biobenkj/compartmap: Higher-order chromatin domain inference in single cells from scRNA-seq and scATAC-seq

Compartmap performs direct inference of higher-order chromatin from scRNA-seq and scATAC-seq. This package implements a James-Stein estimator for computing single-cell level higher-order chromatin domains. Further, we utilize random matrix theory as a method to de-noise correlation matrices to achieve a similar "plaid-like" patterning as observed in Hi-C and scHi-C data.

Getting started

Package details

Bioconductor views ATACSeq Epigenetics Genetics RNASeq SingleCell
LicenseGPL-3 + file LICENSE
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
biobenkj/compartmap documentation built on May 20, 2021, 9:14 a.m.