Rust Wgpu For Complex Function Visualization

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Rust wgpu for Complex Function Visualization

Jack Xu
Rust wgpu for Complex Function Visualization Book PDF

Author : Jack Xu
Publisher : UniCAD
Page : 93 pages
File Size : 44,9 Mb
Release : 101-01-01
Category : Computers
ISBN : 8210379456XXX

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Rust wgpu for Complex Function Visualization by Jack Xu Pdf

Rust wgpu for Complex Function Visualization – Learn to Create Real-Time Visualization of Complex Functions Using wgpu and Compute Shaders Embark on a journey into the future of Rust visualization with “Rust wgpu for Complex Function Visualization.” This book is your definitive guide to creating real-time, stunning visuals of complex functions using wgpu and compute shaders. Inside this eBook, you will: Explore the next-generation graphics technology through step-by-step, real-world examples that empower you to visualize complex functions like never before. Master the art of domain coloring, a process that transforms intricate mathematical data into vivid, dynamic visual representations. Gain insights into the intricacies of rendering 3D surface plots for complex functions on both the CPU and GPU, and discover how to optimize performance. Unleash the true potential of wgpu by harnessing the power of compute shaders to accelerate domain coloring computations, achieving real-time performance for even the most extensive complex plane grids. This comprehensive resource goes beyond theory, offering practical insights and sample code listings that guide you through each step of the process. As you work through the example projects, you will develop a deep understanding of complex function graphics techniques, enabling you to effortlessly create sophisticated 3D graphics for your graphics applications. Whether you are captivated by the mathematical beauty of complex functions or eager to elevate your web development skills, this book is your gateway to a world of immersive and dynamic Rust visualization. Join the revolution in graphics and start crafting stunning visuals with wgpu today!

Practical GPU Graphics with wgpu and Rust

Jack Xu
Practical GPU Graphics with wgpu and Rust Book PDF

Author : Jack Xu
Publisher : UniCAD
Page : 470 pages
File Size : 52,9 Mb
Release : 2022-01-19
Category : Computers
ISBN : 9798404949377

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Practical GPU Graphics with wgpu and Rust by Jack Xu Pdf

wgpu is the next-generation graphics API and future standard in Rust for both native devices and the web, aiming to provide modern 3D graphics and computation capabilities using GPU acceleration. This book provides all the tools you need to create advanced 3D graphics and GPU computing in Rust using this new wgpu API. First, this book will take you through the development environment for building wgpu applications in Rust, and then introduce Rust and wgpu basics, shader programs, GPU buffers, and rendering pipelines. Next, you will learn how to create primitives and simple objects in wgpu. As you progress through the chapters, you will get to grips with advanced wgpu topics, including 3D transformations, lighting calculations, colormaps, and textures. At the same time, you will learn how to create advanced 3D wgpu objects, including various 3D wireframes, 3D shapes, and simple and parametric 3D surfaces with colormaps and textures, as well as beautiful 2D and 3D fractal images described by complex functions. In addition, you will explore new wgpu features such as the compute shader and storage buffers, and use them to simulate large particle systems. By the end of this book, you will have the solid skills you need to build your own GPU-accelerated graphics and computing applications on both native devices and the web in Rust with the wgpu API. This book includes: - Development environment and tools for building wgpu apps in Rust. - Rust and wgpu basics, WGSL shaders, and rendering pipeline. - Primitives and simple shapes in wgpu. - 3D transformations, model, viewing, projection, and various coordinate systems. - GPU buffers, uniform buffer objects, animation, and camera controls. - Normal vectors, lighting model, ambient, diffuse, and specular light calculations. - UV coordinates, texture mapping. - Color model, colormaps, and color interpolation. - 3D shapes, wireframes, surfaces, and 3D charts. - 2D and 3D fractal images created in the fragment shader. - Compute shaders, storage buffers, and large particle system simulation.

Rust wgpu Marching Cubes

Jack Xu
Rust wgpu Marching Cubes Book PDF

Author : Jack Xu
Publisher : UniCAD
Page : 119 pages
File Size : 52,8 Mb
Release : 101-01-01
Category : Computers
ISBN : 8210379456XXX

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Rust wgpu Marching Cubes by Jack Xu Pdf

Rust wgpu Marching Cubes – A Practical Guide to Creating Implicit 3D Surfaces and Metaballs using wgpu and Compute Shaders Welcome to the future of Rust graphics development! Rust wgpu Marching Cubes is an immersive eBook that takes a practical approach to learning wgpu, the next-generation Rust graphics API. This comprehensive resource equips you with the tools you need to make your Rust projects visually stunning, whether you're a seasoned developer or just starting out. Inside, you'll unlock the secrets to creating implicit 3D surfaces and mesmerizing metaballs on the native devices or the web, all using the power of the new wgpu graphics API. We've simplified the learning process by breaking down wgpu concepts, ensuring that even beginners with minimal experience can grasp the fundamentals of advanced graphics development. Inside this book, you'll explore: How to use the marching cubes algorithm to create intricate 3D surfaces How to harness the power of compute shaders to enhance your 3D graphics in web applications A complete guide to implicit 3D surface and metaball generation in wgpu, with comprehensive sample code listings Hands-on learning opportunities with example programs that allow you to explore the 3D graphics techniques explained in the book Rust wgpu Marching Cubes is your gateway to unlocking the full potential of wgpu and bringing breathtaking 3D graphics to your graphics applications. Whether you aspire to create immersive game environments, interactive data visualizations, or stunning web designs, this book will set you on the path to success. Join the ranks of forward-thinking Rust developers who are embracing the future of graphics with wgpu. Get your copy today and embark on a journey that will elevate your Rust development skills to new heights. Your audience will thank you for the visually stunning experiences you'll create.

Practical WebGPU Graphics

Jack Xu
Practical WebGPU Graphics Book PDF

Author : Jack Xu
Publisher : UniCAD
Page : 445 pages
File Size : 53,5 Mb
Release : 2021-06-11
Category : Computers
ISBN : 9798725062625

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Practical WebGPU Graphics by Jack Xu Pdf

WebGPU is the next-generation graphics API and future web standard for graphics and compute, aiming to provide modern 3D graphics and computation capabilities with the GPU acceleration. This book provides all the tools you need to help you create advanced 3D graphics and GPU computing on the web with this new WebGPU API. The book starts by taking you through the WebPack-TypeScript template for building the WebGPU apps and then shows you the WebGPU basics, shader program, GPU buffer, and rendering pipeline. Next, you will learn how to create primitives and simple objects in WebGPU. As you progress through the chapters, you will get to grips with advanced WebGPU topics, including 3D transformation, lighting calculation, colormaps, and textures. At the same time, you will learn how to create advanced 3D WebGPU objects, including various 3D wireframes, 3D shapes, simple and parametric 3D surfaces with colormaps and textures, as well as 3D surface plots and fractal graphics described by complex functions. In addition, you will explore new WebGPU features, such as compute shader and storage buffer, and how to use them to simulate large particle systems. By the end of this book, you will have the skill you need to build your own GPU-accelerated graphics and computing on the web with the WebGPU API. The book includes: - Template based on WebPack and TypeScript for developing WebGPU apps. - WebGPU basics, GLSL and WGSL shaders, and rendering pipeline. - Create primitives and simple shapes in WebGPU. - 3D transformations, model, viewing, projection, and various coordinate systems. - GPU buffers, uniform buffer objects, animation, and camera controls. - Normal vectors, lighting model, ambient, diffuse, and specular light calculations. - UV coordinates, texture mapping.- Color model, colormaps, and color interpolation. - Create 3D shapes, wireframes, surfaces, and 3D charts. - Create 3D plots and fractal graphics using complex functions. - Compute shaders, storage buffers, and large particle system simulation.

Machine Learning with Rust

Keiko Nakamura
Machine Learning with Rust Book PDF

Author : Keiko Nakamura
Publisher : GitforGits
Page : 170 pages
File Size : 55,9 Mb
Release : 2024-01-31
Category : Computers
ISBN : 9788119177714

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Machine Learning with Rust by Keiko Nakamura Pdf

In this stimulating journey of Rust, you'll learn how to use the Rust programming language in conjunction with machine learning. It's not a full guide to learning machine learning with Rust. Instead, it's more of a journey that shows you what's possible when you use Rust to solve machine learning problems. Some people like Rust because it is quick and safe. This book shows how those qualities can help machine learning a lot. To begin, we will show you what Rust is and how it works. This is so that everyone, even those who are new to Rust, can follow along. Then, we look at some basic machine learning concepts, such as linear and logistic regression, and show how to use Rust's tools and libraries to make these ideas work. You will learn more complex techniques like decision trees, support vector machines, and how to work with data as we go along. It goes all the way up to neural networks and image recognition, and we show you how to use Rust for these types of tasks step by step. We use real-world examples, such as COVID data and the CIFAR-10 image set, to show how Rust works with issues that come up in the real world. This book is all about discovery and experimentation. To see what you can do with them, we use various Rust tools for machine learning. It's a fun way to see how Rust can be used in machine learning, and it will make you want to try new things and learn more on your own. This is only the beginning; there is so much more to uncover as you continue to explore machine learning with Rust. Key Learnings Exploit Rust's efficiency and safety to construct fast machine learning models. Use Rust's ndarray crate for numerical computations to manipulate complex machine learning data. Find out how Rust's extensible machine learning framework, linfa, works across algorithms. Use Rust's precision and speed to construct linear and logistic regression. See how Rust crates simplify decision trees and random forests for prediction and categorization. Learn to implement and optimize probabilistic classifiers, SVMs and closest neighbor methods in Rust. Use Rust's computing power to study neural networks and CNNs for picture recognition and processing. Apply learnt strategies to COVID and CIFAR-10 datasets to address realistic problems and obtain insights. Table of Content Rust Basics for Machine Learning Data Wrangling with Rust Linear Regression by Example Logistic Regression for Classification Decision Trees in Action Mastering Random Forests Support Vector Machines in Action Simplifying Naive Bayes and k-NN Crafting Neural Networks with Rust

Practical Numerical Methods with C#

Jack Xu
Practical Numerical Methods with C Book PDF

Author : Jack Xu
Publisher : UniCAD
Page : 470 pages
File Size : 40,8 Mb
Release : 2019
Category : Mathematics
ISBN : 9781695895577

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Practical Numerical Methods with C# by Jack Xu Pdf

The second edition of this book builds all the code example within a single project by incorporating new advancements in C# .NET technology and open-source math libraries. It also uses C# Interactive Window to test numerical computations without compiling or running the complete project code. The second edition includes three new chapters, including "Plotting", Fourier Analysis" and "Math Expression Parser". As in the first edition, this book presents an in-depth exposition of the various numerical methods used in real-world scientific and engineering computations. It emphasizes the practical aspects of C# numerical methods and mathematical functions programming, and discusses various techniques in details to enable you to implement these numerical methods in your .NET application. Ideal for scientists, engineers, and students who would like to become more adept at numerical methods, the second edition of this book covers the following content: - Overview of C# programming. - The mathematical background and fundamentals of numerical methods. - plotting the computation results using a 3D chart control. - Math libraries for complex numbers and functions, real and complex vector and matrix operations, and special functions. - Numerical methods for generating random numbers and random distribution functions. - Various numerical methods for solving linear and nonlinear equations. - Numerical differentiation and integration. - Interpolations and curve fitting. - Optimization of single-variable and multi-variable functions with a variety of techniques, including advanced simulated annealing and evolutionary algorithms. - Numerical techniques for solving ordinary differential equations. - Numerical methods for solving boundary value problems. - Eigenvalue problems. - Fourier analysis. - mathematical expression parser and evaluator. In addition, this book provides testing examples for every math function and numerical method to show you how to use these functions and methods in your own .NET applications in a manageable and step-by-step fashion. Please visit the author's website for more information about this book at https://drxudotnet.com https://drxudotnet.com and https://gincker.com.

Practical PayPal Integration in ASP.NET Core

Jack Xu
Practical PayPal Integration in ASP NET Core Book PDF

Author : Jack Xu
Publisher : UniCAD
Page : 212 pages
File Size : 47,5 Mb
Release : 2024-06-01
Category : Computers
ISBN : 9798615671036

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Practical PayPal Integration in ASP.NET Core by Jack Xu Pdf

Welcome to "Practical PayPal Integration in ASP.NET Core". This book will provide useful resources on PayPal Checkout and Subscriptions APIs and SDKs, as well as their applications in ASP.NET Core projects. I hope that this book will be useful for .NET programmers, software developers, and students of all skill levels, who are interested in integrating the PayPal REST APIs into their ASP.NET applications. You may often get confused with PayPal because there are so many frameworks and options to do the same thing. In fact, there are over 50 PayPal services, APIs, and SDKs out there – you just do not know which one is suitable for your applications. In this book, I will choose the latest PayPal products, services, APIs, and SDKs, and integrate them into your ASP.NET Core applications. Here are PayPal technologies that I plan to use: •PayPal Smart Payment Buttons – These new buttons, introduced in June 2018, provide a simplified and secure check out experience. They intelligently present the most relevant payment types to your shoppers automatically. •PayPal JavaScript SDK – This SDK integrates Smart Payment Buttons into your web site and renders them to a container DOM element. •PayPal Checkout .NET SDK – To simplify integrations, PayPal provides a .NET SDK for their Version 2 REST Payment API. Using the SDK over a direct integration allows the SDK to handle authentication on the server side for you. •PayPal Subscriptions API – I will implement a Subscriptions .NET SDK based on PayPal Version 1 Subscriptions REST API. This SDK allows you to easily integrate PayPal Subscriptions into .NET applications. In the first part of this book, I will explain how to use the PayPal Checkout .NET SDK to get start with the PayPal Version 2 Payments and Orders REST APIs. I will use various examples to demonstrate the procedures to complete a PayPal checkout transaction, including how to set up the development environment, how to integrate and render Smart Payment Buttons, how to create and manage orders, and how to capture and verify the transaction. In the second part of this book, I will switch to PayPal Subscriptions API. This API has not been ported to Version 2 yet, so we have to use Version 1 API for subscription. To make matters even worse, PayPal has never released a stable Subscriptions .NET SDK, which makes it difficult for .NET developers to integrate PayPal Subscriptions API into .NET and .NET Core applications. Therefore, I decide to implement a simple PayPal Subscriptions .NET SDK, which simply exposes various static methods that can be used to integrate PayPal Subscriptions API into .NET applications. I will use several examples to illustrate how to use this SDK to complete subscription transactions.

Practical C# Charts and Graphics (Second Edition)

Jack Xu
Practical C Charts and Graphics Second Edition Book PDF

Author : Jack Xu
Publisher : UniCAD
Page : 564 pages
File Size : 46,8 Mb
Release : 2019-08-10
Category : Electronic
ISBN : 9781088773130

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Practical C# Charts and Graphics (Second Edition) by Jack Xu Pdf

The book "Practical C# Charts and Graphics (Second Edition) - Advanced Chart and Graphics Programming for Real-World .NET Applications" provides all the tools you need to create professional C# chart and graphics applications for .NET developers. The book "Practical C# Charts and Graphics " is a perfect guide to learning all the basics for creating your advanced chart and graphics applications in C#. The book clearly explains practical chart and graphics methods and their underlying algorithms. The book contains: - Overview of GDI+ graphics capabilities and mathematical basics of computer charting and graphics - Step-by-step procedures to create a variety of 2D and 3D charts and graphics with complete ready-to-run C# code for each application. - Powerful 2D and 3D chart packages and user controls that can be directly used in your C# applications or can be easily modified to create your own sophisticated chart and graphics packages. - Detailed procedures to embed JavaScript charting library into your WIndows Forms applications. - Introductions to embed Gincker Graphics into your C# applications and demonstration how to use Gincker Graphics to create a variety charts and graphics without the need to write a single line of code.

Numerical Algorithms

Justin Solomon
Numerical Algorithms Book PDF

Author : Justin Solomon
Publisher : CRC Press
Page : 400 pages
File Size : 43,8 Mb
Release : 2015-06-24
Category : Computers
ISBN : 9781482251890

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Numerical Algorithms by Justin Solomon Pdf

Numerical Algorithms: Methods for Computer Vision, Machine Learning, and Graphics presents a new approach to numerical analysis for modern computer scientists. Using examples from a broad base of computational tasks, including data processing, computational photography, and animation, the textbook introduces numerical modeling and algorithmic desig

OpenGL ES 2 for Android

Kevin Brothaler
OpenGL ES 2 for Android Book PDF

Author : Kevin Brothaler
Publisher : Pragmatic Bookshelf
Page : 518 pages
File Size : 44,8 Mb
Release : 2013-06-26
Category : Computers
ISBN : 9781680504064

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OpenGL ES 2 for Android by Kevin Brothaler Pdf

Printed in full color. Android is booming like never before, with millions of devices shipping every day. It's never been a better time to learn how to create your own 3D games and live wallpaper for Android. You'll find out all about shaders and the OpenGL pipeline, and discover the power of OpenGL ES 2.0, which is much more feature-rich than its predecessor. If you can program in Java and you have a creative vision that you'd like to share with the world, then this is the book for you. This book will teach you everything you need to know to create compelling graphics on Android. You'll learn the basics of OpenGL by building a simple game of air hockey, and along the way, you'll see how to initialize OpenGL and program the graphics pipeline using shaders. Each lesson builds upon the one before it, as you add colors, shading, 3D projections, touch interaction, and more. Then, you'll find out how to turn your idea into a live wallpaper that can run on the home screen. You'll learn about more advanced effects involving particles, lighting models, and the depth buffer. You'll understand what to look for when debugging your program, and what to watch out for when deploying to the market. OpenGL can be somewhat of a dark art to the uninitiated. As you read this book, you'll learn each new concept from first principles. You won't just learn about a feature; you'll also understand how it works, and why it works the way it does. Everything you learn is forward-compatible with the just-released OpenGL ES 3, and you can even apply these techniques to other platforms, such as iOS or HTML5 WebGL.

Seeing Like a State

James C. Scott
Seeing Like a State Book PDF

Author : James C. Scott
Publisher : Yale University Press
Page : 462 pages
File Size : 51,7 Mb
Release : 2020-03-17
Category : Political Science
ISBN : 9780300252989

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Seeing Like a State by James C. Scott Pdf

“One of the most profound and illuminating studies of this century to have been published in recent decades.”—John Gray, New York Times Book Review Hailed as “a magisterial critique of top-down social planning” by the New York Times, this essential work analyzes disasters from Russia to Tanzania to uncover why states so often fail—sometimes catastrophically—in grand efforts to engineer their society or their environment, and uncovers the conditions common to all such planning disasters. “Beautifully written, this book calls into sharp relief the nature of the world we now inhabit.”—New Yorker “A tour de force.”— Charles Tilly, Columbia University

Practical Quantitative Finance with ASP.NET Core and Angular

Jack Xu
Practical Quantitative Finance with ASP NET Core and Angular Book PDF

Author : Jack Xu
Publisher : UniCAD
Page : 652 pages
File Size : 52,7 Mb
Release : 2019-03
Category : Business & Economics
ISBN : 9780979372568

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Practical Quantitative Finance with ASP.NET Core and Angular by Jack Xu Pdf

This book provides comprehensive details of developing ultra-modern, responsive single-page applications (SPA) for quantitative finance using ASP.NET Core and Angular. It pays special attention to create distributed web SPA applications and reusable libraries that can be directly used to solve real-world problems in quantitative finance. The book contains: Overview of ASP.NET Core and Angular, which is necessary to create SPA for quantitative finance. Step-by-step approaches to create a variety of Angular compatible real-time stock charts and technical indicators using ECharts and TA-Lib. Introduction to access market data from online data sources using .NET Web API and Angular service, including EOD, intraday, real-time stock quotes, interest rates. Detailed procedures to price equity options and fixed-income instruments using QuantLib, including European/American/Barrier/Bermudan options, bonds, CDS, as well as related topics such as cash flows, term structures, yield curves, discount factors, and zero-coupon bonds. Detailed explanation to linear analysis and machine learning in finance, which covers linear regression, PCA, KNN, SVM, and neural networks. In-depth descriptions of trading strategy development and back-testing for crossover and z-score based trading signals.

Practical C# and WPF For Financial Markets

Jack Xu
Practical C and WPF For Financial Markets Book PDF

Author : Jack Xu
Publisher : UniCAD
Page : 618 pages
File Size : 50,7 Mb
Release : 2016-12-05
Category : Business & Economics
ISBN : 9780979372551

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Practical C# and WPF For Financial Markets by Jack Xu Pdf

Practical C# and WPF for Financial Markets provides a complete explanation of .NET programming in quantitative finance. It demonstrates how to implement quant models and back-test trading strategies. It pays special attention to creating business applications and reusable C# libraries that can be directly used to solve real-world problems in quantitative finance. The book contains: • Overview of C#, WPF programming, data binding, and MVVM pattern, which is necessary to create MVVM compatible .NET financial applications. • Step-by-step approaches to create a variety of MVVM compatible 2D/3D charts, stock charts, and technical indicators using my own chart package and Microsoft chart control. • Introduction to free market data retrieval from online data sources using .NET interfaces. These data include EOD, real-time intraday, interest rate, foreign exchange rate, and option chain data. • Detailed procedures to price equity options and fixed-income instruments, including European/American/Barrier options, bonds, and CDS, as well as discussions on related topics such as cash flows, term structures, yield curves, discount factors, and zero-coupon bonds. • Introduction to linear analysis, time series analysis, and machine learning in finance, which covers linear regression, PCA, SVM, and neural networks. • In-depth descriptions of trading strategy development and back-testing, including strategies for single stock trading, stock pairs trading, and trading for multi-asset portfolios.

Physically Based Rendering

Matt Pharr,Greg Humphreys
Physically Based Rendering Book PDF

Author : Matt Pharr,Greg Humphreys
Publisher : Morgan Kaufmann
Page : 1201 pages
File Size : 45,7 Mb
Release : 2010-06-28
Category : Computers
ISBN : 9780123750792

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Physically Based Rendering by Matt Pharr,Greg Humphreys Pdf

This updated edition describes both the mathematical theory behind a modern photorealistic rendering system as well as its practical implementation. Through the ideas and software in this book, designers will learn to design and employ a full-featured rendering system for creating stunning imagery. Includes a companion site complete with source code for the rendering system described in the book, with support for Windows, OS X, and Linux.

Rust for Rustaceans

Jon Gjengset
Rust for Rustaceans Book PDF

Author : Jon Gjengset
Publisher : No Starch Press
Page : 282 pages
File Size : 49,9 Mb
Release : 2021-12-21
Category : Computers
ISBN : 9781718501867

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Rust for Rustaceans by Jon Gjengset Pdf

Master professional-level coding in Rust. For developers who’ve mastered the basics, this book is the next step on your way to professional-level programming in Rust. It covers everything you need to build and maintain larger code bases, write powerful and flexible applications and libraries, and confidently expand the scope and complexity of your projects. Author Jon Gjengset takes you deep into the Rust programming language, dissecting core topics like ownership, traits, concurrency, and unsafe code. You’ll explore key concepts like type layout and trait coherence, delve into the inner workings of concurrent programming and asynchrony with async/await, and take a tour of the world of no_std programming. Gjengset also provides expert guidance on API design, testing strategies, and error handling, and will help develop your understanding of foreign function interfaces, object safety, procedural macros, and much more. You'll Learn: How to design reliable, idiomatic, and ergonomic Rust programs based on best principles Effective use of declarative and procedural macros, and the difference between them How asynchrony works in Rust – all the way from the Pin and Waker types used in manual implementations of Futures, to how async/await saves you from thinking about most of those words What it means for code to be unsafe, and best practices for writing and interacting with unsafe functions and traits How to organize and configure more complex Rust projects so that they integrate nicely with the rest of the ecosystem How to write Rust code that can interoperate with non-Rust libraries and systems, or run in constrained and embedded environments Brimming with practical, pragmatic insights that you can immediately apply, Rust for Rustaceans helps you do more with Rust, while also teaching you its underlying mechanisms.