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NaturalLanguageProcessingwithPyTorch
NaturalLanguageProcessingwithPyTorch:BuildIntelligentLanguageApplicationsUsingDeepLearningBy作者:DelipRao–BrianMcMahanISBN-10书号:1491978236ISBN-13书号:9781491978238Edition版本:1出书日期:2019-02-11pages页数:(256)$89.99NaturalLanguageProcessing(NLP)providesboundlessopportunitiesforsolvingproblemsinartificialintelligence,makingproductssuchasAmazonAlexaandGoogleTranslatepossible.Ifyou’readeveloperordatascientistnewtoNLPanddeeplearning,thispracticalguideshowsyouhowtoapplythesemethodsusingPyTorch,aPython-baseddeeplearninglibrary.AuthorsDelipRaoandBrianMcMahonprovideyouwithasolidgroundinginNLPanddeeplearningalgorithmsanddemonstratehowtousePyTorchtobuildapplicationsinvolvingrichrepresentationsoftextspecifictotheproblemsyouface.Eachchapterincludesseveralcodeexamplesandillustrations.ExplorecomputationalgraphsandthesupervisedlearningparadigmMasterthebasicsofthePyTorchoptimizedtensormanipulationlibraryGetanoverviewoftraditionalNLPconceptsandmethodsLearnthebasicideasinvolvedinbuildingneuralnetworksUseembeddingstorepresentwords,sentences,documents,andotherfeaturesExploresequencepredictionandgeneratesequence-to-sequencemodelsLearndesignpatternsforbuildingproductionNLPsystems