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M2SMF  

Multi-Modal Similarity Matrix Factorization for Integrative Multi-Omics Data Analysis
View on CRAN: Click here


Download and install M2SMF package within the R console
Install from CRAN:
install.packages("M2SMF")

Install from Github:
library("remotes")
install_github("cran/M2SMF")

Install by package version:
library("remotes")
install_version("M2SMF", "2.0")



Attach the package and use:
library("M2SMF")
Maintained by
Xiaoyao Yin
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-06-19
Latest Update: 2019-11-17
Description:
A new method to implement clustering from multiple modality data of certain samples, the function M2SMF() jointly factorizes multiple similarity matrices into a shared sub-matrix and several modality private sub-matrices, which is further used for clustering. Along with this method, we also provide function to calculate the similarity matrix and function to evaluate the best cluster number from the original data.
How to cite:
Xiaoyao Yin (2018). M2SMF: Multi-Modal Similarity Matrix Factorization for Integrative Multi-Omics Data Analysis. R package version 2.0, https://cran.r-project.org/web/packages/M2SMF. Accessed 03 Dec. 2024.
Previous versions and publish date:
1.0 (2018-06-19 15:48)
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