捕鱼机积分兑换礼品违法吗

機器學習雖然對改進產品性能和推進研究有很大的潛力，但無法對它們的預測做出解釋，這是當前面臨的一大障礙。本書是一本關于使機器學習模型及其決策具有可解釋性的書。本書探索了可解釋性的概念，介紹了簡單的、可解釋的模型，例如決策樹、決策規則和線性回歸，重點介紹了解釋黑盒模型的、與模型無關的方法，如特征重要性和累積局部效應，以及用Shapley值和LIME解釋單個實例預測。本書對所有的解釋方法進行了深入說明和批判性討論，例如它們如何在黑盒下工作、它們的優缺點是什么、如何解釋它們的輸出。本書將解答如何選擇并正確應用解釋方法。本書的重點是介紹表格式數據的機器學習模型，較少涉及計算機視覺和自然語言處理任務。本書適合機器學習從業者、數據科學家、統計學家和所有對使機器學習模型具有可解釋性感興趣的人閱讀。

·13萬字

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Unreal Development Kit Game Design Cookbook

Writtenincookbookstyle,thisbookoffersmanyrecipestolearngamedesignwithUDK.Eachrecipecontainsstep-by-stepinstructionsfollowedbyanalysisofwhatwasdoneineachtaskandotherusefulinformation.Thebookisdesignedsothatyoucanreaditchapterbychapter,oryoucanlookatthelistofrecipesandrefertotheminnoparticularorder.ThisbookismeantforgameartistswhoaregettingusedtoUDKbutmayfeeltheneedforguidanceonmattersofimplementation.ItalsotargetsbravebeginnerswhoarestrugglingtofindanallinonepackageforgettingstartedwithUDK,andwantareadytohandreference.Leveldesignerscanusethisbooktogaugetheirunderstandingoftheeditor,checkforspecificproblems,anddiscovergemstheymaynothavecomeacrossbefore.

·13.9萬字

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MySQL Management and Administration with Navicat

StandardMini.ThisbookiswrittenforMySQLUsers,Developers,andadminswhowanttodiscoverjusthoweasyNavicatmakesevennormallyarduoustasks.

·2.7萬字

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Oracle WebLogic Server 12c Advanced Administration Cookbook

Usingreallifeproblemsandsimplesolutionsthisbookwillmakeanyissueseemsmall.WebLogicServerbookscanbeabitdrybutDaltonkeepsthetonelightandensuresnomatterhowcomplextheproblemyoualwaysfeellikeyouhavesomeonerighttherewithyouhelpingyoualong.ThisbookisidealforthosewhoknowthebasicsofWebLogicbutwanttodivedeeperandgettogripswithmoreadvancedtopics.Soifyouareadatacenteroperator,systemadministratororevenaJavadeveloperthisbookcouldbeexactlywhatyouarelookingfortotakeyouonestepfurtherwithOracleWebLogicServer.

·5.1萬字

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Kali Linux Cookbook

Apractical,cookbookstylewithnumerouschaptersandrecipesexplainingthepenetrationtesting.Thecookbook-stylerecipesallowyoutogodirectlytoyourtopicofinterestifyouareanexpertusingthisbookasareference,ortofollowtopicsthroughoutachaptertogainin-depthknowledgeifyouareabeginner.ThisbookisidealforanyonewhowantstogetuptospeedwithKaliLinux.Itwouldalsobeanidealbooktouseasareferenceforseasonedpenetrationtesters.

·3.3萬字

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Practical Data Analysis

Eachchapterofthebookquicklyintroducesakey‘theme’ofDataAnalysis,beforeimmersingyouinthepracticalaspectsofeachtheme.You’lllearnquicklyhowtoperformallaspectsofDataAnalysis.PracticalDataAnalysisisabookidealforhomeandsmallbusinessuserswhowanttoslicedicethedatatheyhaveonhandwithminimumhassle.

·5.4萬字

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Machine Learning with R

WrittenasatutorialtoexploreandunderstandthepowerofRformachinelearning.Thispracticalguidethatcoversalloftheneedtoknowtopicsinaverysystematicway.Foreachmachinelearningapproach,eachstepintheprocessisdetailed,frompreparingthedataforanalysistoevaluatingtheresults.Thesestepswillbuildtheknowledgeyouneedtoapplythemtoyourowndatasciencetasks.IntendedforthosewhowanttolearnhowtouseR'smachinelearningcapabilitiesandgaininsightfromyourdata.Perhapsyoualreadyknowabitaboutmachinelearning,buthaveneverusedR;orperhapsyouknowalittleRbutarenewtomachinelearning.Ineithercase,thisbookwillgetyouupandrunningquickly.Itwouldbehelpfultohaveabitoffamiliaritywithbasicprogrammingconcepts,butnopriorexperienceisrequired.

·9.8萬字

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OpenGL 4 Shading Language Cookbook（Second Edition）

OpenGLShadingLanguage4Cookbookisahands-onguidethatgetsstraighttothepoint–actuallycreatinggraphics,insteadofjusttheoreticallearning.Eachrecipeisspecificallytailoredtosatisfyyourappetiteforproducingreal-time3-DgraphicsusingthelatestGLSLspecification.ThisbookisforOpenGLprogrammerslookingtousethemodernfeaturesofGLSL4tocreatereal-time,three-dimensionalgraphics.FamiliaritywithOpenGLprogramming,alongwiththetypical3Dcoordinatesystems,projections,andtransformationsisassumed.ItcanalsobeusefulforexperiencedGLSLprogrammerswhoarelookingtoimplementthetechniquesthatarepresentedhere.

·10.8萬字

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HTML5 Game Development HOTSHOT

Withawiderangeofprojectstobuild,thisstep-by-stepguidewillgiveyouallthetoolsyouneedtocreateavarietyofgames.Whetheryouarefamiliarwiththebasicsofobject-orientedprogrammingconcepts,arenewtoHTMLgamedevelopment,orarefamiliarwithjustwebdesign,thisproject-basedbookwillgetyouupandrunninginnotime.ItwillteachandinspireyoutocreategreatinteractivecontentontheWeb.

·6.5萬字

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Mastering D3.js

Ifyouareasoftwaredeveloperworkingwithdatavisualizationsandwanttobuildcomplexdatavisualizations,thisbookisforyou.BasicknowledgeofD3frameworkisexpected.Withreal-worldexamples,youwilllearnhowtostructureyourapplicationstocreateenterprise-levelchartsandinteractivedashboards.

·7.6萬字

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Python Data Analysis

Thisbookisforprogrammers,scientists,andengineerswhohaveknowledgeofthePythonlanguageandknowthebasicsofdatascience.ItisforthosewhowishtolearndifferentdataanalysismethodsusingPythonanditslibraries.Thisbookcontainsallthebasicingredientsyouneedtobecomeanexpertdataanalyst.

·6.5萬字

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Scala for Machine Learning

AreyoucuriousaboutAI?AllyouneedisagoodunderstandingoftheScalaprogramminglanguage,abasicknowledgeofstatistics,akeeninterestinBigDataprocessing,andthisbook!

·10.4萬字

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Hyper-V Security

Hyper-VSecurityisintendedforadministratorswithasolidworkingknowledgeofHyper-VServer,WindowsServer,andActiveDirectory.Anadministratorwithafunctionalenvironmentwillbeabletousetheknowledgeandexamplespresentinthisbooktoenhancesecurity.

·4.9萬字

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ARM? Cortex? M4 Cookbook

Thisbookisaimedatthosewithaninterestindesigningandprogrammingembeddedsystems.ThesecouldincludeelectricalengineersorcomputerprogrammerswhowanttogetstartedwithmicrocontrollerapplicationsusingtheARMCortex-M4architectureinashorttimeframe.Thebook’srecipescanalsobeusedtosupportstudentslearningembeddedprogrammingforthefirsttime.BasicknowledgeofprogrammingusingahighlevellanguageisessentialbutthosefamiliarwithotherhighlevellanguagessuchasPythonorJavashouldnothavetoomuchdifficultypickingupthebasicsofembeddedCprogramming.

·5.4萬字

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Learning Responsive Data Visualization

Webdevelopersanddatascienceprofessionalswhowanttomaketheirvisualizationsworkforsmallerscreensizes.SomebasicknowledgeofJavaScriptandDatavisualizationisexpected.

·5.5萬字

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Troubleshooting System Center Configuration Manager

IfyouarenewtoConfigurationManagerorhaveexperiencewithit,andareinterestedinidentifying,diagnosingandresolvingtheSystemCenterConfigurationManageradministrationissuesthenthisbookisforyou.

·5.7萬字

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Mastering JBoss Drools 6

ThisbookisforJavadevelopersandarchitectswhoneedtohaveadeepunderstandingofhowtocreateorintegrateyourapplicationswiththeDroolsRulesFramework.ThebookassumesthatyouknowtheJavalanguagewellandalsohaveexperiencewithsomewidelyusedframeworks,suchasSpring.YoushouldalsoknowthebasicsofMaven-basedapplications.

·8.8萬字

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Apache Spark Machine Learning Blueprints

Ifyouareadatascientist,adataanalyst,oranRandSPSSuserwithagoodunderstandingofmachinelearningconcepts,algorithms,andtechniques,thenthisisthebookforyou.SomebasicunderstandingofSparkanditscoreelementsandapplicationisrequired.