Hands-On Data Structures and Algorithms with Rust
$607機器學習實戰：基於 Scikit-Learn 和 TensorFlow (Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques for Building Intelligent Systems)
- Use data structures such as arrays, stacks, trees, lists and graphs with real-world examples
- Learn the functional and reactive implementations of the traditional data structures
- Explore illustrations to present data structures and algorithms, as well as their analysis, in a clear, visual manner.
Rust has come a long way and is now utilized in several contexts. Its key strengths are its software infrastructure and resource-constrained applications, including desktop applications, servers, and performance-critical applications, not forgetting its importance in systems' programming. This book will be your guide as it takes you through implementing classic data structures and algorithms in Rust, helping you to get up and running as a confident Rust programmer.
The book begins with an introduction to Rust data structures and algorithms, while also covering essential language constructs. You will learn how to store data using linked lists, arrays, stacks, and queues. You will also learn how to implement sorting and searching algorithms. You will learn how to attain high performance by implementing algorithms to string data types and implement hash structures in algorithm design. The book will examine algorithm analysis, including Brute Force algorithms, Greedy algorithms, Divide and Conquer algorithms, Dynamic Programming, and Backtracking.
By the end of the book, you will have learned how to build components that are easy to understand, debug, and use in different applications.
What you will learn
- Design and implement complex data structures in Rust
- Analyze, implement, and improve searching and sorting algorithms in Rust
- Create and use well-tested and reusable components with Rust
- Understand the basics of multithreaded programming and advanced algorithm design
- Become familiar with application profiling based on benchmarking and testing
- Explore the borrowing complexity of implementing algorithms
Who this book is for
This book is for developers seeking to use Rust solutions in a practical/professional setting; who wants to learn essential Data Structures and Algorithms in Rust. It is for developers with basic Rust language knowledge, some experience in other programming languages is required.
Table of Contents
- Hello Rust!
- Crates, Cargo, And The Ecosystem
- Storing Efficiently
- Lists, Lists, More Lists
- Robust Trees
- Exploring Maps and Sets
- Rust's std::collections
- Algorithm Evaluation
- Finding Stuff
- Ordering Things
- Random and Combinatorial
- Algorithms of std::collections