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Refresh documentation styling with Furo theme (#2934)

This PR proposes a refresh of `dpnp documentation` styling and layout by
migrating to the `furo` theme and improving the overall API
documentation appearance

- Replace `sphinx_rtd_theme` with `furo`
- Update documentation dependencies in `pyproject.toml`,
`building_docs.ym`l and `base_build_docs.txt`
- Redesign the landing page using sphinx-design cards
- Add custom CSS/JS for cleaner NumPy-style API formatting
- Improve tables, section headers, parameter formatting and function
signatures

dpnp logo (`dpnp.svg`) will be added in the future

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