update the numpy installation page with tab based navigation

[Musharraffaijaz]

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[Musharraffaijaz]

This PR tries to resolve the issue DOC: update installation page #811

[Musharraffaijaz]

@melissawm @lucascolley could you please review this?

[mattip]

When I look at the installation page from this PR I get confused. The page opens with a section on conda and pip, and then there are three tabs with the titles "Recommended method", "Python Package Management", and "NumPy Packages and Libraries". The meaing of those titles is not clear, and the pip/conda directions are repeated.

The layout on the Scipy page is much better. Could you copy that page to here and replace scipy with numpy?

[Musharraffaijaz]

When I look at the installation page from this PR I get confused. The page opens with a section on conda and pip, and then there are three tabs with the titles "Recommended method", "Python Package Management", and "NumPy Packages and Libraries". The meaing of those titles is not clear, and the pip/conda directions are repeated.

The layout on the Scipy page is much better. Could you copy that page to here and replace scipy with numpy?

Thank you for your review and reply, I have a small question, what about the installation steps? Since they are all different? So do you just want the scipy initial para to be the similar, and trhe rest of the steps to be as it is?

[mattip]

Since they are all different?

The installation instructions for NumPy and Scipy should be the 95% the same, other than some small details. Where are they different?

[Musharraffaijaz]

Since they are all different?

The installation instructions for NumPy and Scipy should be the 95% the same, other than some small details. Where are they different?

No I mean in scipy we have install via pixpi, uv those steps are different I think? SO you want whole the numpy/install page to be similiar to scipy with the name scipy changed to numpy?

[melissawm]

The NumPy installation should be simpler, but yes the page needs a full rewrite I'm afraid. You should verify that those steps work for NumPy as well, and there are a few that are only necessary for SciPy.

[Musharraffaijaz]

@melissawm @mattip thank you for your suggestions, could you please check the latest commits? I have tried something different have checked and verified different installation methods accros internet and through GPT as well. Could you please review this and suggest changes. Thanks

[mattip]

This looks really good, thanks. Just a small nit.

[mattip]

I think these lines can be removed.

Suggested change

	NumPy can be installed with a `package manager` on
	macOS and Linux, or [from source](https://numpy.org/devdocs/building).
	For more detailed instructions, consult our **Python and NumPy
	installation** guide below.