In the regularization problem, for example, LASSO, the regularization parameter, \lambda, is determined by cross validation (CV).
When writing the code in R, I usually generate a sequence of values of \lambda. Then, for each one, I conduct the CV. The whole process is coded in the way of for-loop.
Since the for loop is not efficient, is there any better way to realize the idea of choosing regularization parameter in code?