docs(update): fixed theme issues and updated mkdocs-jupyter

[Naman-Priyadarshi]

Pull Request description

Added dark-light mode toggle switch to documentation and updated mkdocs-jupyter to 0.24.7

Fixes #261

How to test these changes

mkdocs serve

Pull Request checklists

This PR is a:

• [ ] bug-fix
• [ ] new feature
• [x] maintenance

About this PR:

• [ ] it includes tests.
• [ ] the tests are executed on CI.
• [ ] the tests generate log file(s) (path).
• [x] pre-commit hooks were executed locally.
• [ ] this PR requires a project documentation update.

Author's checklist:

• [x] I have reviewed the changes and it contains no misspelling.
• [x] The code is well commented, especially in the parts that contain more complexity.
• [x] New and old tests passed locally.

Additional information

Reviewer's checklist

Copy and paste this template for your review's note:

## Reviewer's Checklist

- [ ] I managed to reproduce the problem locally from the `main` branch
- [ ] I managed to test the new changes locally
- [ ] I confirm that the issues mentioned were fixed/resolved

[Naman-Priyadarshi]

I changed the accent from amber to lime, let me know if you want me to change it back

[xmnlab]

@Naman-Priyadarshi , looks good to me.

I just fixed the CI. could you rebase your branch on top of the upstream main, please?

[Naman-Priyadarshi]

I think not changing the colour of the top bar is in advantage here, as our current (temporary) logo is not visible with a dark background.

[Saransh-cpp]

Oh I see, thanks!

[xmnlab]

thanks @Naman-Priyadarshi for working on that! thanks @Saransh-cpp for the review!

[github-actions[bot]]

:tada: This PR is included in version 0.8.0 :tada:

The release is available on:

• 0.8.0
• GitHub release

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