Building Probabilistic Graphical Models with Python

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1、www.it-ebooks.infoBuildingProbabilisticGraphicalModelswithPythonSolvemachinelearningproblemsusingprobabilisticgraphicalmodelsimplementedinPythonwithreal-worldapplicationsKiranRKarkeraBIRMINGHAM-MUMBAIwww.it-ebooks.infoBuildingProbabilisticGraphicalModelswithPythonCopyright©2014P

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4、thisbook.PacktPublishinghasendeavoredtoprovidetrademarkinformationaboutallofthecompaniesandproductsmentionedinthisbookbytheappropriateuseofcapitals.However,PacktPublishingcannotguaranteetheaccuracyofthisinformation.Firstpublished:June2014Productionreference:1190614PublishedbyPac

5、ktPublishingLtd.LiveryPlace35LiveryStreetBirminghamB32PB,UK.ISBN978-1-78328-900-4www.packtpub.comCoverimagebyManjuMohanadas(manju.mohanadas@gmail.com)[FM-2]www.it-ebooks.infoCreditsAuthorProjectCoordinatorKiranRKarkeraMelitaLoboReviewersProofreadersMohitGoenkaMariaGouldShangpuJi

6、angJoannaMcMahonJing(Dave)TianXiaoXiaoIndexersMariammalChettiyarCommissioningEditorHemanginiBariKartikeyPandeyGraphicsAcquisitionEditorDishaHariaNikhilChinnariYuvrajMannariAbhinashSahuContentDevelopmentEditorMadhujaChaudhariProductionCoordinatorAlwinRoyTechnicalEditorKrishnaveni

7、HaridasCoverWorkAlwinRoyCopyEditorsAlishaAranhaRoshniBanerjeeMradulaHegde[FM-3]www.it-ebooks.infoAbouttheAuthorKiranRKarkeraisatelecomengineerwithakeeninterestinmachinelearning.HehasbeenprogrammingprofessionallyinPython,Java,andClojureformorethan10years.Inhisfreetime,hecanbefoun

8、dattemptingmachinelearningcompetitionsatKagglea