Deep learning with PyTorch - A practical approach to building neural network models using PyTorch PDF

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Deep learning powers the most intelligent systems in the world, such as Google Voice, Siri, and Alexa. Advancements in powerful hardware, such as CPUs, software frameworks such as PyTorch, Keras, TensorFlow, and CNTK along with the availability of big data have made it easier to implement solutions to problems in the areas of text, vision, and advanced analytics. This book will get you up and running with one of the most cutting-edge deep learning libraries—PyTorch. PyTorch is grabbing the attention of deep learning researchers and data science professionals due to its accessibility, efficiency, and being more native to Python way of development. You'll start off by installing PyTorch, then quickly move on to learn various fundamental blocks that power modern deep learning. You will also learn how to use CNN, RNN, LSTM, and other networks to solve real-world problems. This book explains the concepts of various state-of-the-art deep learning architectures, such as ResNet, DenseNet, Inception, and Seg2Seq, without diving deep into the math behind them. You will also learn about GPU computing during the course of the book. You will see how to train a model with PyTorch and dive into complex neural networks such as generative networks for producing text and images. By the end of the book, you'll be able to implement deep learning applications in PyTorch with ease.

AUTEUR Vishnu Subramanian
DATE DE PUBLICATION 2018-Jan-01
TAILLE DU FICHIER 3,32 MB
NOM DE FICHIER Deep learning with PyTorch - A practical approach to building neural network models using PyTorch.pdf

Deep Learning with PyTorch: A practical approach to ...

Deep Learning with PyTorch A practical approach to building neural network models using PyTorch. By Vishnu Subramanian. Publisher: Packt Publishing. Release Date: February 2018. Pages: 262. Read on O'Reilly Online Learning with a 10-day trial Start your free trial now Buy on Amazon

Amazon.fr - Deep Learning with PyTorch: A practical ...

This video tutorial has been taken from Deep Learning with PyTorch. You can learn more and buy the full video course here [http://bit.ly/2Gmtnpz] Find us on ...

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