Update optimistix requirement from <0.1,>=0.0.10 to >=0.0.10,<0.2

[dependabot]

Updates the requirements on optimistix to permit the latest version.

Release notes

Sourced from optimistix's releases.

Optimistix v0.1.0

Breaking changes:

• Verbose printing has changed (across all supported solvers: optimistix.{DogLeg, LevenbergMarquardt, IndirectLevenbergMarquardt, LBFGS, ...etc}).

  Instead of consuming a frozenset of elements to display, e.g. LevenbergMarquardt(..., verbose=frozenset({"loss"})), then this should be set to either False (the default, print nothing), True (print everything), or to a callable to have full control over what will be printed.

Features:

• optimistix.FixedPointIteration now optionally supports damping. (Thanks @​aidancrilly! #210)

Bugfixes:

• No longer triggering JAX initialisation on import. (#186)
• optimistix.BestSoFarMinimiser and optimistix.BestSoFarLeastSquares should now correctly check the final step when determining the best result. (#33, #211)
• optimistix.BFGS now accepts float32 input even when JAX is in float64 mode. Previously this would crash. (#207, #212)
• In the solver.step API, solvers were incorrectly reporting the aux output from a different step. I don't think this should affect results from the ultimate e.g. root_find(...).aux, but it will have affected those interacting with the per-step API directly. (#211)
• If a solver.terminate returns a non-successful result then this will terminate the solve. Previously this would be ignored and only the boolean flag was respected.

Misc:

• If a nonfinite value occurs during the solve then the solve will terminate.
• Minimum Python version is now 3.11.
• For contributors: added lots of benchmarks.

New Contributors

• @​jaeminoh made their first contribution in patrick-kidger/optimistix#178

Full Changelog: patrick-kidger/optimistix@v0.0.11...v0.1.0

Commits

• 8cb3e50 0.1.0
• 650fde4 Now checking for nonfinite values during solve, and erroring if one is encoun...
• e9c9abb Unsuccessful results will now trigger early termination.
• 07ff159 Added more flexible verbose printing
• 16c7d75 Propagate dtype to a few more places.
• f41291e Fixes the aux output being from the wrong y.
• 545936e pre-commit
• 682fcbe Added damping factor
• 16963fe Integrate benchmarking (#200)
• 9e856cb Drop support for Python 3.10 (#194)
• Additional commits viewable in compare view

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[codecov-commenter]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 86.55%. Comparing base (51a9c6d) to head (492e71a).

Additional details and impacted files

@@           Coverage Diff           @@
##             main     #103   +/-   ##
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  Coverage   86.55%   86.55%           
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  Files          13       13           
  Lines         580      580           
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  Hits          502      502           
  Misses         78       78           

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