autogluon/tabarena

add-model

Add a new ML model to the TabArena benchmark system. Use this skill whenever the user wants to integrate a new tabular ML model into TabArena — even if they just say "add X model", "integrate X", "support X", or "wrap X for the benchmark". Creates all…

原文语言：英语

benchmark-model

Scaffold the setup + eval scripts to run one model on the TabArena benchmark cluster. Use this skill whenever a maintainer wants to benchmark an already-integrated model — e.g. "benchmark TabM", "run Nori on the cluster", "create a setup/eval script for…

原文语言：英语

upload-method

Process, upload, and register one benchmarked method's results in TabArena. Use this skill whenever a maintainer points at a benchmark run's output directory and wants to turn its raw `results.pkl` files into cached + hosted + registered TabArena artifacts —…

原文语言：英语

add-system

Add a new ML *system* to the TabArena benchmark. Use this skill whenever the user wants to integrate a whole pipeline rather than a single model — AutoML frameworks (AutoGluon, LightAutoML, FLAML, auto-sklearn), LLM-driven agents, hosted prediction APIs…

原文语言：英语

update-leaderboard

Regenerate the TabArena website artifacts and refresh a leaderboard Space's `data/` with them. Use this skill whenever a maintainer wants to publish the latest results to the leaderboard — e.g. "update the leaderboard", "regenerate the website artifacts and…

原文语言：英语