Available Documentation for AutoGluon
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AutoGluon Documentation
Table Of Contents
  • Tabular Prediction
    • Predicting Columns in a Table - Quick Start
    • Predicting Columns in a Table - In Depth
    • How to use AutoGluon for Kaggle competitions
    • Multimodal Data Tables: Tabular, Text, and Image
    • Multimodal Data Tables: Combining BERT/Transformers and Classical Tabular Models
    • Predicting Multiple Columns in a Table (Multi-Label Prediction)
    • Adding a custom model to AutoGluon
    • Adding a custom metric to AutoGluon
    • FAQ
  • Image Prediction
    • Image Prediction - Properly load any image dataset as ImageDataset
    • Image Prediction - Quick Start
    • Image Prediction - Search Space and Hyperparameter Optimization (HPO)
    • Image Prediction - How to Use Your Own Datasets
  • Object Detection
    • Object Detection - Prepare Dataset for Object Detector
    • Object Detection - Quick Start
  • Text Prediction
    • Text Prediction - Quick Start
    • Text Prediction - Multimodal Table with Text
    • Text Prediction - Customization and Hyperparameter Search
  • Multimodal Data Tables: Tabular, Text, and Image
  • Cloud Training and Deployment
    • Cloud Training with AWS SageMaker
    • Deploying AutoGluon Models with AWS SageMaker
    • Deploying AutoGluon models with serverless templates
  • Tune Custom Models
    • Search Space and Decorator
    • Tune Training Scripts
    • Distributed Search
    • Fair Bayesian Optimization
  • AutoGluon Predictors
  • autogluon.core
  • autogluon.core.space
  • autogluon.core.scheduler
  • autogluon.core.searcher
  • autogluon.core.utils
  • autogluon.features
  • autogluon.tabular.models
AutoGluon Documentation
Table Of Contents
  • Tabular Prediction
    • Predicting Columns in a Table - Quick Start
    • Predicting Columns in a Table - In Depth
    • How to use AutoGluon for Kaggle competitions
    • Multimodal Data Tables: Tabular, Text, and Image
    • Multimodal Data Tables: Combining BERT/Transformers and Classical Tabular Models
    • Predicting Multiple Columns in a Table (Multi-Label Prediction)
    • Adding a custom model to AutoGluon
    • Adding a custom metric to AutoGluon
    • FAQ
  • Image Prediction
    • Image Prediction - Properly load any image dataset as ImageDataset
    • Image Prediction - Quick Start
    • Image Prediction - Search Space and Hyperparameter Optimization (HPO)
    • Image Prediction - How to Use Your Own Datasets
  • Object Detection
    • Object Detection - Prepare Dataset for Object Detector
    • Object Detection - Quick Start
  • Text Prediction
    • Text Prediction - Quick Start
    • Text Prediction - Multimodal Table with Text
    • Text Prediction - Customization and Hyperparameter Search
  • Multimodal Data Tables: Tabular, Text, and Image
  • Cloud Training and Deployment
    • Cloud Training with AWS SageMaker
    • Deploying AutoGluon Models with AWS SageMaker
    • Deploying AutoGluon models with serverless templates
  • Tune Custom Models
    • Search Space and Decorator
    • Tune Training Scripts
    • Distributed Search
    • Fair Bayesian Optimization
  • AutoGluon Predictors
  • autogluon.core
  • autogluon.core.space
  • autogluon.core.scheduler
  • autogluon.core.searcher
  • autogluon.core.utils
  • autogluon.features
  • autogluon.tabular.models

Available Documentation for AutoGluonΒΆ

Web-based documentation is available for versions listed below:

  • AutoGluon 0.3.2 (dev) documentation

  • AutoGluon 0.3.1 (stable) documentation

  • AutoGluon 0.3.0 documentation

  • AutoGluon 0.2.0 documentation

  • AutoGluon 0.1.0 documentation

  • AutoGluon 0.0.15 (legacy) documentation