Matching Pursuit with Random Sequential Subdictionaries by Manu

Naive Implementation of MP, OMP and the proposed randomized version RSSMP (matching pursuit, random matching pursu..., greedy algorithms)

MP( signal, dico , maxIter )

OMP( signal, dico , maxIter )

RSSMP( signal, bigDico , maxIter , subSize)

Matching pursuit for 1D signals by Patrick Mineault

Performs Matching Pursuit on 1d (temporal) signals with custom basis (matching pursuit, basis pursuit, sound processing)

temporalMP(y,B,nonnegative,maxiter,mindelta,deadzone)

TryTemporalMP.m

MPOEC algorithm by Lisa

MPOEC method optimals greedly ensemble classifiers based on diversity and accuracy of classifiers (matching pursuit, selective ensemble, optimization)

mpoecTest(alphaMPOEC,GChoose,FunYtarget)

mpoecTrain(ObjectXIni,ObjectY,GChoose,ParaMPOEC,FunYTrain)

normColumns.m by Joshua Carmichael

normalizes matrix columns (normalization, time series, signal processing)

[Wout,varargout]=normColumns(W)

matchPurs.m by Joshua Carmichael

The classic matching pursuit algorithm (matching pursuit, signal processing, projection)

matchPurs(x,W)

Windowed Conic Matching Pursuit by Joshua Carmichael

Projects long-time series onto lower-dim cones (projection, cone decomposition th..., matching pursuit)

projOnClustSpctrgrm(x,W,varargin)

Conic Matching Pursuit by Joshua Carmichael

Expands data as sum of conic projections (projections, convex sets, cone decomposition th...)

[varargout]=projOnClusters(x,W,varargin)