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1、PythonHighPerformanceProgrammingBoosttheperformanceofyourPythonprogramsusingadvancedtechniquesGabrieleLanaroBIRMINGHAM-MUMBAIPythonHighPerformanceProgrammingCopyright?2013PacktPublishingAllrightsreserved.Nopartofthisbookmaybereproduced,storedinaretrievalsystem,ortransmittedinanyfor
2、morbyanymeans,withoutthepriorwrittenpermissionofthepublisher,exceptinthecaseofbriefquotationsembeddedincriticalarticlesorreviews.Everyefforthasbeenmadeinthepreparationofthisbooktoensuretheaccuracyoftheinformationpresented.However,theinformationcontainedinthisbookissoldwithoutwarran
3、ty,eitherexpressorimplied.Neithertheauthor,norPacktPublishing,anditsdealersanddistributorswillbeheldliableforanydamagescausedorallegedtobecauseddirectlyorindirectlybythisbook.PacktPublishinghasendeavoredtoprovidetrademarkinformationaboutallofthecompaniesandproductsmentionedinthisbo
4、okbytheappropriateuseofcapitals.However,PacktPublishingcannotguaranteetheaccuracyofthisinformation.Firstpublished:December2013ProductionReference:1171213PublishedbyPacktPublishingLtd.LiveryPlace35LiveryStreetBirminghamB32PB,UK.ISBN978-1-78328-845-8www.packtpub.comCoverImagebyGagand
5、eepSharma(er.gagansharma@gmail.com)CreditsAuthorProjectCoordinatorGabrieleLanaroSherinPadayattyReviewersProofreaderDanielArbuckleLindaMorrisMikeDriscollAlbertLukaszewskiIndexerRekhaNairAcquisitionEditorsOwenRobertsProductionCoordinatorsPoojaChiplunkarHarshaBharwaniManuJosephCommiss
6、ioningEditorShaonBasuCoverWorkPoojaChiplunkarTechnicalEditorsAkashdeepKunduFaisalSiddiquiAbouttheAuthorGabrieleLanaroisaPhDstudentinChemistryattheUniversityofBritishColumbia,inthefieldofMolecularSimulation.HewriteshighperformancePythoncodetoanalyzechemicalsystemsinlarge-scalesimula
7、tions.HeisthecreatorofChemlab—ahighperformancevisualizationsoftwareinPython—andemacs-for-python—acollectionofemacsextensionsthatfacilitateworkingwithPythoncodeintheemacstexteditor.ThisbookbuildsonhisexperienceinwritingscientificPythoncodeforhisresearchandpersonalprojects.Iwanttotha
8、nkmyparentsfortheirhuge,un
