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and ZKP Framework","Blogs","Performance Benchmark","GUI","Search Engine","GPU Programming","FFI Bindings","Image and Video Processing","Web Framework","General Operating System","Date and Time","Live Media Server","Remote Desktop","Machine Learning","Database","Hardware Description Language","Scientific Computation","Embedded Development","Network Service","Parallel and Async Library","File Processing","Data Structure and Algorithm","WebAssembly","Sensor and Communication Protocol","Game Field","Web Crawler","Data Encryption","Graphics Library","RPC Framework","Design Pattern","Static Variables","Logic Programming","Memory Allocator","Robot Operating System","Shared Memory","Path Planning","Motion Control","Signal Processing","Localization and Mapping","Finite State Machine","Jobs and Interview"],"sub_categories":[],"readme":"# Awesome-Rust-List\r\n[![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)\r\n\r\nThis repository lists some awesome public Rust projects, Videos, Blogs and Jobs.\r\n\r\n## Contents\r\n- [Awesome-Rust-List](#awesome-rust-list)\r\n  - [Contents](#contents)\r\n  - [Summary](#summary)\r\n    - [Official Rust](#official-rust)\r\n    - [Awesome List](#awesome-list)\r\n    - [Learning Resources](#learning-resources)\r\n  - [Performance Benchmark](#performance-benchmark)\r\n  - [Data Structure and Algorithm](#data-structure-and-algorithm)\r\n  - [Parallel and Async Library](#parallel-and-async-library)\r\n  - [FFI Bindings](#ffi-bindings)\r\n  - [GPU Programming](#gpu-programming)\r\n  - [Web3 and ZKP Framework](#web3-and-zkp-framework)\r\n  - [Scientific Computation](#scientific-computation)\r\n    - [Numerical Calculation](#numerical-calculation)\r\n    - [Linear Algebra](#linear-algebra)\r\n    - [Lie Groups](#lie-groups)\r\n    - [Optimization Framework](#optimization-framework)\r\n    - [Evolutionary Computation](#evolutionary-computation)\r\n    - [Finite Element Analysis](#finite-element-analysis)\r\n    - [Data Analysis and Visualization](#data-analysis-and-visualization)\r\n  - [Machine Learning](#machine-learning)\r\n    - [Machine Learning Framework](#machine-learning-framework)\r\n    - [Large Language Model](#large-language-model)\r\n    - [AI Generated Content](#ai-generated-content)\r\n    - [Object Detection](#object-detection)\r\n  - [Design Pattern](#design-pattern)\r\n  - [Static Variables](#static-variables)\r\n  - [Memory Allocator](#memory-allocator)\r\n  - [Embedded Development](#embedded-development)\r\n  - [General Operating System](#general-operating-system)\r\n  - [Robot Operating System](#robot-operating-system)\r\n  - [Hardware Description Language](#hardware-description-language)\r\n  - [Logic Programming](#logic-programming)\r\n  - [Shared Memory](#shared-memory)\r\n  - [Remote Desktop](#remote-desktop)\r\n  - [Date and Time](#date-and-time)\r\n  - [Data Encryption](#data-encryption)\r\n  - [Database](#database)\r\n  - [Sensor and Communication Protocol](#sensor-and-communication-protocol)\r\n  - [Signal Processing](#signal-processing)\r\n  - [File Processing](#file-processing)\r\n  - [Image and Video Processing](#image-and-video-processing)\r\n  - [Live Media Server](#live-media-server)\r\n  - [Localization and Mapping](#localization-and-mapping)\r\n  - [Path Planning](#path-planning)\r\n  - [Motion Control](#motion-control)\r\n  - [Finite State Machine](#finite-state-machine)\r\n  - [Game Field](#game-field)\r\n  - [Search Engine](#search-engine)\r\n  - [Network Service](#network-service)\r\n  - [Web Crawler](#web-crawler)\r\n  - [RPC Framework](#rpc-framework)\r\n  - [Web Framework](#web-framework)\r\n  - [WebAssembly](#webassembly)\r\n  - [Graphics Library](#graphics-library)\r\n  - [GUI](#gui)\r\n    - [GUI Framework](#gui-framework)\r\n    - [GUI Software](#gui-framework)\r\n        - [Dioxus-Related](#dioxus-related)\r\n        - [Slint-Related](#slint-related)\r\n        - [Tauri-Related](#tauri-related)\r\n        - [Makepad-Related](#makepad-related)\r\n  - [Blogs](#blogs)\r\n  - [Jobs and Interview](#jobs-and-interview)\r\n\r\n\r\n## Summary\r\n\r\n  - ### Official Rust\r\n\r\n    - [Rust](https://github.com/rust-lang/rust) \u003cimg src=\"https://img.shields.io/github/stars/rust-lang/rust?style=social\"/\u003e : The Rust Programming Language. Empowering everyone to build reliable and efficient software. [www.rust-lang.org](www.rust-lang.org). [Rust Foundation](https://foundation.rust-lang.org/).\r\n\r\n    - [Rust std](https://doc.rust-lang.org/std/index.html) : The Rust Standard Library.\r\n\r\n    - [Docs.rs](https://docs.rs/) : Docs.rs documentation.\r\n\r\n    - [crates.io](https://crates.io/) : The Rust community’s crate registry.\r\n\r\n    - [Lib.rs](https://lib.rs/) : Fast, lightweight, opinionated, unofficial alternative to crates.io.\r\n\r\n    - [Cheats.rs](https://github.com/ralfbiedert/cheats.rs/) \u003cimg src=\"https://img.shields.io/github/stars/ralfbiedert/cheats.rs?style=social\"/\u003e : Rust Language Cheat Sheet. [cheats.rs](https://cheats.rs/)\r\n\r\n    - [Explaine.rs](https://jrvidal.github.io/explaine.rs/) : The explaine.rs\r\n\r\n    - [Rust Playground](https://play.rust-lang.org/) : The Rust Playground. [rust-lang/rust-playground](https://github.com/rust-lang/rust-playground) \u003cimg src=\"https://img.shields.io/github/stars/rust-lang/rust-playground?style=social\"/\u003e.\r\n\r\n\r\n\r\n  - ### Awesome List\r\n\r\n    - [rust-unofficial/awesome-rust](https://github.com/rust-unofficial/awesome-rust) \u003cimg src=\"https://img.shields.io/github/stars/rust-unofficial/awesome-rust?style=social\"/\u003e : A curated list of Rust code and resources.\r\n\r\n    - [rust-embedded/awesome-embedded-rust](https://github.com/rust-embedded/awesome-embedded-rust) \u003cimg src=\"https://img.shields.io/github/stars/rust-embedded/awesome-embedded-rust?style=social\"/\u003e : Curated list of resources for Embedded and Low-level development in the Rust programming language.\r\n\r\n    - [TaKO8Ki/awesome-alternatives-in-rust](https://github.com/TaKO8Ki/awesome-alternatives-in-rust) \u003cimg src=\"https://img.shields.io/github/stars/TaKO8Ki/awesome-alternatives-in-rust?style=social\"/\u003e : A curated list of replacements for existing software written in Rust.\r\n\r\n    - [rust-in-blockchain/awesome-blockchain-rust](https://github.com/rust-in-blockchain/awesome-blockchain-rust) \u003cimg src=\"https://img.shields.io/github/stars/rust-in-blockchain/awesome-blockchain-rust?style=social\"/\u003e : Collect libraries and packages about blockchain/cryptography in Rust.\r\n\r\n    - [jetli/awesome-yew](https://github.com/jetli/awesome-yew) \u003cimg src=\"https://img.shields.io/github/stars/jetli/awesome-yew?style=social\"/\u003e : 😎 A curated list of awesome things related to Yew / WebAssembly.\r\n\r\n    - [vaaaaanquish/Awesome-Rust-MachineLearning](https://github.com/vaaaaanquish/Awesome-Rust-MachineLearning) \u003cimg src=\"https://img.shields.io/github/stars/vaaaaanquish/Awesome-Rust-MachineLearning?style=social\"/\u003e : This repository is a list of machine learning libraries written in Rust. It's a compilation of GitHub repositories, blogs, books, movies, discussions, papers, etc. 🦀\r\n\r\n    - [awesome-rust-com/awesome-rust](https://github.com/awesome-rust-com/awesome-rust) \u003cimg src=\"https://img.shields.io/github/stars/awesome-rust-com/awesome-rust?style=social\"/\u003e :A curated list of awesome Rust frameworks, libraries and software. [awesome-rust](https://awesome-rust.com/)\r\n\r\n    - [rust-cc/awesome-cryptography-rust](https://github.com/rust-cc/awesome-cryptography-rust) \u003cimg src=\"https://img.shields.io/github/stars/rust-cc/awesome-cryptography-rust?style=social\"/\u003e : Collect libraries and packages about cryptography in Rust.\r\n\r\n    - [ddotta/awesome-polars](https://github.com/ddotta/awesome-polars) \u003cimg src=\"https://img.shields.io/github/stars/ddotta/awesome-polars?style=social\"/\u003e : A curated list of [Polars](https://www.pola.rs/) talks, tools, examples \u0026 articles. Contributions welcome !\r\n\r\n    - [ex0dus-0x/awesome-rust-security](https://github.com/ex0dus-0x/awesome-rust-security) \u003cimg src=\"https://img.shields.io/github/stars/ex0dus-0x/awesome-rust-security?style=social\"/\u003e : Curated list of awesome projects and resources related to Rust and computer security.\r\n\r\n    - [robotics-rs/robotics.rs](https://github.com/robotics-rs/robotics.rs) \u003cimg src=\"https://img.shields.io/github/stars/robotics-rs/robotics.rs?style=social\"/\u003e : List of (awesome) Rust libraries for Robotics. Web site of robotics.rs. See index.md. [robotics.rs](https://robotics.rs/)\r\n\r\n    - [jgsimard/RustRobotics](https://github.com/jgsimard/RustRobotics) \u003cimg src=\"https://img.shields.io/github/stars/jgsimard/RustRobotics?style=social\"/\u003e : This package is a rust implementation of robotics algorithms. So far, the main source is the book [Probabilistic Robotics](https://mitpress.mit.edu/9780262201629/probabilistic-robotics/).\r\n\r\n    - [rsasaki0109/RustRobotics](https://github.com/rsasaki0109/RustRobotics) \u003cimg src=\"https://img.shields.io/github/stars/rsasaki0109/RustRobotics?style=social\"/\u003e : Rust implementation of PythonRobotics such as EKF, DWA, Pure Pursuit, LQR.\r\n\r\n\r\n\r\n\r\n\r\n  - ### Learning Resources\r\n\r\n    - [Rust std](https://doc.rust-lang.org/std/index.html) : The Rust Standard Library.\r\n\r\n    - [Docs.rs](https://docs.rs/) : Docs.rs documentation.\r\n\r\n    - [Cheats.rs](https://github.com/ralfbiedert/cheats.rs/) \u003cimg src=\"https://img.shields.io/github/stars/ralfbiedert/cheats.rs?style=social\"/\u003e : Rust Language Cheat Sheet. [cheats.rs](https://cheats.rs/)\r\n\r\n    - [kingfree/cheats.rs](https://github.com/kingfree/cheats.rs/) \u003cimg src=\"https://img.shields.io/github/stars/kingfree/cheats.rs?style=social\"/\u003e : Rust 语言备忘清单 (简体中文). [Rust 语言备忘清单](https://cheats.rs.kingfree.moe/)\r\n\r\n    - [Explaine.rs](https://jrvidal.github.io/explaine.rs/) : The explaine.rs\r\n\r\n    - [rust-lang/book](https://github.com/rust-lang/book) \u003cimg src=\"https://img.shields.io/github/stars/rust-lang/book?style=social\"/\u003e : The Rust Programming Language. [doc.rust-lang.org/book/](https://doc.rust-lang.org/book/)\r\n\r\n    - [rust-lang/rust-by-example](https://github.com/rust-lang/rust-by-example) \u003cimg src=\"https://img.shields.io/github/stars/rust-lang/rust-by-example?style=social\"/\u003e : Learn Rust with examples (Live code editor included). [doc.rust-lang.org/stable/rust-by-example/](https://doc.rust-lang.org/stable/rust-by-example/)\r\n\r\n    - [rust-lang/rustlings](https://github.com/rust-lang/rustlings) \u003cimg src=\"https://img.shields.io/github/stars/rust-lang/rustlings?style=social\"/\u003e : rustlings 🦀❤️. 🦀 Small exercises to get you used to reading and writing Rust code!\r\n\r\n    - [google/comprehensive-rust](https://github.com/google/comprehensive-rust) \u003cimg src=\"https://img.shields.io/github/stars/google/comprehensive-rust?style=social\"/\u003e : This is the Rust course used by the Android team at Google. It provides you the material to quickly teach Rust. [google.github.io/comprehensive-rust/](https://google.github.io/comprehensive-rust/). [欢迎来到 Comprehensive Rust 🦀](https://google.github.io/comprehensive-rust/zh-CN/index.html)\r\n\r\n    - [ehsanmok/create-your-own-lang-with-rust](https://github.com/ehsanmok/create-your-own-lang-with-rust) \u003cimg src=\"https://img.shields.io/github/stars/ehsanmok/create-your-own-lang-with-rust?style=social\"/\u003e : Create your own programming language with Rust. [createlang.rs](https://createlang.rs/).\r\n\r\n    - [sunface/rust-course](https://github.com/sunface/rust-course) \u003cimg src=\"https://img.shields.io/github/stars/sunface/rust-course?style=social\"/\u003e : Rust语言圣经(Rust Course)。“连续六年成为全世界最受喜爱的语言，无 GC 也无需手动内存管理、极高的性能和安全性、过程/OO/函数式编程、优秀的包管理、JS 未来基石\" — 工作之余的第二语言来试试 Rust 吧。\u003c\u003cRust语言圣经\u003e\u003e拥有全面且深入的讲解、生动贴切的示例、德芙般丝滑的内容，甚至还有JS程序员关注的 WASM 和 Deno 等专题。这可能是目前最用心的 Rust 中文学习教程 / Book。[course.rs](https://course.rs/about-book.html)\r\n\r\n    - [sunface/rust-by-practice](https://github.com/sunface/rust-by-practice) \u003cimg src=\"https://img.shields.io/github/stars/sunface/rust-by-practice?style=social\"/\u003e : Learning Rust By Practice, narrowing the gap between beginner and skilled-dev through challenging examples, exercises and projects. [Rust By Practice(Rust语言实战)](https://zh.practice.rs/why-exercise.html)\r\n\r\n    - [sunface/new-rusty-book](https://github.com/sunface/new-rusty-book) \u003cimg src=\"https://img.shields.io/github/stars/sunface/new-rusty-book?style=social\"/\u003e : A curated list of recipes and repos that can be used to build your rusty projects. Rusty Book = Cookbook + Awesome Rust！[rusty.course.rs](https://rusty.course.rs/)\r\n\r\n    - [smallnest/concurrency-programming-via-rust](https://github.com/smallnest/concurrency-programming-via-rust) \u003cimg src=\"https://img.shields.io/github/stars/smallnest/concurrency-programming-via-rust?style=social\"/\u003e : concurrency programming via rust. 深入理解Rust并发编程。\r\n\r\n    - [mainmatter/100-exercises-to-learn-rust](https://github.com/mainmatter/100-exercises-to-learn-rust) \u003cimg src=\"https://img.shields.io/github/stars/mainmatter/100-exercises-to-learn-rust?style=social\"/\u003e : A self-paced course to learn Rust, one exercise at a time. [100 Exercises To Learn Rust](https://rust-exercises.com/)\r\n\r\n    - [WTFAcademy/WTF-Rust](https://github.com/WTFAcademy/WTF-Rust) \u003cimg src=\"https://img.shields.io/github/stars/WTFAcademy/WTF-Rust?style=social\"/\u003e : Rust 教程：零知识证明系列教程。\r\n\r\n    - [RustyCab/LearnRustEasy](https://github.com/RustyCab/LearnRustEasy) \u003cimg src=\"https://img.shields.io/github/stars/RustyCab/LearnRustEasy?style=social\"/\u003e : 本书的定位是做一本方便入门的Rust书籍，所以本书主要讲解Rust的基础知识，对于一些高阶的知识本书中尽量少提及或者不提及，希望本书能让您的Rust入门之路不再崎岖！本书在线阅读地址[LearnRustEasy](https://rustycab.github.io/LearnRustEasy/).\r\n\r\n    - [tyrchen/geektime-rust](https://github.com/tyrchen/geektime-rust) \u003cimg src=\"https://img.shields.io/github/stars/tyrchen/geektime-rust?style=social\"/\u003e : geektime-rust：我的极客时间 Rust 课程的代码仓库，随课程更新。\r\n\r\n    - [the-web3/chaineye-rust](https://github.com/the-web3/chaineye-rust) \u003cimg src=\"https://img.shields.io/github/stars/the-web3/chaineye-rust?style=social\"/\u003e : Rust 中文教程。本教程由链眼社区出品。\r\n\r\n    - [reganzm/hug_rust](https://github.com/reganzm/hug_rust) \u003cimg src=\"https://img.shields.io/github/stars/reganzm/hug_rust?style=social\"/\u003e : 拥抱rust。\r\n\r\n    - [pretzelhammer/rust-blog](https://github.com/pretzelhammer/rust-blog) \u003cimg src=\"https://img.shields.io/github/stars/pretzelhammer/rust-blog?style=social\"/\u003e : pretzelhammer's Rust blog 🦀. Educational blog posts for Rust beginners.\r\n\r\n    - [ctjhoa/rust-learning](https://github.com/ctjhoa/rust-learning) \u003cimg src=\"https://img.shields.io/github/stars/ctjhoa/rust-learning?style=social\"/\u003e : A bunch of links to blog posts, articles, videos, etc for learning Rust.\r\n\r\n    - [lborb/book](https://github.com/lborb/book) \u003cimg src=\"https://img.shields.io/github/stars/lborb/book?style=social\"/\u003e : The Little Book of Rust Books. [lborb.github.io/book/](https://lborb.github.io/book/)\r\n\r\n    - [instrumentisto/rust-incubator](https://github.com/instrumentisto/rust-incubator) \u003cimg src=\"https://img.shields.io/github/stars/instrumentisto/rust-incubator?style=social\"/\u003e :  Learning Rust step-by-step. This project represents a hard-way step-by-step Rust learning course from language basics to a capability of web backend development.\r\n\r\n    - [1595901624/StudyRust](https://github.com/1595901624/StudyRust) \u003cimg src=\"https://img.shields.io/github/stars/1595901624/StudyRust?style=social\"/\u003e :  公众号：《Rust学习日记》Rust 学习日记 源码 ，让你的Rust从0基础小白到大牛。\r\n\r\n    - [MacroKata](https://tfpk.github.io/macrokata/) : Welcome to MacroKata, a set of exercises which you can use to learn how to write macros in Rust.\r\n\r\n    - [veykril/tlborm](https://github.com/veykril/tlborm/) \u003cimg src=\"https://img.shields.io/github/stars/veykril/tlborm?style=social\"/\u003e : The Little Book of Rust Macros (updated fork). [veykril.github.io/tlborm/](https://veykril.github.io/tlborm/). [The Little Book of Rust Macros （Rust 宏小册）](https://zjp-cn.github.io/tlborm/)\r\n\r\n    - [dtolnay/proc-macro-workshop](https://github.com/dtolnay/proc-macro-workshop) \u003cimg src=\"https://img.shields.io/github/stars/dtolnay/proc-macro-workshop?style=social\"/\u003e : Rust Latam: procedural macros workshop. This repo contains a selection of projects designed to learn to write Rust procedural macros — Rust code that generates Rust code.\r\n\r\n    - [dtolnay/proc-macro2](https://github.com/dtolnay/proc-macro2) \u003cimg src=\"https://img.shields.io/github/stars/dtolnay/proc-macro2?style=social\"/\u003e : A wrapper around the procedural macro API of the compiler's proc_macro crate.\r\n\r\n    - [nrc/proc-macro-rules](https://github.com/nrc/proc-macro-rules) \u003cimg src=\"https://img.shields.io/github/stars/nrc/proc-macro-rules?style=social\"/\u003e : Macro-rules-style syntax matching for procedural macros.\r\n\r\n    - [rustomax/rust-iterators](https://github.com/rustomax/rust-iterators) \u003cimg src=\"https://img.shields.io/github/stars/rustomax/rust-iterators?style=social\"/\u003e : Basic Rust iterator usage. The goal of this tutorial is to provide a handy reference to some of the common iterator patterns.\r\n\r\n    - [Rust文档网](https://rustwiki.org/) : Rust 官方文档中文教程。\r\n\r\n    - [Rust程序设计语言](https://kaisery.github.io/trpl-zh-cn/) : Rust 程序设计语言 简体中文版。\r\n\r\n    - [rust-boom/rust-boom](https://github.com/rust-boom/rust-boom) \u003cimg src=\"https://img.shields.io/github/stars/rust-boom/rust-boom?style=social\"/\u003e : rust awesome（资源）. 💥 [rust-boom.github.io/rust-boom/](https://rust-boom.github.io/rust-boom/). Rust Boom 是一个仓主在学习使用 Rust 的时候，对 Rust 的一些难点的解决方法以及一些 Rust 开源的好玩的库、书籍、文章的整理，希望可以帮助更多的 Rust 初学者来翻过 Rust 这座大山。\r\n\r\n    - [rust-lang-cn/reference-cn](https://github.com/rust-lang-cn/reference-cn) \u003cimg src=\"https://img.shields.io/github/stars/rust-lang-cn/reference-cn?style=social\"/\u003e : Rust 参考手册 中文版——Chinese translation of The Rust Reference. [rustwiki.org/zh-CN/reference](https://rustwiki.org/zh-CN/reference/)\r\n\r\n    - [rust-lang-cn/rust-by-example-cn](https://github.com/rust-lang-cn/rust-by-example-cn) \u003cimg src=\"https://img.shields.io/github/stars/rust-lang-cn/rust-by-example-cn?style=social\"/\u003e : Rust By Example 中文版(包含在线代码编辑器)。[通过例子学 Rust 中文版](https://rustwiki.org/zh-CN/rust-by-example/)\r\n\r\n    - [rust-lang-cn/nomicon-zh-Hans](https://github.com/rust-lang-cn/nomicon-zh-Hans) \u003cimg src=\"https://img.shields.io/github/stars/rust-lang-cn/nomicon-zh-Hans?style=social\"/\u003e : Rust 秘典（死灵书）。[nomicon.purewhite.io/](https://nomicon.purewhite.io/)\r\n\r\n    - [Warrenren/inside-rust-std-library](https://github.com/Warrenren/inside-rust-std-library) \u003cimg src=\"https://img.shields.io/github/stars/Warrenren/inside-rust-std-library?style=social\"/\u003e : 本书主要对RUST的标准库代码进行分析，并试图给出RUST标准库代码的分析脉络。This project try to give a venation of how reading the RUST standard library source code.\r\n\r\n    - [wtklbm/rust-library-i18n](https://github.com/wtklbm/rust-library-i18n) \u003cimg src=\"https://img.shields.io/github/stars/wtklbm/rust-library-i18n?style=social\"/\u003e : Rust 核心库和标准库中文翻译，可作为 IDE 工具的智能提示，并生成本地 API 文档。\r\n\r\n    - [johnthagen/min-sized-rust](https://github.com/johnthagen/min-sized-rust) \u003cimg src=\"https://img.shields.io/github/stars/johnthagen/min-sized-rust?style=social\"/\u003e :  🦀 How to minimize Rust binary size 📦\r\n\r\n    - [better-rs/learn-rs](https://github.com/better-rs/learn-rs) \u003cimg src=\"https://img.shields.io/github/stars/better-rs/learn-rs?style=social\"/\u003e :  learn-rs: 快速学习 rust。\r\n\r\n    - [Tauri + Vue3 + Naive-UI Template](https://github.com/better-rs/learn-rs/blob/main/crates/rs-tauri-vue/README.md) \u003cimg src=\"https://img.shields.io/github/stars/better-rs/learn-rs?style=social\"/\u003e : Tauri + Vue3 + Naive-UI Template.  前端框架: typescript + vue3 + naive-ui.\r\n\r\n    - [better-rs/annotated-rs](https://github.com/better-rs/annotated-rs) \u003cimg src=\"https://img.shields.io/github/stars/better-rs/annotated-rs?style=social\"/\u003e : annotated-rs: rust 知名项目源码分析。\r\n\r\n    - [zanderxyz/advent-of-code](https://github.com/zanderxyz/advent-of-code) \u003cimg src=\"https://img.shields.io/github/stars/zanderxyz/advent-of-code?style=social\"/\u003e : My solutions to the annual Advent of Code problems. 2020 in Zig; 2021/22 in Rust. [www.adventofcode.com/](https://adventofcode.com/)\r\n\r\n    - [pavloslav/advent-of-code-rust](https://github.com/pavloslav/advent-of-code-rust) \u003cimg src=\"https://img.shields.io/github/stars/pavloslav/advent-of-code-rust?style=social\"/\u003e : Learning Rust language.\r\n\r\n    - [kovyrin/aoc2022](https://github.com/kovyrin/aoc2022) \u003cimg src=\"https://img.shields.io/github/stars/kovyrin/aoc2022?style=social\"/\u003e :  Playing with AOC 2022 problems using Rust.\r\n\r\n    - [CreatorsDAO/rust-co-learn](https://github.com/CreatorsDAO/rust-co-learn) \u003cimg src=\"https://img.shields.io/github/stars/CreatorsDAO/rust-co-learn?style=social\"/\u003e : rust-co-learn.\r\n\r\n    - [DaviRain-Su/all-in-one-rust](https://github.com/DaviRain-Su/all-in-one-rust) \u003cimg src=\"https://img.shields.io/github/stars/DaviRain-Su/all-in-one-rust?style=social\"/\u003e : all-in-one-rust.\r\n\r\n    - [DaviRain-Su/rust-no-std-source](https://github.com/DaviRain-Su/rust-no-std-source) \u003cimg src=\"https://img.shields.io/github/stars/DaviRain-Su/rust-no-std-source?style=social\"/\u003e : About Rust no std sources.\r\n\r\n    - [night-cruise/async-rust](https://github.com/night-cruise/async-rust) \u003cimg src=\"https://img.shields.io/github/stars/night-cruise/async-rust?style=social\"/\u003e : 这是一本电子书，旨在介绍 Rust 中 async/await 语法和异步运行时的原理和工作机制。[night-cruise.github.io/async-rust/](https://night-cruise.github.io/async-rust/)\r\n\r\n    - [LearningOS/rust-based-os-comp2023](https://github.com/LearningOS/rust-based-os-comp2023) \u003cimg src=\"https://img.shields.io/github/stars/LearningOS/rust-based-os-comp2023?style=social\"/\u003e : 2023秋冬季开源操作系统训练营。\r\n\r\n    - [phodal/aigc](https://github.com/phodal/aigc) \u003cimg src=\"https://img.shields.io/github/stars/phodal/aigc?style=social\"/\u003e : 《构筑大语言模型应用：应用开发与架构设计》一本关于 LLM 在真实世界应用的开源电子书，介绍了大语言模型的基础知识和应用，以及如何构建自己的模型。其中包括Prompt的编写、开发和管理，探索最好的大语言模型能带来什么，以及LLM应用开发的模式和架构设计。[aigc.phodal.com/](https://aigc.phodal.com/)\r\n\r\n\r\n\r\n\r\n## Performance Benchmark\r\n\r\n  - [kostya/benchmarks](https://github.com/kostya/benchmarks) \u003cimg src=\"https://img.shields.io/github/stars/kostya/benchmarks?style=social\"/\u003e : Some benchmarks of different languages.\r\n\r\n  - [jinyus/related_post_gen](https://github.com/jinyus/related_post_gen) \u003cimg src=\"https://img.shields.io/github/stars/jinyus/related_post_gen?style=social\"/\u003e : Data Processing benchmark featuring Rust, Go, Swift, Zig etc.\r\n\r\n  - [zackradisic/rust-vs-zig](https://github.com/zackradisic/rust-vs-zig) \u003cimg src=\"https://img.shields.io/github/stars/zackradisic/rust-vs-zig?style=social\"/\u003e : This is an experiment to evaluate Rust vs. Zig by writing a bytecode interpreter with GC in both languages and comparing them.\r\n\r\n  - [lucascompython/zigXrustXc](https://github.com/lucascompython/zigXrustXc) \u003cimg src=\"https://img.shields.io/github/stars/lucascompython/zigXrustXc?style=social\"/\u003e : Performance of Zig vs Rust vs C.\r\n\r\n  - [CoalNova/BasicCompare](https://github.com/CoalNova/BasicCompare) \u003cimg src=\"https://img.shields.io/github/stars/CoalNova/BasicCompare?style=social\"/\u003e : A basic comparitive analysis of C, C++, Rust, and Zig.\r\n\r\n\r\n\r\n## Data Structure and Algorithm\r\n\r\n  - [krahets/hello-algo](https://github.com/krahets/hello-algo) \u003cimg src=\"https://img.shields.io/github/stars/krahets/hello-algo?style=social\"/\u003e : 《Hello 算法》是一本动画图解、能运行、可提问的数据结构与算法入门书，支持 Java, C++, Python, Go, JS, TS, C#, Swift, Zig 等语言。 前往阅读 \u003e [hello-algo.com](https://www.hello-algo.com/).\r\n\r\n  - [TheAlgorithms/Rust](https://github.com/TheAlgorithms/Rust) \u003cimg src=\"https://img.shields.io/github/stars/TheAlgorithms/Rust?style=social\"/\u003e : All Algorithms implemented in Rust.\r\n\r\n  - [EbTech/rust-algorithms](https://github.com/EbTech/rust-algorithms) \u003cimg src=\"https://img.shields.io/github/stars/EbTech/rust-algorithms?style=social\"/\u003e : Common data structures and algorithms in Rust. A collection of classic data structures and algorithms, emphasizing usability, beauty and clarity over full generality.\r\n\r\n  - [rust-unofficial/too-many-lists](https://github.com/rust-unofficial/too-many-lists) \u003cimg src=\"https://img.shields.io/github/stars/rust-unofficial/too-many-lists?style=social\"/\u003e : [Learning Rust With Entirely Too Many Linked Lists](https://rust-unofficial.github.io/too-many-lists/index.html).\r\n\r\n  - [rustlang-cn/rust-algos](https://github.com/rustlang-cn/rust-algos) \u003cimg src=\"https://img.shields.io/github/stars/rustlang-cn/rust-algos?style=social\"/\u003e : Rust算法题解，用Rust语言实现常见的算法和数据结构，以及leetcode题解。\r\n\r\n  - [QMHTMY/RustBook](https://github.com/QMHTMY/RustBook) \u003cimg src=\"https://img.shields.io/github/stars/QMHTMY/RustBook?style=social\"/\u003e : A book about Rust Data Structures and Algorithms.\r\n\r\n  - [matey-jack/dl-list-mini.fs](https://gist.github.com/matey-jack/3e19b6370c6f7036a9119b79a82098ca) : Simple doubly-linked list in safe Rust.\r\n\r\n  - [Bonsai](https://github.com/Sollimann/bonsai) \u003cimg src=\"https://img.shields.io/github/stars/Sollimann/bonsai?style=social\"/\u003e : Rust implementation of behavior trees.\r\n\r\n  - [msakuta/rusty-behavior-tree-lite](https://github.com/msakuta/rusty-behavior-tree-lite) \u003cimg src=\"https://img.shields.io/github/stars/msakuta/rusty-behavior-tree-lite?style=social\"/\u003e : Lightweight behavior tree implementation in Rust.\r\n\r\n  - [darthdeus/behavior-tree](https://github.com/darthdeus/behavior-tree) \u003cimg src=\"https://img.shields.io/github/stars/darthdeus/behavior-tree?style=social\"/\u003e : Behavior trees for Rust!\r\n\r\n  - [callmestech/lists](https://github.com/callmestech/lists) \u003cimg src=\"https://img.shields.io/github/stars/callmestech/lists?style=social\"/\u003e : Learning Rust With Entirely Too Many Linked Lists.\r\n\r\n\r\n\r\n## Parallel and Async Library\r\n\r\n  - [Rayon](https://github.com/rayon-rs/rayon) \u003cimg src=\"https://img.shields.io/github/stars/rayon-rs/rayon?style=social\"/\u003e : Rayon: A data parallelism library for Rust.\r\n\r\n  - [mpi](https://github.com/rsmpi/rsmpi) \u003cimg src=\"https://img.shields.io/github/stars/rsmpi/rsmpi?style=social\"/\u003e : MPI bindings for Rust. [docs.rs/mpi](https://docs.rs/mpi/latest/mpi/).\r\n\r\n  - [Flume](https://github.com/zesterer/flume) \u003cimg src=\"https://img.shields.io/github/stars/zesterer/flume?style=social\"/\u003e : A safe and fast multi-producer, multi-consumer channel. [crates.io/crates/flume](https://crates.io/crates/flume)\r\n\r\n  - [Tokio](https://github.com/tokio-rs/tokio) \u003cimg src=\"https://img.shields.io/github/stars/tokio-rs/tokio?style=social\"/\u003e : A runtime for writing reliable, asynchronous, and slim applications with the Rust programming language.\r\n\r\n  - [May](https://github.com/Xudong-Huang/may) \u003cimg src=\"https://img.shields.io/github/stars/Xudong-Huang/may?style=social\"/\u003e : May is a high-performance library for programming stackful coroutines with which you can easily develop and maintain massive concurrent programs. It can be thought as the Rust version of the popular [Goroutine](https://tour.golang.org/concurrency/1).\r\n\r\n  - [event-listener](https://github.com/smol-rs/event-listener) \u003cimg src=\"https://img.shields.io/github/stars/smol-rs/event-listener?style=social\"/\u003e : Notify async tasks or threads.\r\n\r\n  - [async-process](https://github.com/smol-rs/async-process) \u003cimg src=\"https://img.shields.io/github/stars/smol-rs/async-process?style=social\"/\u003e : Async interface for working with processes.\r\n\r\n\r\n\r\n\r\n\r\n## FFI Bindings\r\n\r\n  - [PyO3](https://github.com/PyO3/pyo3) \u003cimg src=\"https://img.shields.io/github/stars/PyO3/pyo3?style=social\"/\u003e : Rust bindings for the Python interpreter.\r\n\r\n  - [UniFFI](https://github.com/mozilla/uniffi-rs) \u003cimg src=\"https://img.shields.io/github/stars/mozilla/uniffi-rs?style=social\"/\u003e : UniFFI - a multi-language bindings generator for Rust. [mozilla.github.io/uniffi-rs/](https://mozilla.github.io/uniffi-rs/)\r\n\r\n  - [cxx](https://github.com/dtolnay/cxx) \u003cimg src=\"https://img.shields.io/github/stars/dtolnay/cxx?style=social\"/\u003e : Safe interop between Rust and C++. [cxx.rs](https://cxx.rs/)\r\n\r\n  - [Autocxx](https://github.com/google/autocxx) \u003cimg src=\"https://img.shields.io/github/stars/google/autocxx?style=social\"/\u003e : Tool for safe ergonomic Rust/C++ interop driven from existing C++ headers. [docs.rs/autocxx](https://docs.rs/autocxx/latest/autocxx/)\r\n\r\n  - [bindgen](https://github.com/rust-lang/rust-bindgen) \u003cimg src=\"https://img.shields.io/github/stars/rust-lang/rust-bindgen?style=social\"/\u003e : Automatically generates Rust FFI bindings to C (and some C++) libraries.\r\n\r\n  - [C2Rust](https://github.com/immunant/c2rust) \u003cimg src=\"https://img.shields.io/github/stars/immunant/c2rust?style=social\"/\u003e : C2Rust helps you migrate C99-compliant code to Rust. [c2rust.com/](https://c2rust.com/)\r\n\r\n  - [embed-c](https://github.com/zdimension/embed-c) \u003cimg src=\"https://img.shields.io/github/stars/zdimension/embed-c?style=social\"/\u003e : Embed C code at compile time inside Rust using C2Rust.\r\n\r\n  - [rust-cpp](https://github.com/mystor/rust-cpp) \u003cimg src=\"https://img.shields.io/github/stars/mystor/rust-cpp?style=social\"/\u003e : rust-cpp - Embed C++ code directly in Rust.\r\n\r\n  - [zngur](https://github.com/HKalbasi/zngur) \u003cimg src=\"https://img.shields.io/github/stars/HKalbasi/zngur?style=social\"/\u003e : A C++/Rust interop tool. [hkalbasi.github.io/zngur](https://hkalbasi.github.io/zngur)\r\n\r\n  - [safer_ffi](https://github.com/getditto/safer_ffi) \u003cimg src=\"https://img.shields.io/github/stars/getditto/safer_ffi?style=social\"/\u003e : Write safer FFI code in Rust without polluting it with unsafe code. [getditto.github.io/safer_ffi](https://getditto.github.io/safer_ffi/)\r\n\r\n  - [Diplomat](https://github.com/rust-diplomat/diplomat) \u003cimg src=\"https://img.shields.io/github/stars/rust-diplomat/diplomat?style=social\"/\u003e : Experimental Rust tool for generating FFI definitions allowing many other languages to call Rust code.\r\n\r\n  - [jlrs](https://github.com/Taaitaaiger/jlrs) \u003cimg src=\"https://img.shields.io/github/stars/Taaitaaiger/jlrs?style=social\"/\u003e : Julia bindings for Rust.\r\n\r\n  - [Rutie](https://github.com/danielpclark/rutie) \u003cimg src=\"https://img.shields.io/github/stars/danielpclark/rutie?style=social\"/\u003e : “The Tie Between Ruby and Rust.”\r\n\r\n  - [suirad/zig-header-gen](https://github.com/suirad/zig-header-gen) \u003cimg src=\"https://img.shields.io/github/stars/suirad/zig-header-gen?style=social\"/\u003e : Automatically generate headers/bindings for other languages from Zig code.\r\n\r\n  - [kassane/zFFI](https://github.com/kassane/zFFI) \u003cimg src=\"https://img.shields.io/github/stars/kassane/zFFI?style=social\"/\u003e : CBindgen FFI test.\r\n\r\n  - [emilHof/zigc](https://github.com/emilHof/zigc) \u003cimg src=\"https://img.shields.io/github/stars/emilHof/zigc?style=social\"/\u003e : Zigc aims to provide the basic functionality for compiling and linking [Zig](https://ziglang.org/) libraries into your [Rust](https://www.rust-lang.org/) projects.\r\n\r\n  - [jeremyBanks/zig_with_cargo](https://github.com/jeremyBanks/zig_with_cargo) \u003cimg src=\"https://img.shields.io/github/stars/jeremyBanks/zig_with_cargo?style=social\"/\u003e : Building Zig libraries in a Rust Cargo package.\r\n\r\n  - [nekodjin/rusty-ziguanas](https://github.com/nekodjin/rusty-ziguanas) \u003cimg src=\"https://img.shields.io/github/stars/nekodjin/rusty-ziguanas?style=social\"/\u003e : Experiments in Zig-Rust and Rust-Zig FFI.\r\n\r\n  - [DutchGhost/zigiffy](https://github.com/DutchGhost/zigiffy) \u003cimg src=\"https://img.shields.io/github/stars/DutchGhost/zigiffy?style=social\"/\u003e : Rust FFI with Zig.\r\n\r\n  - [DutchGhost/rustiffy](https://github.com/DutchGhost/rustiffy) \u003cimg src=\"https://img.shields.io/github/stars/DutchGhost/rustiffy?style=social\"/\u003e : Zig FFI with Rust.\r\n\r\n  - [natanalt/zig2rs](https://github.com/natanalt/zig2rs) \u003cimg src=\"https://img.shields.io/github/stars/natanalt/zig2rs?style=social\"/\u003e : use zig code in rust - a medium effort shitpost.\r\n\r\n  - [ogxd/ffidji](https://github.com/ogxd/ffidji) \u003cimg src=\"https://img.shields.io/github/stars/ogxd/ffidji?style=social\"/\u003e : 🐶 FFIDJI is a tool to automatically generate bindings between languages, like calling Rust code from C# for instance.\r\n\r\n  - [Deukhoofd/csharp_binder](https://github.com/Deukhoofd/csharp_binder) \u003cimg src=\"https://img.shields.io/github/stars/Deukhoofd/csharp_binder?style=social\"/\u003e : A simple library to generate C# bindings for a Rust foreign function interface (FFI).\r\n\r\n  - [toolness/csharpbindgen](https://github.com/toolness/csharpbindgen) \u003cimg src=\"https://img.shields.io/github/stars/toolness/csharpbindgen?style=social\"/\u003e : A Rust library for generating C# bindings from Rust code.\r\n\r\n  - [Cysharp/csbindgen](https://github.com/Cysharp/csbindgen) \u003cimg src=\"https://img.shields.io/github/stars/Cysharp/csbindgen?style=social\"/\u003e : Generate C# FFI from Rust for automatically brings native code and C native library to .NET and Unity.\r\n\r\n  - [nikomatsakis/duchess](https://github.com/nikomatsakis/duchess) \u003cimg src=\"https://img.shields.io/github/stars/nikomatsakis/duchess?style=social\"/\u003e : Experiments with Java-Rust interop.\r\n\r\n  - [antoniusnaumann/cargo-swift](https://github.com/antoniusnaumann/cargo-swift) \u003cimg src=\"https://img.shields.io/github/stars/antoniusnaumann/cargo-swift?style=social\"/\u003e : A cargo plugin to easily build Swift packages from Rust code. [crates.io/crates/cargo-swift](https://crates.io/crates/cargo-swift)\r\n\r\n  - [tomleavy/safer-ffi-gen](https://github.com/tomleavy/safer-ffi-gen) \u003cimg src=\"https://img.shields.io/github/stars/tomleavy/safer-ffi-gen?style=social\"/\u003e : Attribute macro to help automate Rust FFI bindings.\r\n\r\n  - [py2many/py2many](https://github.com/py2many/py2many) \u003cimg src=\"https://img.shields.io/github/stars/py2many/py2many?style=social\"/\u003e : Transpiler of Python to many other languages.\r\n\r\n\r\n\r\n\r\n\r\n\r\n## GPU Programming\r\n\r\n  - [jessfraz/advent-of-cuda](https://github.com/jessfraz/advent-of-cuda) \u003cimg src=\"https://img.shields.io/github/stars/jessfraz/advent-of-cuda?style=social\"/\u003e : Doing advent of code with CUDA and rust.\r\n\r\n  - [Bend](https://github.com/HigherOrderCO/Bend) \u003cimg src=\"https://img.shields.io/github/stars/HigherOrderCO/Bend?style=social\"/\u003e : A massively parallel, high-level programming language.[higherorderco.com](https://higherorderco.com/)\r\n\r\n  - [HVM](https://github.com/HigherOrderCO/HVM) \u003cimg src=\"https://img.shields.io/github/stars/HigherOrderCO/HVM?style=social\"/\u003e : A massively parallel, optimal functional runtime in Rust.[higherorderco.com](https://higherorderco.com/)\r\n\r\n  - [ZLUDA](https://github.com/vosen/ZLUDA) \u003cimg src=\"https://img.shields.io/github/stars/vosen/ZLUDA?style=social\"/\u003e : CUDA on AMD GPUs.\r\n\r\n  - [Rust-CUDA](https://github.com/Rust-GPU/Rust-CUDA) \u003cimg src=\"https://img.shields.io/github/stars/Rust-GPU/Rust-CUDA?style=social\"/\u003e : Ecosystem of libraries and tools for writing and executing fast GPU code fully in Rust.\r\n\r\n  - [cudarc](https://github.com/coreylowman/cudarc) \u003cimg src=\"https://img.shields.io/github/stars/coreylowman/cudarc?style=social\"/\u003e : cudarc: minimal and safe api over the cuda toolkit.\r\n\r\n  - [bindgen_cuda](https://github.com/Narsil/bindgen_cuda) \u003cimg src=\"https://img.shields.io/github/stars/Narsil/bindgen_cuda?style=social\"/\u003e : Similar crate than [bindgen](https://github.com/rust-lang/rust-bindgen) in philosophy. It will help create automatic bindgen to cuda kernels source files and make them easier to use directly from Rust.\r\n\r\n  - [Lyn-liyuan/ndarray-cuda-matmul](https://github.com/Lyn-liyuan/ndarray-cuda-matmul) \u003cimg src=\"https://img.shields.io/github/stars/Lyn-liyuan/ndarray-cuda-matmul?style=social\"/\u003e : a high-performance computing solution designed to accelerate matrix operations using Nvidia's CUDA technology with Rust's ndarray data structure.\r\n\r\n  - [cuda-driver](https://github.com/YdrMaster/cuda-driver) \u003cimg src=\"https://img.shields.io/github/stars/YdrMaster/cuda-driver?style=social\"/\u003e : 基于 CUDA Driver API 的 cuda 运行时环境。\r\n\r\n  - [async-cuda](https://github.com/oddity-ai/async-cuda) \u003cimg src=\"https://img.shields.io/github/stars/oddity-ai/async-cuda?style=social\"/\u003e : Asynchronous CUDA for Rust.\r\n\r\n  - [async-tensorrt](https://github.com/oddity-ai/async-tensorrt) \u003cimg src=\"https://img.shields.io/github/stars/oddity-ai/async-tensorrt?style=social\"/\u003e : Asynchronous TensorRT for Rust.\r\n\r\n  - [krnl](https://github.com/charles-r-earp/krnl) \u003cimg src=\"https://img.shields.io/github/stars/charles-r-earp/krnl?style=social\"/\u003e : Safe, portable, high performance compute (GPGPU) kernels.\r\n\r\n  - [custos](https://github.com/elftausend/custos) \u003cimg src=\"https://img.shields.io/github/stars/elftausend/custos?style=social\"/\u003e : A minimal OpenCL, CUDA, WGPU and host CPU array manipulation engine / framework.\r\n\r\n  - [spinorml/nvlib](https://github.com/spinorml/nvlib) \u003cimg src=\"https://img.shields.io/github/stars/spinorml/nvlib?style=social\"/\u003e : Rust interoperability with NVIDIA CUDA NVRTC and Driver.\r\n\r\n  - [DoeringChristian/cuda-rs](https://github.com/DoeringChristian/cuda-rs) \u003cimg src=\"https://img.shields.io/github/stars/DoeringChristian/cuda-rs?style=social\"/\u003e : Cuda Bindings for rust generated with bindgen-cli (similar to cust_raw).\r\n\r\n  - [romankoblov/rust-nvrtc](https://github.com/romankoblov/rust-nvrtc) \u003cimg src=\"https://img.shields.io/github/stars/romankoblov/rust-nvrtc?style=social\"/\u003e : NVRTC bindings for RUST.\r\n\r\n  - [solkitten/astro-cuda](https://github.com/solkitten/astro-cuda) \u003cimg src=\"https://img.shields.io/github/stars/solkitten/astro-cuda?style=social\"/\u003e : CUDA Driver API bindings for Rust.\r\n\r\n  - [bokutotu/curs](https://github.com/bokutotu/curs) \u003cimg src=\"https://img.shields.io/github/stars/bokutotu/curs?style=social\"/\u003e : cuda\u0026cublas\u0026cudnn wrapper for Rust.\r\n\r\n  - [rust-cuda/cuda-sys](https://github.com/rust-cuda/cuda-sys) \u003cimg src=\"https://img.shields.io/github/stars/rust-cuda/cuda-sys?style=social\"/\u003e : Rust binding to CUDA APIs.\r\n\r\n  - [bheisler/RustaCUDA](https://github.com/bheisler/RustaCUDA) \u003cimg src=\"https://img.shields.io/github/stars/bheisler/RustaCUDA?style=social\"/\u003e : Rusty wrapper for the CUDA Driver API.\r\n\r\n  - [tmrob2/cuda2rust_sandpit](https://github.com/tmrob2/cuda2rust_sandpit) \u003cimg src=\"https://img.shields.io/github/stars/tmrob2/cuda2rust_sandpit?style=social\"/\u003e : Minimal examples to get CUDA linear algebra programs working with Rust using CC \u0026 FFI.\r\n\r\n  - [PhDP/rust-cuda-template](https://github.com/PhDP/rust-cuda-template) \u003cimg src=\"https://img.shields.io/github/stars/PhDP/rust-cuda-template?style=social\"/\u003e : Simple template for Rust + CUDA.\r\n\r\n  - [neka-nat/cuimage](https://github.com/neka-nat/cuimage) \u003cimg src=\"https://img.shields.io/github/stars/neka-nat/cuimage?style=social\"/\u003e : Rust implementation of image processing library with CUDA.\r\n\r\n  - [yanghaku/cuda-driver-sys](https://github.com/yanghaku/cuda-driver-sys) \u003cimg src=\"https://img.shields.io/github/stars/yanghaku/cuda-driver-sys?style=social\"/\u003e : Rust binding to CUDA Driver APIs.\r\n\r\n  - [Canyon-ml/canyon-sys](https://github.com/Canyon-ml/canyon-sys) \u003cimg src=\"https://img.shields.io/github/stars/Canyon-ml/canyon-sys?style=social\"/\u003e : Rust Bindings for Cuda, CuDNN.\r\n\r\n  - [cea-hpc/HARP](https://github.com/cea-hpc/HARP) \u003cimg src=\"https://img.shields.io/github/stars/cea-hpc/HARP?style=social\"/\u003e : Small tool for profiling the performance of hardware-accelerated Rust code using OpenCL and CUDA.\r\n\r\n  - [Conqueror712/CUDA-Simulator](https://github.com/Conqueror712/CUDA-Simulator) \u003cimg src=\"https://img.shields.io/github/stars/Conqueror712/CUDA-Simulator?style=social\"/\u003e : A self-developed version of the user-mode CUDA emulator project and a learning repository for Rust.\r\n\r\n  - [cszach/rust-cuda-template](https://github.com/cszach/rust-cuda-template) \u003cimg src=\"https://img.shields.io/github/stars/cszach/rust-cuda-template?style=social\"/\u003e : A Rust CUDA template with detailed instructions.\r\n\r\n  - [exor2008/fluid-simulator](https://github.com/exor2008/fluid-simulator) \u003cimg src=\"https://img.shields.io/github/stars/exor2008/fluid-simulator?style=social\"/\u003e : Rust CUDA fluid simulator.\r\n\r\n  - [chichieinstein/rustycuda](https://github.com/chichieinstein/rustycuda) \u003cimg src=\"https://img.shields.io/github/stars/chichieinstein/rustycuda?style=social\"/\u003e : Convenience functions for generic handling of CUDA resources on the Rust side.\r\n\r\n  - [Jafagervik/cruda](https://github.com/Jafagervik/cruda) \u003cimg src=\"https://img.shields.io/github/stars/Jafagervik/cruda?style=social\"/\u003e : CRUDA - Writing rust with cuda.\r\n\r\n  - [lennyerik/cutransform](https://github.com/lennyerik/cutransform) \u003cimg src=\"https://img.shields.io/github/stars/lennyerik/cutransform?style=social\"/\u003e : CUDA kernels in any language supported by LLVM.\r\n\r\n  - [cjordan/hip-sys](https://github.com/cjordan/hip-sys) \u003cimg src=\"https://img.shields.io/github/stars/cjordan/hip-sys?style=social\"/\u003e : Rust bindings for HIP.\r\n\r\n  - [rust-gpu](https://github.com/EmbarkStudios/rust-gpu) \u003cimg src=\"https://img.shields.io/github/stars/EmbarkStudios/rust-gpu?style=social\"/\u003e : 🐉 Making Rust a first-class language and ecosystem for GPU shaders 🚧 [shader.rs](https://shader.rs/).\r\n\r\n  - [wgpu](https://github.com/gfx-rs/wgpu) \u003cimg src=\"https://img.shields.io/github/stars/gfx-rs/wgpu?style=social\"/\u003e : Safe and portable GPU abstraction in Rust, implementing WebGPU API. [wgpu.rs](https://wgpu.rs/).\r\n\r\n  - [Vulkano](https://github.com/vulkano-rs/vulkano) \u003cimg src=\"https://img.shields.io/github/stars/vulkano-rs/vulkano?style=social\"/\u003e : Safe and rich Rust wrapper around the Vulkan API. Vulkano is a Rust wrapper around [the Vulkan graphics API](https://www.vulkan.org/). It follows the Rust philosophy, which is that as long as you don't use unsafe code you shouldn't be able to trigger any undefined behavior. In the case of Vulkan, this means that non-unsafe code should always conform to valid API usage.\r\n\r\n  - [Ash](https://github.com/ash-rs/ash) \u003cimg src=\"https://img.shields.io/github/stars/ash-rs/ash?style=social\"/\u003e : Vulkan bindings for Rust.\r\n\r\n  - [ocl](https://github.com/cogciprocate/ocl) \u003cimg src=\"https://img.shields.io/github/stars/cogciprocate/ocl?style=social\"/\u003e : OpenCL for Rust.\r\n\r\n  - [opencl3](https://github.com/kenba/opencl3) \u003cimg src=\"https://img.shields.io/github/stars/kenba/opencl3?style=social\"/\u003e : A Rust implementation of the Khronos [OpenCL 3.0](https://registry.khronos.org/OpenCL/) API.\r\n\r\n\r\n\r\n\r\n## Web3 and ZKP Framework\r\n\r\n  - [Web3-Recruitment-Platform](https://github.com/Web3-Club/Web3-Recruitment-Platform) \u003cimg src=\"https://img.shields.io/github/stars/Web3-Club/Web3-Recruitment-Platform?style=social\"/\u003e : Web3及远程工作招聘平台、频道汇总｜@Web3-Club。\r\n\r\n  - [Tachyon](https://github.com/kroma-network/tachyon) \u003cimg src=\"https://img.shields.io/github/stars/kroma-network/tachyon?style=social\"/\u003e : Modular ZK(Zero Knowledge) backend accelerated by GPU.\r\n\r\n  - [Blitzar](https://github.com/spaceandtimelabs/blitzar) \u003cimg src=\"https://img.shields.io/github/stars/spaceandtimelabs/blitzar?style=social\"/\u003e : Zero-knowledge proof acceleration with GPUs for C++ and Rust. [www.spaceandtime.io/](https://www.spaceandtime.io/)\r\n\r\n  - [blitzar-rs](https://github.com/spaceandtimelabs/blitzar-rs) \u003cimg src=\"https://img.shields.io/github/stars/spaceandtimelabs/blitzar-rs?style=social\"/\u003e : High-Level Rust wrapper for the blitzar-sys crate. [www.spaceandtime.io/](https://www.spaceandtime.io/)\r\n\r\n  - [ICICLE](https://github.com/ingonyama-zk/icicle) \u003cimg src=\"https://img.shields.io/github/stars/ingonyama-zk/icicle?style=social\"/\u003e : ICICLE is a library for ZK acceleration using CUDA-enabled GPUs.\r\n\r\n  - [BLAZE](https://github.com/ingonyama-zk/blaze) \u003cimg src=\"https://img.shields.io/github/stars/ingonyama-zk/blaze?style=social\"/\u003e : blaze is a Rust library for ZK acceleration on Xilinx FPGAs.\r\n\r\n  - [BLAZE](https://github.com/zcash/halo2) \u003cimg src=\"https://img.shields.io/github/stars/zcash/halo2?style=social\"/\u003e : The Halo2 zero-knowledge proving system.[zcash.github.io/halo2/](https://zcash.github.io/halo2/)\r\n\r\n  - [Kimchi](https://github.com/o1-labs/proof-systems) \u003cimg src=\"https://img.shields.io/github/stars/o1-labs/proof-systems?style=social\"/\u003e : The proof systems used by Mina. This repository contains kimchi, a general-purpose zero-knowledge proof system for proving the correct execution of programs. [o1-labs.github.io/proof-systems/](https://o1-labs.github.io/proof-systems/)\r\n\r\n  - [0xPolygonZero/plonky2](https://github.com/0xPolygonZero/plonky2) \u003cimg src=\"https://img.shields.io/github/stars/0xPolygonZero/plonky2?style=social\"/\u003e : This repository was originally for Plonky2, a SNARK implementation based on techniques from PLONK and FRI. It has since expanded to include tools such as Starky, a highly performant STARK implementation.\r\n\r\n  - [dusk-network/plonk](https://github.com/dusk-network/plonk) \u003cimg src=\"https://img.shields.io/github/stars/dusk-network/plonk?style=social\"/\u003e : Pure Rust implementation of the PLONK ZKProof System done by the Dusk-Network team. [dusk-network.github.io/plonk](https://dusk-network.github.io/plonk)\r\n\r\n  - [EspressoSystems/jellyfish](https://github.com/EspressoSystems/jellyfish) \u003cimg src=\"https://img.shields.io/github/stars/EspressoSystems/jellyfish?style=social\"/\u003e : A Rust Implementation of the PLONK ZKP System and Extensions. [jellyfish.docs.espressosys.com](https://jellyfish.docs.espressosys.com)\r\n\r\n  - [Substrate](https://github.com/paritytech/substrate) \u003cimg src=\"https://img.shields.io/github/stars/paritytech/substrate?style=social\"/\u003e : Substrate: The platform for blockchain innovators.\r\n\r\n  - [Sui](https://github.com/MystenLabs/sui) \u003cimg src=\"https://img.shields.io/github/stars/MystenLabs/sui?style=social\"/\u003e : Sui is a next-generation smart contract platform with high throughput, low latency, and an asset-oriented programming model powered by the [Move programming language](https://github.com/MystenLabs/awesome-move). [sui.io](https://sui.io/)\r\n\r\n  - [move](https://github.com/move-language/move) \u003cimg src=\"https://img.shields.io/github/stars/move-language/move?style=social\"/\u003e : Move is a programming language for writing safe smart contracts originally developed at Facebook to power the Diem blockchain.\r\n\r\n  - [move-cn/letsmove](https://github.com/move-cn/letsmove) \u003cimg src=\"https://img.shields.io/github/stars/move-cn/letsmove?style=social\"/\u003e : Let's Move 一项学Move获得SUI的激励计划，鼓励更多的人学习Move语言。\r\n\r\n  - [Rooch](https://github.com/rooch-network/rooch) \u003cimg src=\"https://img.shields.io/github/stars/rooch-network/rooch?style=social\"/\u003e : Rooch is a modular DApp container with the [Move language](https://github.com/move-language/move). [rooch.network](https://rooch.network/zh-CN)\r\n\r\n  - [Polkadot](https://github.com/paritytech/polkadot-sdk) \u003cimg src=\"https://img.shields.io/github/stars/paritytech/polkadot-sdk?style=social\"/\u003e : The Parity Polkadot Blockchain SDK. The Polkadot SDK repository provides all the resources needed to start building on the Polkadot network, a multi-chain blockchain platform that enables different blockchains to interoperate and share information in a secure and scalable way. [polkadot.network/](https://polkadot.network/)\r\n\r\n  - [Bifrost](https://github.com/bifrost-finance/bifrost) \u003cimg src=\"https://img.shields.io/github/stars/bifrost-finance/bifrost?style=social\"/\u003e : Bifrost is a Web3 derivatives protocol that provides decentralized cross-chain liquidity for staked assets.\r\n\r\n  - [nostr](https://github.com/nostr-protocol/nostr) \u003cimg src=\"https://img.shields.io/github/stars/nostr-protocol/nostr?style=social\"/\u003e : a truly censorship-resistant alternative to Twitter that has a chance of working. The simplest open protocol that is able to create a censorship-resistant global \"social\" network once and for all.\r\n\r\n  - [awesome-nostr](https://github.com/aljazceru/awesome-nostr) \u003cimg src=\"https://img.shields.io/github/stars/aljazceru/awesome-nostr?style=social\"/\u003e : A curated list of nostr projects and resources. [www.nostr.net](https://www.nostr.net/)\r\n\r\n  - [Damus](https://github.com/damus-io/damus) \u003cimg src=\"https://img.shields.io/github/stars/damus-io/damus?style=social\"/\u003e : A twitter-like nostr client for iPhone, iPad and MacOS.\r\n\r\n  - [Amethyst](https://github.com/vitorpamplona/amethyst) \u003cimg src=\"https://img.shields.io/github/stars/vitorpamplona/amethyst?style=social\"/\u003e : Amethyst brings the best social network to your Android phone. Just insert your Nostr private key and start posting.\r\n\r\n  - [rust-nostr/nostr](https://github.com/rust-nostr/nostr) \u003cimg src=\"https://img.shields.io/github/stars/rust-nostr/nostr?style=social\"/\u003e : Nostr protocol implementation, SDK and FFI.\r\n\r\n  - [mikedilger/gossip](https://github.com/mikedilger/gossip) \u003cimg src=\"https://img.shields.io/github/stars/mikedilger/gossip?style=social\"/\u003e : Gossip is a desktop client for nostr.\r\n\r\n  - [Sway](https://github.com/FuelLabs/sway) \u003cimg src=\"https://img.shields.io/github/stars/FuelLabs/sway?style=social\"/\u003e : 🌴 Empowering everyone to build reliable and efficient smart contracts. [ fuellabs.github.io/sway](https://fuellabs.github.io/sway)\r\n\r\n  - [FuelLabs/fuel-core](https://github.com/FuelLabs/fuel-core) \u003cimg src=\"https://img.shields.io/github/stars/FuelLabs/fuel-core?style=social\"/\u003e : Rust full node implementation of the Fuel v2 protocol.\r\n\r\n  - [FuelLabs/fuels-rs](https://github.com/FuelLabs/fuels-rs) \u003cimg src=\"https://img.shields.io/github/stars/FuelLabs/fuels-rs?style=social\"/\u003e : Fuel Network Rust SDK. [fuellabs.github.io/fuels-rs](https://fuellabs.github.io/fuels-rs)\r\n\r\n  - [solana](https://github.com/solana-labs/solana) \u003cimg src=\"https://img.shields.io/github/stars/solana-labs/solana?style=social\"/\u003e : Web-Scale Blockchain for fast, secure, scalable, decentralized apps and marketplaces. [solanalabs.com](https://solanalabs.com/)\r\n\r\n  - [solana-playground](https://github.com/solana-playground/solana-playground) \u003cimg src=\"https://img.shields.io/github/stars/solana-playground/solana-playground?style=social\"/\u003e : Quickly develop, deploy and test Solana programs from browsers. [beta.solpg.io](https://beta.solpg.io/)\r\n\r\n  - [Anchor](https://github.com/coral-xyz/anchor) \u003cimg src=\"https://img.shields.io/github/stars/coral-xyz/anchor?style=social\"/\u003e : ⚓ Solana Sealevel Framework. [anchor-lang.com](https://www.anchor-lang.com/)\r\n\r\n  - [CreatorsDAO/awesome-learn-solana](https://github.com/CreatorsDAO/awesome-learn-solana) \u003cimg src=\"https://img.shields.io/github/stars/CreatorsDAO/awesome-learn-solana?style=social\"/\u003e : awesome-learn-solana.\r\n\r\n  - [CreatorsDAO/creatorsdao.github.io](https://github.com/CreatorsDAO/creatorsdao.github.io) \u003cimg src=\"https://img.shields.io/github/stars/CreatorsDAO/creatorsdao.github.io?style=social\"/\u003e : Creators Dao all about source. [creatorsdao.github.io/](https://creatorsdao.github.io/)\r\n\r\n  - [CleverProgrammers/facebook-solana-blockchain](https://github.com/CleverProgrammers/facebook-solana-blockchain) \u003cimg src=\"https://img.shields.io/github/stars/CleverProgrammers/facebook-solana-blockchain?style=social\"/\u003e : Build Facebook 3.0 on Blockchain with Solana | Next.js | Netlify | Sanity.io.\r\n\r\n  - [MartinKavik/voting-solana-moonzoon](https://github.com/MartinKavik/voting-solana-moonzoon) \u003cimg src=\"https://img.shields.io/github/stars/MartinKavik/voting-solana-moonzoon?style=social\"/\u003e : The Voting example based on MoonZoon and Solana.\r\n\r\n  - [NEAR Docs](https://docs.near.org/) : Welcome! This is the starting point for all the documentation in NEAR.\r\n\r\n  - [near/awesome-near](https://github.com/near/awesome-near) \u003cimg src=\"https://img.shields.io/github/stars/near/awesome-near?style=social\"/\u003e : Curated list of resources: examples, libraries, projects. [examples.near.org](https://examples.near.org/)\r\n\r\n  - [near/nearcore](https://github.com/near/nearcore) \u003cimg src=\"https://img.shields.io/github/stars/near/nearcore?style=social\"/\u003e : Reference client for NEAR Protocol. [near.org](https://near.org/)\r\n\r\n  - [near/near-sdk-rs](https://github.com/near/near-sdk-rs) \u003cimg src=\"https://img.shields.io/github/stars/near/near-sdk-rs?style=social\"/\u003e : Rust library for writing NEAR smart contracts. [near-sdk.io](https://github.com/near/near-sdk-rs)\r\n\r\n  - [near/create-near-app](https://github.com/near/create-near-app) \u003cimg src=\"https://img.shields.io/github/stars/near/create-near-app?style=social\"/\u003e : Create a starter app hooked up to the NEAR blockchain.\r\n\r\n  - [near-examples/NFT](https://github.com/near-examples/NFT) \u003cimg src=\"https://img.shields.io/github/stars/near-examples/NFT?style=social\"/\u003e : Example implementations of tokens to represent unique assets, such as collectibles or deeds, using the NEP-171 spec (similar to ERC-721).\r\n\r\n  - [near-examples/nft-tutorial](https://github.com/near-examples/nft-tutorial) \u003cimg src=\"https://img.shields.io/github/stars/near-examples/nft-tutorial?style=social\"/\u003e : Welcome to NEAR's NFT tutorial, where we will help you parse the details around NEAR's [NEP-171 standard](https://nomicon.io/Standards/Tokens/NonFungibleToken/Core) (Non-Fungible Token Standard), and show you how to build your own NFT smart contract from the ground up, improving your understanding about the NFT standard along the way.\r\n\r\n  - [hanakannzashi/near-course-base](https://github.com/hanakannzashi/near-course-base) \u003cimg src=\"https://img.shields.io/github/stars/hanakannzashi/near-course-base?style=social\"/\u003e : NEAR 智能合约开发教程（基础篇）。\r\n\r\n  - [tranvinh146/voting-contract](https://github.com/tranvinh146/voting-contract) \u003cimg src=\"https://img.shields.io/github/stars/tranvinh146/voting-contract?style=social\"/\u003e : This is smart contract to vote from phase 1 to phase 2 on Near.\r\n\r\n  - [catmcgee/near-voting-contracts](https://github.com/catmcgee/near-voting-contracts) \u003cimg src=\"https://img.shields.io/github/stars/catmcgee/near-voting-contracts?style=social\"/\u003e : Different types of voting smart contracts on NEAR blockchain.\r\n\r\n  - [rickhysis/vote-coffe-near](https://github.com/rickhysis/vote-coffe-near) \u003cimg src=\"https://img.shields.io/github/stars/rickhysis/vote-coffe-near?style=social\"/\u003e : This is smart contract example for vote the best coffe using NEAR Protocol (\"NEAR\" hereafter).\r\n\r\n  - [Dispa1r/Disp41r-Super-Voting-System](https://github.com/Dispa1r/Disp41r-Super-Voting-System) \u003cimg src=\"https://img.shields.io/github/stars/Dispa1r/Disp41r-Super-Voting-System?style=social\"/\u003e : a super super super voting system on near block chain :)\r\n\r\n  - [flexabyte/near-vote](https://github.com/flexabyte/near-vote) \u003cimg src=\"https://img.shields.io/github/stars/flexabyte/near-vote?style=social\"/\u003e : A decentralized voting contract for NEAR protocol.\r\n\r\n  - [YellingOilbird/choice](https://github.com/YellingOilbird/choice) \u003cimg src=\"https://img.shields.io/github/stars/YellingOilbird/choice?style=social\"/\u003e : NEAR smart contract for non-binary vote.\r\n\r\n  - [dylan751/near-app-vote-sc](https://github.com/dylan751/near-app-vote-sc) \u003cimg src=\"https://img.shields.io/github/stars/dylan751/near-app-vote-sc?style=social\"/\u003e : Voting App using Near-Rust and implement ZKP.\r\n\r\n  - [winkelstein/DeChat](https://github.com/winkelstein/DeChat) \u003cimg src=\"https://img.shields.io/github/stars/winkelstein/DeChat?style=social\"/\u003e : Messenger based on NEAR blockchain.\r\n\r\n  - [Cairo](https://github.com/starkware-libs/cairo) \u003cimg src=\"https://img.shields.io/github/stars/starkware-libs/cairo?style=social\"/\u003e : Cairo is the first Turing-complete language for creating provable programs for general computation. ⚡ Blazing ⚡ fast ⚡ compiler for Cairo, written in 🦀 Rust 🦀\r\n\r\n  - [cairo-book/cairo-book.github.io](https://github.com/cairo-book/cairo-book.github.io/) \u003cimg src=\"https://img.shields.io/github/stars/cairo-book/cairo-book.github.io/?style=social\"/\u003e : The Cairo Programming Language Book, a comprehensive documentation of the Cairo 1 programming language. [The Cairo Programming Language Book](https://book.cairo-lang.org/)\r\n\r\n  - [Orion](https://github.com/gizatechxyz/orion) \u003cimg src=\"https://img.shields.io/github/stars/gizatechxyz/orion?style=social\"/\u003e : Orion: An Open-source Framework for Validity and ZK ML ✨. ONNX Runtime in Cairo 1.0 for verifiable ML inference using STARK. [orion.gizatech.xyz](https://orion.gizatech.xyz/)\r\n\r\n  - [franalgaba/neural-network-cairo](https://github.com/franalgaba/neural-network-cairo) \u003cimg src=\"https://img.shields.io/github/stars/franalgaba/neural-network-cairo?style=social\"/\u003e : Neural Network implementation from scratch for MNIST using Cairo 1.0.\r\n\r\n  - [raphaelDkhn/cairo_ml](https://github.com/raphaelDkhn/cairo_ml) \u003cimg src=\"https://img.shields.io/github/stars/raphaelDkhn/cairo_ml?style=social\"/\u003e : Build neural network models in Cairo 1.0.\r\n\r\n  - [gakonst/awesome-starknet](https://github.com/gakonst/awesome-starknet) \u003cimg src=\"https://img.shields.io/github/stars/gakonst/awesome-starknet?style=social\"/\u003e : A curated list of awesome StarkNet resources, libraries, tools and more.\r\n\r\n  - [starknet-edu/starknetbook](https://github.com/starknet-edu/starknetbook) \u003cimg src=\"https://img.shields.io/github/stars/starknet-edu/starknetbook?style=social\"/\u003e : Mastering Cairo and Starknet. By the Starknet community. [book.starknet.io](https://book.starknet.io/)\r\n\r\n  - [xJonathanLEI/starknet-rs](https://github.com/xJonathanLEI/starknet-rs) \u003cimg src=\"https://img.shields.io/github/stars/xJonathanLEI/starknet-rs?style=social\"/\u003e : Complete Starknet library in Rust™. [starknet.rs](https://github.com/xJonathanLEI/starknet-rs)\r\n\r\n  - [0xSpaceShard/starknet-devnet-rs](https://github.com/0xSpaceShard/starknet-devnet-rs) \u003cimg src=\"https://img.shields.io/github/stars/0xSpaceShard/starknet-devnet-rs?style=social\"/\u003e : A local testnet for Starknet... in Rust.\r\n\r\n  - [0xAsten/Starknet-Tech-Stacks-Mindmap](https://github.com/0xAsten/Starknet-Tech-Stacks-Mindmap) \u003cimg src=\"https://img.shields.io/github/stars/0xAsten/Starknet-Tech-Stacks-Mindmap?style=social\"/\u003e : This open collaboration project aims to explore and document the various technology stacks associated with Starknet.\r\n\r\n  - [gakonst/ethers-rs](https://github.com/gakonst/ethers-rs) \u003cimg src=\"https://img.shields.io/github/stars/gakonst/ethers-rs?style=social\"/\u003e :  Complete Ethereum \u0026 Celo library and wallet implementation in Rust. [https://docs.rs/ethers](https://docs.rs/ethers/latest/ethers/)\r\n\r\n  - [Galactic-Hub/cosmos-sdk-rs](https://github.com/Galactic-Hub/cosmos-sdk-rs) \u003cimg src=\"https://img.shields.io/github/stars/Galactic-Hub/cosmos-sdk-rs?style=social\"/\u003e : Cosmos SDK implement by Rust.\r\n\r\n  - [cosmos/ibc-rs](https://github.com/cosmos/ibc-rs) \u003cimg src=\"https://img.shields.io/github/stars/cosmos/ibc-rs?style=social\"/\u003e : Rust implementation of the Inter-Blockchain Communication (IBC) protocol.\r\n\r\n  - [Sovereign-Labs/sovereign-sdk](https://github.com/Sovereign-Labs/sovereign-sdk) \u003cimg src=\"https://img.shields.io/github/stars/Sovereign-Labs/sovereign-sdk?style=social\"/\u003e : A framework for building seamlessly scalable and interoperable rollups that can run on any blockchain. [sovereign.xyz](https://www.sovereign.xyz/)\r\n\r\n  - [octopus-network/near-ibc](https://github.com/octopus-network/near-ibc) \u003cimg src=\"https://img.shields.io/github/stars/octopus-network/near-ibc?style=social\"/\u003e : near smart contract implement ibc protocol.\r\n\r\n  - [talent-verse/Jobs](https://github.com/talent-verse/Jobs) \u003cimg src=\"https://img.shields.io/github/stars/talent-verse/Jobs?style=social\"/\u003e : Web3, Blockchain, AI jobs.\r\n\r\n  - [wildonion/smarties](https://github.com/wildonion/smarties) \u003cimg src=\"https://img.shields.io/github/stars/wildonion/smarties?style=social\"/\u003e :  🍬 NEAR and Ethereum NFT Marketplace Smart Contracts 🍫\r\n\r\n  - [sigp/lighthouse](https://github.com/sigp/lighthouse) \u003cimg src=\"https://img.shields.io/github/stars/sigp/lighthouse?style=social\"/\u003e :  Ethereum consensus client in Rust.\r\n\r\n  - [the-web3/chaineye-blockchain-interview](https://github.com/the-web3/chaineye-blockchain-interview) \u003cimg src=\"https://img.shields.io/github/stars/the-web3/chaineye-blockchain-interview?style=social\"/\u003e :  区块链链面试指南。面试了很多区块链工程师，感觉大家都无法抓住面试的要点，本教程主要是整理一些区块链中的面试思路和面试题目, 本教程由链眼社区出品。\r\n\r\n\r\n\r\n\r\n## Scientific Computation\r\n\r\n  - ### Numerical Calculation\r\n\r\n    - [rapl](https://github.com/JErnestoMtz/rapl) \u003cimg src=\"https://img.shields.io/github/stars/JErnestoMtz/rapl?style=social\"/\u003e : Rank Polymorphic array library for Rust. rapl is an experimental numerical computing Rust library that provides a simple way of working with N-dimensional array, along with a wide range of mathematical functions to manipulate them. It takes inspiration from NumPy and APL, with the primary aim of achieving maximum ergonomics and user-friendliness while maintaining generality.\r\n\r\n    - [scilib](https://github.com/At0micBee/scilib) \u003cimg src=\"https://img.shields.io/github/stars/At0micBee/scilib?style=social\"/\u003e : A rust crate for mathematics and science. [crates.io/crates/scilib](https://crates.io/crates/scilib)\r\n\r\n    - [fitting-rs](https://github.com/mshrtsr/fitting-rs) \u003cimg src=\"https://img.shields.io/github/stars/mshrtsr/fitting-rs?style=social\"/\u003e : Curve fitting library for Rust. [crates.io/crates/fitting](https://crates.io/crates/fitting)\r\n\r\n\r\n  - ### Linear Algebra\r\n\r\n    - [mathbench](https://github.com/bitshifter/mathbench-rs) \u003cimg src=\"https://img.shields.io/github/stars/bitshifter/mathbench-rs?style=social\"/\u003e : mathbench is a suite of unit tests and benchmarks comparing the output and performance of a number of different Rust linear algebra libraries for common game and graphics development tasks.\r\n\r\n    - [ndarray](https://github.com/rust-ndarray/ndarray) \u003cimg src=\"https://img.shields.io/github/stars/rust-ndarray/ndarray?style=social\"/\u003e : The ndarray crate provides an n-dimensional container for general elements and for numerics.\r\n\r\n    - [ndarray-linalg](https://github.com/rust-ndarray/ndarray-linalg) \u003cimg src=\"https://img.shields.io/github/stars/rust-ndarray/ndarray-linalg?style=social\"/\u003e : Linear algebra package for rust-ndarray using LAPACK binding.\r\n\r\n    - [nalgebra](https://github.com/dimforge/nalgebra) \u003cimg src=\"https://img.shields.io/github/stars/dimforge/nalgebra?style=social\"/\u003e : Linear algebra library for the Rust programming language.\r\n\r\n    - [faer](https://github.com/sarah-ek/faer-rs) \u003cimg src=\"https://img.shields.io/github/stars/sarah-ek/faer-rs?style=social\"/\u003e : Linear algebra foundation for the Rust programming language. [faer-rs.github.io](https://faer-rs.github.io/). faer is a collection of crates that implement low level linear algebra routines in pure Rust. The aim is to eventually provide a fully featured library for linear algebra with focus on portability, correctness, and performance.\r\n\r\n    - [glam](https://github.com/bitshifter/glam-rs) \u003cimg src=\"https://img.shields.io/github/stars/bitshifter/glam-rs?style=social\"/\u003e : A simple and fast 3D math library for games and graphics.\r\n\r\n    - [russell](https://github.com/cpmech/russell) \u003cimg src=\"https://img.shields.io/github/stars/cpmech/russell?style=social\"/\u003e : Rust Scientific Libary. Special functions (Bessel, Elliptic, Beta, Gamma, Erf). Linear algebra. Sparse solvers. ODE and DAE solvers. Probability distributions. Tensor calculus.\r\n\r\n    - [hasty](https://github.com/Pencilcaseman/hasty) \u003cimg src=\"https://img.shields.io/github/stars/Pencilcaseman/hasty?style=social\"/\u003e : High-performance BLAS and LAPACK within Rust.\r\n\r\n    - [tensr](https://github.com/Pencilcaseman/tensr) \u003cimg src=\"https://img.shields.io/github/stars/Pencilcaseman/tensr?style=social\"/\u003e : A high-performance, cross-platform, multi-backend tensor/array library for Rust.\r\n\r\n    - [cgmath](https://github.com/rustgd/cgmath) \u003cimg src=\"https://img.shields.io/github/stars/rustgd/cgmath?style=social\"/\u003e : A linear algebra and mathematics library for computer graphics.\r\n\r\n    - [ultraviolet](https://github.com/fu5ha/ultraviolet) \u003cimg src=\"https://img.shields.io/github/stars/fu5ha/ultraviolet?style=social\"/\u003e : A wide linear algebra crate for games and graphics.\r\n\r\n    - [vek](https://github.com/yoanlcq/vek) \u003cimg src=\"https://img.shields.io/github/stars/yoanlcq/vek?style=social\"/\u003e : Generic 2D-3D math swiss army knife for game engines, with SIMD support and focus on convenience.\r\n\r\n    - [static-math](https://github.com/elsuizo/static-math) \u003cimg src=\"https://img.shields.io/github/stars/elsuizo/static-math?style=social\"/\u003e : Safe and fast mathematical operations with static arrays in the Rust programming language.\r\n\r\n    - [rust-numpy](https://github.com/PyO3/rust-numpy) \u003cimg src=\"https://img.shields.io/github/stars/PyO3/rust-numpy?style=social\"/\u003e : PyO3-based Rust bindings of the NumPy C-API.\r\n\r\n    - [custos-math](https://github.com/elftausend/custos-math) \u003cimg src=\"https://img.shields.io/github/stars/elftausend/custos-math?style=social\"/\u003e : This crate provides CUDA, OpenCL, CPU (and Stack) based matrix operations using [custos](https://github.com/elftausend/custos).\r\n\r\n    - [bluss/matrixmultiply](https://github.com/bluss/matrixmultiply) \u003cimg src=\"https://img.shields.io/github/stars/bluss/matrixmultiply?style=social\"/\u003e : General matrix multiplication of f32 and f64 matrices in Rust. Supports matrices with general strides. [docs.rs/matrixmultiply/](https://docs.rs/matrixmultiply/latest/matrixmultiply/)\r\n\r\n    - [Kai-Striega/blas-rs](https://github.com/Kai-Striega/blas-rs) \u003cimg src=\"https://img.shields.io/github/stars/Kai-Striega/blas-rs?style=social\"/\u003e : Experimental BLAS implementation in pure rust.\r\n\r\n\r\n\r\n  - ### Lie Groups\r\n\r\n    - [sophus-rs](https://github.com/strasdat/sophus-rs) \u003cimg src=\"https://img.shields.io/github/stars/strasdat/sophus-rs?style=social\"/\u003e : Rust bindings for the C++ implementation of Lie Groups using Eigen.\r\n\r\n\r\n\r\n\r\n  - ### Optimization Framework\r\n\r\n    - [OpEn](https://github.com/alphaville/optimization-engine) \u003cimg src=\"https://img.shields.io/github/stars/alphaville/optimization-engine?style=social\"/\u003e : Optimization Engine (OpEn) is a solver for Fast \u0026 Accurate Embedded Optimization for next-generation Robotics and Autonomous Systems. Nonconvex embedded optimization: code generation for fast real-time optimization. [alphaville.github.io/optimization-engine/](https://alphaville.github.io/optimization-engine/)\r\n\r\n    - [light-curve/ceres-solver-rs](https://github.com/light-curve/ceres-solver-rs) \u003cimg src=\"https://img.shields.io/github/stars/light-curve/ceres-solver-rs?style=social\"/\u003e : Rust bindings for [Ceres Solver](http://ceres-solver.org/).\r\n\r\n    - [pranayspeed/g2o-rust-bindings](https://github.com/pranayspeed/g2o-rust-bindings) \u003cimg src=\"https://img.shields.io/github/stars/pranayspeed/g2o-rust-bindings?style=social\"/\u003e :  g2o-rust-bindings.\r\n\r\n    - [mithi/rusty-genes](https://github.com/mithi/rusty-genes) \u003cimg src=\"https://img.shields.io/github/stars/mithi/rusty-genes?style=social\"/\u003e : Genetic algorithm implementation in Rust with animated visualizations in Python.\r\n\r\n\r\n\r\n\r\n  - ### Evolutionary computation\r\n\r\n    - [EvoTorch](https://github.com/nnaisense/evotorch) \u003cimg src=\"https://img.shields.io/github/stars/nnaisense/evotorch?style=social\"/\u003e : Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE. [evotorch.ai](https://evotorch.ai/)\r\n\r\n    - [ecrs-org/ecrs](https://github.com/ecrs-org/ecrs) \u003cimg src=\"https://img.shields.io/github/stars/ecrs-org/ecrs?style=social\"/\u003e : ecrs - Evolutionary computation algorithms \u0026 tools for Rust.\r\n\r\n    - [unhindered-ec/unhindered-ec](https://github.com/unhindered-ec/unhindered-ec) \u003cimg src=\"https://img.shields.io/github/stars/unhindered-ec/unhindered-ec?style=social\"/\u003e : A Rust framework supporting a variaty of evolutionary computation (EC) tools.\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n  - ### Finite Element Analysis\r\n\r\n    - [FENRIS](https://github.com/InteractiveComputerGraphics/fenris) \u003cimg src=\"https://img.shields.io/github/stars/InteractiveComputerGraphics/fenris?style=social\"/\u003e : A Rust library for building advanced applications with the Finite Element Method (FEM).\r\n\r\n    - [InteractiveComputerGraphics/higher_order_embedded_fem](https://github.com/InteractiveComputerGraphics/higher_order_embedded_fem) \u003cimg src=\"https://img.shields.io/github/stars/InteractiveComputerGraphics/higher_order_embedded_fem?style=social\"/\u003e : Source code for our paper \"Higher-order finite elements for embedded simulation\".\r\n\r\n\r\n  - ### Data Analysis and Visualization\r\n\r\n    - [Polars](https://github.com/pola-rs/polars) \u003cimg src=\"https://img.shields.io/github/stars/pola-rs/polars?style=social\"/\u003e : [Polars](https://www.pola.rs/). Fast multi-threaded, hybrid-out-of-core DataFrame library in Rust | Python | Node.js.\r\n\r\n    - [Plotters](https://github.com/plotters-rs/plotters) \u003cimg src=\"https://img.shields.io/github/stars/plotters-rs/plotters?style=social\"/\u003e : A rust drawing library for high quality data plotting for both WASM and native, statically and realtimely 🦀 📈🚀\r\n\r\n    - [Rerun](https://github.com/rerun-io/rerun) \u003cimg src=\"https://img.shields.io/github/stars/rerun-io/rerun?style=social\"/\u003e : Rerun: Visualization infrastructure for computer vision. Log images, point clouds, etc, and visualize them effortlessly. Built in Rust using egui. [rerun.io](https://www.rerun.io/)\r\n\r\n    - [Lance](https://github.com/eto-ai/lance) \u003cimg src=\"https://img.shields.io/github/stars/eto-ai/lance?style=social\"/\u003e : Lance: modern columnar data format for ML. Convert from parquet in 2-lines of code for 100x faster random access, a vector index, data versioning, and more. Compatible with pandas, duckdb, polars, pyarrow, with more integrations on the way. [eto-ai.github.io/lance/](https://eto-ai.github.io/lance/)\r\n\r\n    - [Typst](https://github.com/typst/typst) \u003cimg src=\"https://img.shields.io/github/stars/typst/typst?style=social\"/\u003e : A new markup-based typesetting system that is powerful and easy to learn. Typst is a new markup-based typesetting system that is designed to be as powerful as LaTeX while being much easier to learn and use.  [typst.app](https://typst.app/).\r\n\r\n    - [Charming](https://github.com/yuankunzhang/charming) \u003cimg src=\"https://img.shields.io/github/stars/yuankunzhang/charming?style=social\"/\u003e : A visualization library for Rust.\r\n\r\n\r\n\r\n\r\n## Machine Learning\r\n\r\n  - ### Machine Learning Framework\r\n\r\n    - [Candle](https://github.com/huggingface/candle) \u003cimg src=\"https://img.shields.io/github/stars/huggingface/candle?style=social\"/\u003e : Minimalist ML framework for Rust.\r\n\r\n    - [Safetensors](https://github.com/huggingface/safetensors) \u003cimg src=\"https://img.shields.io/github/stars/huggingface/safetensors?style=social\"/\u003e : Simple, safe way to store and distribute tensors. [huggingface.co/docs/safetensors](https://huggingface.co/docs/safetensors/index)\r\n\r\n    - [Tokenizers](https://github.com/huggingface/tokenizers) \u003cimg src=\"https://img.shields.io/github/stars/huggingface/tokenizers?style=social\"/\u003e : 💥 Fast State-of-the-Art Tokenizers optimized for Research and Production. [huggingface.co/docs/tokenizers](https://huggingface.co/docs/tokenizers/index)\r\n\r\n    - [ToluClassics/candle-tutorial](https://github.com/ToluClassics/candle-tutorial) \u003cimg src=\"https://img.shields.io/github/stars/ToluClassics/candle-tutorial?style=social\"/\u003e : Tutorial for Porting PyTorch Transformer Models to Candle (Rust).\r\n\r\n    - [Burn](https://github.com/burn-rs/burn) \u003cimg src=\"https://img.shields.io/github/stars/burn-rs/burn?style=social\"/\u003e : Burn - A Flexible and Comprehensive Deep Learning Framework in Rust. [burn-rs.github.io/](https://burn-rs.github.io/)\r\n\r\n    - [dfdx](https://github.com/coreylowman/dfdx) \u003cimg src=\"https://img.shields.io/github/stars/coreylowman/dfdx?style=social\"/\u003e : Deep learning in Rust, with shape checked tensors and neural networks.\r\n\r\n    - [luminal](https://github.com/jafioti/luminal) \u003cimg src=\"https://img.shields.io/github/stars/jafioti/luminal?style=social\"/\u003e : Deep learning at the speed of light. [www.luminalai.com/](https://www.luminalai.com/)\r\n\r\n    - [crabml](https://github.com/crabml/crabml) \u003cimg src=\"https://img.shields.io/github/stars/crabml/crabml?style=social\"/\u003e : crabml is focusing on the reimplementation of GGML using the Rust programming language.\r\n\r\n    - [TensorFlow Rust](https://github.com/tensorflow/rust) \u003cimg src=\"https://img.shields.io/github/stars/tensorflow/rust?style=social\"/\u003e : Rust language bindings for TensorFlow.\r\n\r\n    - [tch-rs](https://github.com/LaurentMazare/tch-rs) \u003cimg src=\"https://img.shields.io/github/stars/LaurentMazare/tch-rs?style=social\"/\u003e : Rust bindings for the C++ api of PyTorch.\r\n\r\n    - [tract](https://github.com/sonos/tract) \u003cimg src=\"https://img.shields.io/github/stars/sonos/tract?style=social\"/\u003e : Sonos' Neural Network inference engine. Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference\r\n\r\n    - [ort](https://github.com/pykeio/ort) \u003cimg src=\"https://img.shields.io/github/stars/pykeio/ort?style=social\"/\u003e : A Rust wrapper for ONNX Runtime. [docs.rs/ort](https://docs.rs/ort/latest/ort/)\r\n\r\n    - [arrayfire-rust](https://github.com/arrayfire/arrayfire-rust) \u003cimg src=\"https://img.shields.io/github/stars/arrayfire/arrayfire-rust?style=social\"/\u003e : Rust wrapper for [ArrayFire](https://github.com/arrayfire/arrayfire). [ArrayFire](https://github.com/arrayfire/arrayfire) is a high performance library for parallel computing with an easy-to-use API. It enables users to write scientific computing code that is portable across CUDA, OpenCL and CPU devices.\r\n\r\n    - [Linfa](https://github.com/rust-ml/linfa) \u003cimg src=\"https://img.shields.io/github/stars/rust-ml/linfa?style=social\"/\u003e : A Rust machine learning framework. Linfa aims to provide a comprehensive toolkit to build Machine Learning applications with Rust.\r\n\r\n    - [Juice](https://github.com/spearow/juice) \u003cimg src=\"https://img.shields.io/github/stars/spearow/juice?style=social\"/\u003e : The Hacker's Machine Learning Engine.\r\n\r\n    - [autograph](https://github.com/charles-r-earp/autograph) \u003cimg src=\"https://img.shields.io/github/stars/charles-r-earp/autograph?style=social\"/\u003e : A machine learning library for Rust.\r\n\r\n    - [SmartCore](https://github.com/smartcorelib/smartcore) \u003cimg src=\"https://img.shields.io/github/stars/smartcorelib/smartcore?style=social\"/\u003e : The most advanced machine learning library in Rust. SmartCore is a comprehensive library for machine learning and numerical computing. The library provides a set of tools for linear algebra, numerical computing, optimization, and enables a generic, powerful yet still efficient approach to machine learning. [smartcorelib.org/](https://smartcorelib.org/)\r\n\r\n    - [onnxruntime-rs](https://github.com/nbigaouette/onnxruntime-rs) \u003cimg src=\"https://img.shields.io/github/stars/nbigaouette/onnxruntime-rs?style=social\"/\u003e : This is an attempt at a Rust wrapper for [Microsoft's ONNX Runtime](https://github.com/microsoft/onnxruntime) (version 1.8).\r\n\r\n    - [Wonnx](https://github.com/webonnx/wonnx) \u003cimg src=\"https://img.shields.io/github/stars/webonnx/wonnx?style=social\"/\u003e : Wonnx is a GPU-accelerated ONNX inference run-time written 100% in Rust, ready for the web.\r\n\r\n    - [altius](https://github.com/maekawatoshiki/altius) \u003cimg src=\"https://img.shields.io/github/stars/maekawatoshiki/altius?style=social\"/\u003e : Small ONNX inference runtime written in Rust.\r\n\r\n    - [goldstraw/RustCNN](https://github.com/goldstraw/RustCNN) \u003cimg src=\"https://img.shields.io/github/stars/goldstraw/RustCNN?style=social\"/\u003e : Rust convolutional neural network from scratch.\r\n\r\n    - [goldstraw/RustTransformer](https://github.com/goldstraw/RustTransformer) \u003cimg src=\"https://img.shields.io/github/stars/goldstraw/RustTransformer?style=social\"/\u003e : A transformer built from scratch in Rust.\r\n\r\n    - [elftausend/gradients](https://github.com/elftausend/gradients) \u003cimg src=\"https://img.shields.io/github/stars/elftausend/gradients?style=social\"/\u003e : Deep Learning library using [custos](https://github.com/elftausend/custos) and [custos-math](https://github.com/elftausend/custos-math).\r\n\r\n    - [michaelmelanson/spiking-neural-net](https://github.com/michaelmelanson/spiking-neural-net) \u003cimg src=\"https://img.shields.io/github/stars/michaelmelanson/spiking-neural-net?style=social\"/\u003e : A spiking neural network simulation library.\r\n\r\n    - [AnicetNgrt/neural_networks_rust](https://github.com/AnicetNgrt/neural_networks_rust) \u003cimg src=\"https://img.shields.io/github/stars/AnicetNgrt/neural_networks_rust?style=social\"/\u003e : Implementing NNs \u0026 other machine learning utils in Rust from scratch.\r\n\r\n    - [herrmann/rustorch](https://github.com/herrmann/rustorch) \u003cimg src=\"https://img.shields.io/github/stars/herrmann/rustorch?style=social\"/\u003e : \"PyTorch in Rust\".\r\n\r\n    - [michaelgiba/ggml-rs](https://github.com/michaelgiba/ggml-rs) \u003cimg src=\"https://img.shields.io/github/stars/michaelgiba/ggml-rs?style=social\"/\u003e : Work in progress rust bindings to ggml.\r\n\r\n    - [KerfuffleV2/ggml-sys-bleedingedge](https://github.com/KerfuffleV2/ggml-sys-bleedingedge) \u003cimg src=\"https://img.shields.io/github/stars/KerfuffleV2/ggml-sys-bleedingedge?style=social\"/\u003e : Bleeding edge low level Rust binding for GGML.\r\n\r\n    - [PABannier/rust-ggml](https://github.com/PABannier/rust-ggml) \u003cimg src=\"https://img.shields.io/github/stars/PABannier/rust-ggml?style=social\"/\u003e : Rust bindings for C tensor library ggml.\r\n\r\n    - [KerfuffleV2/rusty-ggml](https://github.com/KerfuffleV2/rusty-ggml) \u003cimg src=\"https://img.shields.io/github/stars/KerfuffleV2/rusty-ggml?style=social\"/\u003e : GGML bindings that aim to be idiomatic Rust rather than directly corresponding to the C/C++ interface.\r\n\r\n    - [danforbes/ggml-rs-bindings](https://github.com/danforbes/ggml-rs-bindings) \u003cimg src=\"https://img.shields.io/github/stars/danforbes/ggml-rs-bindings?style=social\"/\u003e : This is a personal educational project for learning more about [rustformers/llm](https://github.com/rustformers/llm), from which almost all of the code in this repository was copied.\r\n\r\n    - [kurtschelfthout/tensorken](https://github.com/kurtschelfthout/tensorken) \u003cimg src=\"https://img.shields.io/github/stars/kurtschelfthout/tensorken?style=social\"/\u003e : A fun, hackable, GPU-accelerated, neural network library in Rust, written by an idiot.\r\n\r\n    - [Orion](https://github.com/gizatechxyz/orion) \u003cimg src=\"https://img.shields.io/github/stars/gizatechxyz/orion?style=social\"/\u003e : Orion: An Open-source Framework for Validity and ZK ML ✨. ONNX Runtime in Cairo 1.0 for verifiable ML inference using STARK. [orion.gizatech.xyz](https://orion.gizatech.xyz/)\r\n\r\n    - [franalgaba/neural-network-cairo](https://github.com/franalgaba/neural-network-cairo) \u003cimg src=\"https://img.shields.io/github/stars/franalgaba/neural-network-cairo?style=social\"/\u003e : Neural Network implementation from scratch for MNIST using Cairo 1.0.\r\n\r\n    - [raphaelDkhn/cairo_ml](https://github.com/raphaelDkhn/cairo_ml) \u003cimg src=\"https://img.shields.io/github/stars/raphaelDkhn/cairo_ml?style=social\"/\u003e : Build neural network models in Cairo 1.0.\r\n\r\n\r\n\r\n\r\n\r\n​\r\n  - ### Large Language Model\r\n\r\n    - [sobelio/llm-chain](https://github.com/sobelio/llm-chain) \u003cimg src=\"https://img.shields.io/github/stars/sobelio/llm-chain?style=social\"/\u003e : llm-chain 🚀 is a collection of Rust crates designed to help you create advanced LLM applications such as chatbots, agents, and more. As a comprehensive LLM-Ops platform we have strong support for both cloud and locally-hosted LLMs. [llm-chain.xyz](https://llm-chain.xyz/)\r\n\r\n    - [Abraxas-365/langchain-rust](https://github.com/Abraxas-365/langchain-rust) \u003cimg src=\"https://img.shields.io/github/stars/Abraxas-365/langchain-rust?style=social\"/\u003e : 🦜️🔗LangChain for Rust, the easiest way to write LLM-based programs in Rust.\r\n\r\n    - [EricLBuehler/mistral.rs](https://github.com/EricLBuehler/mistral.rs) \u003cimg src=\"https://img.shields.io/github/stars/EricLBuehler/mistral.rs?style=social\"/\u003e : Blazingly fast LLM inference. Mistral.rs is a fast LLM inference platform supporting inference on a variety of devices, quantization, and easy-to-use application with an Open-AI API compatible HTTP server and Python bindings.\r\n\r\n    - [edgenai/edgen](https://github.com/edgenai/edgen) \u003cimg src=\"https://img.shields.io/github/stars/edgenai/edgen?style=social\"/\u003e : ⚡ Edgen: Local, private GenAI server alternative to OpenAI. No GPU required. Run AI models locally: LLMs (Llama2, Mistral, Mixtral...), Speech-to-text (whisper) and many others. [docs.edgen.co/](https://docs.edgen.co/)\r\n\r\n    - [edgenai/llama_cpp-rs](https://github.com/edgenai/llama_cpp-rs) \u003cimg src=\"https://img.shields.io/github/stars/edgenai/llama_cpp-rs?style=social\"/\u003e : High-level, optionally asynchronous Rust bindings to llama.cpp.\r\n\r\n    - [coreylowman/llama-dfdx](https://github.com/coreylowman/llama-dfdx) \u003cimg src=\"https://img.shields.io/github/stars/coreylowman/llama-dfdx?style=social\"/\u003e : [LLaMa 7b](https://ai.facebook.com/blog/large-language-model-llama-meta-ai/) with CUDA acceleration implemented in rust. Minimal GPU memory needed!\r\n\r\n    - [edgenai/llama_cpp-rs](https://github.com/edgenai/llama_cpp-rs) \u003cimg src=\"https://img.shields.io/github/stars/edgenai/llama_cpp-rs?style=social\"/\u003e : High-level, optionally asynchronous Rust bindings to llama.cpp.\r\n\r\n    - [srush/llama2.rs](https://github.com/srush/llama2.rs) \u003cimg src=\"https://img.shields.io/github/stars/srush/llama2.rs?style=social\"/\u003e : A fast llama2 decoder in pure Rust.\r\n\r\n    - [gaxler/llama2.rs](https://github.com/gaxler/llama2.rs) \u003cimg src=\"https://img.shields.io/github/stars/gaxler/llama2.rs?style=social\"/\u003e : Inference Llama 2 in one file of pure Rust 🦀\r\n\r\n    - [Llama2-burn](https://github.com/Gadersd/llama2-burn) \u003cimg src=\"https://img.shields.io/github/stars/Gadersd/llama2-burn?style=social\"/\u003e : Llama2 LLM ported to Rust burn.\r\n\r\n    - [whisper-burn](https://github.com/Gadersd/whisper-burn) \u003cimg src=\"https://img.shields.io/github/stars/Gadersd/whisper-burn?style=social\"/\u003e : A Rust implementation of OpenAI's Whisper model using the burn framework.\r\n\r\n    - [stable-diffusion-burn](https://github.com/Gadersd/stable-diffusion-burn) \u003cimg src=\"https://img.shields.io/github/stars/Gadersd/stable-diffusion-burn?style=social\"/\u003e : Stable Diffusion v1.4 ported to Rust's burn framework.\r\n\r\n    - [tazz4843/whisper-rs](https://github.com/tazz4843/whisper-rs) \u003cimg src=\"https://img.shields.io/github/stars/tazz4843/whisper-rs?style=social\"/\u003e : Rust bindings to [whisper.cpp](https://github.com/ggerganov/whisper.cpp).\r\n\r\n    - [rustformers/llm](https://github.com/rustformers/llm) \u003cimg src=\"https://img.shields.io/github/stars/rustformers/llm?style=social\"/\u003e : Run inference for Large Language Models on CPU, with Rust 🦀🚀🦙.\r\n\r\n    - [Chidori](https://github.com/ThousandBirdsInc/chidori) \u003cimg src=\"https://img.shields.io/github/stars/ThousandBirdsInc/chidori?style=social\"/\u003e : A reactive runtime for building durable AI agents. [docs.thousandbirds.ai](https://docs.thousandbirds.ai/).\r\n\r\n    - [Atome-FE/llama-node](https://github.com/Atome-FE/llama-node) \u003cimg src=\"https://img.shields.io/github/stars/Atome-FE/llama-node?style=social\"/\u003e : Believe in AI democratization. llama for nodejs backed by llama-rs and llama.cpp, work locally on your laptop CPU. support llama/alpaca/gpt4all/vicuna model. [www.npmjs.com/package/llama-node](https://www.npmjs.com/package/llama-node)\r\n\r\n    - [Noeda/rllama](https://github.com/Noeda/rllama) \u003cimg src=\"https://img.shields.io/github/stars/Noeda/rllama?style=social\"/\u003e : Rust+OpenCL+AVX2 implementation of LLaMA inference code.\r\n\r\n    - [lencx/ChatGPT](https://github.com/lencx/ChatGPT) \u003cimg src=\"https://img.shields.io/github/stars/lencx/ChatGPT?style=social\"/\u003e : 🔮 ChatGPT Desktop Application (Mac, Windows and Linux). [NoFWL](https://app.nofwl.com/).\r\n\r\n    - [Synaptrix/ChatGPT-Desktop](https://github.com/Synaptrix/ChatGPT-Desktop) \u003cimg src=\"https://img.shields.io/github/stars/Synaptrix/ChatGPT-Desktop?style=social\"/\u003e : Fuel your productivity with ChatGPT-Desktop - Blazingly fast and supercharged!\r\n\r\n    - [Poordeveloper/chatgpt-app](https://github.com/Poordeveloper/chatgpt-app) \u003cimg src=\"https://img.shields.io/github/stars/Poordeveloper/chatgpt-app?style=social\"/\u003e : A ChatGPT App for all platforms. Built with Rust + Tauri + Vue + Axum.\r\n\r\n    - [mxismean/chatgpt-app](https://github.com/mxismean/chatgpt-app) \u003cimg src=\"https://img.shields.io/github/stars/mxismean/chatgpt-app?style=social\"/\u003e : Tauri 项目：ChatGPT App.\r\n\r\n    - [sonnylazuardi/chat-ai-desktop](https://github.com/sonnylazuardi/chat-ai-desktop) \u003cimg src=\"https://img.shields.io/github/stars/sonnylazuardi/chat-ai-desktop?style=social\"/\u003e : Chat AI Desktop App. Unofficial ChatGPT desktop app for Mac \u0026 Windows menubar using Tauri \u0026 Rust.\r\n\r\n    - [yetone/openai-translator](https://github.com/yetone/openai-translator) \u003cimg src=\"https://img.shields.io/github/stars/yetone/openai-translator?style=social\"/\u003e : The translator that does more than just translation - powered by OpenAI.\r\n\r\n    - [m1guelpf/browser-agent](https://github.com/m1guelpf/browser-agent) \u003cimg src=\"https://img.shields.io/github/stars/m1guelpf/browser-agent?style=social\"/\u003e : A browser AI agent, using GPT-4. [docs.rs/browser-agent](https://docs.rs/browser-agent/latest/browser_agent/)\r\n\r\n    - [sigoden/aichat](https://github.com/sigoden/aichat) \u003cimg src=\"https://img.shields.io/github/stars/sigoden/aichat?style=social\"/\u003e : Using ChatGPT/GPT-3.5/GPT-4 in the terminal.\r\n\r\n    - [uiuifree/rust-openai-chatgpt-api](https://github.com/uiuifree/rust-openai-chatgpt-api) \u003cimg src=\"https://img.shields.io/github/stars/uiuifree/rust-openai-chatgpt-api?style=social\"/\u003e : \"rust-openai-chatgpt-api\" is a Rust library for accessing the ChatGPT API, a powerful NLP platform by OpenAI. The library provides a simple and efficient interface for sending requests and receiving responses, including chat. It uses reqwest and serde for HTTP requests and JSON serialization.\r\n\r\n    - [1595901624/gpt-aggregated-edition](https://github.com/1595901624/gpt-aggregated-edition) \u003cimg src=\"https://img.shields.io/github/stars/1595901624/gpt-aggregated-edition?style=social\"/\u003e : 聚合ChatGPT官方版、ChatGPT免费版、文心一言、Poe、chatchat等多平台，支持自定义导入平台。\r\n\r\n    - [Cormanz/smartgpt](https://github.com/Cormanz/smartgpt) \u003cimg src=\"https://img.shields.io/github/stars/Cormanz/smartgpt?style=social\"/\u003e : A program that provides LLMs with the ability to complete complex tasks using plugins.\r\n\r\n    - [femtoGPT](https://github.com/keyvank/femtoGPT) \u003cimg src=\"https://img.shields.io/github/stars/keyvank/femtoGPT?style=social\"/\u003e : femtoGPT is a pure Rust implementation of a minimal Generative Pretrained Transformer. [discord.gg/wTJFaDVn45](https://github.com/keyvank/femtoGPT)\r\n\r\n    - [shafishlabs/llmchain-rs](https://github.com/shafishlabs/llmchain-rs) \u003cimg src=\"https://img.shields.io/github/stars/shafishlabs/llmchain-rs?style=social\"/\u003e : 🦀Rust + Large Language Models - Make AI Services Freely and Easily. Inspired by LangChain.\r\n\r\n    - [flaneur2020/llama2.rs](https://github.com/flaneur2020/llama2.rs) \u003cimg src=\"https://img.shields.io/github/stars/flaneur2020/llama2.rs?style=social\"/\u003e : An rust reimplementatin of [https://github.com/karpathy/llama2.c](https://github.com/karpathy/llama2.c).\r\n\r\n    - [Heng30/chatbox](https://github.com/Heng30/chatbox) \u003cimg src=\"https://img.shields.io/github/stars/Heng30/chatbox?style=social\"/\u003e : A Chatbot for OpenAI ChatGPT. Based on Slint-ui and Rust.\r\n\r\n    - [fairjm/dioxus-openai-qa-gui](https://github.com/fairjm/dioxus-openai-qa-gui) \u003cimg src=\"https://img.shields.io/github/stars/fairjm/dioxus-openai-qa-gui?style=social\"/\u003e : a simple openai qa desktop app built with dioxus.\r\n\r\n    - [purton-tech/bionicgpt](https://github.com/purton-tech/bionicgpt) \u003cimg src=\"https://img.shields.io/github/stars/purton-tech/bionicgpt?style=social\"/\u003e : Accelerate LLM adoption in your organisation. Chat with your confidential data safely and securely. [bionic-gpt.com](https://bionic-gpt.com/)\r\n\r\n    - [rustai-solutions/candle_demo_openchat_35](https://github.com/rustai-solutions/candle_demo_openchat_35) \u003cimg src=\"https://img.shields.io/github/stars/rustai-solutions/candle_demo_openchat_35?style=social\"/\u003e : candle_demo_openchat_35.\r\n\r\n    - [InfiniTensor/transformer-rs](https://github.com/InfiniTensor/transformer-rs) \u003cimg src=\"https://img.shields.io/github/stars/InfiniTensor/transformer-rs?style=social\"/\u003e : 从 [YdrMaster/llama2.rs](https://github.com/YdrMaster/llama2.rs) 发展来的手写 transformer 模型项目。\r\n\r\n\r\n\r\n\r\n  - ### AI Generated Content\r\n\r\n    - [pykeio/diffusers](https://github.com/pykeio/diffusers) \u003cimg src=\"https://img.shields.io/github/stars/pykeio/diffusers?style=social\"/\u003e : modular Rust library for optimized Stable Diffusion inference 🔮 [docs.rs/pyke-diffusers](https://docs.rs/pyke-diffusers/latest/pyke_diffusers/)\r\n\r\n\r\n\r\n\r\n\r\n  - ### Object Detection\r\n\r\n    - [usls](https://github.com/jamjamjon/usls) \u003cimg src=\"https://img.shields.io/github/stars/jamjamjon/usls?style=social\"/\u003e : A Rust library integrated with ONNXRuntime, providing a collection of Computer Vison and Vision-Language models.\r\n    \r\n    - [ptaxom/pnn](https://github.com/ptaxom/pnn) \u003cimg src=\"https://img.shields.io/github/stars/ptaxom/pnn?style=social\"/\u003e : pnn is [Darknet](https://github.com/alexeyAB/darknet) compatible neural nets inference engine implemented in Rust. By optimizing was achieved significant performance increment(especially in FP16 mode). pnn provide CUDNN-based and TensorRT-based inference engines.\r\n\r\n    - [bencevans/rust-opencv-yolov5](https://github.com/bencevans/rust-opencv-yolov5) \u003cimg src=\"https://img.shields.io/github/stars/bencevans/rust-opencv-yolov5?style=social\"/\u003e : YOLOv5 Inference with ONNX \u0026 OpenCV in Rust.\r\n\r\n    - [masc-it/yolov5-api-rust](https://github.com/masc-it/yolov5-api-rust) \u003cimg src=\"https://img.shields.io/github/stars/masc-it/yolov5-api-rust?style=social\"/\u003e : Rust API to run predictions with YoloV5 models.\r\n\r\n    - [AndreyGermanov/yolov8_onnx_rust](https://github.com/AndreyGermanov/yolov8_onnx_rust) \u003cimg src=\"https://img.shields.io/github/stars/AndreyGermanov/yolov8_onnx_rust?style=social\"/\u003e : YOLOv8 inference using Rust.\r\n\r\n    - [igor-yusupov/rusty-yolo](https://github.com/igor-yusupov/rusty-yolo) \u003cimg src=\"https://img.shields.io/github/stars/igor-yusupov/rusty-yolo?style=social\"/\u003e : rusty-yolo.\r\n\r\n    - [gsuyemoto/yolo-rust](https://github.com/gsuyemoto/yolo-rust) \u003cimg src=\"https://img.shields.io/github/stars/gsuyemoto/yolo-rust?style=social\"/\u003e : Run YOLO computer vision model using Rust and OpenCV and/or Torch.\r\n\r\n    - [alianse777/darknet-rust](https://github.com/alianse777/darknet-rust) \u003cimg src=\"https://img.shields.io/github/stars/alianse777/darknet-rust?style=social\"/\u003e : A Rust wrapper for Darknet, an open source neural network framework written in C and CUDA. [pjreddie.com/darknet/](https://pjreddie.com/darknet/)\r\n\r\n    - [12101111/yolo-rs](https://github.com/12101111/yolo-rs) \u003cimg src=\"https://img.shields.io/github/stars/12101111/yolo-rs?style=social\"/\u003e : Yolov3 \u0026 Yolov4 with TVM and rust.\r\n\r\n    - [TKGgunter/yolov4_tiny_rs](https://github.com/TKGgunter/yolov4_tiny_rs) \u003cimg src=\"https://img.shields.io/github/stars/TKGgunter/yolov4_tiny_rs?style=social\"/\u003e : A rust implementation of yolov4_tiny algorithm.\r\n\r\n    - [flixstn/You-Only-Look-Once](https://github.com/flixstn/You-Only-Look-Once) \u003cimg src=\"https://img.shields.io/github/stars/flixstn/You-Only-Look-Once?style=social\"/\u003e : A Rust implementation of Yolo for object detection and tracking.\r\n\r\n    - [lenna-project/yolo-plugin](https://github.com/lenna-project/yolo-plugin) \u003cimg src=\"https://img.shields.io/github/stars/lenna-project/yolo-plugin?style=social\"/\u003e : Yolo Object Detection Plugin for Lenna.\r\n\r\n    - [laclouis5/globox-rs](https://github.com/laclouis5/globox-rs) \u003cimg src=\"https://img.shields.io/github/stars/laclouis5/globox-rs?style=social\"/\u003e : Object detection toolbox for parsing, converting and evaluating bounding box annotations.\r\n\r\n    - [metobom/tchrs-opencv-webcam-inference](https://github.com/metobom/tchrs-opencv-webcam-inference) \u003cimg src=\"https://img.shields.io/github/stars/metobom/tchrs-opencv-webcam-inference?style=social\"/\u003e : This example shows steps for running a Python trained model on webcam feed with opencv and tch-rs. Model will run on GPU.\r\n\r\n\r\n\r\n\r\n\r\n\r\n## Design Pattern\r\n\r\n  - [fadeevab/design-patterns-rust](https://github.com/fadeevab/design-patterns-rust) \u003cimg src=\"https://img.shields.io/github/stars/fadeevab/design-patterns-rust?style=social\"/\u003e : Rust examples for all 23 classic GoF design patterns, and even a little more.\r\n\r\n  - [lpxxn/rust-design-pattern](https://github.com/lpxxn/rust-design-pattern) \u003cimg src=\"https://img.shields.io/github/stars/lpxxn/rust-design-pattern?style=social\"/\u003e : Rust Design Patterns.\r\n\r\n\r\n\r\n## Static Variables\r\n\r\n  - [typed-arena](https://github.com/rust-lang-nursery/lazy-static.rs) \u003cimg src=\"https://img.shields.io/github/stars/rust-lang-nursery/lazy-static.rs?style=social\"/\u003e : A small macro for defining lazy evaluated static variables in Rust.\r\n\r\n\r\n\r\n\r\n## Memory Allocator\r\n\r\n  - [typed-arena](https://github.com/thomcc/rust-typed-arena) \u003cimg src=\"https://img.shields.io/github/stars/thomcc/rust-typed-arena?style=social\"/\u003e : A fast (but limited) allocation arena for values of a single type.\r\n\r\n  - [bumpalo](https://github.com/fitzgen/bumpalo) \u003cimg src=\"https://img.shields.io/github/stars/fitzgen/bumpalo?style=social\"/\u003e : A fast bump allocation arena for Rust. [docs.rs/bumpalo](https://docs.rs/bumpalo/latest/bumpalo/)\r\n\r\n  - [generational-arena](https://github.com/fitzgen/generational-arena) \u003cimg src=\"https://img.shields.io/github/stars/fitzgen/generational-arena?style=social\"/\u003e : A safe arena allocator that allows deletion without suffering from the ABA problem by using generational indices. [docs.rs/generational-arena](https://docs.rs/generational-arena/latest/generational_arena/)\r\n\r\n  - [tikv/jemallocator](https://github.com/tikv/jemallocator) \u003cimg src=\"https://img.shields.io/github/stars/tikv/jemallocator?style=social\"/\u003e : Rust allocator using jemalloc as a backend.\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n## Embedded Development\r\n\r\n  - [stm32-rs](https://github.com/stm32-rs) : Community Rust support projects for STM32 microcontrollers.\r\n\r\n  - [rust-embedded](https://github.com/rust-embedded) : Enabling usage of Rust on Embedded Platforms (Embedded Linux / RTOS / Bare Metal).\r\n\r\n  - [RTIC](https://github.com/rtic-rs/rtic) \u003cimg src=\"https://img.shields.io/github/stars/rtic-rs/rtic?style=social\"/\u003e : Real-Time Interrupt-driven Concurrency (RTIC) framework for ARM Cortex-M microcontrollers. [rtic.rs](https://rtic.rs/)\r\n\r\n  - [Embassy](https://github.com/embassy-rs/embassy) \u003cimg src=\"https://img.shields.io/github/stars/embassy-rs/embassy?style=social\"/\u003e : Modern embedded framework, using Rust and async. [embassy.dev](https://embassy.dev/)\r\n\r\n  - [rust-raspberrypi-OS-tutorials](https://github.com/rust-embedded/rust-raspberrypi-OS-tutorials) \u003cimg src=\"https://img.shields.io/github/stars/rust-embedded/rust-raspberrypi-OS-tutorials?style=social\"/\u003e :  📚 Learn to write an embedded OS in Rust 🦀\r\n\r\n  - [Tock](https://github.com/tock/tock) \u003cimg src=\"https://img.shields.io/github/stars/tock/tock?style=social\"/\u003e : A secure embedded operating system for microcontrollers. [www.tockos.org](https://www.tockos.org/)\r\n\r\n  - [lobaro/FreeRTOS-rust](https://github.com/lobaro/FreeRTOS-rust) \u003cimg src=\"https://img.shields.io/github/stars/lobaro/FreeRTOS-rust?style=social\"/\u003e : This project is based on code from [freertos.rs](https://github.com/hashmismatch/freertos.rs) and some additions to simplify the usage of [FreeRTOS](https://github.com/FreeRTOS/FreeRTOS-Kernel) in embedded applications written in Rust.\r\n\r\n  - [Exein-io/pulsar](https://github.com/Exein-io/pulsar) \u003cimg src=\"https://img.shields.io/github/stars/Exein-io/pulsar?style=social\"/\u003e : A modular and blazing fast runtime security framework for the IoT, powered by eBPF. [pulsar.sh](https://pulsar.sh/)\r\n\r\n\r\n\r\n\r\n\r\n## General Operating System\r\n\r\n  - [BlogOS](https://github.com/phil-opp/blog_os) \u003cimg src=\"https://img.shields.io/github/stars/phil-opp/blog_os?style=social\"/\u003e : This repository contains the source code for the Writing an OS in Rust series at [os.phil-opp.com](https://os.phil-opp.com/).\r\n\r\n  - [rCore-Tutorial-v3](https://github.com/chyyuu/os_kernel_lab) \u003cimg src=\"https://img.shields.io/github/stars/chyyuu/os_kernel_lab?style=social\"/\u003e : OS kernel labs based on Rust/C Lang \u0026 RISC-V 64/X86-32.\r\n\r\n  - [rCore](https://github.com/rcore-os/rCore) \u003cimg src=\"https://img.shields.io/github/stars/rcore-os/rCore?style=social\"/\u003e : Rust version of THU uCore OS. Linux compatible.\r\n\r\n  - [zCore](https://github.com/rcore-os/zCore) \u003cimg src=\"https://img.shields.io/github/stars/rcore-os/zCore?style=social\"/\u003e : Reimplement Zircon microkernel in Rust.\r\n\r\n  - [RustSBI](https://github.com/rustsbi/rustsbi) \u003cimg src=\"https://img.shields.io/github/stars/rustsbi/rustsbi?style=social\"/\u003e : RISC-V Supervisor Binary Interface (RISC-V SBI) implementation library in Rust; runs on M or HS mode; good support for embedded Rust ecosystem.\r\n\r\n  - [writing-an-os-in-rust](https://github.com/rustcc/writing-an-os-in-rust) \u003cimg src=\"https://img.shields.io/github/stars/rustcc/writing-an-os-in-rust?style=social\"/\u003e : 《使用Rust编写操作系统》\r\n\r\n  - [Theseus](https://github.com/theseus-os/Theseus) \u003cimg src=\"https://img.shields.io/github/stars/theseus-os/Theseus?style=social\"/\u003e : Theseus is a modern OS written from scratch in Rust that explores 𝐢𝐧𝐭𝐫𝐚𝐥𝐢𝐧𝐠𝐮𝐚𝐥 𝐝𝐞𝐬𝐢𝐠𝐧, novel OS structure, and state management.\r\n\r\n  - [snarkOS](https://github.com/AleoHQ/snarkOS) \u003cimg src=\"https://img.shields.io/github/stars/AleoHQ/snarkOS?style=social\"/\u003e : A Decentralized Operating System for Zero-Knowledge Applications.\r\n\r\n  - [thepowersgang/rust_os](https://github.com/thepowersgang/rust_os) \u003cimg src=\"https://img.shields.io/github/stars/thepowersgang/rust_os?style=social\"/\u003e : An OS kernel written in rust. Non POSIX.\r\n\r\n  - [MOROS](https://github.com/vinc/moros) \u003cimg src=\"https://img.shields.io/github/stars/vinc/moros?style=social\"/\u003e : MOROS: Obscure Rust Operating System 🦉\r\n\r\n  - [EuraliOS](https://github.com/bendudson/EuraliOS) \u003cimg src=\"https://img.shields.io/github/stars/bendudson/EuraliOS?style=social\"/\u003e : A hobby x86-64 operating system written in Rust.\r\n\r\n  - [SIMDeez](https://github.com/arduano/simdeez) \u003cimg src=\"https://img.shields.io/github/stars/arduano/simdeez?style=social\"/\u003e : A library that abstracts over SIMD instruction sets, including ones with differing widths. SIMDeez is designed to allow you to write a function one time and produce SSE2, SSE41, and AVX2 versions of the function.\r\n\r\n  - [yavkOS](https://github.com/yavko/yavkOS) \u003cimg src=\"https://img.shields.io/github/stars/yavko/yavkOS?style=social\"/\u003e : Operating system based off of blog_os, with the goal of running wasm modules as executables.\r\n\r\n  - [Felix OS](https://github.com/mrgian/felix) \u003cimg src=\"https://img.shields.io/github/stars/mrgian/felix?style=social\"/\u003e : 🐱 x86 operating system. Felix is my attempt at writing an x86 operating system. It's written completely from scratch in Rust and doesn't use any external dependencies.\r\n\r\n  - [jdreaver/rust-os](https://github.com/jdreaver/rust-os) \u003cimg src=\"https://img.shields.io/github/stars/jdreaver/rust-os?style=social\"/\u003e : Creating a bare metal OS in Rust.\r\n\r\n  - [r9os/r9](https://github.com/r9os/r9) \u003cimg src=\"https://img.shields.io/github/stars/r9os/r9?style=social\"/\u003e : The R9 operating system.\r\n\r\n\r\n\r\n\r\n## Robot Operating System\r\n\r\n  - [micro-ROS for Arduino](https://github.com/micro-ROS/micro_ros_arduino) \u003cimg src=\"https://img.shields.io/github/stars/micro-ROS/micro_ros_arduino?style=social\"/\u003e : micro-ROS library for Arduino.\r","projects_url":"https://awesome.ecosyste.ms/api/v1/lists/coderonion%2Fawesome-rust-list/projects"}