PiDMD Tutorial

[sichinaga]

Hi everyone!

Apologies that this took some time, but I've created a lengthy tutorial for the PiDMD module. It basically walks users through a brief overview of the theory of PiDMD and skims through all of the module's available manifolds. It also includes a brief comparison of DMD and PiDMD when applied to a toy dataset.

Currently, this PR only includes the Jupyter Notebook, but I will add the corresponding .py file once we feel this tutorial is good to go! 😄

Edit: I've added the .py file thinking it might help me pass some tests, but maybe not? If someone could fill me in on how to get the tests passing, that would be much appreciated. :)

[mtezzele]

@sichinaga I think this is a great tutorial! Thanks for the contribution.
Just add it to the readme table in the tutorials folder, please.

[fandreuz]

Hi @sichinaga, we can rely on the GitHub action to automatically generate the .py file based on your notebook after we merge this this, so there's no need to attach it to the PR. The tutorial looks very good!

[ndem0]

Very nice, green light also for me!
Thanks!

[sichinaga]

Thank you all for reviewing the tutorial! I removed the .py file so that GitHub can automatically generate it, and I added the tutorial to the readme as per your suggestions. Let me know if anything else needs fixing! :)