README.md

In jpvert/apg: Optimization with accelerated proximal gradient

APG: Accelerated Proximal Gradient in R

APG is an R package to solve convex but potentially non-smooth optimization problems with an accelerated proximal gradient.

It implements basic functions for least-squares and logistic regression with lasso, elastic net, group lasso or monotonicity constraints, and allows the user to easily implement extensions.

To install APG from R, type:

install.packages('devtools')
library(devtools)
install_github("jpvert/apg")

Check the vignette for examples.

jpvert/apg documentation built on May 19, 2019, 11:51 p.m.