scikit-learn Cookbook英文电子资料.pdf

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1、www.it-ebooks.infoscikit-learnCookbookOver50recipestoincorporatescikit-learnintoeverystepofthedatasciencepipeline,fromfeatureextractiontomodelbuildingandmodelevaluationTrentHauckBIRMINGHAM-MUMBAIwww.it-ebooks.infoscikit-learnCookbookCopyright©2014PacktPublishingAllrightsreserved.Nopartofth

2、isbookmaybereproduced,storedinaretrievalsystem,ortransmittedinanyformorbyanymeans,withoutthepriorwrittenpermissionofthepublisher,exceptinthecaseofbriefquotationsembeddedincriticalarticlesorreviews.Everyefforthasbeenmadeinthepreparationofthisbooktoensuretheaccuracyoftheinformationpresented.

3、However,theinformationcontainedinthisbookissoldwithoutwarranty,eitherexpressorimplied.Neithertheauthor,norPacktPublishing,anditsdealersanddistributorswillbeheldliableforanydamagescausedorallegedtobecauseddirectlyorindirectlybythisbook.PacktPublishinghasendeavoredtoprovidetrademarkinformati

4、onaboutallofthecompaniesandproductsmentionedinthisbookbytheappropriateuseofcapitals.However,PacktPublishingcannotguaranteetheaccuracyofthisinformation.Firstpublished:November2014Productionreference:1271014PublishedbyPacktPublishingLtd.LiveryPlace35LiveryStreetBirminghamB32PB,UK.ISBN978-1-7

5、8398-948-5www.packtpub.comwww.it-ebooks.infoCreditsAuthorProjectCoordinatorTrentHauckHarshalVedReviewersProofreadersAnoopThomasMathewSimranBhogalXingzhongBridgetBraundAmyJohnsonCommissioningEditorKunalParikhIndexerTejalSoniAcquisitionEditorOwenRobertsGraphicsSheetalAuteContentDevelopmentEd

6、itorRonakDhruvDayanHyamesAbhinashSahuTechnicalEditorsProductionCoordinatorMrunalM.ChavanManuJosephDennisJohnCoverWorkCopyEditorsManuJosephJanbalDharmarajSayaneeMukherjeewww.it-ebooks.infoAbouttheAuthorTrentHauckisadatascientistlivingandworkingintheSeattlearea.HegrewupinWichita,Kansasandrec

7、eivedhisundergraduateandgraduatedegreesfromtheUniversityofKansas.HeistheauthorofthebookInstantDataIntensiveAppswithpandasHow-to,PacktPublishing—abookthatcangetyouuptospeedquicklywithpandasandotherassociatedtechnologies.First,abigthankstothePythonsoftwarecommun