Construct Cell Graphs

ConstructKnnGraph()

Construct a Symmetric KNN graph

ConstructDiffusionOperators()

Construct Diffusion Operators

Calculate LMD Score

LMD()

Calculate Localized Marker Detector Score (LMDS) for each gene

fast_get_lmds()

Fast Get LMDS

show_result_lmd()

Show LMD Result

Obtain Gene Modules

CalculateGeneDistance()

Calculate Gene Pairwise Distance

ClusterGenes()

Cluster Genes

Calculate Cell Module Scores

AddModuleActivityScore()

Add Module Activity Score

Visualization

VisualizeGraph()

Visualize Graph

CustomFeaturePlot()

Custom Feature Plot

VisualizeDiffusion()

Visualize Diffusion

CustomModulePlot()

Plot Feature Modules

VisualizeScorePattern()

Visualize Score Pattern

VisualizeGeneHeatmap()

Visualize Gene Distance Heatmap

VisualizeGeneTSNE()

Visualize Gene t-SNE

Other

RowwiseNormalize()

Row-wise Normalize a Matrix