AddImputedScore | Calculate imputed expression values |
AddMetaData | Add Metadata |
AddSamples | Add samples into existing Seurat object. |
AddSmoothedScore | Calculate smoothed expression values |
AssessNodes | Assess Internal Nodes |
AssessSplit | Assess Cluster Split |
AverageExpression | Averaged gene expression by identity class |
AveragePCA | Average PCA scores by identity class |
BatchGene | Identify potential genes associated with batch effects |
BuildClusterTree | Phylogenetic Analysis of Identity Classes |
BuildRFClassifier | Build Random Forest Classifier |
BuildSNN | SNN Graph Construction |
CellPlot | Cell-cell scatter plot |
ClassifyCells | Classify New Data |
ClusterAlpha | Probability of detection by identity class |
ColorTSNESplit | Color tSNE Plot Based on Split |
DBClustDimension | Perform spectral density clustering on single cells |
DiffExpTest | Likelihood ratio test for zero-inflated data |
DiffTTest | Differential expression testing using Student's t-test |
DimPlot | Dimensional reduction plot |
DoHeatmap | Gene expression heatmap |
DoKMeans | K-Means Clustering |
DotPlot | Dot plot visualization |
FeatureHeatmap | Vizualization of multiple features |
FeaturePlot | Visualize 'features' on a dimensional reduction plot |
FetchData | Access cellular data |
FindAllMarkers | Gene expression markers for all identity classes |
FindAllMarkersNode | Find all markers for a node |
FindClusters | Cluster Determination |
FindMarkers | Gene expression markers of identity classes |
FindMarkersNode | Gene expression markers of identity classes defined by a... |
FitGeneK | Build mixture models of gene expression |
GenePlot | Scatter plot of single cell data |
GetCentroids | Get cell centroids |
HeatmapNode | Node Heatmap |
ICA | Run Independent Component Analysis on gene expression |
ICAPlot | Plot ICA map |
ICHeatmap | Independent component heatmap |
ICTopGenes | Find genes with highest ICA scores |
InitialMapping | Infer spatial origins for single cells |
JackStraw | Determine statistical significance of PCA scores. |
JackStrawPlot | JackStraw Plot |
KClustDimension | Perform spectral k-means clustering on single cells |
LogNormalize | Normalize raw data |
MakeSparse | Make object sparse |
MarkerTest | ROC-based marker discovery |
MeanVarPlot | Identify variable genes |
MergeNode | Merge subchilden of a node |
MergeSeurat | Merge Seurat Objects |
NegBinomDETest | Negative binomial test for UMI-count based data |
PCA | Run Principal Component Analysis on gene expression |
PCAFast | Run Principal Component Analysis on gene expression using... |
PCAPlot | Plot PCA map |
PCASigGenes | Significant genes from a PCA |
PCElbowPlot | Quickly Pick Relevant PCs |
PCHeatmap | Principal component heatmap |
PCTopCells | Find cells with highest PCA scores |
PCTopGenes | Find genes with highest PCA scores |
PlotClusterTree | Plot phylogenetic tree |
PlotNoiseModel | Visualize expression/dropout curve |
PoissonDETest | Poisson test for UMI-count based data |
PrintPCA | Print the results of a PCA analysis |
ProjectPCA | Project Principal Components Analysis onto full dataset |
Read10X | Load in data from 10X |
RefinedMapping | Quantitative refinement of spatial inferences |
RegressOut | Regress out technical effects and cell cycle |
RenameIdent | Rename one identity class to another |
ReorderIdent | Reorder identity classes |
RunDiffusion | Run t-distributed Stochastic Neighbor Embedding |
RunTSNE | Run t-distributed Stochastic Neighbor Embedding |
SampleUMI | Sample UMI |
ScaleData | Scale and center the data |
SetAllIdent | Switch identity class definition to another variable |
SetIdent | Set identity class information |
Setup | Setup Seurat object |
seurat | The Seurat Class |
Seurat-deprecated | Deprecated function(s) in the Seurat package |
StashIdent | Set identity class information |
SubsetCells | Return a subset of the Seurat object |
SubsetData | Return a subset of the Seurat object |
TobitTest | Differential expression testing using Tobit models |
TSNEPlot | Plot tSNE map |
ValidateClusters | Cluster Validation |
ValidateSpecificClusters | Specific Cluster Validation |
VizClassification | Highlight classification results |
VizICA | Visualize ICA genes |
VizPCA | Visualize PCA genes |
VlnPlot | Single cell violin plot |
WhichCells | Identify cells matching certain criteria |
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