Rust Machine learning Resources

Principles of Blockchains Welcome! This is the repository for COS/ECE 470: Principles of Blockchains, Fall 2022 at Princeton University. Main website

Tangram Tangram is an automated machine learning framework designed for programmers. Run tangram train to train a model from a CSV file on the command

The Rust CUDA Project An ecosystem of libraries and tools for writing and executing extremely fast GPU code fully in Rust Guide | Getting Started | Fe

hnsw Hierarchical Navigable Small World Graph for fast ANN search Enable the serde feature to serialize and deserialize HNSW. Tips A good default for

ormsgpack ormsgpack is a fast msgpack library for Python. It is a fork/reboot of orjson It serializes faster than msgpack-python and deserializes a bi

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

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

RustNN An easy to use neural network library written in Rust. Crate Documentation Description RustNN is a feedforward neural network library. The libr

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

Neural Network from Scratch Neural network implementations from scratch in Rust. Setup & Run Dataset used is mnist. Download the 4 archives and extrac

Glenside is a pure, low-level tensor program representation which enables tensor program optimization via program rewriting, using rewriting frameworks such as the egg equality saturation library.

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

imsearch 基于特征点匹配的的局部图像搜索工具 主要基于以下项目： ORB_SLAM3 - 解决了传统 ORB 算法中存在的特征点过于集中的问题 faiss - 对大规模向量进行搜索 安装方式 安装 OpenCV、faiss 注：编译 faiss 时建议设置 -DFAISS_OPT_LEVEL

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

rustlearn A machine learning package for Rust. For full usage details, see the API documentation. Introduction This crate contains reasonably effectiv

Similari Similari is a framework that helps build sophisticated tracking systems. The most frequently met operations that can be efficiently implement

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

mstickereditor Import sticker packs from telegram, to be used at the Maunium sticker picker for Matrix Requirements: a Stickerpickerserver msrd0/docke

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

Space Invade.rs An 8080 Space Invaders emulator written in Rust This is an 8080 emulator running the 1978 Space Invaders game by Taito, written in Rus

Intricate A GPU accelerated library that creates/trains/runs neural networks in pure safe Rust code. Architechture overview Intricate has a layout ver

BURN BURN: Burn Unstoppable Rusty Neurons This library aims to be a complete deep learning framework with extreme flexibility written in Rust. The goa

YoloV5-API [WIP] API to run inferences with YoloV5 models. Written in Rust, based on OpenCV 4.5.5 If you need a C++ version, check my C++ Yolov5-API R

gpgpu A simple GPU compute library based on wgpu. It is meant to be used alongside wgpu if desired. To start using gpgpu, just create a Framework inst

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

💣 Squad Mortar Helper (SMH) SMH is a computer vision toy project aimed at automating mortar calculations in the game Squad Download demo.mp4 Requirem

vinyana vinyana - stands for mind in pali language. Goal To implement a simple Neural Network Library in order to understand the maths behind it. This

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

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

autograd Differentiable operations and tensors backed by ndarray. Motivation Machine learning is one of the field where Rust lagging behind other lang

Mars Mars (ma-rs) is an blazingly fast rust machine learning library. Simple and Powerful! 🦀 🚀 Contribution: Feel free to build this project. This i

Fast approximate nearest neighbor searching in Rust, based on HNSW index

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

Real-time Ray Tracing with nannou & rust-gpu An attempt at a real-time implementation of "Ray Tracing in One Weekend" by Peter Shirley. This was a per

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

Mithril Security - BlindAI Website | LinkedIn | Blog | Twitter | Documentation | Discord Fast, accessible and privacy friendly AI deployment 🚀 🔒 Bli

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

genanki-rs: A Rust Crate for Generating Anki Decks With genanki-rs you can easily generate decks for the popular open source flashcard platform Anki.

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

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.

Panther A efficient, high-performance python technical analysis library written in Rust using PyO3 and rust-numpy. Indicators ATR CMF SMA EMA RSI MACD

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

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

Sunrise This repository contains a bunch of experiments surrounding the nvidia gamestream protocol and reimplementations in the form of sunshine and m

SDF Viewer (demo below) A fast and cross-platform Signed Distance Function (SDF) viewer, easily integrated with your SDF library. A Signed Distance Fu

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

MegFlow MegFlow 是一个面向视觉应用的流式计算框架, 目标是简单、高性能、帮助机器学习应用快速落地。 Features 基于 async-std[features=tokio1] 的高效异步运行时调度器 简洁的基于 toml 的建图描述格式 支持静态、动态、共享子图 支持 Rust/P

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

GAD: Generic Automatic Differentiation for Rust This project aims to provide a general and extensible framework for tape-based automatic differentiati

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

Key-Value Component Demo This repo serves as an example of how to use the latest wasm runtime wasmtime and its component-model feature to build and ex

Cleora Cleora is a genus of moths in the family Geometridae. Their scientific name derives from the Ancient Greek geo γῆ or γαῖα "the earth", and metr

nannou-sand-simulation Learning nannou, an open-source creative-coding toolkit for Rust, by implementing a visualization for a simulation of sand fall

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