Description Usage Arguments Value
Run diffusion map
1 2 3 | RunDiffusion(object, cells.use = NULL, dims.use = 1:5, genes.use = NULL,
reduction.use = "pca", q.use = 0.01, max.dim = 2, scale.clip = 10,
reduction.name = "dm", reduction.key = "DM", ...)
|
object |
Seurat object |
cells.use |
Which cells to analyze (default, all cells) |
dims.use |
Which dimensions to use as input features |
genes.use |
If set, run the diffusion map procedure on this subset of genes (instead of running on a set of reduced dimensions). Not set (NULL) by default |
reduction.use |
Which dimensional reduction (PCA or ICA) to use for the diffusion map. Default is PCA |
q.use |
Quantile to use |
max.dim |
Max dimension to keep from diffusion calculation |
scale.clip |
Max/min value for scaled data. Default is 3 |
reduction.name |
dimensional reduction name, specifies the position in the object$dr list. dm by default |
reduction.key |
dimensional reduction key, specifies the string before the number for the dimension names. DM by default |
... |
Additional arguments to the diffuse call |
Returns a Seurat object with a diffusion map
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