Issues

• Proposal: module-aware fast local validation for contributors

  enhancementNeeds Triage
  autogluon/autogluon#5915 · Filter by author Sinr1 opened on Sep 13, 2026 · 2.0 Release

• [BUG] fastai Exception caused NeuralNetFastAI to fail during training... Skipping this model. 'list' object has no attribute 'starmap'

  bug: unconfirmedNeeds Triage
  autogluon/autogluon#5867 · Filter by author YiyangaZhang opened on Aug 26, 2026
  2

• Add support for Python 3.14

  dependency
  autogluon/autogluon#5861 · Filter by author AdriaCBN opened on Aug 24, 2026 · 2.0 Release
  2

• [timeseries] Do not impute covariates

  enhancementmodule: timeseries
  autogluon/autogluon#5825 · Filter by author shchur opened on Aug 6, 2026
  3

• [BUG] Segmentation fault on macOS with torch>=2.11 and lightgbm due to libomp

  bugdependency
  autogluon/autogluon#5793 · Filter by author shchur opened on Aug 4, 2026
  1

• timeseries is uninstallable on s390x/ppc64le due to mandatory CatBoost dependency

  dependencymodule: timeseries
  autogluon/autogluon#5732 · Filter by author shchur opened on Jul 20, 2026 · Feature Backlog
  1

• Add support for pandas>=3

  dependency
  autogluon/autogluon#5730 · Filter by author shchur opened on Jul 20, 2026 · 2.0 Release
  1

• [timeseries] Improve model-zoo hyperparameter typing

  enhancementmodule: timeseries
  autogluon/autogluon#5698 · Filter by author shchur opened on Jun 9, 2026

• proposal: test against lightgbm nightly packages?

  dependencymodule: tabular
  autogluon/autogluon#5673 · Filter by author jameslamb opened on May 21, 2026 · Feature Backlog
  2

• [timeseries] Preserve custom id_column/timestamp_column names in predict() output

  enhancementmodule: timeseries
  autogluon/autogluon#5671 · Filter by author ZabinskiMichal opened on May 18, 2026 · Feature Backlog
  1

• [BUG] ModuleNotFoundError: No module named 'pkg_resources' error when trying to use multi-modal autogluon

  bug: unconfirmedNeeds Triage
  autogluon/autogluon#5637 · Filter by author rgrunbla opened on Apr 9, 2026
  1

• [BUG] Learner is already fit when using presets in which refit_full is on

  bug: unconfirmedNeeds Triage
  autogluon/autogluon#5625 · Filter by author MorganWenjunYang opened on Mar 19, 2026
  2

• [BUG][Tabular] Unexpected ray behaviour and failure, calling autogluon from uv run

  bug: unconfirmedNeeds Triage
  autogluon/autogluon#5617 · Filter by author fplein opened on Mar 11, 2026
  1

• [Tabular] AssertionError in tabular foundational models documentation

  API & DocNeeds Triage
  autogluon/autogluon#5604 · Filter by author evanroyrees opened on Feb 21, 2026

• Unify documentation for AutoGluon and AutoGluon-Cloud

  API & DocNeeds Triage
  autogluon/autogluon#5576 · Filter by author shchur opened on Feb 4, 2026
  2

  

• How to get the bottem model

  autogluon/autogluon#5570 · Filter by author luojhello opened on Jan 30, 2026
  1

• Let foundational tabular model ignore feature space limit

  autogluon/autogluon#5565 · Filter by author mike-bioinf opened on Jan 27, 2026

• optimize_for_deployment for TimeSeriesPredictor

  enhancement
  autogluon/autogluon#5551 · Filter by author chrissype opened on Jan 21, 2026

• [BUG] [Chronos-2] Fine-tuned checkpoint missing after refit_full

  bug: unconfirmedmodule: timeseriesNeeds Triage
  autogluon/autogluon#5546 · Filter by author simon-palm opened on Jan 15, 2026

• Small documentation inconsistency on "good" vs "medium" presets inference speed.

  API & Docmodule: tabularNeeds Triage
  autogluon/autogluon#5545 · Filter by author LeoGrin opened on Jan 13, 2026 · 2.0 Release
  1

• [BUG] DyStack fails to complete despite having converged?

  bugmodule: tabularNeeds Triagepriority: 0
  autogluon/autogluon#5540 · Filter by author MaxSchambach opened on Jan 12, 2026 · 2.0 Release
  6

  

• Support for WarpGBM

  enhancement
  autogluon/autogluon#5537 · Filter by author mglowacki100 opened on Jan 9, 2026
  1

• [BUG] (Including PreQuantile) TabularEnsemble in timeseries prediction cannot handle known covariates during training

  bug: unconfirmedNeeds Triage
  autogluon/autogluon#5523 · Filter by author RDR2Blackwater opened on Jan 5, 2026
  1

• [BUG] Training fails due to fastai ImportError when already installed

  bugdependencymodule: tabular
  autogluon/autogluon#5521 · Filter by author RobertAgee opened on Jan 3, 2026 · 2.0 Release
  6

• [docs] Documentation should be updated with new models

  API & Docmodule: tabularNeeds Triage
  autogluon/autogluon#5518 · Filter by author celestinoxp opened on Dec 29, 2025 · 2.0 Release