舉報

Hands-On Deep Learning Algorithms with Python
最新章節: Leave a review - let other readers know what you think
DeeplearningisoneofthemostpopulardomainsintheAIspace,allowingyoutodevelopmulti-layeredmodelsofvaryingcomplexities.Thisbookintroducesyoutopopulardeeplearningalgorithms—frombasictoadvanced—andshowsyouhowtoimplementthemfromscratchusingTensorFlow.Throughoutthebook,youwillgaininsightsintoeachalgorithm,themathematicalprinciplesbehindit,andhowtoimplementitinthebestpossiblemanner.Thebookstartsbyexplaininghowyoucanbuildyourownneuralnetworks,followedbyintroducingyoutoTensorFlow,thepowerfulPython-basedlibraryformachinelearninganddeeplearning.Movingon,youwillgetuptospeedwithgradientdescentvariants,suchasNAG,AMSGrad,AdaDelta,Adam,andNadam.ThebookwillthenprovideyouwithinsightsintoRNNsandLSTMandhowtogeneratesonglyricswithRNN.Next,youwillmasterthemathforconvolutionalandcapsulenetworks,widelyusedforimagerecognitiontasks.ThenyoulearnhowmachinesunderstandthesemanticsofwordsanddocumentsusingCBOW,skip-gram,andPV-DM.Afterward,youwillexplorevariousGANs,includingInfoGANandLSGAN,andautoencoders,suchascontractiveautoencodersandVAE.Bytheendofthisbook,youwillbeequippedwithalltheskillsyouneedtoimplementdeeplearninginyourownprojects.
因版權原因待上架

品牌:中圖公司
上架時間:2021-06-24 12:11:13
出版社:Packt Publishing
本書數字版權由中圖公司提供,并由其授權上海閱文信息技術有限公司制作發行