SpNMF
Supervised NMF
Non-negative Matrix Factorization(NMF) is a powerful tool for identifying the key features of microbial communities and a dimension-reduction method. When we are interested in the differences between the structures of two groups of communities, supervised NMF(Yun Cai, Hong Gu and Tobby Kenney (2017),<doi:10.1186/s40168-017-0323-1>) provides a better way to do this, while retaining all the advantages of NMF -- such as interpretability, and being based on a simple biological intuition.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.1.1 |
rolling linux/jammy R-4.5 | SpNMF_0.1.1.tar.gz |
154.0 KiB |
0.1.1 |
rolling linux/noble R-4.5 | SpNMF_0.1.1.tar.gz |
154.0 KiB |
0.1.1 |
rolling source/ R- | SpNMF_0.1.1.tar.gz |
154.0 KiB |
0.1.1 |
latest linux/jammy R-4.5 | SpNMF_0.1.1.tar.gz |
154.0 KiB |
0.1.1 |
latest linux/noble R-4.5 | SpNMF_0.1.1.tar.gz |
154.0 KiB |
0.1.1 |
latest source/ R- | SpNMF_0.1.1.tar.gz |
154.0 KiB |
0.1.1 |
2026-04-26 source/ R- | SpNMF_0.1.1.tar.gz |
154.0 KiB |
0.1.1 |
2026-04-23 source/ R- | SpNMF_0.1.1.tar.gz |
154.0 KiB |
0.1.1 |
2025-04-20 source/ R- | SpNMF_0.1.1.tar.gz |
154.0 KiB |