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awesome-rust-list

This repository lists some awesome public Rust projects, Videos, Blogs and Jobs.
https://github.com/coderonion/awesome-rust-list

Last synced: 8 days ago
JSON representation

  • Machine Learning

    • PABannier/rust-ggml - ggml?style=social"/> : Rust bindings for C tensor library ggml.
    • KerfuffleV2/rusty-ggml - ggml?style=social"/> : GGML bindings that aim to be idiomatic Rust rather than directly corresponding to the C/C++ interface.
    • kurtschelfthout/tensorken - accelerated, neural network library in Rust, written by an idiot.
    • sobelio/llm-chain - chain?style=social"/> : 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/)
    • Abraxas-365/langchain-rust - 365/langchain-rust?style=social"/> : 🦜️🔗LangChain for Rust, the easiest way to write LLM-based programs in Rust.
    • EricLBuehler/mistral.rs - to-use application with an Open-AI API compatible HTTP server and Python bindings.
    • edgenai/edgen - to-text (whisper) and many others. [docs.edgen.co/](https://docs.edgen.co/)
    • edgenai/llama_cpp-rs - rs?style=social"/> : High-level, optionally asynchronous Rust bindings to llama.cpp.
    • coreylowman/llama-dfdx - dfdx?style=social"/> : [LLaMa 7b](https://ai.facebook.com/blog/large-language-model-llama-meta-ai/) with CUDA acceleration implemented in rust. Minimal GPU memory needed!
    • srush/llama2.rs
    • gaxler/llama2.rs
    • Llama2-burn - burn?style=social"/> : Llama2 LLM ported to Rust burn.
    • whisper-burn - burn?style=social"/> : A Rust implementation of OpenAI's Whisper model using the burn framework.
    • stable-diffusion-burn - diffusion-burn?style=social"/> : Stable Diffusion v1.4 ported to Rust's burn framework.
    • tazz4843/whisper-rs - rs?style=social"/> : Rust bindings to [whisper.cpp](https://github.com/ggerganov/whisper.cpp).
    • rustformers/llm
    • Chidori
    • Atome-FE/llama-node - FE/llama-node?style=social"/> : 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)
    • Noeda/rllama
    • lencx/ChatGPT
    • Synaptrix/ChatGPT-Desktop - Desktop?style=social"/> : Fuel your productivity with ChatGPT-Desktop - Blazingly fast and supercharged!
    • Poordeveloper/chatgpt-app - app?style=social"/> : A ChatGPT App for all platforms. Built with Rust + Tauri + Vue + Axum.
    • mxismean/chatgpt-app - app?style=social"/> : Tauri 项目：ChatGPT App.
    • sonnylazuardi/chat-ai-desktop - ai-desktop?style=social"/> : Chat AI Desktop App. Unofficial ChatGPT desktop app for Mac & Windows menubar using Tauri & Rust.
    • m1guelpf/browser-agent - agent?style=social"/> : A browser AI agent, using GPT-4. [docs.rs/browser-agent](https://docs.rs/browser-agent/latest/browser_agent/)
    • sigoden/aichat - 3.5/GPT-4 in the terminal.
    • uiuifree/rust-openai-chatgpt-api - openai-chatgpt-api?style=social"/> : "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.
    • 1595901624/gpt-aggregated-edition - aggregated-edition?style=social"/> : 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。
    • Cormanz/smartgpt
    • femtoGPT
    • shafishlabs/llmchain-rs - rs?style=social"/> : 🦀Rust + Large Language Models - Make AI Services Freely and Easily. Inspired by LangChain.
    • flaneur2020/llama2.rs
    • rustai-solutions/candle_demo_openchat_35 - solutions/candle_demo_openchat_35?style=social"/> : candle_demo_openchat_35.
    • pykeio/diffusers - diffusers](https://docs.rs/pyke-diffusers/latest/pyke_diffusers/)
    • usls - Language models.
    • ptaxom/pnn - based and TensorRT-based inference engines.
    • bencevans/rust-opencv-yolov5 - opencv-yolov5?style=social"/> : YOLOv5 Inference with ONNX & OpenCV in Rust.
    • masc-it/yolov5-api-rust - it/yolov5-api-rust?style=social"/> : Rust API to run predictions with YoloV5 models.
    • AndreyGermanov/yolov8_onnx_rust
    • igor-yusupov/rusty-yolo - yusupov/rusty-yolo?style=social"/> : rusty-yolo.
    • gsuyemoto/yolo-rust - rust?style=social"/> : Run YOLO computer vision model using Rust and OpenCV and/or Torch.
    • alianse777/darknet-rust - rust?style=social"/> : A Rust wrapper for Darknet, an open source neural network framework written in C and CUDA. [pjreddie.com/darknet/](https://pjreddie.com/darknet/)
    • 12101111/yolo-rs - rs?style=social"/> : Yolov3 & Yolov4 with TVM and rust.
    • TKGgunter/yolov4_tiny_rs
    • flixstn/You-Only-Look-Once - Only-Look-Once?style=social"/> : A Rust implementation of Yolo for object detection and tracking.
    • lenna-project/yolo-plugin - project/yolo-plugin?style=social"/> : Yolo Object Detection Plugin for Lenna.
    • laclouis5/globox-rs - rs?style=social"/> : Object detection toolbox for parsing, converting and evaluating bounding box annotations.
    • metobom/tchrs-opencv-webcam-inference - opencv-webcam-inference?style=social"/> : This example shows steps for running a Python trained model on webcam feed with opencv and tch-rs. Model will run on GPU.
    • yetone/openai-translator - translator?style=social"/> : The translator that does more than just translation - powered by OpenAI.
    • InfiniTensor/transformer-rs - rs?style=social"/> : 从 [YdrMaster/llama2.rs](https://github.com/YdrMaster/llama2.rs) 发展来的手写 transformer 模型项目。
    • Burn - rs/burn?style=social"/> : Burn - A Flexible and Comprehensive Deep Learning Framework in Rust. [burn-rs.github.io/](https://burn-rs.github.io/)
    • purton-tech/bionicgpt - tech/bionicgpt?style=social"/> : Accelerate LLM adoption in your organisation. Chat with your confidential data safely and securely. [bionic-gpt.com](https://bionic-gpt.com/)
    • Juice
    • InfiniTensor/transformer-rs - rs?style=social"/> : 从 [YdrMaster/llama2.rs](https://github.com/YdrMaster/llama2.rs) 发展来的手写 transformer 模型项目。
    • luminal
    • goldstraw/RustCNN
    • goldstraw/RustTransformer
    • AnicetNgrt/neural_networks_rust
    • danforbes/ggml-rs-bindings - rs-bindings?style=social"/> : 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.

  • Memory Allocator

    • typed-arena - typed-arena?style=social"/> : A fast (but limited) allocation arena for values of a single type.
    • bumpalo
    • generational-arena - arena?style=social"/> : 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/)
    • tikv/jemallocator

  • Motion Control

  • Network Service

  • Parallel and Async Library

    • Rayon - rs/rayon?style=social"/> : Rayon: A data parallelism library for Rust.
    • mpi
    • Flume - producer, multi-consumer channel. [crates.io/crates/flume](https://crates.io/crates/flume)
    • Tokio - rs/tokio?style=social"/> : A runtime for writing reliable, asynchronous, and slim applications with the Rust programming language.
    • May - Huang/may?style=social"/> : 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).
    • event-listener - rs/event-listener?style=social"/> : Notify async tasks or threads.
    • async-process - rs/async-process?style=social"/> : Async interface for working with processes.

  • Path Planning

  • Performance Benchmark

  • Remote Desktop

  • Robot Operating System

    • micro-ROS for Arduino - ROS/micro_ros_arduino?style=social"/> : micro-ROS library for Arduino.
    • dora-rs - rs/dora?style=social"/> : In 2023, AI is booming! Robotic framework however hasn't changed much in years... This is why we create dora-rs! dora-rs is a new robotic framework that brings modernity into robotic application. dora goal is to be a low latency, composable, and distributed data flow. [dora.carsmos.ai](https://dora.carsmos.ai/)
    • openrr
    • rosrust
    • ros2_rust - rust/ros2_rust?style=social"/> : Rust bindings for ROS2.
    • r2r - Easy to use, runtime-agnostic, async rust bindings for ROS2.
    • erdos - project/erdos?style=social"/> : Dataflow system for building self-driving car and robotics applications.
    • rclrust
    • RustDDS
    • ros2-client - client?style=social"/> : ROS2 client library based on RustDDS.
    • rosbag-rs - rs?style=social"/> : A pure Rust crate for reading ROS bag files.
    • rustros_tf
    • urdf-rs - rs?style=social"/> : [URDF](http://wiki.ros.org/urdf) parser using [serde-xml-rs](https://github.com/RReverser/serde-xml-rs) for rust.
    • urdf-viz - viz?style=social"/> : visualize URDF/XACRO file, URDF Viewer works on Windows/MacOS/Linux.
    • ros-nalgebra - nalgebra?style=social"/> : Generate code to convert geometry_msgs into nalgebra structs, for [rosrust](https://github.com/adnanademovic/rosrust).
    • strawlab/opencv-ros-camera - ros-camera?style=social"/> : Geometric models of OpenCV/ROS cameras for photogrammetry.
    • newpavlov/rosbag-rs - rs?style=social"/> : A pure Rust crate for reading ROS bag files.
    • RustDDS
    • ros2-client - client?style=social"/> : ROS2 client library based on RustDDS.
    • luickk/MinimalRoboticsPlatform

  • RPC Framework

    • Volo - performance and strong-extensibility Rust RPC framework that helps developers build microservices. [crates.io/crates/volo](https://crates.io/crates/volo)

  • Scientific Computation

    • rapl - 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.
    • scilib
    • mathbench - rs?style=social"/> : 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.
    • ndarray - ndarray/ndarray?style=social"/> : The ndarray crate provides an n-dimensional container for general elements and for numerics.
    • ndarray-linalg - ndarray/ndarray-linalg?style=social"/> : Linear algebra package for rust-ndarray using LAPACK binding.
    • nalgebra
    • glam - rs?style=social"/> : A simple and fast 3D math library for games and graphics.
    • russell
    • hasty - performance BLAS and LAPACK within Rust.
    • tensr - performance, cross-platform, multi-backend tensor/array library for Rust.
    • cgmath
    • ultraviolet
    • vek - 3D math swiss army knife for game engines, with SIMD support and focus on convenience.
    • static-math - math?style=social"/> : Safe and fast mathematical operations with static arrays in the Rust programming language.
    • rust-numpy - numpy?style=social"/> : PyO3-based Rust bindings of the NumPy C-API.
    • custos-math - math?style=social"/> : This crate provides CUDA, OpenCL, CPU (and Stack) based matrix operations using [custos](https://github.com/elftausend/custos).
    • bluss/matrixmultiply
    • Kai-Striega/blas-rs - Striega/blas-rs?style=social"/> : Experimental BLAS implementation in pure rust.
    • sophus-rs - rs?style=social"/> : Rust bindings for the C++ implementation of Lie Groups using Eigen.
    • OpEn - engine?style=social"/> : Optimization Engine (OpEn) is a solver for Fast & 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/)
    • light-curve/ceres-solver-rs - curve/ceres-solver-rs?style=social"/> : Rust bindings for [Ceres Solver](http://ceres-solver.org/).
    • pranayspeed/g2o-rust-bindings - rust-bindings?style=social"/> : g2o-rust-bindings.
    • mithi/rusty-genes - genes?style=social"/> : Genetic algorithm implementation in Rust with animated visualizations in Python.
    • EvoTorch
    • ecrs-org/ecrs - org/ecrs?style=social"/> : ecrs - Evolutionary computation algorithms & tools for Rust.
    • unhindered-ec/unhindered-ec - ec/unhindered-ec?style=social"/> : A Rust framework supporting a variaty of evolutionary computation (EC) tools.
    • FENRIS
    • InteractiveComputerGraphics/higher_order_embedded_fem - order finite elements for embedded simulation".
    • Polars - rs/polars?style=social"/> : [Polars](https://www.pola.rs/). Fast multi-threaded, hybrid-out-of-core DataFrame library in Rust | Python | Node.js.
    • Plotters - rs/plotters?style=social"/> : A rust drawing library for high quality data plotting for both WASM and native, statically and realtimely 🦀 📈🚀
    • Rerun - io/rerun?style=social"/> : 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/)
    • Typst - 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/).
    • Charming
    • Lance - ai/lance?style=social"/> : 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/)
    • faer - ek/faer-rs?style=social"/> : 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.
    • fitting-rs - rs?style=social"/> : Curve fitting library for Rust. [crates.io/crates/fitting](https://crates.io/crates/fitting)
    • Meilisearch - fast search engine that fits effortlessly into your apps, websites, and workflow 🔍 [www.meilisearch.com](https://www.meilisearch.com/)

  • Sensor and Communication Protocol

  • Shared Memory

  • Signal Processing

  • Static Variables

    • typed-arena - lang-nursery/lazy-static.rs?style=social"/> : A small macro for defining lazy evaluated static variables in Rust.

  • Summary

    • Rust - lang/rust?style=social"/> : 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/).
    • Rust std
    • Docs.rs
    • Lib.rs
    • Explaine.rs
    • Rust Playground - lang/rust-playground](https://github.com/rust-lang/rust-playground) <img src="https://img.shields.io/github/stars/rust-lang/rust-playground?style=social"/>.
    • rust-unofficial/awesome-rust - unofficial/awesome-rust?style=social"/> : A curated list of Rust code and resources.
    • rust-embedded/awesome-embedded-rust - embedded/awesome-embedded-rust?style=social"/> : Curated list of resources for Embedded and Low-level development in the Rust programming language.
    • TaKO8Ki/awesome-alternatives-in-rust - alternatives-in-rust?style=social"/> : A curated list of replacements for existing software written in Rust.
    • rust-in-blockchain/awesome-blockchain-rust - in-blockchain/awesome-blockchain-rust?style=social"/> : Collect libraries and packages about blockchain/cryptography in Rust.
    • jetli/awesome-yew - yew?style=social"/> : 😎 A curated list of awesome things related to Yew / WebAssembly.
    • vaaaaanquish/Awesome-Rust-MachineLearning - Rust-MachineLearning?style=social"/> : 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. 🦀
    • awesome-rust-com/awesome-rust - rust-com/awesome-rust?style=social"/> :A curated list of awesome Rust frameworks, libraries and software. [awesome-rust](https://awesome-rust.com/)
    • rust-cc/awesome-cryptography-rust - cc/awesome-cryptography-rust?style=social"/> : Collect libraries and packages about cryptography in Rust.
    • ddotta/awesome-polars - polars?style=social"/> : A curated list of [Polars](https://www.pola.rs/) talks, tools, examples & articles. Contributions welcome !
    • robotics-rs/robotics.rs - rs/robotics.rs?style=social"/> : List of (awesome) Rust libraries for Robotics. Web site of robotics.rs. See index.md. [robotics.rs](https://robotics.rs/)
    • jgsimard/RustRobotics - robotics/).
    • rust-lang/book - lang/book?style=social"/> : The Rust Programming Language. [doc.rust-lang.org/book/](https://doc.rust-lang.org/book/)
    • rust-lang/rust-by-example - lang/rust-by-example?style=social"/> : 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/)
    • rust-lang/rustlings - lang/rustlings?style=social"/> : rustlings 🦀❤️. 🦀 Small exercises to get you used to reading and writing Rust code!
    • google/comprehensive-rust - rust?style=social"/> : 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)
    • ehsanmok/create-your-own-lang-with-rust - your-own-lang-with-rust?style=social"/> : Create your own programming language with Rust. [createlang.rs](https://createlang.rs/).
    • sunface/rust-course - course?style=social"/> : 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。<<Rust语言圣经>>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)
    • sunface/rust-by-practice - by-practice?style=social"/> : 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)
    • sunface/new-rusty-book - rusty-book?style=social"/> : 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/)
    • smallnest/concurrency-programming-via-rust - programming-via-rust?style=social"/> : concurrency programming via rust. 深入理解Rust并发编程。
    • mainmatter/100-exercises-to-learn-rust - exercises-to-learn-rust?style=social"/> : A self-paced course to learn Rust, one exercise at a time. [100 Exercises To Learn Rust](https://rust-exercises.com/)
    • WTFAcademy/WTF-Rust - Rust?style=social"/> : Rust 教程：零知识证明系列教程。
    • RustyCab/LearnRustEasy
Programming Languages
Rust 465 JavaScript 8 Zig 6 TypeScript 6 Vue 6 HTML 5 C++ 5 Python 5 C 3 CSS 2
Categories
Blogs 2,862 Machine Learning 87 GUI 81 Summary 70 Web3 and ZKP Framework 68 Jobs and Interview 61 GPU Programming 38 Scientific Computation 36 FFI Bindings 30 Robot Operating System 20 Web Framework 17 General Operating System 17 Image and Video Processing 16 Data Structure and Algorithm 11 Motion Control 11 Hardware Description Language 9 Sensor and Communication Protocol 9 Embedded Development 8 Database 8 Path Planning 7 Signal Processing 7 Localization and Mapping 7 Game Field 7 Parallel and Async Library 7 Web Crawler 6 Performance Benchmark 5 File Processing 5 Memory Allocator 4 Graphics Library 4 Design Pattern 2 Finite State Machine 2 WebAssembly 2 Shared Memory 1 RPC Framework 1 Logic Programming 1 Remote Desktop 1 Data Encryption 1 Static Variables 1 Date and Time 1 Network Service 1 Search Engine 1 Live Media Server 1
Sub Categories
Keywords
rust 271 rust-lang 29 cuda 22 robotics 21 wasm 19 blockchain 17 webassembly 15 machine-learning 15 tauri 13 linux 13 rust-library 12 web 11 ai 11 macos 11 async 11 llm 11 chatgpt 10 windows 10 openai 10 gpu 10 deep-learning 9 onnx 9 gui 9 python 9 ffi 9 dioxus 8 ros 8 framework 8 gamedev 8 awesome 8 starknet 7 kalman-filter 7 kernel 7 neural-network 7 javascript 7 android 7 embedded 7 typescript 7 ethereum 6 compiler 6 opencl 6 vulkan 6 game-development 6 book 6 neural-networks 6 operating-system 6 nostr 6 cross-platform 6 cryptography 6 react 6