Lib.rs

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#machine-learning #deep-learning #data-science #rust

DeepIron

A simple Rust library for machine learning and deep learning

by LordSaumya

2 releases

new 0.1.2 May 14, 2024
0.1.1 May 13, 2024
0.1.0 Jan 28, 2024

#605 in Machine learning

Download history 1/week @ 2024-02-13 15/week @ 2024-02-20 6/week @ 2024-02-27 1/week @ 2024-03-26 9/week @ 2024-04-02

120 downloads per month

MIT license

120KB
1.5K SLoC

DeepIron

Description

A basic machine learning library built in Rust.

Features

  • Linear Regression
  • Logistic Regression
  • Multilayer Perceptron
  • Support Vector Machine
  • Dataloader

lib.rs:

DeepIron

DeepIron is a simple and extensible machine learning library written in Rust. The goal of this library is to understand the fundamentals of machine learning by implementing them from scratch. As such, the library is basic, unoptimised, and not suitable for production use.

Dependencies

~16MB
~298K SLoC