Fix API Reference on Topomodelx' doc website

[pyt-team]

Fix API Reference on Topomodelx' doc website

[ninamiolane]

The API Reference of TopoNetX displays the API of the functions:

[ninamiolane]

The API Reference of TopoModelX does not display the API of the functions:

[devendragovil]

The issue hasn't been fixed completely, but API reference should be visible now.

[ninamiolane]

@devendragovil I'm re-opening this issue since it is not solved.

There seems to be only one neural layer on each domain that appears, e.g. only the TemplateLayer for Hypergraph. We need all of them to appear in the documentation.

This should be as easy as copy pasting the necessary lines of the form:

.. automodule:: topomodelx.nn.hypergraph.template_layer
   :members:

into that file:

https://github.com/pyt-team/TopoModelX/blob/main/docs/api/nn.rst

[ninamiolane]

Copy-pasting @ffl096 'comment:

We document everything on a single page, something no other popular package I know does. Every class should have its own page in the documentation. Then there wouldn't be any reference clashes and everything works fine. We don't have to reinvent anything here, look how NetworkX and others do it, e.g., https://networkx.org/documentation/stable/reference/algorithms/generated/networkx.algorithms.isomorphism.is_isomorphic.html

@devendragovil would it be possible to do this?

[devendragovil]

Yes, I would do that. @ninamiolane

[ninamiolane]

Thank you so much @devendragovil .

I'm adding the high-priority label to this, because this task is blocking others.