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Add FeatureGenerator Tutorial + Improve feature type override options

API & DocImprovements or additions to documentationImprovements or additions to documentation

enhancementNew feature or requestNew feature or request

module: tabular

priority: 1High priorityHigh priority

Status: Open.

#1437 In autogluon/autogluon;

· Innixma opened on Dec 19, 2021

[Tabular] Add embedding support

enhancementNew feature or requestNew feature or request

module: tabular

priority: 2Medium priority: Nice-to-haveMedium priority: Nice-to-have

Status: Open.

#3997 In autogluon/autogluon;

· Innixma opened on Mar 21, 2024

Add PyTorch Frame

dependencyRelated to dependency packagesRelated to dependency packages

module: tabular

Status: Open.

#3828 In autogluon/autogluon;

· Innixma opened on Dec 19, 2023

[tabular] Improve HPO Documentation and Logic

feature: hpoRelated to Hyper-parameter OptimizationRelated to Hyper-parameter Optimization

module: tabular

priority: 1High priorityHigh priority

Status: Open.

#4075 In autogluon/autogluon;

· AnirudhDagar opened on Apr 10, 2024

Update on 2023 Roadmap Tasks and Request for 2024 Roadmap

Status: Open.

#3914 In autogluon/autogluon;

· gkoulis opened on Feb 12, 2024

[CI] Add dependency version age tracker

dependencyRelated to dependency packagesRelated to dependency packages

help wantedContributions welcome!Contributions welcome!

installRelated to installationRelated to installation

Status: Open.

#4138 In autogluon/autogluon;

· Innixma opened on Apr 24, 2024

[tabular] Add log-scaling to regression for appropriate metrics

enhancementNew feature or requestNew feature or request

module: tabular

priority: 1High priorityHigh priority

Status: Open.

#4218 In autogluon/autogluon;

· Innixma opened on May 22, 2024

Replace <code>time.time</code> with <code>time.monotonic</code>

enhancementNew feature or requestNew feature or request

priority: 1High priorityHigh priority

Status: Open.

#4342 In autogluon/autogluon;

· Innixma opened on Jul 25, 2024

Reduce overhead for CountVectorizer

enhancementNew feature or requestNew feature or request

module: tabular

Status: Open.

#4010 In autogluon/autogluon;

· suzhoum opened on Mar 27, 2024

[Tabular] Add cross-validation support out of the box

enhancementNew feature or requestNew feature or request

module: tabular

priority: 0Maximum priorityMaximum priority

Status: Open.

#3016 In autogluon/autogluon;

· Innixma opened on Mar 7, 2023

[BUG] GPU is not used in v1.0.0

bugSomething isn't workingSomething isn't working

module: tabular

Needs TriageIssue requires TriageIssue requires Triage

priority: 1High priorityHigh priority

Status: Open.

#3838 In autogluon/autogluon;

· hanxuh-hub opened on Dec 22, 2023

Test if MacOS (Intel CPU) still requires libomp install

module: tabular

OS: MacImpacting MacOSImpacting MacOS

priority: 2Medium priority: Nice-to-haveMedium priority: Nice-to-have

Status: Open.

#2427 In autogluon/autogluon;

· Innixma opened on Nov 16, 2022

[WIP] [tabular] Add class call tracker

API & DocImprovements or additions to documentationImprovements or additions to documentation

enhancementNew feature or requestNew feature or request

module: tabular

priority: 0Maximum priorityMaximum priority

Status: Draft (not ready).

autogluon/autogluonnumber 4483

#4483 In autogluon/autogluon;

· Innixma opened on Sep 20, 2024

[Tabular] Add Support for Loading Excel Files

enhancementNew feature or requestNew feature or request

module: common

module: tabular

Status: Open.

#4553 In autogluon/autogluon;

· FANGAreNotGnu opened on Oct 17, 2024

[black] Use a consistent line length across all modules

API & DocImprovements or additions to documentationImprovements or additions to documentation

code cleanupFixing warnings/deprecations/syntax/etc.Fixing warnings/deprecations/syntax/etc.

discussionThread for discussion on naming and APIs.Thread for discussion on naming and APIs.

help wantedContributions welcome!Contributions welcome!

priority: 0Maximum priorityMaximum priority

Status: Open.

#4286 In autogluon/autogluon;

· Innixma opened on Jun 21, 2024

Tabular: Benchmark scikit-learn 1.4 RandomForest missing value support

enhancementNew feature or requestNew feature or request

module: tabular

Status: Open.

#3869 In autogluon/autogluon;

· Innixma opened on Jan 21, 2024

Enable linting for core, tabular and multimodal

model list checkedYou have updated the model list after modifying multimodal unit tests/docsYou have updated the model list after modifying multimodal unit tests/docs

run-multi-gpuRun multimodal multi-gpu testsRun multimodal multi-gpu tests

Status: Open (in progress).

autogluon/autogluonnumber 4669

#4669 In autogluon/autogluon;

· abhishek-iitmadras opened on Nov 20, 2024

[BUG] OPENBLAS_NUM_THREADS environment variable doesn't seem to work... Running on a machine with 448 (or more) CPUs.

bugSomething isn't workingSomething isn't working

module: tabular

Status: Open.

#4670 In autogluon/autogluon;

· unj1m opened on Nov 20, 2024

[BUG] AssertionError: Learner is already fit.

bug: unconfirmedSomething might not be workingSomething might not be working

module: tabular

Needs TriageIssue requires TriageIssue requires Triage

Status: Open.

#4651 In autogluon/autogluon;

· unj1m opened on Nov 17, 2024

Prompt user for deployment option with the cloud module

API & DocImprovements or additions to documentationImprovements or additions to documentation

module: cloud

priority: 1High priorityHigh priority

Status: Open.

#3410 In autogluon/autogluon;

· yinweisu opened on Jul 19, 2023

[WIP] [Tabular] Support Refit for fit_strategy="parallel"

Status: Open (in progress).

autogluon/autogluonnumber 4680

#4680 In autogluon/autogluon;

· LennartPurucker opened on Nov 23, 2024

distributed learning for Tabular (parallelization beyond a single node)

enhancementNew feature or requestNew feature or request

feature: distributedRelated to Distributed AutoGluonRelated to Distributed AutoGluon

module: tabular

Status: Open.

#774 In autogluon/autogluon;

· idavydov opened on Nov 12, 2020

Adding hyperparameters passing to custom metrics in the documentation

API & DocImprovements or additions to documentationImprovements or additions to documentation

module: tabular

Needs TriageIssue requires TriageIssue requires Triage

Status: Open.

#3551 In autogluon/autogluon;

· SebastienZh opened on Sep 29, 2023

Support of custom groups for RF and XT

enhancementNew feature or requestNew feature or request

module: tabular

Status: Open.

#3664 In autogluon/autogluon;

· hanxuh-hub opened on Nov 7, 2023

Multilabel Predictor Issue

bugSomething isn't workingSomething isn't working

module: tabular

priority: 1High priorityHigh priority

Status: Open.

#3905 In autogluon/autogluon;

· YilanHipp opened on Feb 6, 2024