linfa

We have hosted the application linfa in order to run this application in our online workstations with Wine or directly.

Quick description about 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

Programming Language: Rust.
Categories: