没有合适的资源?快使用搜索试试~ 我知道了~
温馨提示
This book aims to bring newcomers to natural language processing (NLP) and deep learning to a tasting table covering important topics in both areas. Both of these subject areas are growing exponentially. As it introduces both deep learning and NLP with an emphasis on implementation, this book occupies an important middle ground.
资源推荐
资源详情
资源评论
NaturalLanguageProcessing
withPyTorch
BuildIntelligentLanguageApplicationsUsingDeep
Learning
DelipRaoandBrianMcMahan
NaturalLanguageProcessingwithPyTorch
byDelipRaoandBrianMcMahanCopyright©2019DelipRaoandBrian
McMahan.Allrightsreserved.
PrintedintheUnitedStatesofAmerica.
PublishedbyO’ReillyMedia,Inc.,1005GravensteinHighwayNorth,
Sebastopol,CA95472.
O’Reillybooksmaybepurchasedforeducational,business,orsalespromotional
use.Onlineeditionsarealsoavailableformosttitles(http://oreilly.com/safari).
Formoreinformation,contactourcorporate/institutionalsalesdepartment:800-
998-9938orcorporate@oreilly.com.
AcquisitionEditor:RachelRoumeliotis DevelopmentEditor:JeffBleiel
ProductionEditor:NanBarber Copyeditor:OctalPublishing,LLC
Proofreader:RachelHead Indexer:JudyMcConville
InteriorDesigner:DavidFutato CoverDesigner:KarenMontgomery
Illustrator:RebeccaDemarest
February2019:FirstEdition
RevisionHistoryfortheFirstEdition
2019-01-16:FirstRelease
Seehttp://oreilly.com/catalog/errata.csp?isbn=9781491978238forrelease
details.
TheO’ReillylogoisaregisteredtrademarkofO’ReillyMedia,Inc.Natural
LanguageProcessingwithPyTorch,thecoverimage,andrelatedtradedressare
trademarksofO’ReillyMedia,Inc.
Theviewsexpressedinthisworkarethoseoftheauthors,anddonotrepresent
thepublisher’sviews.Whilethepublisherandtheauthorshaveusedgoodfaith
effortstoensurethattheinformationandinstructionscontainedinthisworkare
accurate,thepublisherandtheauthorsdisclaimallresponsibilityforerrorsor
omissions,includingwithoutlimitationresponsibilityfordamagesresulting
fromtheuseoforrelianceonthiswork.Useoftheinformationandinstructions
containedinthisworkisatyourownrisk.Ifanycodesamplesorother
technologythisworkcontainsordescribesissubjecttoopensourcelicensesor
theintellectualpropertyrightsofothers,itisyourresponsibilitytoensurethat
yourusethereofcomplieswithsuchlicensesand/orrights.
978-1-491-97823-8
[LSI]
Preface
Thisbookaimstobringnewcomerstonaturallanguageprocessing(NLP)and
deeplearningtoatastingtablecoveringimportanttopicsinbothareas.Bothof
thesesubjectareasaregrowingexponentially.Asitintroducesbothdeep
learningandNLPwithanemphasisonimplementation,thisbookoccupiesan
importantmiddleground.Whilewritingthebook,wehadtomakedifficult,and
sometimesuncomfortable,choicesonwhatmaterialtoleaveout.Forabeginner
reader,wehopethebookwillprovideastrongfoundationinthebasicsanda
glimpseofwhatispossible.Machinelearning,anddeeplearninginparticular,is
anexperientialdiscipline,asopposedtoanintellectualscience.Thegenerous
end-to-endcodeexamplesineachchapterinviteyoutopartakeinthat
experience.
Whenwebeganworkingonthebook,westartedwithPyTorch0.2.The
exampleswererevisedwitheachPyTorchupdatefrom0.2to0.4.PyTorch1.0is
duetoreleasearoundwhenthisbookcomesout.Thecodeexamplesinthebook
arePyTorch0.4–compliantandshouldworkastheyarewiththeupcoming
PyTorch1.0release.
Anoteregardingthestyleofthebook.Wehaveintentionallyavoided
mathematicsinmostplaces,notbecausedeeplearningmathisparticularly
difficult(itisnot),butbecauseitisadistractioninmanysituationsfromthe
maingoalofthisbook—toempowerthebeginnerlearner.Likewise,inmany
cases,bothincodeandtext,wehavefavoredexpositionoversuccinctness.
Advancedreadersandexperiencedprogrammerswilllikelyseewaystotighten
upthecodeandsoon,butourchoicewastobeasexplicitaspossiblesoasto
reachthebroadestoftheaudiencethatwewanttoreach.
ConventionsUsedinThisBook
Thefollowingtypographicalconventionsareusedinthisbook:
Italic
1
剩余296页未读,继续阅读
资源评论
localsg
- 粉丝: 5
- 资源: 77
上传资源 快速赚钱
- 我的内容管理 展开
- 我的资源 快来上传第一个资源
- 我的收益 登录查看自己的收益
- 我的积分 登录查看自己的积分
- 我的C币 登录后查看C币余额
- 我的收藏
- 我的下载
- 下载帮助
最新资源
- 超临界超超临界机组材料的选用和焊接技术.ppsx
- 1.25Cr-0.5Mo-Si钢制加氢反应器焊接.doc
- 9Ni钢的手工焊焊接技术.doc
- 289-paper-激光焊接动态试验.doc
- 20R+0Cr18Ni10Ti复合板焊接工艺评定.doc
- ASME焊接文件及焊工过程管理.doc
- ASME锅炉和压力容器规范中有关焊接术语定义.doc
- 4000立方米球罐焊接施工方案.doc
- CO2焊接工艺指导书.doc
- DL5007-92电力建设施工及验收技术规范火力发电厂焊接篇 .doc
- JB 4708-2000《钢制压力容器焊接工艺评定》标准释义.doc
- Q3201 BST001-2000 钛制焊接压力容器.doc
- SHT 3527-2009《石油化工不锈钢复合钢焊接规程》解析题要.doc
- QSVSD 1-2010 结构用双面埋弧直缝焊接钢管.doc
- 储气罐焊接控制程序.doc
- 不锈钢复合板焊接裂纹的返修.doc
资源上传下载、课程学习等过程中有任何疑问或建议,欢迎提出宝贵意见哦~我们会及时处理!
点击此处反馈
安全验证
文档复制为VIP权益,开通VIP直接复制
信息提交成功