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1、NumPyBeginner'sGuideSecondEditionAnactionpackedguideusingrealworldexamplesoftheeasytouse,highperformance,freeopensourceNumPymathematicallibraryIvanIdrisBIRMINGHAM-MUMBAINumpyBeginner'sGuideSecondEditionCopyright©2013PacktPublishingAllrightsreserved.Nopartof
2、thisbookmaybereproduced,storedinaretrievalsystem,ortransmittedinanyformorbyanymeans,withoutthepriorwrittenpermissionofthepublisher,exceptinthecaseofbriefquotationsembeddedincriticalarticlesorreviews.Everyefforthasbeenmadeinthepreparationofthisbooktoensureth
3、eaccuracyoftheinformationpresented.However,theinformationcontainedinthisbookissoldwithoutwarranty,eitherexpressorimplied.Neithertheauthor,norPacktPublishing,anditsdealersanddistributorswillbeheldliableforanydamagescausedorallegedtobecauseddirectlyorindirect
4、lybythisbook.PacktPublishinghasendeavoredtoprovidetrademarkinformationaboutallofthecompaniesandproductsmentionedinthisbookbytheappropriateuseofcapitals.However,PacktPublishingcannotguaranteetheaccuracyofthisinformation.Firstpublished:November2011Secondediti
5、on:April2013ProductionReference:1170413PublishedbyPacktPublishingLtd.LiveryPlace35LiveryStreetBirminghamB32PB,UK.ISBN978-1-78216-608-5www.packtpub.comCoverImagebySureshMogre(suresh.mogre.99@gmail.com)CreditsAuthorProjectCoordinatorIvanIdrisAbhishekKoriRevie
6、wersProofreaderJaidevDeshpandeMarioCecereDr.AlexandreDevertMarkLivingstoneIndexerHemanginiBariMiklósPrisznyákNikolayKarelinGraphicsSheetalAuteAcquisitionEditorRonakDhruvUshaIyerProductionCoordinatorLeadTechnicalEditorMelwynD'saJoelNoronhaCoverWorkTechnicalE
7、ditorsMelwynD'saSoumyaKantiDevduttKulkarniAbouttheAuthorIvanIdrishasanMScinExperimentalPhysics.HisgraduationthesishadastrongemphasisonAppliedComputerScience.Aftergraduating,heworkedforseveralcompaniesasaJavaDeveloper,DatawarehouseDeveloper,andQAAnalyst.Hism
8、ainprofessionalinterestsareBusinessIntelligence,BigData,andCloudComputing.IvanIdrisenjoyswritingcleantestablecodeandinterestingtechnicalarticles.IvanIdrisistheauthorofNumPyBeginner'sGuide&Cookbook.Youc
