Rust Learning-models-and-generalization Resources

format of the Rust library load locad blender obj file to Rust NDArray. cargo run test\t10k-images.idx3-ubyte A png file will be generated for the fi

Rocket Tracing Fairing Example This repository aims to give a short example of how you can add a Fairing to your Rocket for tracing and how to use it

Speak Speak is a simple, easy to use Natural Language Processor (NLP) written in Rust. Why use Speak? Speak uses a custom engine, and to setup you jus

ideapad A Rust utility library for some Lenovo IdeaPad specific functionality. A Fair Warning This crate calls raw ACPI methods, which on the best cas

Lighthouse Groupie CLI tool that make it easier to perform multiple lighthouse runs towards a single target and output the result in a "plotable" form

rodosol-telegram-bot Add this bot to your contacts list This bot is a quick scraper that gets the pictures from the rodosol "De olho na via" feature a

sway-focus-back-and-forth Implements back-and-forth movement between the current and the previous focused windows. It also can be seen as a fix to thi

rswatch File watcher rswatch is a simple, reliable and efficient file watcher, it can watch a single file or a directory and run arbitrary commands wh

Avatar-protocol 化身协议 This project demonstrates how to use the Solana Javascript API to interact with programs on the Solana blockchain. The project co

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

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

Abscissa is a microframework for building Rust applications (either CLI tools or network/web services), aiming to provide a large number of features w

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

Binaryen Binaryen is a compiler and toolchain infrastructure library for WebAssembly, written in C++. It aims to make compiling to WebAssembly easy, f

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

ndarray-image Allows conversion between ndarray's types and image's types Deprecated WARNING: This crate is currently deprecated in favor of https://g

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

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

SyntaxDot Introduction SyntaxDot is a sequence labeler and dependency parser using Transformer networks. SyntaxDot models can be trained from scratch

Robust and Fast tokenizations alignment library for Rust and Python

actix-web-lab Experimental extractors, middleware, and other extras for possible inclusion in Actix Web. Things To Know About This Crate It will never

HTML Editor Pure, simple and elegant HTML parser and editor. Examples Parse HTML segment/document let document = parse("!doctype htmlhtmlhead/h

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

🐉 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

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

Vikos Vikos is a library for supervised training of parameterized, regression, and classification models Design Goals Model representations, cost func

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.

n2 is a library implementation of a feedforward, backpropagation artificial neural network. Usage Add the following to the [dependencies] section o

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

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

petal-neighbors Nearest neighbor search algorithms including a ball tree and a vantage point tree. Examples The following example shows how to find tw

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

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

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

petal-clustering A collection of clustering algorithms. Currently this crate provides DBSCAN and OPTICS. Examples The following example shows how to c

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

appr_dbscan_rust Rust implementation of the approximate version of DBSCAN introduced by Gan and Tao in this paper Notice An upated version of this lib

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

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

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

H2O Kubernetes Repository with official tools to aid the deployment of H2O Machine Learning platform to Kubernetes. There are two essential tools to b

ERDOS ERDOS is a platform for developing self-driving cars and robotics applications. Getting started The easiest way to get ERDOS running is to use o

Making Postgres and Elasticsearch work together like it's 2021 Readme ZomboDB brings powerful text-search and analytics features to Postgres by using

Pair Adjacent Violators for Rust Overview An implementation of the Pair Adjacent Violators algorithm for isotonic regression. Note this algorithm is a

Example of a genetic algorithm in Rust and Python Monkey typewriter Finding the phrase 'To be or not to be. That is the question.' Inspired by the exa

best-of-ml-rust 🏆 A ranked list of awesome machine learning Rust libraries. This curated list contains 180 awesome open-source projects with a total

Awesome Rust A curated list of Rust code and resources. If you want to contribute, please read this. Table of contents Applications Audio and Music Cr

Serving TensorFlow with Actix-Web This repository gives an example of training a machine learning model using TensorFlow2.0 Keras in python, exporting

Apress Source Code This repository accompanies Practical Machine Learning with Rust by Joydeep Bhattacharjee (Apress, 2020). Download the files as a z

This repository lists static analysis tools for all programming languages, build tools, config files and more. The official website, analysis-tools.de

Welcome to learn Talent Plan Courses! Talent Plan is an open source training program initiated by PingCAP. It aims to create or combine some open sour

Four in a Row - Server An online version of the popular game four in a row, written in Rust on the server side and Flutter + Dart on the client. Downl

nitro_repo Nitro Repo is an open source free artifact manager. Written with a Rust back end and a Vue front end to create a fast and modern experience

Triox Next Generation cloud storage server that is secure, fast, and reliable. Why Triox? ☘️ Open Source - We strongly believe in collaboration and tr

Roseline Web interface My IRC Bot to store AGTH hooks. Commands ping - Obviously send you back pong. vn title - Search VN by title. hook title - G

Create, share, fetch and model Atomic Data! This repo consists of three components: A library, a server and a CLI. atomic-server Status: Beta. Breakin

Operator Operator is a web server. You provide a directory and Operator serves it over HTTP. It serves static files the way you'd expect, but it can a

Telescope - https://rcos.io Telescope is the RCOS website. User Notes If you find issues with Telescope or have a feature you want added, please make

Actix codebase containing real world examples (CRUD, auth, advanced patterns, etc) that adheres to the RealWorld spec and API. ❗ (2021/05/13) This cod

Canduma rust Graphql A Rust authentication server with GraphQL API, Diesel, PostgreSQL session authentication and JWT This repository contains a Graph

Actix Web JWT Example Simple backend app with Actix-web, JWT and MongoDB (JWT Token, Protect Route, Login & Register) While developing the web service

Mine A minesweeper game with a terminal and graphical interface created by Koen Westendorp. Installation Go ahead and try out for yourself! :) git clo

Notice: the default Send host is provided by @timvisee (info). Please consider to donate and help keep it running. ffsend Easily and securely share fi

toyDB Distributed SQL database in Rust, written as a learning project. Most components are built from scratch, including: Raft-based distributed conse

Contest Algorithms in Rust A collection of classic data structures and algorithms, emphasizing usability, beauty and clarity over full generality. As

Actix Examples Curated examples using the Actix ecosystem. Community Showcase Merino: Web service for Firefox Suggest lemmy: A federated alternative t

mini-redis mini-redis is an incomplete, idiomatic implementation of a Redis client and server built with Tokio. The intent of this project is to provi

This library provides implementations of many algorithms and data structures that are useful for bioinformatics. All provided implementations are rigorously tested via continuous integration.

This repository lists dynamic analysis tools for all programming languages, build tools, config files and more. The official website, analysis-tools.d

Crowbook Crowbook's aim is to allow you to write a book in Markdown without worrying about formatting or typography, and let the program generate HTML

A CLI utilities library leveraging Markdown to format terminal rendering, allowing separation of structure, data and skin. Based on crossterm so works

tectonicdb crate docs.rs crate.io tectonicdb tdb-core tdb-server-core tdb-cli tectonicdb is a fast, highly compressed standalone database and streamin

Rust code formatting RFCs This repository exists to decide on a code style for Rust code, to be enforced by the Rustfmt tool. Accepted RFCs live in th

actix-extras A collection of additional crates supporting the actix-web and actix frameworks. Crates by @actix Crate actix-cors Cross-origin resource

rust-and-opengl-lessons Project requires Rust 1.31 Collection of example code for learning OpenGL in Rust 00 - Setup 01 - Window 02 - OpenGL Context 0

Rust Algorithm Club 🚧 🚧 This repo is under construction. Most materials are written in Chinese. Check it out here if you are able to read Chinese. W

shared_memory A crate that allows you to share memory between processes. This crate provides lightweight wrappers around shared memory APIs in an OS a

Rust verification tools This is a collection of tools/libraries to support both static and dynamic verification of Rust programs. We see static verifi

wasm_game_of_life Conway's Game of Life in Rust and WebAssembly Contributing | Chat Built with 🦀 🕸 by The Rust and WebAssembly Working Group About T

The Rust Programming Language This is the main source code repository for Rust. It contains the compiler, standard library, and documentation. Note: t

Rome is currently being rewritten in Rust. Read more about it in our latest blog post. The documentation below is out of date and available for poster

Clippy A collection of lints to catch common mistakes and improve your Rust code. There are over 450 lints included in this crate! Lints are divided i

Broot A better way to navigate directories Installation Instructions Get an overview of a directory, even a big one br -s Notice the unlisted? That's

A/B Street Ever been stuck in traffic on a bus, wondering why is there legal street parking instead of a dedicated bus lane? A/B Street is a project t

Psst Fast Spotify client with native GUI, without Electron, built in Rust. Very early in development, lacking in features, stability, and general user

shogun_search Learning the principle of search engine. This is the first time I've written Rust. A search engine written in Rust. Current Features: Bu

shellfirm Opppppsss you did it again? 😱 😱 😰 Protect yourself from yourself! rm -rf * git reset --hard before saving? kubectl delete ns which going

Attention: This repository has been archived and is no longer being maintained. It has been replaced by the Substrate How-to Guides. Please use the Su

Refract GTK Refract is a guided image conversion tool written in Rust for x86-64 Linux systems with GTK. It takes JPEG and PNG image sources and produ

Coding Challenge LeetCode/Hackerrank e.t.c Using this as an opportunity to improve my knowledge of rust lang If you found this repo useful to you, add

Rust advent 🦀 🐚 Learning Rust by implementing solutions for Advent of Code problems. 🎥 HEY, we are live-streaming our attempts to solve the exercis

Tangram is the all-in-one machine learning toolkit for programmers. Train a model from a CSV file on the command line. Make predictions from Elixir, G