MicrosoftC++BuildTools14.0，当安装Scrapy、Surprise等其它通过pip安装的库出现报错时，安装使用。

NPCC2013,微博情绪分析样例数据。
数据分类likedisgusthappnesssadnesssurpriseangerfearnone

--------------------------------------------------------------------------------------TheExtendedCohn-Kanade(CK+)databasedistribution:PHASE1Initial:1stJuly2010Revised:28thSept2010---------------------------------------------------------------------------------------InthisPhasethereare4zippedupfiles.Theyrelateto:1)TheImages(cohn-kanade-images.zip)-thereare593sequencesacross123subjectswhichareFACScodedatthepeakframe.Allsequencesarefromtheneutralfacetothepeakexpression.2)TheLandmarks(Landmarks.zip)-AllsequencesareAAMtrackedwith68pointslandmarksforeachimage.3)TheFACScodedfiles(FACS_labels.zip)-foreachsequence(593)thereisonly1FACSfile,whichisthelastframe(thepeakframe).EachlineofthefilecorrespondstoaspecificAUandthentheintensity.Anexampleisgivenbelow.4)TheEmotioncodedfiles(Emotion_labels.zip)-ONLY327ofthe593sequenceshaveemotionsequences.Thisisbecausethesearetheonlyonesthefittheprototypicdefinition.LiketheFACSfiles,thereisonly1Emotionfileforeachsequencewhichisthelastframe(thepeakframe).Thereshouldbeonlyoneentryandthenumberwillrangefrom0-7(i.e.0=neutral,1=anger,2=contempt,3=disgust,4=fear,5=happy,6=sadness,7=surprise).N.Bthereisonly327files-IFTHEREISNOFILEITMEANSTHATTHEREISNOEMOTIONLABEL(sorrytobeexplicitbutthiswillavoidconfusion).Examples:-----------------------------------------------------------------------------------Allfilenameandstructureshouldbethesame.Forexample,animageat:cohn-kanade-images/S005/001/S005_001_00000011.png------------------------------------------------------------------------------------willhavethecorrespondinglandmarkat:Landmarks/S005/001/S005_001_00000011_landmarks.txt------------------------------------------------------------------------------------FACScodeat:FACS/S005/001/S0005_001_00000

Neuralnetworkshavemadeasurprisecomebackinthelastfewyearsandhavebroughttremendousinnovationintheworldofartificialintelligence.ThegoalofthisbookistoprovideC#progra妹妹erswithpracticalguidanceinsolvingcomplexcomputationalchallengesusingneuralnetworksandC#librariessuchasCNTK,andTensorFlowSharp.Thisbookwilltakeyouonastep-by-steppracticaljourney,coveringeverythingfromthemathematicalandtheoreticalaspectsofneuralnetworks,tobuildingyourowndeepneuralnetworksintoyourapplicationswiththeC#and.NETframeworks.Thisbookbeginsbygivingyouaquickrefresherofneuralnetworks.YouwilllearnhowtobuildaneuralnetworkfromscratchusingpackagessuchasEncog,Aforge,andAccord.Youwilllearnaboutvariousconceptsandtechniques,suchasdeepnetworks,perceptrons,optimizationalgorithms,convolutionalnetworks,andautoencoders.Youwilllearnwaystoaddintelligentfeaturestoyour.NETapps,suchasfacialandmotiondetection,objectdetectionandlabeling,languageunderstanding,knowledge,andintelligentsearch.Throughoutthisbook,youwillbeworkingoninterestingdemonstrationsthatwillmakeiteasiertoimplementcomplexneuralnetworksinyourenterpriseapplications.

cissp官方进修指南第八版（英文），改版后2018最新进修指南。
不用看cbk那么费劲，就看这个版本九百多页，八个知识域全覆盖，还省事。
DevelopmentEditor:KellyTalbotTechnicalEditors:JeffParker,BobSipes,andDavidSeidlCopyEditor:KimWimpsettEditorialManager:PeteGaughanProductionManager:KathleenwisorExecutiveeditor:imminatelProofreader:AmyschneiderIndexer:JohnnaVanHoosedinseProjectCoordinator,Cover:brentSavageCoverDesigner:wileyCoverImage:@JeremyWoodhouse/GettyImages,Inc.CopyrightC2018byJohnWileySons,InC,Indianapolis,IndianaPublishedsimultaneouslyinCanadaISBN:978-1-119-47593-4ISBN:978-1-119-47595-8(ebk)ISBN:978-1-119-47587-3(ebk)ManufacturedintheUnitedStatesofamericaNopartofthispublicationmaybereproduced,storedinaretrievalsystemortransmittedianyformorbyanymeans,electronic,mechanical,photocopying,recording,scanningorotherwise,exceptaspermittedunderSections107or108ofthe1976UnitedStatesCopyrightAct,withouteitherthepriorwrittenpermissionofthePublisher,orauthorizationthroughpaymentoftheappropriateper-copyfeetotheCopyrightClearanceCenter,222RosewoodDrive,Danvers,MAO1923,(978)750-8400,fax(978)646-8600RequeststothePublisherforpermissionshouldbeaddressedtothepermissionsDepartment,JohnWileysons,Inc.111RiverStreet,Hoboken,NJo7030,(201)748-6011,fax(201)748-6008,oronlineathttp://www.wiley.com/go/permissionsLimitofliability/DisclaimerofWarranty:Thepublisherandtheauthormakenorepresentationsorwarrantieswithrespecttotheaccuracyorcompletenessofthecontentsofthisworkandspecificallydisclaimallwarranties,includingwithoutlimitationwarrantiesoffitnessforaparticularpurpose.Nowarrantymaybecreatedorextendedbysalesorpromotionalmaterials.Theadviceandstrategiescontainedhereinmaynotbesuitableforeverysituation.Thisworkissoldwiththeunderstandingthatthepublisherisnotengagedinrenderinglegal,accounting,orotherprofessionalservices.Ifprofessionalassistanceisrequiredtheservicesofacompetentprofessionalpersonshouldbesought.Neitherthepublishernortheauthorshallbeliablefordamagesarisingherefrom.ThefactthatanorganizationorWebsiteisreferredtointhisworkasacitationand/orapotentialsourceoffurtherinformationdoesnotmeanthattheauthororthepublisherendorsestheinformationtheorganizationorWebsitemayprovideorrecommendationsitmaymakeFurtherreadersshouldbeawarethatInternetWebsiteslistedinthisworkmayhavechangedordisappearedbetweenwhenthisworkwaswrittenandwhenitisreadForgeneralinformationonourotherproductsandservicesortoobtaintechnicalsupportpleasecontactourCustomerCareDepartmentwithintheU.S.at(877)762-2974,outsidetheUS.at(317)5723993orfax(317)572-4002Wileypublishesinavarietyofprintandelectronicformatsandbyprint-on-demand.Somematerialincludedwithstandardprintversionsofthisbookmaynotbeincludedine-booksorinprint-On-demand.IfthisbookreferstomediasuchasaCDorDVdthatisnotincludedintheversionyoupurchasedyoumaydownloadthismaterialathttp://booksupport.wilev.comFormoreinformationaboutwileyproductsvisitwww.wiley.comLibraryofCongressControlNumber:2018933561TRADEMARKS:Wiley,theWileylogo,andtheSybexlogoaretrademarksorregisteredtrademarksofJohnWileySons,Incand/oritsaffiliates,intheUnitedStatesandothercountries,andmaynotbeusedwithoutwrittenpermission.CISSPisaregisteredtrademarkof(ISC)2,Inc.AllothertrademarksarethepropertyoftheirrespectiveownersJohnWileySons,Incisnotassociatedwithanyproductorvendormentionedinthisbook.ToDewittLatimer,mymentor,friend,andcolleague.Imissyoudearly.MikeChappleToCathy,yourperspectiveontheworldandlifeoftensurprisesme,challengesme,andmakesmeloveyouevenmoreJamesmichaelstewartToNimfa,thanksforsharingyourlifewithmeforthepast26yearsandlettingmeshareminewithyouDarrilgibsonDearFuture(ISC)2MemberCongratulationsonstartingyourjourneytoCISSPRcertificationEarningyourCISSPisanexcitingandrewardingmilestoneinyourcybersecuritycareer.Notonlydoesitdemonstrateyourabilitytodevelopandmanagenearlyallaspectsofanorganizationscybersecurityoperations,butyoualsosignaltoemployersyourcommitmenttolife-longlearningandtakinganactiveroleinfulfillingthe(isc)2visionofinspiringasafeandsecurecyberworldThematerialinthisstudyguideisbaseduponthe(isc)2cisspCommonBodyofKnowledge.ItwillhelpyoupreparefortheexamthatwillassessyourcompetencyinthefollowingeightdomainsaSecurityandriskmanagement■AssetsecuritySecurityArchitectureandengineeringaCommunicationandNetworksecurityaIdentityandAccessManagement(IAM)SecurityAssessmentandTesting■SecurityOperationsSoftwareDevelopmentSecurityWhilethisstudyguidewillhelpyouprepare,passingthecisspexamdependsonyourmasteryofthedomainscombinedwithyourabilitytoapplythoseconceptsusingyourreal-worldexperienceiwishyouthebestofluckasyoucontinueonyourpathtobecomeaCISSPandcertifiedmemberof(Isc)2Sincerely,Davidshearer.CISSPCEO(ISC)2Ackn。
w|edgmentsWe'dliketoexpressourthankstoSybexforcontinuingtosupportthisproject.Extrathankstotheeightheditiondevelopmentaleditor,kellyTalbot,andtechnicaleditors,JeffParker,BobSipes,andDavidSeidlwhoperformedamazingfeatsinguidingustoimprovethisbookThanksaswelltoouragent,CaroleJelen,forcontinuingtoassistinnailingdowntheseprojectsMikejames.anddarrilSpecialthanksgototheinformationsecurityteamattheUniversityofNotreDame,whoprovidedhoursofinterestingconversationanddebateonsecurityissuesthatinspiredandinformedmuchofthematerialinthisbookIwouldliketothanktheteamatwileywhoprovidedinvaluableassistancethroughoutthebookdevelopmentprocess.ialsooweadebtofgratitudetomyliteraryagent,CaroleJelenofWatersideProductions.Mycoauthors,JamesMichaelStewartanddarrilGibsonweregreatcollaborators.JeffParker,BobSipes,andDavidSeidl,ourdiligentandknowledgeabletechnicaleditors,providedvaluableinsightaswebroughtthiseditiontopressIdalsoliketothankthemanypeoplewhoparticipatedintheproductionofthisbookbutwhomIneverhadthechancetomeet:thegraphicsteam,theproductionstaff,andallofthoseinvolvedinbringingthisbooktopress-MikeChappleThankstoMikeChappleandDarrilGibsonforcontinuingtocontributetothisprojectThanksalsotoallmycisspcoursestudentswhohaveprovidedtheirinsightandinputtoimprovemytrainingcoursewareandultimatelythistome.Tomyadoringwife,CathyBuildingalifeandafamilytogetherhasbeenmorewonderfulthanIcouldhaveeverimagined.ToSlaydeandremi:youaregrowingupsofastandlearningatanoutstandingpace,andyoucontinuetodelightandimpressmedaily.YouarebothgrowingintoamazingindividualsTomymom,Johnnie:ItiswonderfultohaveyouclosebyToMarkNomatterhowmuchtimehaspassedorhowlittleweseeeachother,Ihavebeenandalwayswillbeyourfriend.andfinally,asalways,toElvis:Youwerewayaheadofthecurrentbaconobsessionwithyourpeanutbutter/banana/baconsandwich;ithinkthat'sproofyoutraveledthroughtimeJamesmichaelStewartThankstoJimMinatelandCaroleJelenforhelpinggetthisupdateinplacebefore(IsC)2releasedtheobjectives.Thishelpedusgetaheadstartonthisnewedition,andweappreciateyourefforts.It'sbeenapleasureworkingwithtalentedpeoplelikeJamesMichaelStewartandMikeChappleThankstobothofyouforallyourworkandcollaborativeeffortsonthisproject.Thetechnicaleditors,JeffParkerBobSipes,andDavidSeidl,provideduswithsomeoutstandingfeedback,andthisbookisbetterbecauseoftheireffortsThankstotheteamatSybex(includingprojectmanagers,editors,andgraphicsartists)foralltheworkyoudidhelpingusgetthisbooktoprint.Last,thankstomywife,Nimfa,forputtingupwithmyoddhoursasIworkedonthisbookDarrilgibsonAbouttheauthorsMikeChapple,CISSP,PhD,Security+,CISA,CySA+,isanassociateteachingprofessorofIT,analytics,andoperationsattheUniversityofNotreDame.InthepasthewaschiefinformationofficerofBrandInstituteandaninformationsecurityresearcherwiththenationalSecurityagencyandtheu.s.airForcehisprimaryareasofexpertiseincludenetworkintrusiondetectionandaccesscontrols.mikeisafrequentcontributortoTechTarget'sSearchSecuritysiteandtheauthorofmorethan25booksincludingthecompanionbooktothisstudyguide:CISSPOfficial(ISC)2PracticeTests,theCompTIACSA+StudyGuide,andCyberwarfare:InformationOperationsinaConnectedWorld.MikeoffersstudygroupsfortheCISSP,SSCP,Security+,andcSa+certificationsonhiswebsiteatwww.certmike.comJamesMichaelStewart,CISSP,CEH,ECSA,CHFI,Security+Network+,hasbeenwritingandtrainingformorethan20years,withacurrentfocusonsecurity.hehasbeenteachingCiSsPtrainingcoursessince2002,nottomentionothercoursesonInternetsecurityandethicalhacking/penetrationtestingHeistheauthorofandcontributortomorethan75booksandnumerouscoursewaresetsonsecuritycertification,Microsofttopics,andnetworkadministrationincludingtheSecurity+(SY0-501)Reviewguide.Moreinformationaboutmichaelcanbefoundathiswebsiteatwww.impactonline.comDarrilGibson,CISSP,Security+,CASP,istheCeoofYODa(shortforYouCanDoAnything),andhehasauthoredorcoauthoredmorethan40books.Darrilregularlywrites,consults,andteachesonawidevarietyoftechnicalandsecuritytopicsandholdsseveralcertificationsHeregularlypostsblogarticlesathttp://blogs.getcertifiedgetahead.com/aboutcertificationtopicsandusesthatsitetohelppeoplestayabreastofchangesincertificationexams.Heloveshearingfromreaders,especiallywhentheypassanexamafterusingoneofhisbooks,andyoucancontacthimthroughthelebloggingsite.

包含以下几种表情:0anger生气1disgust讨厌2fear恐惧3happy开心4sad伤心5surprised惊讶6normal中性里面有原.csv文件还有处理好的.npy文件，其中名称带data的为图片的ndarray数据，带labels的为其对应的标签。
使用时只需要用np.load("train_data.npy")语句读取即可

表情识别fer2013数据集，将图片从一个文件中提取成一张一张的图片，包含以下几种表情:0anger生气1disgust讨厌2fear恐惧3happy开心4sad伤心5surprised惊讶6normal中性

中科院自动化所录制的情感语料库,数据库包括奖金10000条语音。
发音为中文数据库包括angry、fear、happy、neutral、sad和surprise六种情绪,四个演员对300句相反文本和100句不同文木进行朗诵。
收集的语音信号基本是纯净无噪声的,以16000khz采样率,16bit,pcm格式存储。

Neuralnetworkshavemadeasurprisecomebackinthelastfewyearsandhavebroughttremendousinnovationintheworldofartificialintelligence.ThegoalofthisbookistoprovideC#progra妹妹erswithpracticalguidanceinsolvingcomplexcomputationalchallengesusingneuralnetworksandC#librariessuchasCNTK,andTensorFlowSharp.Thisbookwilltakeyouonastep-by-steppracticaljourney,coveringeverythingfromthemathematicalandtheoreticalaspectsofneuralnetworks,tobuildingyourowndeepneuralnetworksintoyourapplicationswiththeC#and.NETframeworks.Thisbookbeginsbygivingyouaquickrefresherofneuralnetworks.YouwilllearnhowtobuildaneuralnetworkfromscratchusingpackagessuchasEncog,Aforge,andAccord.Youwilllearnaboutvariousconceptsandtechniques,suchasdeepnetworks,perceptrons,optimizationalgorithms,convolutionalnetworks,andautoencoders.Youwilllearnwaystoaddintelligentfeaturestoyour.NETapps,suchasfacialandmotiondetection,objectdetectionandlabeling,languageunderstanding,knowledge,andintelligentsearch.Throughoutthisbook,youwillbeworkingoninterestingdemonstrationsthatwillmakeiteasiertoimplementcomplexneuralnetworksinyourenterpriseapplications.

（含源码及报告）本程序分析了自2016年到2021年（外加）每年我国原油加工的产量，并且分析了2020年全国各地区原油加工量等，含饼状图，柱状图，折线图，数据在地图上显示。
运转本程序需要requests、bs4、csv、pandas、matplotlib、pyecharts库的支持，如果缺少某库请自行安装后再运转。
文件含6个excel表，若干个csv文件以及一个名字为render的html文件（需要用浏览器打开），直观的数据处理部分是图片以及html文件，可在地图中显示，数据处理的是excel文件。
不懂可以扫文件中二维码在QQ里面问。

在日常工作中，钉钉打卡成了我生活中不可或缺的一部分。然而，有时候这个看似简单的任务却给我带来了不少烦恼。 每天早晚，我总是得牢记打开钉钉应用，点击"工作台"，再找到"考勤打卡"进行签到。有时候因为工作忙碌，会忘记打卡，导致考勤异常，影响当月的工作评价。而且，由于我使用的是苹果手机，有时候系统更新后，钉钉的某些功能会出现异常，使得打卡变得更加麻烦。 另外，我的家人使用的是安卓手机，他们也经常抱怨钉钉打卡的繁琐。尤其是对于那些不太熟悉手机操作的长辈来说，每次打卡都是一次挑战。他们总是担心自己会操作失误，导致打卡失败。 为了解决这些烦恼，我开始思考是否可以通过编写一个全自动化脚本来实现钉钉打卡。经过一段时间的摸索和学习，我终于成功编写出了一个适用于苹果和安卓系统的钉钉打卡脚本。