Fast Truncated Singular Value Decomposition and Principal Components Analysis for Large Dense and Sparse Matrices
Find a few approximate singular values and corresponding singular vect...
Find a few approximate largest eigenvalues and corresponding eigenvect...
Principal Components Analysis
Sparse regularized low-rank matrix approximation.
Summary method for truncated pca objects computed by prcomp_irlba.
Find a few approximate largest singular values and corresponding singu...
Fast and memory efficient methods for truncated singular value decomposition and principal components analysis of large sparse and dense matrices.