Kernel Ridge Regression using 'RcppArmadillo'


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Documentation for package ‘FastKRR’ version 0.1.1

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FastKRR-package Kernel Ridge Regression using the 'RcppArmadillo' Package
approx_kernel Compute low-rank approximations(Nyström, Pivoted Cholesky, RFF)
FastKRR Kernel Ridge Regression using the 'RcppArmadillo' Package
fastkrr Fit kernel ridge regression using exact or approximate methods
krr_reg Kernel Ridge Regression
make_kernel Kernel matrix K construction for given datasets
predict.krr Predict responses for new data using fitted KRR model
print.approx_kernel Print method for approximated kernel matrices
print.kernel_matrix Print method for kernel matrices
print.krr Print method for fitted Kernel Ridge Regression models
tunable.krr_reg Expose tunable parameters for 'krr_reg'