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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)
Source: README.md, updated 2025-01-05