MosaiClusteR
An Umbrella Framework for Multi-Source and Multi-Omics Clustering
An umbrella framework ("MoSaIC" = Multi-Omics Source-Agnostic Integration Clustering in R) that unifies a large collection of multi-source / multi-omics clustering methodologies behind a single, consistent list-of-matrices interface. It spans five integration paradigms - direct, similarity-based, graph-based, voting-based consensus, and hierarchy-based - and bundles a complete downstream workflow for method comparison and evaluation. The package features the multi-source the ability to compare many algorithms on the same footing, a data-nugget based feature-weighting scheme as a robust, big-data-friendly alternative to variance weighting, and a downstream suite for cluster characterisation, visualisation and biological interpretation.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.1.0 |
rolling linux/jammy R-4.5 | MosaiClusteR_0.1.0.tar.gz |
1.0 MiB |
0.1.0 |
rolling linux/noble R-4.5 | MosaiClusteR_0.1.0.tar.gz |
1.0 MiB |
0.1.0 |
rolling source/ R- | MosaiClusteR_0.1.0.tar.gz |
423.3 KiB |
0.1.0 |
latest linux/jammy R-4.5 | MosaiClusteR_0.1.0.tar.gz |
1.0 MiB |
0.1.0 |
latest linux/noble R-4.5 | MosaiClusteR_0.1.0.tar.gz |
1.0 MiB |
0.1.0 |
latest source/ R- | MosaiClusteR_0.1.0.tar.gz |
423.3 KiB |
0.1.0 |
2026-04-23 source/ R- | MosaiClusteR_0.1.0.tar.gz |
0 B |