MarioniLab/StabMap: Stabilised mosaic single cell data integration using unshared features

StabMap performs single cell mosaic data integration by first building a mosaic data topology, and for each reference dataset, traverses the topology to project and predict data onto a common embedding. Mosaic data should be provided in a list format, with all relevant features included in the data matrices within each list object. The output of stabMap is a joint low-dimensional embedding taking into account all available relevant features. Expression imputation can also be performed using the StabMap embedding and any of the original data matrices for given reference and query cell lists.

Getting started

Package details

Bioconductor views DimensionReduction SingleCell Software
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
MarioniLab/StabMap documentation built on Sept. 28, 2022, 2:28 a.m.