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Add a way to recover original and transformed features from OpenML

Status: Open.

#67 In autogluon/tabarena;

· Innixma opened on Jul 18, 2024

Add Simulation Support for "Don’t Waste Your Time: Early Stopping Cross-Validation"

Status: Open.

#60 In autogluon/tabarena;

· Innixma opened on May 7, 2024

Figure out consistent global method for determining positive_class

Status: Open.

#79 In autogluon/tabarena;

· Innixma opened on Sep 19, 2024

Add support for callback early stopping in simulations

Status: Open.

#81 In autogluon/tabarena;

· Innixma opened on Oct 10, 2024

Support Calibration

Status: Open.

#83 In autogluon/tabarena;

· Innixma opened on Nov 9, 2024

Try automated feature pruning

Status: Open.

#94 In autogluon/tabarena;

· Innixma opened on Feb 13, 2025

[new model] Try TabR

Status: Open.

#98 In autogluon/tabarena;

· Innixma opened on Feb 14, 2025

Try switching to geometric mean for portfolio building

Status: Open.

#114 In autogluon/tabarena;

· Innixma opened on Mar 18, 2025

Consider Filtering Datasets

Status: Open.

#115 In autogluon/tabarena;

· Innixma opened on Mar 18, 2025

[TabArena] Make example script not use LightGBM because it doesn't work on MacOS by default

Status: Open.

#121 In autogluon/tabarena;

· Innixma opened on Apr 4, 2025

[TabArena] Make bagging of new models not use parallel by default

Status: Open.

#122 In autogluon/tabarena;

· Innixma opened on Apr 4, 2025

[TabArena] Try better fillna / cat encoding strategies for RF/XT/KNN

Status: Open.

#124 In autogluon/tabarena;

· Innixma opened on Apr 8, 2025

[TabArena] Add sklearn-compatible AG AbstractModel skeleton

Status: Open.

#127 In autogluon/tabarena;

· Innixma opened on Apr 9, 2025

[TabArena] Pre-download foundation models into the docker image

Status: Open.

#128 In autogluon/tabarena;

· Innixma opened on Apr 11, 2025

[TabArena] OOM Prevention during Bagging

Status: Open.

#135 In autogluon/tabarena;

· Innixma opened on Apr 28, 2025

[TabArena] Model Usage Workflow Brainstorming

enhancementNew feature or requestNew feature or request

Status: Open.

#159 In autogluon/tabarena;

· LennartPurucker opened on May 30, 2025

[TabArena] TabPFNv2 raises exception when parallel bagged without pre-downloaded weights

Status: Open.

#160 In autogluon/tabarena;

· Innixma opened on May 30, 2025