initialization: initialize the sub-matrix Ci into alpha*Li by SVD
In M2SMF: Multi-Modal Similarity Matrix Factorization for Integrative Multi-Omics Data Analysis

Li takes the first k columns of matrix d in SVD, while alpha is the mean of all the u of SVD result in each modality

1	initialization(WL, k)

`WL`	A list of similarity matrices
`k`	A parameter to specify the cluster number

A list with N+2 elements, the former N as modality private sub-matrices, the Nth as the shared sub-matrix and the last one as 1

Xiaoyao Yin

WL <- simu_data_gen()
new_WL_list <- initialize_WL(WL)
k <- 5
init_list <- initialization(new_WL_list,k)

M2SMF documentation built on Jan. 11, 2020, 9:28 a.m.

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An Introduction to the package M2SMF"

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