v0.5.0

Manopt v0.5.0

Diff since v0.4.69

This breaking release is mainly concerned with stability and usability

• all interfaces have been unified, especially orders of arguments and names of keywords
• for gradient rules like CG or average gradient, and stepsizes like the Armijo linesearch, specifying the manifold (yet again) is no longer necessary thanks to an idea from Dmtry
• the documentation has been reworked to using a glossary internally
• we now use Aqua.jl to avoid ambiguities
• we are back to supporting Julia 1.6 again after this rework as well.

For a full list of breaking changes see the Changelog.md.

Merged pull requests:

• Rework high level interfaces (#392) (@kellertuer)
• Rework presentation of keywords (#393) (@kellertuer)
• Bump tarides/changelog-check-action from 2 to 3 (#405) (@dependabot[bot])

Closed issues:

• Unify passing of optional parts of the objective in high-level solver interfaces (#381)
• Quasi-Newton update rules issues (#382)
• Initialise states based on point type already and not requiring an actual point (#400)
• Problems with quasi-newton and PositiveDefinite matrix (#401)