February 2020
Intermediate to advanced
560 pages
22h 18m
English
Content preview from Deep Learning with JavaScriptBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Acknowledgments
This book owes Deep Learning with Python by François Chollet for its overall structure. Despite the fact that the code was rewritten in a different language and much new content was added for the JavaScript ecosystem and to reflect new developments in the field, neither this book nor the entire high-level API of TensorFlow.js would have been a reality without pioneer work on Keras led by François.
Our journey to the completion of this book and all the related code was made pleasant and fulfilling thanks to the incredible support from our colleagues on Google’s TensorFlow.js Team. The seminal and foundational work by Daniel Smilkov and Nikhil Thorat on the low-level WebGL kernels and backpropagation forms a rock-solid foundation ...
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