Added a warning admonition to the list of dependencies in the installation guide

[RohitP2005]

Description

This PR adds a warning admonition in the documentation to notify users about potentially outdated dependencies listed in the requirements section. The change helps to ensure that users are aware that the dependencies listed may not be up-to-date and should be verified.

Fixes #4705

Type of change

Please add a line in the relevant section of CHANGELOG.md to document the change (include PR #) - note reverse order of PR #s. If necessary, also add to the list of breaking changes.

• Documentation update (non-breaking change that modifies documentation)
• Bug fix (non-breaking change that fixes an issue)
• New feature (non-breaking change which adds functionality)
• Optimization (back-end change that speeds up the code)

Key checklist:

• No style issues: $ pre-commit run (or $ nox -s pre-commit) (see CONTRIBUTING.md for how to set this up to run automatically when committing locally, in just two lines of code)
• All tests pass: $ python -m pytest (or $ nox -s tests)
• The documentation builds: $ python -m pytest --doctest-plus src (or $ nox -s doctests)

You can run integration tests, unit tests, and doctests together at once, using $ nox -s quick.

Further checks:

• Code is commented, particularly in hard-to-understand areas
• Tests added that prove fix is effective or that feature works
  

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 99.22%. Comparing base (a7253b8) to head (ad50448).
Report is 4 commits behind head on develop.

Additional details and impacted files

@@           Coverage Diff            @@
##           develop    #4706   +/-   ##
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  Coverage    99.22%   99.22%           
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  Files          303      303           
  Lines        23070    23077    +7     
========================================
+ Hits         22891    22898    +7     
  Misses         179      179           

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[agriyakhetarpal]

Thanks, @RohitP2005!

[RohitP2005]

Thanks, @RohitP2005!

Pleasure working with you

[Saransh-cpp]

This assumes that users know what pyproject.toml is (without a link) 😢

Suggested change

	The list of dependencies below might be outdated. Please refer to the ``pyproject.toml`` file to find all dependencies.
	The list of dependencies below might be outdated. Please use tools like [``pipdeptree``](https://github.com/tox-dev/pipdeptree) to find the latest dependencies of ``pybamm``.

@RohitP2005 can you fix this in a new PR if @agriyakhetarpal agrees?

[agriyakhetarpal]

Yes, I thought about leaving a permalink to the file, but dropped the idea considering that most users wouldn't require to see it and it might get outdated as well. On second thought, please feel free to add a link to it from the main branch, because it's unlikely that the file's location will change, and if it does, it will be noticed caught by improvements like #4686 anyway.

Also, pipdeptree does not yet display optional dependencies properly (and neither does uv pip tree), so I wouldn't recommend adding it.

[RohitP2005]

yeah, i agree with @agriyakhetarpal

[Saransh-cpp]

Nice! @RohitP2005 could you open a PR adding the link?

[RohitP2005]

@Saransh-cpp Sorry for the confusion earlier as I was misguided by this comment #4706 (comment) . I have added link to the pyproject.toml file as u requested