Library/autogluon
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autogluon/autogluon

autogluon

Fast and Accurate ML in 3 Lines of Code

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autogluon

autogluon

autogluon • individual

Stars

10,192

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Forks

1,130

Using upstream fork count

Open Issues

0

Activity Score

0/100

7 commits in 30d

Created

Jul 29, 2019

Project creation date

README Summary

AutoGluon is an open-source AutoML toolkit that enables easy machine learning for developers with minimal coding experience. It provides automated machine learning capabilities across tabular, multimodal, and time series data with just a few lines of code. The framework handles the complexity of model selection, hyperparameter tuning, and ensemble methods automatically.

AI Dev Skills

Unmapped

Automated Machine Learning (AutoML)Ensemble LearningHyperparameter OptimizationNeural Architecture SearchMulti-task LearningTransfer LearningDeep LearningGradient BoostingCross-validationFeature EngineeringModel SelectionTime Series ForecastingComputer VisionNatural Language ProcessingTabular Data Analysis

Tags

Automated Machine Learning (AutoML)Ensemble LearningHyperparameter OptimizationNeural Architecture SearchMulti-task LearningTransfer LearningDeep LearningGradient BoostingCross-validationFeature EngineeringModel SelectionTime Series ForecastingComputer VisionNatural Language ProcessingTabular Data AnalysisOn-premiseTextSelf-hostedAutomated RegressionText ClassificationRapid PrototypingAutomated ClassificationNo-Code/Low-Code AITabularMultimodalImage ClassificationNamed Entity RecognitionAutomated Machine LearningEnsemble MethodsCloudJupyter NotebooksTime SeriesObject DetectionImagePredictive ModelingData Science CompetitionsPython

Taxonomy

Recent Activity

Updated 27 days ago

7 Days

1

30 Days

7

90 Days

50

Quality

production
Quality
high
Maturity
production

Categories

Data Science & AnalyticsPrimaryNLP & TextMultimodal AISearch & KnowledgeOther AI / MLRoboticsFoundation ModelsComputer Vision

PM Skills

Developer Platform

Languages

Python100.0%

Timeline

Project created
Jul 29, 2019
Forked
Mar 22, 2026
Your last push
27 days ago
Upstream last push
7 days ago
Tracked since
Mar 18, 2026

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