stereo.core.StPipeline.phenograph#
- StPipeline.phenograph(phenograph_k=30, pca_res_key='pca', n_jobs=10, res_key='phenograph', seed=0)[source]#
Cluster cells into subgroups by Phenograph.
- Parameters:
phenograph_k (
int
) – the k value of Phenograph.pca_res_key (
str
) – the key of PCA analysis to get corresponding result fromself.result
.n_jobs (
int
) – the number of parallel jobs to run for neighbors search. If set to-1
, all CPUs will be used. Too high value may cause segment fault.res_key (
str
) – the key for storing result of Phenograph clustering.seed (
int
) – leiden initialization of the optimization.
- Returns:
Clustering result of Phenograph is stored in
self.result
where the key is'phenograph'
.