Talk with your machine in this minimalistic Rust crate!

Related tags

Machine learning nlp rust machine-learning crate wip-do-not-use
Overview

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 just need two functions and data. Speak doesn't use other crates, and itself is very lightweight, so it wont slow down your program. But while being lightweight Speak also is very powerful, with various default functions, and customization available.

Features

  • The Rust file is very small, less than 4 KB, while being easy to understand, so you can even customize the engine for your purposes. (I recommend trying to customize the main function before modifying the engine for yourself.)

  • A lot of customization and dynamic range, there is practically no limit, even with the default settings. (Unless you want to make a +131k index map, then you'll need like 10 characters)

  • Custom map types, for optimization purposes. (Named Data and TranslatedData)

  • Fully 100% Open Source.

  • Multithreaded (Soon)

  • Easy setup

Status

Please, do not try to use Speak yet, I'm working every day to make this happend.

In less than one week I'll deploy an usable version. But I need to create the rest of the algorithm, from scratch. With 0 inspiration.

Setup

Currently Speak is not published, and is in Beta, please don't use it.



Stargazers repo roster for @blyxyas/speak

Forkers repo roster for @blyxyas/speak

You might also like...
A Machine Learning Framework for High Performance written in Rust
A Machine Learning Framework for High Performance written in Rust

polarlight polarlight is a machine learning framework for high performance written in Rust. Key Features TBA Quick Start TBA How To Contribute Contrib

Chris Ohk 25 Aug 23, 2022
Example of Rust API for Machine Learning

rust-machine-learning-api-example Example of Rust API for Machine Learning API example that uses resnet224 to infer images received in base64 and retu

vaaaaanquish 16 Oct 3, 2022
Machine learning Neural Network in Rust

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

Alexandru Olaru 3 Dec 26, 2022
Source Code for 'Practical Machine Learning with Rust' by Joydeep Bhattacharjee

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

Apress 57 Dec 7, 2022
An example of using TensorFlow rust bindings to serve trained machine learning models via Actix Web
An example of using TensorFlow rust bindings to serve trained machine learning models via Actix Web

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

Kyle Kosic 39 Dec 12, 2022
🏆 A ranked list of awesome machine learning Rust libraries.

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

₸ornike 110 Dec 28, 2022
BudouX-rs is a rust port of BudouX (machine learning powered line break organizer tool).

BudouX-rs BudouX-rs is a rust port of BudouX (machine learning powered line break organizer tool). Note: This project contains the deliverables of the

null 5 Jan 20, 2022
Mars is a rust machine learning library. [Goal is to make Simple as possible]
Mars is a rust machine learning library. [Goal is to make Simple as possible]

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

KoBruh 3 Dec 25, 2022
A machine learning library in Rust from scratch.

Machine Learning in Rust Learn the Rust programming language through implementing classic machine learning algorithms. This project is self-completed

Chi Zuo 39 Jan 17, 2023
Owner
Alex
:shipit:
Alex
GitHub
High-level non-blocking Deno bindings to the rust-bert machine learning crate.

bertml High-level non-blocking Deno bindings to the rust-bert machine learning crate. Guide Introduction The ModelManager class manages the FFI bindin

Carter Snook 14 Dec 15, 2022
Machine learning crate in Rust

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

Vigneshwer Dhinakaran 8 Sep 6, 2022
convolutions-rs is a crate that provides a fast, well-tested convolutions library for machine learning

convolutions-rs convolutions-rs is a crate that provides a fast, well-tested convolutions library for machine learning written entirely in Rust with m

null 10 Jun 28, 2022
A Rust library with homemade machine learning models to classify the MNIST dataset. Built in an attempt to get familiar with advanced Rust concepts.

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

Neil Kaushikkar 0 Sep 2, 2021
A Rust machine learning framework.

Linfa linfa (Italian) / sap (English): The vital circulating fluid of a plant. linfa aims to provide a comprehensive toolkit to build Machine Learning

Rust-ML 2.2k Jan 2, 2023
Machine Learning library for Rust

rusty-machine This library is no longer actively maintained. The crate is currently on version 0.5.4. Read the API Documentation to learn more. And he

James Lucas 1.2k Dec 31, 2022
Machine learning in Rust.

Rustml Rustml is a library for doing machine learning in Rust. The documentation of the project with a descprition of the modules can be found here. F

null 60 Dec 15, 2022
Rust based Cross-GPU Machine Learning

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

Jason Ramapuram 83 Dec 20, 2022
Machine Learning Library for Rust

autograph Machine Learning Library for Rust undergoing maintenance Features Portable accelerated compute Run SPIR-V shaders on GPU's that support Vulk

null 223 Jan 1, 2023
Fwumious Wabbit, fast on-line machine learning toolkit written in Rust

Fwumious Wabbit is a very fast machine learning tool built with Rust inspired by and partially compatible with Vowpal Wabbit (much love! read more abo

Outbrain 115 Dec 9, 2022