Deep learning quick reference: useful hacks for training and optimizing deep neural networks with TensorFlow and Keras

This book is a practical guide to applying deep neural networks including MLPs, CNNs, LSTMs, and more in Keras and TensorFlow. Packed with useful hacks to solve real-world challenges along with the supported math and theory around each topic, this book will be a quick reference for training and opti...

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Detalles Bibliográficos
Autor principal: Bernico, Michael
Lenguaje:eng
Publicado: Packt Publishing 2018
Materias:
Computing and Computers
Acceso en línea:http://cds.cern.ch/record/2317920
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author Bernico, Michael
author_facet Bernico, Michael
author_sort Bernico, Michael
collection CERN
description This book is a practical guide to applying deep neural networks including MLPs, CNNs, LSTMs, and more in Keras and TensorFlow. Packed with useful hacks to solve real-world challenges along with the supported math and theory around each topic, this book will be a quick reference for training and optimize your deep neural networks.
id cern-2317920
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2018
publisher Packt Publishing
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spelling cern-23179202021-04-21T18:49:35Zhttp://cds.cern.ch/record/2317920engBernico, MichaelDeep learning quick reference: useful hacks for training and optimizing deep neural networks with TensorFlow and KerasComputing and ComputersThis book is a practical guide to applying deep neural networks including MLPs, CNNs, LSTMs, and more in Keras and TensorFlow. Packed with useful hacks to solve real-world challenges along with the supported math and theory around each topic, this book will be a quick reference for training and optimize your deep neural networks.Packt Publishingoai:cds.cern.ch:23179202018
spellingShingle Computing and Computers
Bernico, Michael
Deep learning quick reference: useful hacks for training and optimizing deep neural networks with TensorFlow and Keras
title Deep learning quick reference: useful hacks for training and optimizing deep neural networks with TensorFlow and Keras
title_full Deep learning quick reference: useful hacks for training and optimizing deep neural networks with TensorFlow and Keras
title_fullStr Deep learning quick reference: useful hacks for training and optimizing deep neural networks with TensorFlow and Keras
title_full_unstemmed Deep learning quick reference: useful hacks for training and optimizing deep neural networks with TensorFlow and Keras
title_short Deep learning quick reference: useful hacks for training and optimizing deep neural networks with TensorFlow and Keras
title_sort deep learning quick reference: useful hacks for training and optimizing deep neural networks with tensorflow and keras
topic Computing and Computers
url http://cds.cern.ch/record/2317920
work_keys_str_mv AT bernicomichael deeplearningquickreferenceusefulhacksfortrainingandoptimizingdeepneuralnetworkswithtensorflowandkeras

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