MimeSys (Simulating Multi-omics Datasets with Arbitrary Association Structure)

Introduction

MimeSys provides a set of validated simulation modules to generate realistic multi-omics datasets facilitating targeted benchmarking of multi-omics analysis methods.

Installation

MimeSys can be loaded using the following command (execute from within a fresh R session):

install.packages('devtools')
library(devtools)
devtools::install_github("himelmallick/MimeSys")
library(MimeSys)

Basic Usage

MimeSys(n_sample, n_feature, template_data)

Citation

If you use MimeSys in your work, please cite the following paper:

Mallick H et al. (2023+). MimESys: Simulating Multi-omics Datasets with Arbitrary Association Structure. In Submission.