--- a +++ b/man/run_scAI.Rd @@ -0,0 +1,61 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/scAI_model.R +\name{run_scAI} +\alias{run_scAI} +\title{run scAI model} +\usage{ +run_scAI( + object, + K, + do.fast = FALSE, + nrun = 5L, + hvg.use1 = FALSE, + hvg.use2 = FALSE, + keep_all = F, + s = 0.25, + alpha = 1, + lambda = 1e+05, + gamma = 1, + maxIter = 500L, + stop_rule = 1L, + init = NULL, + rand.seed = 1L +) +} +\arguments{ +\item{object}{scAI object} + +\item{K}{An integer indicating the Rank of the inferred factor} + +\item{do.fast}{whether use the python version for running scAI optimization model} + +\item{nrun}{Number of times to repreat the running} + +\item{hvg.use1}{whether use high variable genes for RNA-seq data} + +\item{hvg.use2}{whether use high variable genes for ATAC-seq data} + +\item{keep_all}{Whether keep all the results from multiple runs} + +\item{s}{Probability of Bernoulli distribution} + +\item{alpha}{model parameter} + +\item{lambda}{model parameter} + +\item{gamma}{model parameter} + +\item{maxIter}{An integer indicating Maximum number of iteration} + +\item{stop_rule}{Stop rule to be used} + +\item{init}{List of the initialized low-rank matrices} + +\item{rand.seed}{An integer indicating the seed} +} +\value{ + +} +\description{ +run scAI model +}