RARD: Robust and accurate rare cell type de-convolution for gene expression and DNA methylation data
RARD was implemented using python. It can be installed in Windows, Linux as well as MAC OS. RARD requires python version >= 3 and all the dependent packages will be installed using pip.
RARD can be installed using pip by the following command:
pip install RARDWe provide demon dataset generated from single cell mouse RNA-seq.
Note: RARD is not sensitive to gene identifier, but the user should restrict gene identifier to a specific one.
We provide a demo here to illustrate how to run RARD
from RARD.run_deconRARD import deconvolution
deconvolution('ref.csv', 'mix.csv', 'marker.csv', 'prop_predict.csv', scale=0.01)The results will be saved in prop_predict.csv.
