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Rust Programming Cookbook

You're reading from   Rust Programming Cookbook Explore the latest features of Rust 2018 for building fast and secure apps

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Product type Paperback
Published in Oct 2019
Publisher Packt
ISBN-13 9781789530667
Length 444 pages
Edition 1st Edition
Languages
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Author (1):
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Claus Matzinger Claus Matzinger
Author Profile Icon Claus Matzinger
Claus Matzinger
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Toc

Table of Contents (12) Chapters Close

Preface 1. Starting Off with Rust 2. Going Further with Advanced Rust FREE CHAPTER 3. Managing Projects with Cargo 4. Fearless Concurrency 5. Handling Errors and Other Results 6. Expressing Yourself with Macros 7. Integrating Rust with Other Languages 8. Safe Programming for the Web 9. Systems Programming Made Easy 10. Getting Practical with Rust 11. Other Books You May Enjoy

Running machine learning models

Machine learning and especially deep learning has been a rising topic ever since AlexNet's triumph in 2012 (https://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks.pdf), with the language of choice being mostly Python for its easy-to-use syntax and flexibility. However, the underlying frameworks (TensorFlow, PyTorch, and more) are commonly built using C++, not only for performance reasons but also because accessing hardware (such as a GPU) is a lot easier. Rust has—so far—not been the language of choice to implement lower-level frameworks. Even outside the area of deep learning, Rust lacks library support in several areas including data preparation, classical machine learning, and optimization (progress is tracked here: http://www.arewelearningyet.com/)—so, why bother using Rust...

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