v0.5.0

ProximalAlgorithms v0.5.0

Diff since v0.4.1

Closed issues:

• Add flag to hide warnings (#25)

Merged pull requests:

• Add equivalence test DRS/DRLS (#46) (@lostella)
• Reduce algorithms boilerplate (#47) (@lostella)
• Add implementation of S-FISTA (#48) (@wwkong)
• Fix benchmark (#49) (@lostella)
• Improve adaptive stepsize for PANOC and ZeroFPR (#50) (@lostella)
• Refactor some of the algorithms (#51) (@lostella)
• Add autodiff fallback for gradient computation using Zygote (#52) (@lostella)
• Fix bug in line search in DRLS (#53) (@lostella)
• Add option for strongly convex case to DRLS + other fixes (#54) (@lostella)
• Optimizing algorithms code, refactoring acceleration directions (#55) (@lostella)
• Run tests on Julia 1.6 and 1.7 (#56) (@lostella)
• Add implementation of PANOC+ (#57) (@aldma)
• Fix and polish Nesterov acceleration tooling and fast proximal gradient implementation (#58) (@lostella)
• Stronger stop criterion for PANOC+ (#60) (@aldma)
• Fix typos, update constructors, add Chambolle-Pock constructor (#61) (@lostella)
• Update algorithms interface, update docs (#62) (@lostella)
• add CITATION.cff file (#63) (@aldma)
• Fix PANOCplus (#66) (@aldma)
• Introducing ProximalCore (#67) (@lostella)