#' @export
setGeneric("PrepareILoReg",signature = "object",
function(object) {
standardGeneric("PrepareILoReg")
})
#' @export
setGeneric("RunParallelICP",signature = "object",
function(object, k = 15, d = 0.3, L = 200, r = 5, C = 0.3, reg.type = "L1", max.iter = 200, threads = 0,icp.batch.size=Inf) {
standardGeneric("RunParallelICP")
})
#' @export
setGeneric("RunPCA", signature = "object",
function(object,
p = 50,
scale = FALSE,
threshold = 0) {
standardGeneric("RunPCA")
})
#' @export
setGeneric("PCAElbowPlot", signature = "object",
function(object,
return.plot=FALSE) {
standardGeneric("PCAElbowPlot")
})
#' @export
setGeneric("RunUMAP", signature = "object",
function(object) {
standardGeneric("RunUMAP")
})
#' @export
setGeneric("RunTSNE", signature = "object",
function(object,
perplexity = 30) {
standardGeneric("RunTSNE")
})
#' @export
setGeneric("HierarchicalClustering", signature = "object",
function(object) {
standardGeneric("HierarchicalClustering")
})
#' @export
setGeneric("CalcSilhInfo", signature = "object",
function(object,
K.start = 2, K.end = 50) {
standardGeneric("CalcSilhInfo")
})
#' @export
setGeneric("SilhouetteCurve", signature = "object",
function(object,
return.plot = FALSE) {
standardGeneric("SilhouetteCurve")
})
#' @export
setGeneric("SelectKClusters", signature = "object",
function(object,
K = NULL) {
standardGeneric("SelectKClusters")
})
#' @export
setGeneric("MergeClusters", signature = "object",
function(object,
clusters.to.merge = "",
new.name = "") {
standardGeneric("MergeClusters")
})
#' @export
setGeneric("RenameAllClusters", signature = "object",
function(object,
new.cluster.names = "") {
standardGeneric("RenameAllClusters")
})
#' @export
setGeneric("RenameCluster", signature = "object",
function(object,
old.cluster.name = "",
new.cluster.name = "") {
standardGeneric("RenameCluster")
})
#' @export
setGeneric("GeneScatterPlot", signature = "object",
function(object,
genes = "",
return.plot = FALSE,
dim.reduction.type = "tsne",
point.size = 0.7,
title = "",
plot.expressing.cells.last = FALSE,
nrow = NULL,
ncol = NULL) {
standardGeneric("GeneScatterPlot")
})
#' @export
setGeneric("ClusteringScatterPlot",signature = "object",
function(object,
clustering.type = "manual",
return.plot = FALSE,
dim.reduction.type = "",
point.size = 0.7,
title = "",
show.legend = TRUE) {
standardGeneric("ClusteringScatterPlot")
})
#' @export
setGeneric("FindAllGeneMarkers", signature = "object",
function(object,
clustering.type = "manual",
test = "wilcox",
log2fc.threshold = 0.25,
min.pct = 0.1,
min.diff.pct = NULL,
min.cells.group = 3,
max.cells.per.cluster = NULL,
return.thresh = 0.01,
only.pos = FALSE) {
standardGeneric("FindAllGeneMarkers")
})
#' @export
setGeneric("FindGeneMarkers", signature = "object",
function(object,
clusters.1 = NULL,
clusters.2 = NULL,
clustering.type = "",
test = "wilcox",
logfc.threshold = 0.25,
min.pct = 0.1,
min.diff.pct = NULL,
min.cells.group = 3,
max.cells.per.cluster = NULL,
return.thresh = 0.01,
only.pos = FALSE) {
standardGeneric("FindGeneMarkers")
})
#' @export
setGeneric("VlnPlot", signature = "object",
function(object,
clustering.type = "manual",
genes = NULL,
return.plot = FALSE,
rotate.x.axis.labels=FALSE) {
standardGeneric("VlnPlot")
})
#' @export
setGeneric("GeneHeatmap", signature = "object",
function(object,
clustering.type = "manual",
gene.markers = NULL) {
standardGeneric("GeneHeatmap")
})
#' @export
setGeneric("AnnotationScatterPlot", signature = "object",
function(object,
annotation = NULL,
return.plot = FALSE,
dim.reduction.type = "",
point.size = 0.7,
show.legend = FALSE) {
standardGeneric("AnnotationScatterPlot")
})
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