Rust Rust-machine-learning-api-example Resources

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rulinalg This library is no longer actively maintained The crate is currently on version 0.4.2.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

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

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

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.

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

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

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

graph-rs Now available on stable Rust at crates.io graph-rs-sdk = "0.1.0" 0.1.0 and above use stable Rust. Anything before 0.1.0 uses nightly Rust. M

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

vega Previously known as native_spark. Documentation A new, arguably faster, implementation of Apache Spark from scratch in Rust. WIP Framework tested

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

Differential Evolution Simple and powerful global optimization using a Self-Adapting Differential Evolution for Rust. See Wikipedia's article on Diffe

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

tch-rs-pretrain-example-docker Docker for PyTorch rust bindings tch-rs. Example of pretrain model. Docker files support the following install libtorch

rust-ann-search-example Image search example by approximate nearest-neighbor library In Rust use - tensorflow 0.17.0 - pretrain ResNet50 - hora (Ru

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

Libsm Libsm is an open source pure rust library of China Cryptographic Algorithm Standards. It is completed by a collaborative effort between the Cryp

An OpenSSL compatibility layer for the Rust SSL/TLS stack. MesaLink is an OpenSSL compatibility layer for the Rust SSL/TLS stack, namely rustls, webpk

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

English | Español | Русский Lemmy A link aggregator / Reddit clone for the fediverse. Join Lemmy · Documentation · Report Bug · Request Feature · Rele

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

Imitari Imitari is a project to provide an easy and lightweight server for images. It is compatible with software like ShareX. The projects goals are

mCaptcha Proof of work based, privacy respecting CAPTCHA system with a kickass UX. STATUS: ACTIVE DEVELOPMENT Skip to demo mCaptcha is a privacy respe

What is Dalted? Web-app that simulates different types of color blindness from a user-provided input image. Resources The color blindness simulation i

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

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

Example application: Rust, Actix & Heroku Rust is a language suitable for high-peformance, reliable web services. Actix is a popular Rust web framewor

WebApp.rs A web application completely written in Rust Target of this project is to write a complete web application including backend and frontend wi

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

Dockerize Graphql Rust More current version at https://github.com/jayy-lmao/rust-cult-graphql-server This project is currently for demonstrating the u

Rust/Actix Example An Actix 2.0 REST server using the Rust language. Motivation Actix Web is a fast, powerful web framework for building web applicati

Full-stack Rust with WebAssembly Look Ma, No JavaScript !!! My very first Rust project (implementation of the "Connect 5" game), I used as a learning

Miri An experimental interpreter for Rust's mid-level intermediate representation (MIR). It can run binaries and test suites of cargo projects and det