SPAMS: a SPArse Modeling Software, v2.4
Julien Mairal
julien.mairal@m4x.org
Python and R interfaces by Jean-Paul Chieze
Contents
Introduction
Installation
Dictionary Learning and Matrix Factorization Toolbox
Function mexTrainDL
Function mexTrainDL_Memory
Function mexStructTrainDL
Function nmf
Function nnsc
Sparse Decomposition Toolbox
Function mexOMP
Function mexOMPMask
Function mexRidgeRegression
Function mexLasso
Function mexLassoWeighted
Function mexLassoMask
Function mexCD
Function mexSOMP
Function mexL1L2BCD
Function mexSparseProject
Proximal Toolbox
Regularization Functions
Function mexProximalFlat
Function mexProximalTree
Function mexProximalGraph
Function mexProximalPathCoding
Function mexEvalPathCoding
Problems Addressed
Function mexFistaFlat
Function mexFistaTree
Function mexFistaGraph
Function mexFistaPathCoding
Function mexIncrementalProx
Function mexStochasticProx
Miscellaneous Functions
Function mexConjGrad
Function mexBayer
Function mexCalcAAt
Function mexCalcXAt
Function mexCalcXY
Function mexCalcXYt
Function mexCalcXtY
Function mexInvSym
Function mexNormalize
Function mexSort
Function mexDisplayPatches
Function mexCountPathsDAG
Function mexRemoveCyclesGraph
Function mexCountConnexComponents
Function mexGraphOfGroupStruct
Function mexGroupStructOfString
Function mexReadGroupStruct
Function mexTreeOfGroupStruct
Function mexSimpleGroupTree
Duality Gaps with Fenchel Duality
References
This document was translated from L
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