Man pages for fastPLS
Fast Partial Least Squares for High-Dimensional Data

cuda_infoReport CUDA Build and Runtime Capability
evaluateEvaluate prediction performance
fastcorFast Pearson Correlation
fastPLS_blasReport the numerical library selected when fastPLS was...
fastsvdNative Randomized Singular Value Decomposition
has_cudaCheck CUDA Runtime Availability for fastPLS
has_metalCheck Apple Metal Backend Availability for fastPLS
plot.fastPLSPlot PLS latent scores
plot.permutationPlot PLS permutation-test R2 and Q2 values
plsPartial Least Squares with selectable model family and...
pls.double.cvNested cross-validation for PLS
pls.single.cvSingle cross-validation for PLS component optimization
predict.fastPLSPredict from fitted fastPLS models
ViPVariable importance in projection (VIP)
fastPLS documentation built on Sept. 29, 2026, 1:06 a.m.