搜索资源列表
Matlab-code-for-CS-reocvery
- 附件代码为正交匹配追踪的源程序，用matlab编写，程序简单实用。-Annex code orthogonal matching pursuit of the source, written with matlab, the program is simple and practical.
YALL1-v1.4
- 用交替方向乘子法来求解L1正则化问题、BP问题、BPDN问题的一种算法-An algorithm for solving the L1 regularized problem, BP issue BPDN problem with alternating direction multiplier method
Spectral Projected Gradient for L1 minimization
- SPGL1 is a Matlab solver for large-scale one-norm regularized least squares.It is designed to solve any of the following three problems: 1. Basis pursuit denoise (BPDN): minimize ||x||_1 subject to ||Ax - b||_2 <= sigma, 2. Basis pursuit (BP): min
BPDN
- 基于字典学习的匹配追踪算法，可以用来稀疏表示信号。包含matlab书和代码-Atomizer is a package of Matlab routines for atomic decomposition of signals in various dictionaries
Solvers
- some sparse solvers sparselab OMP,B PDN,-some sparse solvers sparselab OMP,BP,BPDN,...
spgl1-1.9
- SPGL1，matlab toolbox 用于求解大尺度的L1范数的优化问题：BPDN，BP，LASSO。目前，这个是最新版本1.9.-SPGL1 is a Matlab solver for large-scale one-norm regularized least squares. It is designed to solve any of the following three problems:BPDN，BP，LASSO.SPGL1 relies only on matrix-vec
spgl1_1.9
- %SPGL1 Solve basis pursuit, basis pursuit denoise, and LASSO % % [x, r, g, info] = spgl1(A, b, tau, sigma, x0, options) % % --------------------------------------------------------------------- % Solve the basis pursuit denoise (BPDN) problem