{"repo":"rust-ml/linfa","free":true,"listed":false,"github":"https://github.com/rust-ml/linfa","clone":"git clone https://github.com/rust-ml/linfa.git","description":"A Rust machine learning framework.","language":"Rust","stars":4730,"topics":["machine-learning","rust","algorithms","scientific-computing"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":"Linfa linfa (Italian) / sap (English): The vital circulating fluid of a plant. 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. Website Community chat Current state Where does linfa stand right now? Are we learning yet? linfa currently provides sub-packages with the following algorithms: Name Purpose Status Category Notes :----------------------------------------------- :--------------------------------------- :-------------------- :-------------------- :---------------------------------------------------------------------------------------- bayes Naive Bayes Tested Supervised learning Contains Bernouilli, Gaussian and Multinomial Naive Bayes clustering Data clustering Tested / Benchmarked Unsupervised learning Clustering of unlabeled data; contains K-Means, Gaussian-Mixture-Model, DBSCAN and OPTICS ensemble Ensemble methods Tested Supervised learning Contains bagging, random forest and AdaBoost elasticnet Elastic Net Tested Supervised learning Linear regression with elastic net constraints ftrl Follow The Regularized Leader - proximal Tested / Benchmarked Partial fit Contains L1 and L2 regularization. Possible incremental update hierarchical Agglomerative hierarchical clustering Tested Unsupervised learning Cluster and build hierarchy of clusters ica Independent component analysis Tested Unsup","default_branch":null,"files":null,"tree":[],"storefront":"/r/rust-ml","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/rust-ml/linfa/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}