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Linfa's 0.8.1 release adds Least Angle Regression algorithm in the new linfa-lars crate and Random Forest and AdaBoost algorithms in linfa-ensemble.
linfa-lars: Add Least Angle Regression by @aswin-1111 in https://github.com/rust-ml/linfa/pull/421linfa-ensemble:
EnsembleLearner by @ladezai in https://github.com/rus...Besides Bernouilli naive bayes classifier and bootstrap aggregation ensemble method, most notably Linfa's 0.8.0 release brings support for ndarray 0.16.
linfa-bayes Add bernoulli naive bayes implementation by @wildart, @relf in https://github.com/rust-ml/linfa/pull/388linfa-ensemble Add new ensemble methods crate: linfa-ensemble by @jk1015, @relf in https://gith...{Des,S}erialize for all public items by @cyqsimon in https://github.com/rust-ml/linfa/pull/324Linfa's 0.6.0 release removes the mandatory dependency on external BLAS libraries (such as intel-mkl) by using a pure-Rust linear algebra library. It also adds the Naive Multinomial Bayes and Follow The Regularized Leader algorithms. Additionally, the AsTargets trait has been separated into AsSingleTargets and AsMultiTargets.
With older versions of Linfa, algorithm cr...