分布估计算法matlab工具箱

分布估计算法matlab工具箱
Mateda2.0一个极度好用的分布估计算法matlab工具箱，ForapreliminaryexplanationofMateda2.0seethefileMateda2.0-UserGuide.pdfinthisdirectory.Generaldocumentationabouttheprogramsisavailableinthe/docdirectoryorfrom:http://www.sc.ehu.es/ccwbayes/members/rsantana/software/matlab/MATEDA.htmlMATEDA-2.0employstheMatlabBayesNet(BNT)toolbox(Murphy:2001)andtheBNTstructurelearningpackage(Leray_and_Francois:2004).Theseprograms,whicharefreelyavailablefromtheauthorswebsite(theycanberespectivelydownloadedfromhttp://people.cs.ubc.ca/~murphyk/Software/BNT/bnt.htmlandhttp://banquiseasi.insa-rouen.fr/projects/bnt-slp/),shouldbeinstalledpreviouslytotheMATEDA-2.0installation.SomeoftheMATEDA-2.0routinesalsoemploystheMATLABstatisticaltoolboxandtheaffinitypropagationclusteringalgorithm(Frey_and_Dueck:2007)(theMatlabimplementationofaffinitypropagationisavailablefromhttp://www.psi.toronto.edu/affinitypropagation/).AfterinstallingtheBNTandBNTstructurelearningtools:1)SetthepathtothecurrentBNTstructurelearningtooldirectory.Thisisdonebymodifyingfileadd_SLP.m.2)UnpackthefileIntEDA.zipandcopythefilestoadirectorynamedMATEDA.3)EditfileInitEnvironment.mupdatingthepathspath_MATEDA,path_FullBNTandpath_BNT_SLP.4)SetthecurrentMatlabdirectorytotheMATEDAdirectory.5)ExecuteprogramInitEnvironments.m.Severalwarningsbutnoerrorshouldappear.ThefolderScriptsMatedacontainsseveralexamplesofEDAsimplementations.ThefileMateda2.0-UserGuide.pdfcontainsadetailedexplanationofhowtousetheprograms.Thislibraryisdistributedinthehopethatitwillbeuseful,butWITHOUTANYWARRANTY;withouteventheimpliedwarrantyofMERCHANTABILITYorFITNESSFORAPARTICULARPURPOSE.Lastversion2/04/2009.RobertoSantana(roberto.santana@ehu.es)