Linfa is a comprehensive Rust library for building machine learning applications. Inspired by Python’s scikit-learn, it offers common preprocessing tasks and classical machine learning algorithms. The framework organizes algorithms into sub-packages covering supervised learning, dimensionality reduction, clustering, and other ML techniques. It aims to be the vital fluid (sap) for ML in Rust.