| Name : R-MOSS
| |
| Version : 0.2.2
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : lp154.3.1
| Date : 2024-07-01 10:29:58
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| Group : Development/Libraries/Other
| Source RPM : R-MOSS-0.2.2-lp154.3.1.src.rpm
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| Size : 4.00 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Multi-Omic Integration via Sparse Singular Value Decomposition
|
Description :
High dimensionality, noise and heterogeneity among samples and features
challenge the omic integration task. Here we present an omic
integration method based on sparse singular value decomposition (SVD)
to deal with these limitations, by: a. obtaining the main axes of
variation of the combined omics, b. imposing sparsity constraints at
both subjects (rows) and features (columns) levels using Elastic Net
type of shrinkage, and c. allowing both linear and non-linear
projections (via t-Stochastic Neighbor Embedding) of the omic data to
detect clusters in very convoluted data (Gonzalez-Reymundez et. al,
2022) < doi:10.1093/bioinformatics/btac179>.
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RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.4/x86_64 |
