background_df | Simulated Background Data for cPCA and scPCA |
bpContrastiveCov | Parallelized Contrastive Covariance Matrices |
bpFitCPCA | Contrastive Principal Component Analysis in Parallel |
bpFitGrid | Identify the Optimal Contrastive and Penalty Parameters in... |
checkArgs | Check Arguments passed to the scPCA Function |
contrastiveCov | Contrastive Covariance Matrices |
covMat | Compute Sample Covariance Matrix |
cvSelectParams | Fold-Specific Selection of Contrastive and Penalization... |
fitCPCA | Contrastive Principal Component Analysis |
fitGrid | Identify the Optimal Contrastive and Penalty Parameters |
safeColScale | Safe Centering and Scaling of Columns |
scPCA | Sparse Contrastive Principal Component Analysis |
selectParams | Selection of Contrastive and Penalization Parameters |
spcaWrapper | Sparse PCA Wrapper |
toy_df | Simulated Target Data for cPCA and scPCA |
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