Adding notebooks to docs

[prady0t]

What type of PR is this? (check all applicable)

• 💾 Refactor
• 🪄 Feature
• 🐞 Bug Fix
• 🔧 Optimization
• 📚 Documentation
• 🧪 Test
• 🛠️ Other

Related issues

• Closes Include notebooks in documentation #710

Checklist

• Code follows style guide
• Tests added
• Documented the changes

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Please explain your changes below.

[prady0t]

@hameerabbasi, could you review this whenever free? I've added the "Notebooks" section in nav (and it's visible, but not on the home page with an icon just like other sections). Currently, there are also some failures in the Jupyter notebook itself.

[codspeed-hq]

CodSpeed Performance Report

Merging #894 will degrade performances by 15.31%

_{Comparing prady0t:notebooks (842f4d5) with main (5cf299c)}

Summary

❌ 1 regression
✅ 339 untouched

⚠️ Please fix the performance issues or acknowledge them on CodSpeed.

Benchmarks breakdown

	Benchmark	BASE	HEAD	Change
❌	test_index_slice[side=100-rank=2-format='gcxs']	2 ms	2.4 ms	-15.31%

[hameerabbasi]

It seems like matplotlib needs to be added to the docs dependencies.

[hameerabbasi]

Also please rebase on master.