ImputePredictiveDropouts: Helper function to PseudoInverseSolution_percell

In beyergroup/ADImpute: Adaptive Dropout Imputer (ADImpute)

Description

ImputePredictiveDropouts applies Moore-Penrose pseudo-inversion to compute the dropout-dependent solution of network imputation for each cell

Usage

ImputePredictiveDropouts(net, thr = 0.01, expr)

Arguments

net	matrix, logical; network coefficients for all dropout (to be imputed) genes that are predictive of the expression of other dropout genes
thr	numeric; tolerance threshold to detect zero singular values
expr	numeric; vector of gene expression for all genes in the cell at hand

Value

vector; imputation results for the dropout-dependent genes

beyergroup/ADImpute documentation built on Dec. 19, 2021, 8:48 a.m.