Fast, Sensitive, and Accurate Integration of Single Cell Data


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Documentation for package ‘harmony’ version 1.2.0

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cell_lines List of metadata table and scaled PCs matrix
cell_lines_small Same as cell_lines but smaller (300 cells).
harmony Harmony: fast, accurate, and robust single cell integration.
HarmonyMatrix A proxy call to 'RunHarmony()'. Deprecated.
harmony_options Set advanced options for RunHarmony
moe_ridge_get_betas Get beta Utility
pbmc.ctrl Gene expression data of control PBMC from Kang et al. 2017. This contains a sample of 1000 cells from that condition and is used for the Seurat Vignette.
pbmc.stim Gene expression data of stimulated PBMC from Kang et al. 2017. This contains a sample of 1000 cells from that condition and is used for the Seurat Vignette.
RunHarmony Generic function that runs the harmony algorithm on single-cell genomics cell embeddings.
RunHarmony.default This is the primary harmony interface.
RunHarmony.Seurat Applies harmony on a Seurat object cell embedding.
RunHarmony.SingleCellExperiment Applies harmony on PCA cell embeddings of a SingleCellExperiment.