xliu-uth/ImmClassifier: Knowledge-based and lineage-driven immune cell classification in single-cell RNA-Seq data

ImmClassifier (Immune cell classifier), a knowledge-based and lineage-driven immune cell classification algorithm with fine annotation granularity yet high prediction accuracy. ImmClassifer seamlessly integrates the biology of immune cell differentiation, the strength of heterogeneous reference datasets and the state-of-art machine learning models. ImmClassifier cascades a machine learning module and a deep learning module.

Getting started

Package details

AuthorXuan Liu
MaintainerXuan Liu <xuan.liu.1@uth.tmc.edu>
LicenseGPL 3.0
Version1.1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("xliu-uth/ImmClassifier")
xliu-uth/ImmClassifier documentation built on Sept. 5, 2022, 3:01 a.m.