Rust Algorithm-training Resources

pm-remez: Parks-McClellan Remez FIR design algorithm pm-remez is a modern Rust implementation of the Parks-McClellan Remez exchange algorithm. It can

Algorithm J Hindley–Milner Algorithm J implementation in Rust. Showcase Usage To run the repl, use the following command: $ cargo run If you want to t

Rust & Qt workshop This workbook contains the material for a Rust & Qt workshop held by Ferrous Systems, developed and held together with KDAB. It is

astar.rs A blazingly-fast A-Star search algorithm and visualisation written in Rust. GUI powered by egui. Allows for dynamic grid sizes and user-chose

View as English 项目描述 本项目通过逆向得到苹果缓存服务器的签名算法，并可以成功注册缓存服务。算法分为两种运行模式。 运行模式 直接运行（x64）: 效率较高，但只支持64位CPU。已测试可运行在Windows/Linux/macOS上。 模拟器运行: 兼容性极高，支持所有CPU架构

Gravitation Particles A Barnes-Hut implementation of n-body gravitation simulation in Rust. Running the project The video rendering feature is impleme

Y-Octo Y-Octo is a high-performance CRDT implementation compatible with yjs. Introduction Y-Octo is a tiny, ultra-fast CRDT collaboration library buil

candle-simplified-example A simplified example in Rust of training a neural network and then using it based on the Candle Framework by Hugging Face. H

OptionCell: OnceCell but derivable from Option This library provides an equivalent of OnceCell, but it guarantees layout compatibility with OptionT,

DawnSearch DawnSearch is an open source distributed web search engine that searches by meaning. It uses semantic search (searching on meaning), using

A "Naive" Implementation of the Wavefront Algorithm for Sequence Alignment with Gap-Affine Scoring This repository contains some simple code that I wr

Secret Keeper A simple and secure command-line tool to protect your text by encrypting and decrypting it using the robust AES-256 algorithm. Built wit

Escape AI AI learns escape a room. This is a rust based implementation of a genetic algorithm and reinforcement learning simulation that trains an AI

Flappy Bird AI AI learns to play flappy bird. This is a neuro-evolution simulation of flappy birds implemented in rust using macroquad Demo Usage Clon

Glidesort Glidesort is a novel stable sorting algorithm that combines the best-case behavior of Timsort-style merge sorts for pre-sorted data with the

🍔 Slamburger [in-progress] This repo is meant to be an extremely teachable codebase for how to do SLAM. It's also meant to provide a library in WebAs

TopK TopK algorithm implementation in Rust. This crate currently provides the Filtered Space-Saving algorithm. Version numbers follow the semver conve

Flash Algorithm Template This is a flash algorithm template for writing CMSIS-Pack flash algorithms in Rust. It can be used to generate new flash algo

Flyoff Flyoff is a project that uses Rust and WebAssembly (WASM) to train virtual birds to get the most food using a genetic algorithm and a custom ne

Comprehensive Rust 🦀 This repository has the source code for Comprehensive Rust 🦀 , a four day Rust course developed by the Android team. The course

Probabilistic Principal Component Analysis (PPCA) model This project implements a PPCA model implemented in Rust for Python using pyO3 and maturin. In

Huffman Encoding/Decoding This project is inspired by lab_huffman of CS225(2022fall) @ UIUC Team:    -- Chaoqi LIU ([email protected])    -- Jiahu

rust_aads - Rust Algorithms And Data Structures rust_aads is an open repository with algorithms and data structures, used in computer science and comp

Project Masterpass (working title) Attention! This project is still under heavy development, and SHOULD NOT be used in practice, as the algorithms cou

Open TSS This project is a Rust implementation of multi-party {t,n}-threshold signature scheme(TSS). The current version of this library supports ECDS

miniraft A 1kloc, well-documented Raft consensus algorithm implementation This crate is a minimal implementation of the Raft consensus protocol with

Ferris has to escape the creepers using a modified version of Dijkstra called A*

python-daachorse daachorse is a fast implementation of the Aho-Corasick algorithm using the compact double-array data structure. This is a Python wrap

Embedded Rust Trainings for Espressif This repository contains Training Material for learning to use Embedded Rust with the Espressif ESP32-C3. We sug

bevy_jfa The Jump Flooding Algorithm (JFA) for Bevy. Features This crate provides an OutlinePlugin that can be used to add outlines to Bevy meshes. Se

Inverse kinematics plugin for Bevy implementing the FABRIK algorithm.

wildmatch Match strings against a simple wildcard pattern. Tests a wildcard pattern p against an input string s. Returns true only when p matches the

gillrocky An implementation of the Gillespie algorithm in Rust. Example cargo build cargo run @todo See also Animated demo of algorithm References E

random_search A neural network model that can approximate any non-linear function by using the random search algorithm for the optimization of the los

Context Tree Weighting (CTW) CTW is a lightweight, practical and well performing sequence prediction algorithm discovered by Frans Willems, Yuri Shtar

winsfs winsfs is a tool for inference of the site frequency spectrum ("SFS"). Quickstart Assuming SAF files have already been made, default estimation

welford Online algorithm for mean and variance, with support for uneven weights. This implements the Welford's online algorithm for computing mean and

NEATeRS NEATeRS is a library for training a genetic neural net through reinforcement learning. It uses the NEAT algorithm developed by Ken Stanley whi

ppmd-rs Library that implements different versions of PPMD algorithm (compress and decompress) Dependencies Rust 1.58 or newer Cargo How to build Clon

nsga nsga is an opinionated implementation of the NSGA-II (Non-dominated Sorting Genetic Algorithm), a multi-objective genetic optimization algorithm.

hubpack is an algorithm for converting Rust values to bytes and back. It was originally designed for encoding messages sent between embedded programs. It is designed for use with serde.

AGCWD is described in the paper "Efficient Contrast Enhancement Using Adaptive Gamma Correction With Weighting Distribution".

rusty-vegetation Graphical Rust program that uses a fractal algorithm to draw a "tree" of sorts. To Build and Run On Linux: Install build-essentials o

mca This repository contains a compression algorithm written by me (Michael Grigoryan). The algorithm is only able to compress and decompress text fil

A simple implementation of the astar pathfinding algorithm from red blob games. In order to use the pathfinder you must have a path map for it to navi

fractal-hash-traversal An implementation of Jakobsson's Fractal Hash Sequence Traversal algorithm. There is at least one hash traversal algorithm that

Raft Problem and Importance When building a distributed system one principal goal is often to build in fault-tolerance. That is, if one particular nod

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

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

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

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

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

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

Overview This repository contains the Rust source code for the algorithms in the textbook Algorithms, 4th Edition by Robert Sedgewick and Kevin Wayne.

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

Substrate Node Template A fresh FRAME-based Substrate node, ready for hacking 🚀 Getting Started Follow the steps below to get started with the Node T

Rust DjangoHashers A Rust port of the password primitives used in Django Project. Django's django.contrib.auth.models.User class has a few methods to

NumToA #![no_std] Compatible with Zero Heap Allocations The standard library provides a convenient method of converting numbers into strings, but thes

mrmr Maximum Relevance - Minimum redundancy feature selection algorithm implemented in Rust. Usage CLI app. It gets input from a csv dataset with head

Dusk-Poseidon Reference implementation for the Poseidon Hashing algorithm. Reference Starkad and Poseidon: New Hash Functions for Zero Knowledge Proof

Multi-party ECDSA This project is a Rust implementation of {t,n}-threshold ECDSA (elliptic curve digital signature algorithm). Threshold ECDSA include

multiproof.rs A rust implementation of Alexey Akhunov's multiproof algorithm. At the time of creation, multiproof is still a work in progress and this

Double Ratchet A pure Rust implementation of the Double Ratchet, as specified by Trevor Perrin and Moxie Marlinspike. The Double Ratchet allows two us

algorithm-rs algorithm-rs is common data structures and algorithms for competitive programming in Rust. Contents TBA How To Contribute Contributions a

Paxakos is a pure Rust implementation of a distributed consensus algorithm based on Leslie Lamport's Paxos. It enables distributed systems to consistently modify shared state across their network, even in the presence of failures.

PERSIA (Parallel rEcommendation tRaining System with hybrId Acceleration) is developed by AI platform@Kuaishou Technology, collaborating with ETH. It

oisuite Your number #1 tool to managing your algo questions! This software only works on UNIX-based operating systems (macOS, Linux, BSD, etc.) Projec

rlp-iter rlp-iter (Resolving Lattice Point Iterator) is an iterator that returns a space-filling permutation of integers in a given range. Specificall

rusty_pi Implementation of Monte Carlo PI approximation algorithm in Rust Python bindings. Time of 100M iterations approximation on Core i7 10th gen:

Raft The Raft algorithm implement by Rust. This project refers to Eli Bendersky's website, the link as follows: https://eli.thegreenplace.net/2020/imp

MadRaft The labs of Raft consensus algorithm based on MadSim. Some codes are derived from MIT 6.824 and PingCAP Talent Plan: Raft Lab. Thanks for thei

An implementation of the A-Star pathfinding algorithm tailored for traversing a bespoke collection of weighted hexagons. It's intended to calculate the most optimal path to a target hexagon where you are traversing from the centre of one hexagon to the next along a line orthogonal to a hexagon edge

fast-surface-nets A fast, chunk-friendly implementation of Naive Surface Nets on regular grids. Surface Nets is an algorithm for extracting an isosurf

AstroBWT AstroBWT is a proof-of-work (PoW) algorithm based on Burrows-Wheeler transform (BWT). Developed and used by the DERO Project for Mobile (arm)

label-propagation-rs Label Propagation Algorithm by Rust. Label propagation (LP) is graph-based semi-supervised learning (SSL). A simple LGC and a mor

genx genx provides modular building blocks to run simulations of optimization and search problems using Genetic Algorithms (GA). The vision for genx i

🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .

Zopfli Compression Algorithm is a compression library programmed in C to perform very good, but slow, deflate or zlib compression.

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

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

Vector Similarity Search Engine with extended filtering support Qdrant (read: quadrant ) is a vector similarity search engine. It provides a productio

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

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

suffix-array-li2016 An implemenetation of (part of) the suffix array construction algorithm developed by Zhize Li et al. (2016). This algorithm is cla

Sample code for Compute Shader 101 This repo contains sample code to help you get started writing applications using compute shaders.

In many examples of 2D line-of-sight algorithms, expensive operations like trigonometry are used. Additionally, some methods have intentional inaccuracies in them for the sake of simplicity. Here, we give an algorithm which does not fudge the numbers, and uses only basic arithmetic: addition, subtraction, multiplication, and division. This is not intended to replace the existing algorithms, or even be more efficient in practice.

sts_map_oracle Pitch-perfect copy of map generation algorithm from Slay the Spire Usage Prints out map layouts in console for given seed: sts_map_orac

simd-adler32 A SIMD-accelerated Adler-32 rolling hash algorithm implementation. Features No dependencies Support no_std (with default-features = false

Fast Paths The most famous algorithms used to calculate shortest paths are probably Dijkstra's algorithm and A*. However, shortest path calculation ca

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

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

This project is a continuation of the C++ CavalierContours library rewritten in Rust with the goal of building out more functionality, better

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

Image Compression Algorithm 🦭 A new lossless image compression algorithm. In the newest version the algorithm performs rather good, but manages to su