v0.4.0

OptimKit v0.4.0

Diff since v0.3.1

• Default functions for manipulating tangents and retractions now use VectorInterface.jl, so that tuples and nested structures are more easily supported
• Various changes to improve robustness and configurability of both the optimization algorithms and the inner linesearch, in particular:
  • custom convergence and termination criteria
  • changes to info and warning output formatting and level settings
  • easier to control linesearch maximum number of iterations and maximum number of function evaluations

Breaking changes

• The verbosity levels have changed meaning (slightly) so that printed output might not be the same as before
• Requires Julia 1.8 because of use of ScopedVariables.jl

Merged pull requests:

• further fix for Float32 bisect infinite loop (#10) (@marius311)
• WIP: complete overhaul (#17) (@Jutho)

Closed issues:

• Optimization with Float32 (#13)

v0.3.1

OptimKit v0.3.1

Diff since v0.3.0

Closed issues:

• Possible infinite loop in bisect (#8)

Merged pull requests:

• fix possible Float32 bisect infinite loop (#9) (@marius311)

v0.3.0

OptimKit v0.3.0

Diff since v0.2.0

v0.2.0

OptimKit v0.2.0

Diff since v0.1.0

Merged pull requests:

• Fix finalize! signature in README (#6) (@mhauru)

v0.1.0

OptimKit v0.1.0

Merged pull requests:

• Update linesearches.jl (#1) (@maartenvd)
• Install TagBot as a GitHub Action (#2) (@JuliaTagBot)
• Fix a typo in output prints. (#3) (@mhauru)
• Fix a missing comma in an argument list. (#4) (@mhauru)