Implements coordinate descent for a smooth function plus penalty that decomposes across coordinates.
Curently a naive version of the active-set coordinate descent is implemented that works for L1 and weighted L1 penalty.
Examples:
- Lasso
- Sqrt-Lasso
- Scaled-Lasso
Package depends on ProximalBase.jl