Rust Learn-rust-the-hard-way Resources

Earcutr This is a port of the MapBox company's Earcut computer code, which triangulates polygons. Please see https://github.com/mapbox/earcut for more

delaunator-rs A very fast static 2D Delaunay triangulation library for Rust. A port of Delaunator. Documentation Example use delaunator::{Point, trian

Boolean operations on geo shapes This is an implementation of the Martinez-Rueda Polygon Clipping Algorithm in rust to integrate smoothly into the alr

spade Documentation Using spade Examples Project state Performance License Spade (SPAtial DatastructurEs, obviously!) implements a few nifty data stru

PROJ Coordinate transformation via bindings to the PROJ v7.2.1 API. Two coordinate transformation operations are currently provided: projection (and i

geos Rust bindings for GEOS C API. The supported geos version is = 3.5 Disclaimer GEOS can be a tad strict on the validity on the input geometry and

geo Geospatial Primitives, Algorithms, and Utilities The geo crate provides geospatial primitive types such as Point, LineString, and Polygon, and pro

Martin Martin is a PostGIS vector tiles server suitable for large databases. Martin is written in Rust using Actix web framework. Requirements Install

gpx gpx is a library for reading and writing GPX (GPS Exchange Format) files. It uses the primitives provided by geo-types to allow for storage of GPS

geocoding Rust utilities to enrich addresses, cities, countries, and landmarks with geographic coordinates through third-party geocoding web services.

polyline Google Encoded Polyline encoding & decoding in Rust. A Note on Coordinate Order This crate uses Coordinate and LineString types from the geo-

wkt Rust read/write support for well-known text (WKT). License Licensed under either of Apache License, Version 2.0 (LICENSE-APACHE or http://www.apac

Rust-Geohash Rust-Geohash is a Rust library for Geohash algorithm. Ported from node-geohash module. Documentation Docs Check the API doc at docs.rs Li

geojson Documentation Library for serializing the GeoJSON vector GIS file format Minimum Rust Version This library requires a minimum Rust version of

PROJ Coordinate transformation via bindings to the PROJ v7.2.1 API. Two coordinate transformation operations are currently provided: projection (and i

gdal [] GDAL bindings for Rust. So far, you can: open a raster dataset for reading/writing get size and number of bands get/set projection and geo-tra

geo Geospatial Primitives, Algorithms, and Utilities The geo crate provides geospatial primitive types such as Point, LineString, and Polygon, and pro

A cryptographically verifiable code review system for the cargo (Rust) package manager.

GAMMA Compile-time creation of neural networks with Rust Description This is for now just a showcase project of what can be done with const generics i

seclip 🔒 📝 A CLI utility to secretly copy secrets to your clipboard. 🦀 Table of Contents Features Installation Usage Build From Source Contribution

Convergence A Rust crate for writing servers that speak PostgreSQL's wire protocol. Additionally, the experimental convergence-arrow crate enables con

xplr A hackable, minimal, fast TUI file explorer, stealing ideas from nnn and fzf. [Quickstart] [Features] [Plugins] [Documentation] [Upgrade Guide] [

TypedMap TypedMap is a typed HashMap. It allows you to define different value type depending on a Key type. It's useful if you want to store different

This project contains a Rust server that serves a single page application and has authentication + JWT-based authorization.

🗣 bema Write your next slideshow in rust 🦀 , as a self-contained binary 📦 . 🦀 DSL See examples/basic.rs. 👀 frontends There are several ways you c

comfy is a cross-platform command script manager / runner tool, which allows you to run commands in the command line itself, but being these predefined in a portable and universal .comfy file.

FeignHttp is a declarative HTTP client. Based on rust macros. Features Easy to use Asynchronous request Configurable timeout settings Suppor

diagwiz -- ASCII diagrams as code Warning: This project is in early experimental stage. Functionality is subject to change and YMMV. Feel free to open

fp-growth-rs An implementation of the FP-Growth algorithm in pure Rust, which is inspired by enaeseth/python-fp-growth. Usage Add this to your Cargo.t

Spiderfire Spiderfire is a javascript runtime built with Mozilla's SpiderMonkey engine and Rust. Spiderfire aims to disrupt the server-side javascript

The code and rules for Fonts of Power, a tactical TTRPG / video game about exploring magical places. You can follow its development in our Discord ser

backtrack-rs 🦀 backtrack lets you solve backtracking problems simply and generically. Problems are defined by their scope and checks against possible

This library provides an easy to use dependency injection container with a focus on ergonomics and configurability at the cost of runtime performance. For a more performance-oriented container, look for a compile-time dependency injection library.

AgateDB is an embeddable, persistent and fast key-value (KV) database written in pure Rust. It is designed as an experimental engine for the TiKV project, and will bring aggressive optimizations for TiKV specifically.

RustFFT is a high-performance FFT library written in pure Rust. It can compute FFTs of any size, including prime-number sizes, in O(nlogn) time.

Bitmapflow is a tool to help you generate inbetweens for animated sprites. In other words, it makes your animations smoother. It uses optical flow to

get json values quickly GJSON is a Rust crate that provides a fast and simple way to get values from a json document. It has features such as one line

youki Experimental implementation of the oci-runtime in Rust Overview youki is an implementation of runtime-spec in Rust, referring to runc. This proj

lohr lohr is a Git mirroring tool. I created it to solve a simple problem I had: I host my own git server at https://git.alarsyo.net, but want to mirr

rust-pager Yet another pager in Rust Features Vim like keybindings Search substring Mouse wheel support Install cargo install rust-pager Usage comman

Cupcake Cupcake is an efficient Rust library for the (additive version of) Fan-Vercauteren homomorphic encryption scheme, offering capabilities to enc

rhack You want to quickly put a sneaky macro kind of like dbg! into external crates to find out how some internal data structure works? If so rhack is

🎨 🦀 ferris-fetch Inspired by gofetch 💖 🛠️ Cross platfrom System Info Tool for Rustaceans 🦀 Installation 🔨 cargo install ferris-fetch Contributin

Orion Orion is a lisp inspired statically typed programming language written in Rust Install From releases Download binary from the releases. With car

Overview This project contains two crates: lens-rs and lens-rs_derive. The lens-rs provide some definitions of lens. The lens-rs_derive provide the ma

DOM in Rust without a browser Hello and welcome. This library provides server-side or browserless simulation of a DOM. Example Usage use std::sync::Ar

rttnw Ray Tracing: The Next Week implementation in Rust How to run Install Rust: Link here. Run project git clone https://github.com/luliic2/rttnw cd

Flow.er A notebook app integrated with todo-list utility. Project flow.er is a Rust WASM app running in browser. Taking advantage of Yew and Trunk, it

darpi A web api framework with speed and safety in mind. One of the big goals is to catch all errors at compile time, if possible. The framework uses

Shuttle Shuttle is a library for testing concurrent Rust code. It is an implementation of a number of randomized concurrency testing techniques, inclu

Alfis Alternative Free Identity System This project represents a minimal blockchain without cryptocurrency, capable of sustaining any number of domain

MANTA NODE This repo is a fresh FRAME-based Substrate node, forked from substrate-developer-hub/substrate-node-templte 🚀 It links to pallet-manta-dap

morse2sound 🎵 A CLI which converts morse code to sound Big shoutout to Br1ght0ne for guiding me how to use Rust on stream

Areo Aero is a new modern, unix based operating system written in Rust and is being developed for educational purposes. Aero follows the monolithic ke

tfrecord-rust The crate provides the functionality to serialize and deserialize TFRecord data format from TensorFlow. Features Provide both high level

Rayon Rayon is a data-parallelism library for Rust. It is extremely lightweight and makes it easy to convert a sequential computation into a parallel

Rust DataFrame A dataframe implementation in Rust, powered by Apache Arrow. What is a dataframe? A dataframe is a 2-dimensional tabular data structure

Quickstart • Docs • Guides • Integrations • Chat • Download What is Vector? Vector is a high-performance, end-to-end (agent & aggregator) observabilit

Visual Odometry in Rust (vors) This repository provides both a library ("crate" as we say in Rust) named visual-odometry-rs, (shortened vors) and a bi

Rust CV Rust CV is a project to implement computer vision algorithms, abstractions, and systems in Rust. #[no_std] is supported where possible. Docume

Rustface SeetaFace detection library for the Rust programming language Example of demo program output SEETAFACE C++ – Github repository for the origin

🎨 texture-synthesis A light Rust API for Multiresolution Stochastic Texture Synthesis [1], a non-parametric example-based algorithm for image generat

RustBERTa-SNLI A Rust implementation of a RoBERTa classification model for the SNLI dataset, with support for fine-tuning, predicting, and serving. Th

BlingFire in Rust blingfire is a thin Rust wrapper for the BlingFire tokenization library. Add the library to Cargo.toml to get started cargo add blin

lumberjack Read and process constituency trees in various formats. Install: From crates.io: cargo install lumberjack-utils From GitHub: cargo install

Rust SBert Rust port of sentence-transformers using rust-bert and tch-rs. Supports both rust-tokenizers and Hugging Face's tokenizers. Supported model

word2vec Rust interface to word2vec word vectors. This crate provides a way to read a trained word vector file from word2vec. It doesn't provide model

Warning: sticker is succeeded by SyntaxDot, which supports many new features: Multi-task learning. Pretrained transformer models, suchs as BERT and XL

dpar Introduction dpar is a neural network transition-based dependency parser. The original Go version can be found in the oldgo branch. Dependencies

vtext NLP in Rust with Python bindings This package aims to provide a high performance toolkit for ingesting textual data for machine learning applica

finalfrontier Introduction finalfrontier is a Rust program for training word embeddings. finalfrontier currently has the following features: Models: s

rust-tokenizers Rust-tokenizer offers high-performance tokenizers for modern language models, including WordPiece, Byte-Pair Encoding (BPE) and Unigra

Introduction finalfusion is a crate for reading, writing, and using embeddings in Rust. finalfusion primarily works with its own format which supports

rs-natural Natural language processing library written in Rust. Still very much a work in progress. Basically an experiment, but hey maybe something c

aho-corasick A library for finding occurrences of many patterns at once with SIMD acceleration in some cases. This library provides multiple pattern s

nlprule A fast, low-resource Natural Language Processing and Error Correction library written in Rust. nlprule implements a rule- and lookup-based app

Snips NLU Rust Installation Add it to your Cargo.toml: [dependencies] snips-nlu-lib = { git = "https://github.com/snipsco/snips-nlu-rs", branch = "mas

NNSplit A tool to split text using a neural network. The main application is sentence boundary detection, but e. g. compound splitting for German is a

Table of Contents What does this library do? Why does this library exist? Which languages are supported? How good is it? Why is it better than other l

rust-bert Rust native Transformer-based models implementation. Port of Hugging Face's Transformers library, using the tch-rs crate and pre-processing

fann-rs Rust wrapper for the Fast Artificial Neural Network (FANN) library. This crate provides a safe interface to FANN on top of the low-level bindi

revonet Rust implementation of real-coded genetic algorithm for solving optimization problems and training of neural networks. The latter is also know

PROPHET - Neural Network Library Linux Windows Codecov Coveralls Docs Crates.io A simple neural net implementation written in Rust with a focus on cac

rust-dl-webserver This project provides an example of serving a deep learning model with batched prediction using Rust. In particular it runs a GPT2 m

Cogent A note I continue working on GPU stuff, I've made some interesting things there, but ultimately it made me realise this is far too monumental a

Rust bindings for TensorFlow Lite This crates provides TensorFlow Lite APIs. Please read the API documentation on docs.rs Using the interpreter from a

Fwumious Wabbit is a very fast machine learning tool built with Rust inspired by and partially compatible with Vowpal Wabbit (much love! read more abo

autograph Machine Learning Library for Rust undergoing maintenance Features Portable accelerated compute Run SPIR-V shaders on GPU's that support Vulk

crfsuite-rs Rust binding to crfsuite Installation Add it to your Cargo.toml: [dependencies] crfsuite = "0.3" Add extern crate crfsuite to your crate r

kodama This crate provides a fast implementation of agglomerative hierarchical clustering. This library is released under the MIT license. The ideas a

HAL : Hyper Adaptive Learning Rust based Cross-GPU Machine Learning. Why Rust? This project is for those that miss strongly typed compiled languages.

Rustml Rustml is a library for doing machine learning in Rust. The documentation of the project with a descprition of the modules can be found here. F

NeuroFlow is fast neural networks (deep learning) Rust crate. It relies on three pillars: speed, reliability, and speed again. Hello, everyone! Work o

Alumina An experimental deep learning library written in pure rust. Breakage expected on each release in the short term. See mnist.rs in examples or R

deeplearn-rs Deep learning in Rust! This is my first shot at this. It's mostly just a proof of concept right now. The API will change. Status We have

RSRL (api) Reinforcement learning should be fast, safe and easy to use. Overview rsrl provides generic constructs for reinforcement learning (RL) expe

Peroxide Rust numeric library contains linear algebra, numerical analysis, statistics and machine learning tools with R, MATLAB, Python like macros. W

Juice This is the workspace project for juice - machine learning frameworks for hackers coaster - underlying math abstraction coaster-nn coaster-blas

The Enzyme High-Performance Automatic Differentiator of LLVM Enzyme is a plugin that performs automatic differentiation (AD) of statically analyzable

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