autogluon / autogluon/tabarena

[Meta] custom post-hoc ensembling

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Description

Hi @LennartPurucker and @Innixma

Are there any examples or recommended patterns for implementing custom post-hoc ensembling with tabarena?

I recently came across two interesting papers that I’d like to reimplement/check:
https://arxiv.org/pdf/2508.05144
https://arxiv.org/pdf/2512.22284

Thanks in advance for any pointers or guidance.

Contributor guide

Open the contributing guide

Research direction

The issue identifies no files, tests, or entry points. First clarify which custom post-hoc ensembling workflow should be supported and whether the expected outcome is documentation, examples, or an implementation; done should include a concrete, tested pattern for reproducing the referenced approaches in tabarena.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Documentation
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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