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
Project Samples
Categories
Machine LearningLicense
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