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v0.8.0

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@github-actions github-actions released this 03 Sep 17:43
· 470 commits to main since this release
192d54c

Added

  • add L-BFGS-B algorithm
  • update line search to take a max_step optional argument and return a bool flag of validity rather than an Option
  • add LineSearch trait and implementations of BFGS and L-BFGS algorithms
  • update NelderMead to count gradient evals and use bounded interface
  • add bounded evaluation shortcuts to Function trait and count gradient evaluations in Status

Fixed

  • simplify logic by removing internal m
  • change to inequality to ensure a proper status message if the max iterations are passed

Other

  • fix brackets in readme and update main lib docs
  • update readme
  • remove unused collections module