Adds ability to run nmf with new method - #53
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Adds option for user to call run_nmf() with a new parameter, method. This can equal either "mse" (default value), or can be set to "kl" to run NMF using kl-divergence and sequential coordinate descent (scd). Only implemented as a dense version currently.