New RealMLP search space #195
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Benchmarking Results 
Results data will be shared here soon: https://data.lennart-purucker.com/tabarena/leaderboard_submissions/ (I think the memory estiamte is still not perfect but we can improve it over time) |
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@dholzmueller I think we can merge this, no? It now represents the state of the LB submission. |
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In principle yes, though as long as the new version is not on the leaderboard it might be misleading for people who want to check the version on the leaderboard. |
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We also merged the rest that is not on the LB yet. They can look at the commit history, or we can create a tag for LB versions in the future. |
atschalz
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Sep 5, 2025
Co-authored-by: LennartPurucker <contact@lennart-purucker.com>
atschalz
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Sep 5, 2025
Co-authored-by: LennartPurucker <contact@lennart-purucker.com>
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Issue #, if available:
Description of changes: Changed the RealMLP search space.
Note that this requires using
pytabkit>=1.6.1.Regarding n_ens, I used 8 as a compromise. One may use 16 - it uses 22 GB RAM on a dataset with 10K numerical features, but it is already 2x slower on datasets with 500 numerical features.
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