-plex | A collection of algorithms and techniques for exploiting sparse data representations to solve various problems in signal processing and machine learning. | 99 |
 google-research/sputnik | A library of optimized GPU kernels for sparse matrix operations used in deep learning. | 248 |
 snopt/snopt-matlab | Provides a Matlab interface to SNOPT for nonlinear optimization | 56 |
 chudur-budur/nsga2-matlab | A fast implementation of a multi-objective optimization algorithm | 98 |
 100/solid | A comprehensive framework for solving optimization problems without gradient calculations. | 575 |
 lge-arc-advancedai/auptimizer | Automates model building and deployment process by optimizing hyperparameters and compressing models for edge computing. | 200 |
 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 |
 uts-ri/matlab-graph-optimization | A Matlab-based optimization framework for nonlinear least squares problems | 68 |
 dppalomar/sparseeigen | This project provides an R package for estimating sparse eigenvectors of matrices. | 12 |
 carnotresearch/cr-sparse | A Python library providing a cohesive collection of functionalities for sparse signal processing problems | 88 |
| dppalomar/sparseindextracking | A package for computing sparse portfolios of assets to track an index. | 51 |
 matthewpeterkelly/particleswarmoptimization | An optimization algorithm implementation in Matlab. | 83 |