BUILD(pip): update joblib requirement from <1.5,>=1.4.0 to >=1.4.0,<1.6

[dependabot]

Updates the requirements on joblib to permit the latest version.

Changelog

Sourced from joblib's changelog.

Release 1.5.0 -- 2025/05/03

Memory:

- Enforce ``age_limit`` is a positive timedelta for ``Memory.reduce_size``,
  to avoid silently ignoring it.
  https://github.com/joblib/joblib/pull/1613


Remove deprecated bytes_limit argument for Memory, which should

be passed directly to Memory.reduce_size.

joblib/joblib#1569


Extend functionality of the check_call_in_cache method to now also

check against cache validity. Before, it would only check for a given call

if it is in cache memory.

joblib/joblib#1584


The Memory object now automatically creates a .gitignore file in its cache

directory, instructing git to ignore the entire folder.

joblib/joblib#1674


Parallel:

• Fixed a bug that caused the timeout parameter in joblib.Parallel to be ineffective when used along with return_as='generator_unordered'. joblib/joblib#1586

• Pretty printing of Parallel execution progress when the number of tasks is known. joblib/joblib#1608

• Make it possible to pass extra arguments to the LokyBackend and MultiprocessingBackend, enabling the use of initializer. joblib/joblib#1525

• Refactor and document the custom parallel backend API. joblib/joblib#1667

Maintenance:

- Drop support for Python 3.8.
  https://github.com/joblib/joblib/pull/1669


Support for Python 3.13 free-threaded has been added.

joblib/joblib#1589


Drop support for PyPy.

</tr></table>

... (truncated)

Commits

• e347c92 RELEASE 1.5 (#1719)
• 03c3f66 FIX run tests with only one cpu (#1715)
• df4403f FIX update test_manual_scatter to check consistence between dask backend and ...
• 8515638 MNT use protocol=5 for dumping arrays with dtype=object (#1682)
• 863994d FIX issue in memmap reducing when base array is 1d (#1704)
• deee7f5 FIX workaround for numpy.core DeprecationWarning (#1714)
• 031b902 MTN vendor loky 3.5.2 (#1711)
• 3aa56cc ENH allow passing extra args to backend constructor, enabling the use of init...
• 71c2ce7 FIX typo in memory.rst (#1700)
• 6eeef50 FIx typo in the parallel doc (#1701)
• Additional commits viewable in compare view

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[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 85.24%. Comparing base (3a2aaed) to head (ab001cc).
Report is 2 commits behind head on main.

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #6140      +/-   ##
==========================================
+ Coverage   85.23%   85.24%   +0.01%     
==========================================
  Files         167      167              
  Lines       63635    63635              
==========================================
+ Hits        54240    54248       +8     
+ Misses       9395     9387       -8     

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