Comment by cubedice

I noticed the R packages for various functions in the text can be found here http://www-stat.stanford.edu/~tibs/ElemStatLearn//Rfun.html .

Their names are pretty catchy; I'll admit I want to use 'gradient boosting' and 'Lasso and elastic-net regularized generalized linear models'.