ToolAI Tools & APIsv1.1

AutoGluon

by Amazon Web Services · free · Last verified 2026-03-17

AutoGluon is an open-source AutoML framework from AWS that simplifies machine learning. It automates model training, hyperparameter tuning, and ensembling to achieve state-of-the-art performance on tabular, image, text, and time-series data with just a few lines of Python code, making advanced ML accessible to all skill levels.

https://auto.gluon.ai ↗

B—Above Average

Adoption: BQuality: A+Freshness: ACitations: B+Engagement: F

Specifications

License: Apache 2.0
Pricing: free
Capabilities: Automated Tabular Data Modeling, Multimodal Data Fusion (Text, Image, Tabular), Time-Series Forecasting, Advanced Stacked Ensembling, Automated Hyperparameter Optimization, Text Classification and Regression, Image Classification and Regression, Automated Data Preprocessing, Model Distillation for Faster Inference
Integrations: [object Object], [object Object], [object Object], [object Object], [object Object]
Use Cases: [object Object], [object Object], [object Object], [object Object], [object Object]
API Available: No
SDK Languages: python
Deployment: self-hosted, sagemaker, cloud
Rate Limits: N/A (open-source)
Data Privacy: Self-hosted; data stays local
Tags: automl, tabular-data, multimodal-learning, time-series-forecasting, deep-learning, model-ensembling, python-library, open-source, aws, hyperparameter-tuning, data-science
Added: 2026-03-17
Completeness: 0.9%

Index Score

62.2

Adoption

Quality

Freshness

Citations

Engagement

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