Rust Rust-for-data Resources

Awesome Cryptography Rust Collect libraries and packages about cryptography in Rust. Collection Library Symmetric Public-key / Asymmetric One-way Hash

Za! An experimental port of the circom zk-SNARK compiler in Rust with embedded bellman-bn128 prover. I created it as a PoC port of the existing JavaSc

OpenZKP OpenZKP - pure Rust implementations of Zero-Knowledge Proof systems. Overview Project current implements 🐺 the Stark protocol (see its readme

Rust-Lightning is a Bitcoin Lightning library written in Rust. The main crate, lightning, does not handle networking, persistence, or any other I/O. Thus, it is runtime-agnostic, but users must implement basic networking logic, chain interactions, and disk storage. More information is available in the About section.

serum-dex Project Serum Rust Monorepo Website | Discord | Awesome | DEX | TypeScript Program Deployments Program Devnet Mainnet Beta DEX DESVgJVGajEgK

SewUp Secondstate EWasm Utility Program, a library helps you sew up your Ethereum project with Rust and just like development in a common backend. The

Tesseracts A minimalistic block explorer initially created to learn rust. This block explorer has been created as a rust self-learning project to give

A simple and convenient way to bundle owned data with a borrowing type. The Problem One of the main selling points of Rust is its borrow checker, whic

Hunt Hunt is a (highly-opinionated) simplified Find command made with Rust. It searches a file/folder by name on the entire drive. If the --first flag

hls-streamer Stream your heart's content with HLS. Movtivation I've got a CCTV camera from AliExpress, I know I can use ffmpeg hls demuxer to split up

Description This project's primary focus is to create a cycle-accurate emulator of the Atari 2600, and to include tools to create verifiable TASes (e.

aria2-ws An aria2 websocket jsonrpc in Rust. Built with tokio. Docs.rs aria2 RPC docs Features Almost all methods and structed responses Auto reconnec

versioning-solana This repo demonstrates ONE rudimentary way to upgrade/migrate account data changes with solana program changes. What is data version

larvae a super fast scientific calculator with dimensional analysis support written in Rust 🦀 🐛 heavily inspired from insect Usage: Command mode: $

Live demo (code) A browser add-on for Firefox, Chrome and Edge A library to generate syntax ("railroad") diagrams for Rust's macro_rules!(). Diagrams

Video effect booth written in Rust and WebAssembly Play with it here: https://mtharrison.github.io/wasmbooth/ Aim I wrote this purely to teach myself

rollup-plugin-rust tl;dr -- see examples This is a rollup plugin that loads Rust code so it can be interop with Javascript base project. Currently, th

rs-jest tl;dr -- see examples This is a jest transformer that loads Rust code so it can be interop with Javascript base project. Currently, the Rust c

rust-native-wasm-loader This is a webpack loader that loads Rust code as a WebAssembly module. It uses the native Rust support for compiling to wasm32

@wasm-tool/wasm-pack-plugin webpack plugin for Rust Installation With npm: npm install --save-dev @wasm-tool/wasm-pack-plugin Or with Yarn: yarn add -

wee_alloc The Wasm-Enabled, Elfin Allocator API Docs | Contributing | Chat Built with 🦀 🕸 by The Rust and WebAssembly Working Group About wee_alloc:

console_error_panic_hook This crate lets you debug panics on wasm32-unknown-unknown by providing a panic hook that forwards panic messages to console.

parity-wasm Low-level WebAssembly format library. Documentation Rust WebAssembly format serializing/deserializing Add to Cargo.toml [dependencies] par

Evcxr An evaluation context for Rust. This project consists of several related crates. evcxr_jupyter - A Jupyter Kernel evcxr_repl - A Rust REPL evcxr

rustdef Jupyter extension for jupyter notebook and rust user. You can define functions in rust and run them as python functions. This extension is bui

Rusti A REPL for the Rust programming language. The rusti project is deprecated. It is not recommended for regular use. Dependencies On Unix systems,

charts A pure Rust visualization library inspired by D3.js. See gallery and examples for code and more charts. Install You can add this as a dependenc

preexplorer Easy plotter and saver of simple data. Handy tool for development stage or small computational projects. Save data, have a quick view and

Vega-Lite V4 for Rust A Rust API for Vega-Lite V4 to build chart with a rusty API. Similar to the Altair project in python, this crate build upon Vega

showata A library of to show data (in browser, evcxr_jupyter) as table, chart.... The crate provides display for: image vector and slice (as table) nd

Chord PRO Released Chord PRO is the full-featured chord visualization API, producing beautiful interactive visualizations, e.g. those featured on the

textplots Terminal plotting library for using in Rust CLI applications. Should work well in any unicode terminal with monospaced font. It is inspired

rasciigraph Tiny Rust library to draw pretty line graphs using ascii characters. Usage Add this to your Cargo.toml [dependencies] rasciigraph = "0.1.1

piechart piechart is a rust crate for drawing fancy pie charts in the terminal. Example usage: use piechart::{Chart, Color, Data}; fn main() { le

rulinalg This library is no longer actively maintained The crate is currently on version 0.4.2. Read the API Documentation to learn more. Summary Ruli

arrayvec OR A vector with fixed capacity. Please read the API documentation here License Dual-licensed to be compatible with the Rust project. License

Rstats Usage Insert rstats = "^1" in the Cargo.toml file, under [dependencies]. Use in source files any of the following structs, as needed: use rstat

Deduplicating Training Data Makes Language Models Better This repository contains code to deduplicate language model datasets as descrbed in the paper

Azul - Desktop GUI framework Azul is a free, functional, reactive GUI framework for Rust and C++, built using the WebRender rendering engine and a CSS

Postsack A high level visual overview of swaths of email TLDR! A web demo that shows how Postsack clusters a set of 10.000 fake emails Do you have man

Robust and Fast tokenizations alignment library for Rust and Python

About Stop words are words that don't carry much meaning, and are typically removed as a preprocessing step before text analysis or natural language p

Write to tensorboard in Rust Write TensorBoard events in Rust. Can write scalar, image, histogram. Example Write multiple scalar in one plot. let mut

Rain Rain is an open-source distributed computational framework for processing of large-scale task-based pipelines. Rain aims to lower the entry barri

PDB Decompiler About Usage Contributing About A tool to decompile MSVC PDB files to C++ source code. This tool is a work in progress and will most lik

DACquiri A compile-time enforced authorization framework for Rust applications. Authorization In typical applications, authorization checks are perfor

gmod-module-base-rs A base for developing Garry's Mod binary modules in Rust. Getting Started Install Rust Download or git clone this repository Open

🌍 gm_maxminddb_geoip This module reads, queries and serializes to Lua tables data from the MaxMindDB GeoIP database. In other words, IP address goes

wasm-pack-template A template for kick starting a Rust and WebAssembly project using wasm-pack. Tutorial | Chat Built with 🦀 🕸 by The Rust and WebAs

rs-cord A high-level Rust crate around the Discord API, aimed to be easy and straight-forward to use. Documentation • Crates.io • Discord Navigation M

Demo BERT ONNX server written in rust This demo showcase the use of onnxruntime-rs on BERT with a GPU on CUDA 11 served by actix-web and tokenized wit

🐉 rust-gpu Rust as a first-class language and ecosystem for GPU graphics & compute shaders Current Status 🚧 Note: This project is still heavily in d

Accel: GPGPU Framework for Rust crate crates.io docs.rs GitLab Pages accel CUDA-based GPGPU framework accel-core Helper for writing device code accel-

Rust-like syntax for GLSL glassful translates a small subset of Rust to OpenGL Shading Language. Besides one's personal preferences regarding Rust-lik

Rlsl - Rust Like Shading Language Deprecated in favor of rust-gpu What is Rlsl? Rlsl can compile a subset of Rust to SPIR-V. You can read more about t

Status This documentation about an unstable feature is UNMAINTAINED and was written over a year ago. Things may have drastically changed since then; r

inspirv-rust UPDATE 2: Next design iteration would probably be based on HIR instead of MIR. See more details here. In the meantime, you might want to

eval-metrics Evaluation metrics for machine learning Design The goal of this library is to provide an intuitive collection of functions for computing

openml-rust A rust interface to OpenML. The aim of this crate is to give rust code access to Machine Learning data hosted by OpenML. Thus, Machine Lea

ndarray-stats This crate provides statistical methods for ndarray's ArrayBase type. Currently available routines include: order statistics (minimum, m

Embedded-friendly (i.e. no_std) Rust math library featuring fast, safe floating point approximations for common arithmetic operations, trigonometry, 2D/3D vector types, statistical analysis, and quaternions.

Stamm Stamm is a rust library for creating decision trees and random forests in a very general way. Decision trees are used in machine learning for cl

Rust bindings for darknet Darknet: Convolutional Neural Networks todo rewrite the demo function used in yolo.c in rust Examples Link existing files an

mxnet Rust Bindings This is a work in progress. Contributions gladly accepted! The mxnet crate defines a high-level Rust API for mxnet using the mxnet

neat-gru-rust Documentation Crates.io doc Examples XOR Snake Right now this is the only working example.

Deep Thought As of right now, this crate is far from a usable state. This crate implements feedforward-neural Networks in rust. Unlike the vast majori

DeepRust - Machine learning in Rust Vision To create a deeplearning crate in rust aiming to create a great experience for ML researchers & developers

Rusty_SR A Rust super-resolution tool, which when given a low resolution image utilises deep learning to infer the corresponding high resolution image

Rust library for random graph ensembles Minimal Rust version: 1.55.0 Implements simple sampling and monte carlo (or rather markov-) steps, that can be

Library to calculate TF-IDF (Term Frequency - Inverse Document Frequency) for generic documents. The library provides strategies to act on objects that implement certain document traits (NaiveDocument, ProcessedDocument, ExpandableDocument).

SloWord2Vec This is a naive implementation of Word2Vec implemented in Rust. The goal is to learn the basic principles and formulas behind Word2Vec. BT

Rucommender Recommendation system written in Rust Overview An implementation in Rust of a collaborative filtering recommendations algorithm with a use

Quackin Release the quackin! 🦆 Quackin is a recommender systems framework written in Rust. This is a young project, which means two things: There wil

ONMF status: early work in progress. still figuring this out. code still somewhat messy. api still in flux. fast rust implementation of online nonnega

ngt-rs   Rust wrappers for NGT, which provides high-speed approximate nearest neighbor searches against a large volume of data. Note that NGT will be

kdtree-rust kdtree implementation for rust. Implementation uses sliding midpoint variation of the tree. More Info here Implementation uses single Vec

mih-rs Rust implementation of multi-index hashing (MIH) for neighbor searches on binary codes in the Hamming space, described in the paper Norouzi, Pu

Border Border is a reinforcement learning library in Rust. For reusability of both RL environments and agents, this library provides a reference imple

Multi-armed bandit algorithms in Rust Cargo [dependencies] bandit = "0.12.3" Description and Scope This library currently only implements the annealin

Omikuji An efficient implementation of Partitioned Label Trees (Prabhu et al., 2018) and its variations for extreme multi-label classification, writte

liblinear-rs Rust bindings for the liblinear C/C++ library. Provides a thin (but rustic) wrapper around the original C-interface exposed by the librar

bayespam A simple bayesian spam classifier. About Bayespam is inspired by Naive Bayes classifiers, a popular statistical technique of e-mail filtering

randomforest A random forest implementation in Rust. Examples use randomforest::criterion::Mse; use randomforest::RandomForestRegressorOptions; use ra

mnist-classifier Ideas UPDATED: Finish CLI Flags Parallelize conputationally intensive functions Class-based naive bayes README Image parsing Confusio

Extended Isolation Forest This is a rust port of the anomaly detection algorithm described in Extended Isolation Forest and implemented in https://git

k-Medoids Clustering in Rust with FasterPAM This Rust crate implements k-medoids clustering with PAM. It can be used with arbitrary dissimilarites, as

DBSCAN Density-Based Spatial Clustering of Applications with Noise Wikipedia link DBSCAN is a density-based clustering algorithm: given a set of point

DBSCANSD Rust implementation for DBSCANSD, a trajectory clustering algorithm. Brief Introduction DBSCANSD (Density-Based Spatial Clustering of Applica

kddbscan-rs Rust implementation of the kddbscan clustering algorithm. From the authors of kDDBSCAN algorithm. Due to the adoption of global parameters

Density-based clustering This a pure Rust implementation of a naive density-based clustering algorithm similar to DBSCAN. Here, 50 points are located

RKM - Rust k-means A simple Rust implementation of the k-means clustering algorithm based on a C++ implementation, dkm. This implementation is generic

som Self Organizing Map Pre-requisites Setup rust To download Rustup and install Rust, run the following in your terminal, then follow the on-screen i

uuid Here's an example of a UUID: 67e55044-10b1-426f-9247-bb680e5fe0c8 A UUID is a unique 128-bit value, stored as 16 octets, and regularly formatted

validator Macros 1.1 custom derive to simplify struct validation inspired by marshmallow and Django validators. The minimum supported version is Rust

[Unofficial] Azure SDK for Rust This repository is for the development of the unofficial Azure SDK for Rust. It is unofficial because it is not yet su

sudachi.rs - English README 2021-12-09 UPDATE: 0.6.2 Release Try it: pip install --update 'sudachipy=0.6.2' sudachi.rs is a Rust implementation of Su

Robust and Fast tokenizations alignment library for Rust and Python Demo: demo Rust document: docs.rs Blog post: How to calculate the alignment betwee

Apache Arrow Powering In-Memory Analytics Apache Arrow is a development platform for in-memory analytics. It contains a set of technologies that enabl

datafrog Datafrog is a lightweight Datalog engine intended to be embedded in other Rust programs. Datafrog has no runtime, and relies on you to build

NewsAggregator We live in an era where both the demand and quantity of information are enormous. However, the way we store and access that information