Hi Zachary, FYI, I found these broken links in your RcppML pkgdown site. The link to this tutorial can't be reached - - https://zdebruine.github.io/RcppML/articles/annotating_nmf_models.html The output plots from these sections are missing- - https://zdebruine.github.io/RcppML/articles/getting_started.html#predictionrecommendation-with-nmf - https://zdebruine.github.io/RcppML/articles/getting_started.html#cross-validation-for-rank-determination