Linfa

linfa aims to provide a comprehensive toolkit to build Machine Learning applications with Rust. Kin in spirit to Python's scikit-learn, it focuses on common preprocessing tasks and classical ML algorithms for your everyday ML tasks.

Features

Data clustering
Maps feature vector into higher-dimensional space
Contains Ordinary Least Squares (OLS), Generalized Linear Models (GLM)
Linear regression with elastic net constraints
Builds two-class logistic regression models
Diffusion mapping and Principal Component Analysis (PCA)
Classification or regression analysis of labeled datasets
Cluster and build hierarchy of clusters

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License

Apache License V2.0

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Rust

Related Categories

Rust Machine Learning Software

Registered

2024-08-05

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