Rust Rust-for-data Resources

Hands-on Rust Source Code This repository contains the source code for the examples found in Hands-on Rust. These are also available from my publisher

gobang is currently in alpha A cross-platform terminal database tool written in Rust Features Cross-platform support (macOS, Windows, Linux) Mu

Awesome Rust Security Curated list of awesome projects and resources related to Rust and computer security Table of Contents Tools Web and Cloud Secur

Maldness Bot This is a Telegram bot I'm working on in my free time to learn Rust. Building docker build -t . should be enough.

Schotter (German for gravel) is a piece by computer art pioneer Georg Nees. It consists of a grid of squares 12 across and 22 down with random rotation and displacement that increases towards the bottom.

AWS Infinidash - Fully featured Rust client Fully featured AWS Infinidash client for Rust applications. You can use the AWS Infinidash client to make

WIP Generate markdown footer links.

wikt Experimental playground for wiktionary data. This document might not update as often as the code does. Set up You'll want a minimum of 10 GB free

Rust CVE Preface This is a list of CVEs for unsound APIs in the Rust standard library. These bugs break Rust's memory safety guarantee and lead to sec

SixtyFPS is a toolkit to efficiently develop fluid graphical user interfaces for any display: embedded devices and desktop applications. We support multiple programming languages, such as Rust, C++ or JavaScript.

An example implementation of a tiny Web browser for educational purposes.

darwin-rs This library allows you to write evolutionary algorithms (EA) using the Rust programming language. Written by Willi Kappler, License: MIT -

Spiril Spiril is an implementation of a genetic algorithm for obtaining optimum variables (genetics) for a task through mutation and natural selection

genevo genevo provides building blocks to run simulations of optimization and search problems using genetic algorithms (GA). The vision for genevo is

Kalman filtering and smoothing library written in Rust Access documentation for the library here. Library is also referenced in Cargo index. Currently

ARIMA Rust crate for ARIMA model coefficient estimation and simulation. Example extern crate rand; use rand::prelude::*; use rand::distributions::{Nor

Python implementation of the Gap Statistic Purpose Dynamically identify the suggested number of clusters in a data-set using the gap statistic. Full e

bhtsne Barnes-Hut implementation of t-SNE written in Rust. The algorithm is described with fine detail in this paper by Laurens van der Maaten. Instal

craftml-rs A Rust implementation of CRAFTML, an Efficient Clustering-based Random Forest for Extreme Multi-label Learning (Siblini et al., 2018). Perf

In One Sentence You trained a SVM using libSVM, now you want the highest possible performance during (real-time) classification, like games or VR. Hig

gym-rs OpenAI gym binding for Rust. Actively maintained! If you have any problem just create an issue. Install Just install the requierements layed ou

Rurel Rurel is a flexible, reusable reinforcement learning (Q learning) implementation in Rust. Release documentation In Cargo.toml: rurel = "0.2.0"

REnforce Reinforcement library written in Rust This library is still in early stages, and the API has not yet been finalized. The documentation can be

lsh-rs (Locality Sensitive Hashing) Locality sensitive hashing can help retrieving Approximate Nearest Neighbors in sub-linear time. For more informat

kdtree K-dimensional tree in Rust for fast geospatial indexing and nearest neighbors lookup Crate Documentation Usage Benchmark License Usage Add kdtr

VP-tree nearest neighbor search A relatively simple and readable Rust implementation of Vantage Point tree search algorithm. The VP tree algorithm doe

granne* granne (graph-based retrieval of approximate nearest neighbors) is a Rust library for approximate nearest neighbor search based on Hierarchica

Faiss-rs This project provides Rust bindings to Faiss, the state-of-the-art vector search and clustering library. Installing as a dependency Currently

elasticsearch   Official Rust Client for Elasticsearch. Full documentation is available at https://docs.rs/elasticsearch The project is still very muc

Stork Impossibly fast web search, made for static sites. Stork is two things. First, it's an indexer: it indexes your loosely-structured content and c

tinysearch TinySearch is a lightweight, fast, full-text search engine. It is designed for static websites. TinySearch is written in Rust, and then com

Toshi A Full-Text Search Engine in Rust Please note that this is far from production ready, also Toshi is still under active development, I'm just slo

txtai: AI-powered search engine for Rust txtai executes machine-learning workflows to transform data and build AI-powered text indices to perform simi

Bayard Bayard is a full-text search and indexing server written in Rust built on top of Tantivy that implements Raft Consensus Algorithm and gRPC. Ach

sbr An implementation of sequence recommenders based on the wyrm autdifferentiaton library. sbr-rs sbr implements efficient recommender algorithms whi

Word2Vec-rs Word2Vec-rs is a fast implemention of word2vec's skip-gram algorithm. A simple benchmark on a 200M english corpus: 4 threads: tool words p

fasttext-rs fastText Rust binding Installation Add it to your Cargo.toml: [dependencies] fasttext = "0.6" Add extern crate fasttext to your crate root

Rust frontend of primitiv Prerequisites Rust (1.26 or later) Clang (3.9 or later) (optional) CUDA (8.0 or later) Install mkdir work cd work # build p

Corgi A neural network, and tensor dynamic automatic differentiation implementation for Rust. BLAS The BLAS feature can be enabled, and requires CBLAS

l2 • 🤖 A Pytorch-style Tensor+Autograd library written in Rust Installation • Contributing • Authors • License • Acknowledgements Made by Bilal Khan

Neuronika is a machine learning framework written in pure Rust, built with a focus on ease of use, fast prototyping and performance. Dynamic neural ne

lightgbm-rs LightGBM Rust binding Require You need an environment that can build LightGBM. # linux apt install -y cmake libclang-dev libc++-dev gcc-mu

rust-xgboost Rust bindings for the XGBoost gradient boosting library. Documentation Basic usage example: extern crate xgboost; use xgboost::{paramete

Sonos' Neural Network inference engine. This project used to be called tfdeploy, or Tensorflow-deploy-rust. What ? tract is a Neural Network inference

xaynet Xaynet: Train on the Edge with Federated Learning Want a framework that supports federated learning on the edge, in desktop browsers, integrate

Orkhon: ML Inference Framework and Server Runtime Latest Release License Build Status Downloads Gitter What is it? Orkhon is Rust framework for Machin

DEPRECATED The RFC is closed and this has been merge into TVM. TVM Runtime Frontend Support This crate provides an idiomatic Rust API for TVM runtime

Datafuse Modern Real-Time Data Processing & Analytics DBMS with Cloud-Native Architecture Datafuse is a Real-Time Data Processing & Analytics DBMS wit

Graphlib Graphlib is a simple and powerful Rust graph library. This library attempts to provide a generic api for building, mutating and iterating ove

Gamma A graph library for Rust. Gamma provides primitives and traversals for working with graphs. It is based on ideas presented in A Minimal Graph AP

petgraph Graph data structure library. Supports Rust 1.41 and later. Please read the API documentation here Crate feature flags: graphmap (default) en

A One-Stop Large-Scale Graph Computing System from Alibaba GraphScope is a unified distributed graph computing platform that provides a one-stop envir

Yoin - A Japanese Morphological Analyzer yoin is a Japanese morphological analyze engine written in pure Rust. mecab-ipadic is embedded in yoin. :) $

2021-07-07 UPDATE: The official Sudachi team will take over this project (cf. 日本語形態素解析器 SudachiPy の 現状と今後について - Speaker Deck) sudachi.rs An official S

nlp Rust-nlp Implemented algorithm Distance Levenshtein (Explanation) Jaro / Jaro-Winkler (Explanation) Phonetics Soundex (Explanation) Metaphone (Exp

Rust Stemmers This crate implements some stemmer algorithms found in the snowball project which are compiled to rust using the rust-backend of the sno

Treebender A symbolic natural language parsing library for Rust, inspired by HDPSG. What is this? This is a library for parsing natural or constructed

cgmath-rs A linear algebra and mathematics library for computer graphics. The library provides: vectors: Vector2, Vector3, Vector4 square matrices: Ma

black-jack While PRs are welcome, the approach taken only allows for concrete types (String, f64, i64, ...) I'm not sure this is the way to go. I want

rust-numpy Rust bindings for the NumPy C-API API documentation Latest release (possibly broken) Current Master Requirements Rust = 1.41.1 Basically,

sprs, sparse matrices for Rust sprs implements some sparse matrix data structures and linear algebra algorithms in pure Rust. The API is a work in pro

RustGnuplot A Gnuplot controller written in Rust. Documentation See here Examples A simple example: let mut fg = Figure::new(); fg.axes2d() .set_titl

🐱‍👤 gmsv_reqwest This module is a drop-in replacement for Garry's Mod's HTTP function, inspired by gmsv_chttp created by timschumi. The module uses

a function programming language for real world applications made in rust

This library provides the official Rust interface to the Linux Bluetooth protocol stack (BlueZ). Both publishing local and consuming remote GATT services using idiomatic Rust code is supported. L2CAP sockets are presented using an API similar to Tokio networking.

Algebraic Robots A small Rust Library for SE3 Supported: Twist Screw SE3 Group se3 algebra Adjoint SE3 Twist Chains Wrenches Future plans: Jacobians V

This is a debugger for embedded rust code. It is in an early state so it doesn't work for a lot of different microcontrollers.

a simple compiled language i made in rust. it uses intermediate representation (IR) instead of an abstract syntax tree (AST).

msp430-i2c-oled-example An example project to talk to an SSD1306 OLED (Adafruit PiOLED) with an MSP430G2553 Launchpad via I2C.

An open source virtual tabletop that is currently purely a concept.

cyberdrop-dl - cyberdrop.me Downloader written in Rust 🦀

loterust Primeiro programa em Rust . Um programinha simples que gera números para a Loteria Instalação Certifique-se primeiramente que possui o Rust e

ReVi Table Of Contents: About Usage Install Clone && Installing Development Q&A KeyBindings Roadmap Changelog About ReVi is a cross-platform terminal

Block List A minimalist hosts-based tool for managing block lists and ad-blocking. This project uses the excellent and regularly updated Unified Hosts

Rmatrix is similar to the cmatrix, but it wrote it in Rust. Get up to 75% performance improvement compared to cmatrix.

chip8 An implementation of the CHIP-8 for Rust in ~350 lines of code. What is CHIP-8? CHIP-8 is a virtual machine (along with a supporting programming

Wycheproof (Deserialized) Google's Wycheproof project is an immensely useful set of tests which cover common corner cases in cryptographic code. The a

OPENSTAR An opensource diagnostic application for Daimler vehicles inspired by DAS and Xentry. Some of the work here is based on OpenVehicleDiag If yo

Description Anitrendz is a cli app that uses data from the anitiop api to list the top anime and songs or recommend a random anime to watch or song to

Passman - A password manager written in rust. How to use?: USAGE: passman option Currently available options are: new - initalize passman with a new m

Substrate !ink NFT simple implementation This is a simple working version of base NFT smart contract written using latest (as of this date) !ink 3.0.0

A cross-platform Rust library for managing the native operating system menus.

Simple RUST Game using the Bevy Engine YouTube videos for this code base: Episode 1 - Rust Game Development tutorial from Scratch with Bevy Engine Epi

Diana is a GraphQL system for Rust that's designed to work as simply as possible out of the box, without sacrificing configuration ability. Unlike other GraphQL systems, Diana fully supports serverless functions and automatically integrates them with a serverful subscriptions system as needed, and over an authenticated channel. GraphQL subscriptions are stateful, and so have to be run in a serverful way. Diana makes this process as simple as possible.

whatever How to build (This has been tested on Linux & macOS) Build the Rust code: $ cargo build The library is in ./target/debug/libwhatever.a Build

Zotero to Obsidian script This is a script that takes a better bibtex JSON file exported by Zotero and generates an organised collection of reference

RustyWorld Rust implementation of Another World (aka Out of this world) game engine. I wanted a fun project to challenge myself while learning Rust, a

Telegram bot in Rust A fun Telegram bot made using Rust language.

authorization-server Authorization Server with Rust using Tonic. Function implemented User registration and profile store Change password Login Token

stivale-rs Rust crate for parsing stivale and stivale 2 structures. Resources Stivale v2 Specification Stivale Specification License Licensed under ei

chatui Simple chat application. You'll need both chatui_server and chatui_client to run this application. Installation With cargo cargo install chatui

dm-jitaux is a Rust-based JIT compiler using modified auxtools, dmasm and Inkwell LLVM wrapper for boosting Byond DM performance without any hassle (such as rewriting/refactroing your DM code).

How to use my_lints to static analysis other rust project export MY_LINTS_PATH=/home/w/repos/my_repos/my_lints method_1: In my_lints dir cd $MY_LINTS_

Notes This Scaleway API Crate is created and maintained by Qovery and used in production in the Qovery Engine. This project relies on OpenAPI Generato

Dancing Links “dlx” Dancing Links solver for “algorithm X” by Knuth This solver solves the exact cover problem using “algorithm X”, implemented using

QuickDash A modern alternative to QuickSFV using Rust. It's supports BLAKE3 and BLAKE2 hashes, CRC32, MD5, SHA1, SHA2, SHA3, xxHash The docs for user

fiscal-rs Documentos fiscais em rust Crates: nfe cte Contribuição Faltou algo? Abra uma issue! Gostaria de discutir algo antes? https://github.com/fer

This is a reference implementation of Bendersnatch curve using Arkwork's framework in Rust. The spec of the curve is available here. There was also a Python reference implementation here.

IC Types Contributing Please follow the guidelines in the CONTRIBUTING.md document. Goal This library contains typings and utility functions dealing w

rust-analyzer is a modular compiler frontend for the Rust language. It is a part of a larger rls-2.0 effort to create excellent IDE support for Rust.