Add all models tutorial links to docstrings

[blondered]

Feature Description

Extend models docstrings in the following way:

1. Add short description of the algorithm if necessary (examples of such short descriptions can be found in our README)
2. Add description to scores. For example, for ALS model it could be something like: Model scores are dot products of learnt user embedding and recommended item embeddings for user-to-item recommendations. For item-to-item recommendations scores are cosine similarities between target item embedding and recommended item embeddings.

Why this feature?

Helpful for new users

Additional context

No response

[Saloni0512]

Hi, I would like to work on this issue, if it's still incomplete.

[blondered]

Hello! Sure, thanks.
I've extended description of this issue.
You can start from one model and open a draft PR with it. This way we can make sure that the form is right. And then you can continue to do descriptions to all of the models.

[Saloni0512]

Okay sure!

[Saloni0512]

Hi, I wanted to ask that in which file I am supposed to add the model scores . In the docs folder, there is a models.rst file and model_selection.rst file. Which one is supposed to have the required documentation.

[blondered]

Scores descriptions are supposed to be added to models docstrings in each module

[blondered]

I think, we are closing it since we are moving all this info to Extended Tutorial on RecSys Baselines. So it it now a duplicate

[Saloni0512]

Okay sure, is there something else I can contribute to @blondered

[blondered]

If you still want the same kind of issue (contributing to documentation) you can add links from each model class docstring to this model in our "Extended baselines tutorial": https://rectools.readthedocs.io/en/latest/examples/tutorials/baselines_extended_tutorial.html
Correct links for each model can be found on this page: https://rectools.readthedocs.io/en/latest/tutorials.html

It this ok for you?

[Saloni0512]

Yeah sure but under which issue will I work then I mean this one is closed so. @blondered

[blondered]

Let's reopen it for this one for you.