✨[Feature] Port notebooks to sphinx-gallery

[narendasan]

Is your feature request related to a problem? Please describe.

Notebooks right now have a few issues including:

• Notebooks must be run AOT to avoid triggering execution during documentation building
• Notebooks do not currently render properly
• Notebook outputs have excessive amounts of text

Describe the solution you'd like

PyTorch uses sphinx-gallerynotebook styled examples which are just python files with comments: https://sphinx-gallery.github.io/stable/tutorials/index.html. We can also link to CoLab so users can try the notebooks out in browser.

Describe alternatives you've considered

Additional context

https://github.com/pytorch/tutorials https://sphinx-gallery.github.io/stable/tutorials/plot_parse.html#sphx-glr-tutorials-plot-parse-py

[narendasan]

cc: @tanayvarshney

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This issue has not seen activity for 90 days, Remove stale label or comment or this will be closed in 10 days