[DOC] Add estimator overview table with capabilities

[baraline]

Reference Issues/PRs

Fixes #1242

What does this implement/fix? Explain your changes.

Add back the estimator overview table from 0.3, but add capabilities of individual estimators to the table.

When this is merged, i'll raise an issue for the sorting by columns / search function that I didn't manage to implement.

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[SebastianSchmidl]

I like the overview table. It already provides a good overview and the capabilities are displayed as well. For now, one can just use the browsers search functionality to navigate it. 👍🏼

The generation-function contains quite a lot of code. Should we extract it to a separate file?

There is also build_tools/generate_developer_tables.py, which also generates an html table... I don't know if this is similar enough, though.

[baraline]

The trick is that it should be generated while building the docs, and I don't know if build_tools would be accessible while readthedocs builds. But I agree we should put it in a separate file, maybe create a folder/python script inside docs/ for script that generate content ?

[MatthewMiddlehurst]

Looks great. I agree searching can wait with an issue raised. Do we want to close #1242? There is still an issue maybe in not having tags on individual API pages.

[baraline]

Ok, a quick try on moving the script somewhere else made a mess, I'll keep it that way for now. I opened #1430 for individual estimators, and I'll create the issue for search/sort. So I guess we can close #1242 for now.