This is code for efficiently computing a the Positive Pairwise Mutual Information (PPMI) matrix and its Singular Value Decomposition (SVD)
It includes a the code for redsvd (https://github.com/mooreryan/redsvd.git) which is used as an efficient SVD algorithm.