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We captured the TOM matrices from the Sage and WGCNA algorithms.  The values are the same (down to the machine's floating point resolution) as illustrated in this scatter plot:    

 

Note:  To make the TOM values the same for both algorithms, the default value for the WGCNA parameter "tomType" is overridden, changing it from "signed" to "unsigned".  The definition of the parameter is given here:http://www.genetics.ucla.edu/labs/horvath/CoexpressionNetwork/Rpackages/WGCNA/OldPackages/WGCNA_0.67-2.pdf

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