PyTorch Deep Learning Hands-On
PyTorchDeepLearningHands-Onisabookforengineerswhowantafast-pacedguidetodoingdeeplearningworkwithPytorch.Itisnotanacademictextbookanddoesnottrytoteachdeeplearningprinciples.ThebookwillhelpyoumostifyouwanttogetyourhandsdirtyandputPyTorchtoworkquickly.PyTorchDeepLearningHands-OnshowshowtoimplementthemajordeeplearningarchitecturesinPyTorch.Itcoversneuralnetworks,computervision,CNNs,naturallanguageprocessing(RNN),GANs,andreinforcementlearning.YouwillalsobuilddeeplearningworkflowswiththePyTorchframework,migratemodelsbuiltinPythontohighlyefficientTorchScript,anddeploytoproductionusingthemostsophisticatedavailabletools.Eachchapterfocusesonadifferentareaofdeeplearning.Chaptersstartwitharefresheronhowthemodelworks,beforesharingthecodeyouneedtoimplementtheminPyTorch.ThisbookisidealifyouwanttorapidlyaddPyTorchtoyourdeeplearningtoolset.
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