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R1908 Research Scripts (Thomas Bolton)
index.html
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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.0 Transitional//EN"
"http://www.w3.org/TR/REC-html40/loose.dtd">
<HTML>
<HEAD>
<TITLE>
SPAMS: a SPArse Modeling Software, v2.3
</TITLE>
<META
http-equiv=
"Content-Type"
content=
"text/html; charset=UTF-8"
>
<META
name=
"GENERATOR"
content=
"hevea 1.10"
>
<META
name=
"Author"
content=
"Julien Mairal"
>
<link
rel=
"stylesheet"
href=
"doc_spams.css"
>
<LINK
rel=
"stylesheet"
type=
"text/css"
href=
"doc_spams.css"
>
</HEAD>
<BODY
>
<!--HEVEA command line is: /usr/bin/hevea -O article.hva macrocss.hva doc_spams.tex -->
<!--HACHA command line is: /usr/bin/hacha -tocbis doc_spams.html -->
<TABLE
CLASS=
"title"
><TR><TD><H1
CLASS=
"titlemain"
>
SPAMS: a SPArse Modeling Software, v2.3
</H1><H3
CLASS=
"titlerest"
>
Julien Mairal
<BR>
<TT>
julien.mairal@m4x.org
</TT>
</H3></TD></TR>
</TABLE><UL>
<LI><A
HREF=
"doc_spams001.html"
>
Contents
</A>
</LI><LI><A
HREF=
"doc_spams002.html"
>
Introduction
</A>
</LI><LI><A
HREF=
"doc_spams003.html"
>
Installation
</A>
</LI><LI><A
HREF=
"doc_spams004.html"
>
Dictionary Learning and Matrix Factorization Toolbox
</A>
<UL>
<LI><A
HREF=
"doc_spams004.html#toc1"
>
Function mexTrainDL
</A>
</LI><LI><A
HREF=
"doc_spams004.html#toc2"
>
Function mexTrainDL_Memory
</A>
</LI><LI><A
HREF=
"doc_spams004.html#toc3"
>
Function nmf
</A>
</LI><LI><A
HREF=
"doc_spams004.html#toc4"
>
Function nnsc
</A>
</LI></UL>
</LI><LI><A
HREF=
"doc_spams005.html"
>
Sparse Decomposition Toolbox
</A>
<UL>
<LI><A
HREF=
"doc_spams005.html#toc5"
>
Function mexOMP
</A>
</LI><LI><A
HREF=
"doc_spams005.html#toc6"
>
Function mexOMPMask
</A>
</LI><LI><A
HREF=
"doc_spams005.html#toc7"
>
Function mexLasso
</A>
</LI><LI><A
HREF=
"doc_spams005.html#toc8"
>
Function mexLassoWeighted
</A>
</LI><LI><A
HREF=
"doc_spams005.html#toc9"
>
Function mexLassoMask
</A>
</LI><LI><A
HREF=
"doc_spams005.html#toc10"
>
Function mexCD
</A>
</LI><LI><A
HREF=
"doc_spams005.html#toc11"
>
Function mexSOMP
</A>
</LI><LI><A
HREF=
"doc_spams005.html#toc12"
>
Function mexL1L2BCD
</A>
</LI><LI><A
HREF=
"doc_spams005.html#toc13"
>
Function mexSparseProject
</A>
</LI></UL>
</LI><LI><A
HREF=
"doc_spams006.html"
>
Proximal Toolbox
</A>
<UL>
<LI><A
HREF=
"doc_spams006.html#toc14"
>
Regularization Functions
</A>
</LI><LI><A
HREF=
"doc_spams006.html#toc15"
>
Function mexProximalFlat
</A>
</LI><LI><A
HREF=
"doc_spams006.html#toc16"
>
Function mexProximalTree
</A>
</LI><LI><A
HREF=
"doc_spams006.html#toc17"
>
Function mexProximalGraph
</A>
</LI><LI><A
HREF=
"doc_spams006.html#toc18"
>
Function mexProximalPathCoding
</A>
</LI><LI><A
HREF=
"doc_spams006.html#toc19"
>
Function mexEvalPathCoding
</A>
</LI><LI><A
HREF=
"doc_spams006.html#toc20"
>
Problems Addressed
</A>
</LI><LI><A
HREF=
"doc_spams006.html#toc21"
>
Function mexFistaFlat
</A>
</LI><LI><A
HREF=
"doc_spams006.html#toc22"
>
Function mexFistaTree
</A>
</LI><LI><A
HREF=
"doc_spams006.html#toc23"
>
Function mexFistaGraph
</A>
</LI><LI><A
HREF=
"doc_spams006.html#toc24"
>
Function mexFistaPathCoding
</A>
</LI></UL>
</LI><LI><A
HREF=
"doc_spams007.html"
>
Miscellaneous Functions
</A>
<UL>
<LI><A
HREF=
"doc_spams007.html#toc25"
>
Function mexConjGrad
</A>
</LI><LI><A
HREF=
"doc_spams007.html#toc26"
>
Function mexBayer
</A>
</LI><LI><A
HREF=
"doc_spams007.html#toc27"
>
Function mexCalcAAt
</A>
</LI><LI><A
HREF=
"doc_spams007.html#toc28"
>
Function mexCalcXAt
</A>
</LI><LI><A
HREF=
"doc_spams007.html#toc29"
>
Function mexCalcXY
</A>
</LI><LI><A
HREF=
"doc_spams007.html#toc30"
>
Function mexCalcXYt
</A>
</LI><LI><A
HREF=
"doc_spams007.html#toc31"
>
Function mexCalcXtY
</A>
</LI><LI><A
HREF=
"doc_spams007.html#toc32"
>
Function mexInvSym
</A>
</LI><LI><A
HREF=
"doc_spams007.html#toc33"
>
Function mexNormalize
</A>
</LI><LI><A
HREF=
"doc_spams007.html#toc34"
>
Function mexSort
</A>
</LI><LI><A
HREF=
"doc_spams007.html#toc35"
>
Function mexDisplayPatches
</A>
</LI><LI><A
HREF=
"doc_spams007.html#toc36"
>
Function mexCountPathsDAG
</A>
</LI><LI><A
HREF=
"doc_spams007.html#toc37"
>
Function mexRemoveCyclesGraph
</A>
</LI><LI><A
HREF=
"doc_spams007.html#toc38"
>
Function mexCountConnexComponents
</A>
</LI></UL>
</LI><LI><A
HREF=
"doc_spams008.html"
>
Duality Gaps with Fenchel Duality
</A>
</LI><LI><A
HREF=
"doc_spams009.html"
>
References
</A>
</LI></UL>
<!--FOOTER-->
<HR
SIZE=
2
><BLOCKQUOTE
CLASS=
"quote"
><EM>
This document was translated from L
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</sup>
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<A
HREF=
"http://hevea.inria.fr/index.html"
>
H
<FONT
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2
><sup>
E
</sup></FONT>
V
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SIZE=
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><sup>
E
</sup></FONT>
A
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</EM></BLOCKQUOTE></BODY>
</HTML>
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