# MoSBi - Molecular signatures using Biclustering
This package is a implementation of biclustering ensemble
method MoSBi (Molecular signature Identification from Biclustering).
MoSBi provides standardized interfaces for biclustering results and
can combine their
results with a multi-algorithm ensemble approach to compute robust
ensemble biclusters on molecular omics data.
This is done by computing similarity networks of biclusters and
filtering for overlaps using a custom error model.
After that, the louvain modularity it used to extract bicluster
communities from the similarity network, which can then be converted
to ensemble biclusters.
Additionally, MoSBi includes several network visualization methods
to give an intuitive and scalable overview of the results.
MoSBi comes with several biclustering algorithms, but can be easily
extended to new biclustering algorithms.
Installation instructions:
``` r
# install.packages("devtools")
devtools::install_github("tdrose/mosbi")
```