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Deep Learning with PyTorch Lightning
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Deep Learning with PyTorch Lightning
by Kunal Sawarkar
Deep Learning with PyTorch Lightning
Deep Learning with PyTorch Lightning
Contributors
About the authors
Acknowledgements
About the reviewers
Preface
Section 1: Kickstarting with PyTorch Lightning
Chapter 1: PyTorch Lightning Adventure
Chapter 2: Getting off the Ground with the First Deep Learning Model
Chapter 3: Transfer Learning Using Pre-Trained Models
Chapter 4: Ready-to-Cook Models from Lightning Flash
Section 2: Solving using PyTorch Lightning
Chapter 5: Time Series Models
Chapter 6: Deep Generative Models
Chapter 7: Semi-Supervised Learning
Chapter 8: Self-Supervised Learning
Section 3: Advanced Topics
Chapter 9: Deploying and Scoring Models
Chapter 10: Scaling and Managing Training
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