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Pearson Correlation for Sparse Matrices. More memory and time-efficient than cor(as.matrix(x)).
cor(as.matrix(x))
dtmcorr(x)
a correlation matrix
A matrix, potentially a sparse matrix such as a "dgCMatrix" object