Construct and Compare scGRN from Single-Cell Transcriptomic Data


[Up] [Top]

Documentation for package ‘scTenifoldNet’ version 1.3

Help Pages

cpDecomposition Canonical Polyadic Decomposition
cpmNormalization Performs counts per million (CPM) data normalization
dRegulation Evaluates gene differential regulation based on manifold alignment distances.
makeNetworks Computes gene regulatory networks for subsamples of cells based on principal component regression.
manifoldAlignment Performs non-linear manifold alignment of two gene regulatory networks.
pcNet Computes a gene regulatory network based on principal component regression
scQC Performs single-cell data quality control
scTenifoldNet scTenifoldNet
tensorDecomposition Performs CANDECOMP/PARAFAC (CP) Tensor Decomposition.