build(deps): bump joblib from 1.4.2 to 1.5.1 in /tools

[dependabot]

Bumps joblib from 1.4.2 to 1.5.1.

Changelog

Sourced from joblib's changelog.

Release 1.5.1 - 2025/05/23

• Fix backend hints causing errors when no multiprocessing is present joblib/joblib#1721

• Vendor loky3.5.5 fixing the resource_tracker clean up with earlier Python versions. joblib/joblib#1724

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:

... (truncated)

Commits

• cb554a5 RELEASE 1.5.1 (#1725)
• 4529751 MTN vendor loky 3.5.5 (#1724)
• 9779342 DOC Add note about Memory pickle security consideration (#1722)
• ed0806a FIX default process backend when multiprocessing is disabled (#1721)
• a02f4e4 MNT back to dev mode
• 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)
• Additional commits viewable in compare view

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[dependabot]

A newer version of joblib exists, but since this PR has been edited by someone other than Dependabot I haven't updated it. You'll get a PR for the updated version as normal once this PR is merged.