Issues

• [Submission] TabNaru: a 28.5M-parameter tabular regression model

  autogluon/tabarena#535 · Filter by author gtshs2 opened on Sep 13, 2026
  1

• [Suggestion] some potentially other useful subsets for BeyondArena

  autogluon/tabarena#516 · Filter by author asdsadsaasd12312132 opened on Sep 5, 2026
  5

• [Suggestion] Very and extremely low dimensional data set

  TabArena-v0.X
  autogluon/tabarena#513 · Filter by author asdsadsaasd12312132 opened on Sep 4, 2026
  1

  

• Interest check: HPO-tunable preprocessing as a first-class concept in TabArena?

  TabArena-v0.X
  autogluon/tabarena#509 · Filter by author mario-koddenbrock opened on Sep 3, 2026
  4

  

• [Model Integration] Add Automatic Piecewise Linear Regression (APLR) to TabArena

  new model
  autogluon/tabarena#486 · Filter by author mathias-von-ottenbreit opened on Aug 29, 2026
  3

  

• [Meta] Potential integration of ensemble method benchmarking utilities

  enhancementmeta
  autogluon/tabarena#334 · Filter by author Heptasphere opened on Jun 5, 2026
  1

• [Meta] CASH Simulation for post-hoc ensembling

  meta
  autogluon/tabarena#258 · Filter by author Heptasphere opened on Feb 2, 2026
  1

  

• [Meta] custom post-hoc ensembling

  meta
  autogluon/tabarena#250 · Filter by author mglowacki100 opened on Jan 2, 2026
  1

• [TechDebt] Meaning of fold in the results parquet file

  documentationTechDebt
  autogluon/tabarena#209 · Filter by author puhsu opened on Sep 12, 2025
  2

• [TabArena-v0.X] Tune criterion for RF / XT

  TabArena-v0.X
  autogluon/tabarena#203 · Filter by author dholzmueller opened on Aug 25, 2025

• [TechDebt] Improve Getting Datasets Workflow

  TechDebt
  Feature

  autogluon/tabarena#179 · Filter by author LennartPurucker opened on Jul 3, 2025
  9

• [TechDebt] Add logic to check if weights are downloaded before doing parllel bagged

  TechDebt
  autogluon/tabarena#160 · Filter by author Innixma opened on May 30, 2025 · TabRepo 2.0
  1

• [TechDebt] Refactor AbstractModel Interface

  enhancementTechDebt
  autogluon/tabarena#159 · Filter by author LennartPurucker opened on May 30, 2025 · TabRepo 2.0
  3

  

• [TechDebt] OOM Prevention during Bagging / Improve memory estimation logic

  TechDebt
  autogluon/tabarena#135 · Filter by author Innixma opened on Apr 28, 2025 · TabRepo 2.0

• [TechDebt] Add sklearn-compatible AG AbstractModel skeleton

  TechDebt
  autogluon/tabarena#127 · Filter by author Innixma opened on Apr 9, 2025 · TabRepo 2.0

• [TabArena-v0.X] Try better fillna / cat encoding strategies for RF/XT/KNN

  TabArena-v0.X
  autogluon/tabarena#124 · Filter by author Innixma opened on Apr 8, 2025 · TabRepo 2.0
  3

• [Meta] Try switching to geometric mean for portfolio building

  meta
  autogluon/tabarena#114 · Filter by author Innixma opened on Mar 18, 2025 · TabRepo 2.0