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updated 2 years ago

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)

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updated almost 3 years ago

Matching pursuit for 1D signals by Patrick Mineault

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

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

TryTemporalMP.m

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updated 3 years ago

MPOEC algorithm by Shasha Mao

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

mpoecTest.m

mpoecTrain.m

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updated 4 years ago

normColumns.m by Joshua Carmichael

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

[Wout,varargout]=normColumns(W)

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updated 4 years ago

matchPurs.m by Joshua Carmichael

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

matchPurs(x,W)

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updated 5 years ago

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)

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updated 5 years ago

Conic Matching Pursuit by Joshua Carmichael

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

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

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