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PyTorch Deep Learning Hands-On :Build CNNs, RNNs, GANs, Reinforcement Learning, and more, quickly and easily / Sherin Thomas with Sudhanshu Passi.

By: Contributor(s): Material type: TextTextSeries: Expert insightPublisher: Birmingham : Packt Publishing, Limited, [2019]Copyright date: ©2019Description: 232 pages : illustrations ; 24 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9781788834131
Subject(s): DDC classification:
  • 005.133
Summary: Implement every major architecture of deep learning in PyTorch. Starting with simple neural networks, it covers PyTorch for computer vision (CNN), natural language (RNN), GANs, and reinforcement learning. It covers deep learning workflows, migrating models to TorchScript, and deploying to efficient production environments.
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Holdings
Item type Current library Collection Call number Copy number Status Date due Barcode
Text Books Text Books UPM Female Campus Library FR Computer and Cyber Sciences 005.133 TSP (Browse shelf(Opens below)) C.1 Available UPM0000005470
Text Books Text Books UPM Female Campus Library FR Computer and Cyber Sciences 005.133 TSP (Browse shelf(Opens below)) C.2 Available UPM0000005471
Text Books Text Books UPM Male Campus Library FR Computer and Cyber Sciences 005.133 TSP (Browse shelf(Opens below)) C.3 Available UPM0000005472
Text Books Text Books UPM Male Campus Library FR Computer and Cyber Sciences 005.133 TSP (Browse shelf(Opens below)) C.4 Available UPM0000005468
Text Books Text Books UPM Male Campus Library FR Computer and Cyber Sciences 005.133 TSP (Browse shelf(Opens below)) C.5 Available UPM0000005469

Implement every major architecture of deep learning in PyTorch. Starting with simple neural networks, it covers PyTorch for computer vision (CNN), natural language (RNN), GANs, and reinforcement learning. It covers deep learning workflows, migrating models to TorchScript, and deploying to efficient production environments.

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