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[timeseries] Do not require the data to be formatted as <code>TimeSeriesDataFrame</code> when using the <code>TimeSeriesPredictor</code>

enhancementNew feature or requestNew feature or request

module: timeseriesrelated to the timeseries modulerelated to the timeseries module

Status: Open.

#5034 In autogluon/autogluon;

· shchur opened on Apr 11, 2025

[Feature Request] Support Past Covariates in AutoGluon Time Series Models

enhancementNew feature or requestNew feature or request

module: timeseriesrelated to the timeseries modulerelated to the timeseries module

Status: Open.

#4991 In autogluon/autogluon;

· LiPingYen opened on Mar 21, 2025

[BUG] Unable to reproduce results on different UNIX machines with TimeSeriesPredictor (TFT and PatchTST)

bugSomething isn't workingSomething isn't working

module: timeseriesrelated to the timeseries modulerelated to the timeseries module

priority: 1High priorityHigh priority

Status: Open.

#4392 In autogluon/autogluon;

· valeju opened on Aug 15, 2024

Time Series Predictor: Changing the random seed does not change results for all models

bug: unconfirmedSomething might not be workingSomething might not be working

enhancementNew feature or requestNew feature or request

module: timeseriesrelated to the timeseries modulerelated to the timeseries module

priority: 1High priorityHigh priority

Status: Open.

#4362 In autogluon/autogluon;

· ZohrahV opened on Aug 1, 2024

[timeseries] Add <code>num_cpus</code>, <code>num_gpus</code> parameter to <code>TimeSeriesPredictor.fit()</code> and <code>predict()</code> methods

enhancementNew feature or requestNew feature or request

module: timeseriesrelated to the timeseries modulerelated to the timeseries module

Status: Open.

#4220 In autogluon/autogluon;

· inigohidalgo opened on May 23, 2024

[timeseries] Use multiple windows in methods like feature_importance, evaluate, leaderboard

enhancementNew feature or requestNew feature or request

module: timeseriesrelated to the timeseries modulerelated to the timeseries module

Status: Open.

#4125 In autogluon/autogluon;

· obwohl opened on Apr 23, 2024

[timeseries] DirectTabular &amp; RecursiveTabular models fail if static features contain column <code>unique_id</code>

bugSomething isn't workingSomething isn't working

module: timeseriesrelated to the timeseries modulerelated to the timeseries module

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

Status: Open.

#3862 In autogluon/autogluon;

· shchur opened on Jan 17, 2024

Documentation for test set size minus train set size &gt; prediction length

API & DocImprovements or additions to documentationImprovements or additions to documentation

module: timeseriesrelated to the timeseries modulerelated to the timeseries module

Status: Open.

#3846 In autogluon/autogluon;

· esnvidia opened on Jan 4, 2024

[timeseries] Add information on how to encode multiple columns in the TimeSeriesDataFrame into a single item_id

API & DocImprovements or additions to documentationImprovements or additions to documentation

module: timeseriesrelated to the timeseries modulerelated to the timeseries module

Status: Open.

#3028 In autogluon/autogluon;

· tonyhoo opened on Mar 10, 2023

Apply ruff linter

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

enhancementNew feature or requestNew feature or request

module: multimodal

module: tabular

Status: Open.

#3353 In autogluon/autogluon;

· shchur opened on Jun 26, 2023

[BUG] ray-tune Stalling in Tabular

bugSomething isn't workingSomething isn't working

module: tabular

Needs TriageIssue requires TriageIssue requires Triage

Status: Open.

#4952 In autogluon/autogluon;

· Ai-Ya-Ya opened on Mar 2, 2025

[Docs] Add info on GPU requirement to tutorials

API & DocImprovements or additions to documentationImprovements or additions to documentation

Needs TriageIssue requires TriageIssue requires Triage

priority: 1High priorityHigh priority

resource: GPURelated to GPURelated to GPU

Status: Open.

#1663 In autogluon/autogluon;

· Innixma opened on Apr 13, 2022

Fix Stack Information Leakage

bugSomething isn't workingSomething isn't working

enhancementNew feature or requestNew feature or request

module: tabular

priority: 0Maximum priorityMaximum priority

Status: Open.

#2779 In autogluon/autogluon;

· Innixma opened on Jan 29, 2023

Add link to installation instructions at the start of each quick-start tutorial

API & DocImprovements or additions to documentationImprovements or additions to documentation

installRelated to installationRelated to installation

priority: 1High priorityHigh priority

Status: Open.

#2880 In autogluon/autogluon;

· Innixma opened on Feb 9, 2023

How to setup Negative Class when using TextPredictor?

enhancementNew feature or requestNew feature or request

module: multimodal

priority: 1High priorityHigh priority

Status: Open.

#1045 In autogluon/autogluon;

· Gpwner opened on Apr 2, 2021

[Feature][AutoMM] Add Test-Time-Augmentations (TTA)

enhancementNew feature or requestNew feature or request

module: multimodal

Status: Open.

#1750 In autogluon/autogluon;

· sxjscience opened on May 23, 2022

Use <code>higher_is_better</code> from <code>torch_metrics</code> instead of manual <code>MIN</code> and <code>MAX</code>

enhancementNew feature or requestNew feature or request

module: multimodal

priority: 1High priorityHigh priority

Status: Open.

#1799 In autogluon/autogluon;

· yinweisu opened on Jun 9, 2022

[BUG] GPU memory not cleared proper when calling ray in AutoMM

bugSomething isn't workingSomething isn't working

module: multimodal

Needs TriageIssue requires TriageIssue requires Triage

resource: GPURelated to GPURelated to GPU

Status: Open.

#1940 In autogluon/autogluon;

· yiqings opened on Jul 12, 2022

How to use multimodal predictor with my custom pretraind transform model？

API & DocImprovements or additions to documentationImprovements or additions to documentation

module: multimodal

priority: 1High priorityHigh priority

Status: Open.

#2612 In autogluon/autogluon;

· ShaohanTian opened on Dec 28, 2022

Add custom torch.nn loss to the MM module

enhancementNew feature or requestNew feature or request

module: multimodal

priority: 1High priorityHigh priority

Status: Open.

#2796 In autogluon/autogluon;

· KirderfEman opened on Feb 1, 2023

Add more custom eval metric options to the MM module.

API & DocImprovements or additions to documentationImprovements or additions to documentation

enhancementNew feature or requestNew feature or request

module: multimodal

priority: 1High priorityHigh priority

Status: Open.

#2797 In autogluon/autogluon;

· KirderfEman opened on Feb 1, 2023

Cleanup examples folder

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

priority: 1High priorityHigh priority

Status: Open.

#2848 In autogluon/autogluon;

· Innixma opened on Feb 6, 2023

Create an AutoGluon usage flow-chart

API & DocImprovements or additions to documentationImprovements or additions to documentation

priority: 1High priorityHigh priority

Status: Open.

#2951 In autogluon/autogluon;

· Innixma opened on Feb 20, 2023

Delete old documentation

API & DocImprovements or additions to documentationImprovements or additions to documentation

Needs TriageIssue requires TriageIssue requires Triage

priority: 1High priorityHigh priority

Status: Open.

#3678 In autogluon/autogluon;

· Innixma opened on Nov 9, 2023

Mlflow x Autogluon

enhancementNew feature or requestNew feature or request

env: newSupport AutoGluon on new serviceSupport AutoGluon on new service

Status: Open.

#1404 In autogluon/autogluon;

· noamanemobidata opened on Dec 9, 2021