v0.7.0

ProximalAlgorithms v0.7.0

Diff since v0.5.4

Breaking changes

• Updated autodiff backends from Zygote to DifferentiationInterface (#88, #90, #93)
• Bumped minimum Julia version to 1.6 (#95)

Check this section of the documentation on how to use the updated autodiff mechanism.

Merged pull requests:

• Update bibliography details (#84) (@aldma)
• Add Aqua to tests (#87) (@lostella)
• Update Documenter version, fix piracy (#88) (@lostella)
• Add stlib compat (#89) (@lostella)
• Update gradient interface, support AbstractDifferentiation (#90) (@lostella)
• Regret factor in ForwardBackward (#91) (@aldma)
• Expose backtracking factor, rename increase factor (#92) (@lostella)
• Switch from AbstractDifferentiation to DifferentiationInterface (#93) (@gdalle)
• Fix benchmark code (#94) (@lostella)
• Bump DifferentiationInterface to v0.6 (#95) (@gdalle)

Closed issues:

• Autodiff backends (#71)
• Remove Zygote dependency by switching to AbstractDifferentiation (#80)
• Question on DavisYin algorithm (#83)