Rustic Learning is a series of articles exploring the use of Rust programming language for machine learning tasks. Part 2 focuses on two of the most popular machine learning libraries available in Rust, Linfa and SmartCore. SmartCore is a powerful and flexible machine learning library that provides a variety of algorithms and tools for building interpretable machine learning models in Rust, including feature importance and decision paths. Linfa offers a wide range of algorithms for regression, classification, clustering, and other tasks, with a standardized API for machine learning algorithms that facilitates interoperability with other Rust libraries. Despite being relatively new compared to other languages like Python and R, Rust’s machine learning ecosystem is growing rapidly, and libraries like Linfa and SmartCore are contributing to its popularity.
source update: Regression and… – Towards AI