Build CNNs, RNNs, GANs, reinforcement learning, and more, quickly and easily
Sherin Thomas, Sudhanshu Passi
Updated on Sep, 2020
Programming, Data Science, Deep Learning
Formats : PDF, EPUB, MOBI (Downlodable)
ISBN : 9781788833431
Hands-on projects cover all the key deep learning methods built step-by-step in PyTorch
PyTorch Deep Learning Hands-On is a book for engineers who want a fast-paced guide to doing deep learning work with Pytorch. It is not an academic textbook and does not try to teach deep learning principles. The book will help you most if you want to get your hands dirty and put PyTorch to work quickly.
PyTorch Deep Learning Hands-On shows how to implement the major deep learning architectures in PyTorch. It covers neural networks, computer vision, CNNs, natural language processing (RNN), GANs, and reinforcement learning. You will also build deep learning workflows with the PyTorch framework, migrate models built in Python to highly efficient TorchScript, and deploy to production using the most sophisticated available tools.
Each chapter focuses on a different area of deep learning. Chapters start with a refresher on how the model works, before sharing the code you need to implement them in PyTorch.
This book is ideal if you want to rapidly add PyTorch to your deep learning toolset.
Use PyTorch to build:
Machine learning engineers who want to put PyTorch to work.
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