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AutoGluon 1.0.0 documentation

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Get Started

Install
Tabular Quick Start
Multimodal Quick Start
Time Series Quick Start

Tutorials

Tabular
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- Essentials
- In Depth
- Feature Engineering
- Tabular + Text + Images
- Advanced
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Multimodal
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- Multimodal Prediction
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- Object Detection
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  - Object Detection Quick Start
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    - AutoMM Detection - Quick Start on a Tiny COCO Format Dataset
    - AutoMM Detection - Quick Start with Foundation Model on Open Vocabulary Detection (OVD)
  - Object Detection Advanced
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    - AutoMM Detection - Finetune on COCO Format Dataset with Customized Settings
  - Object Detection Data Preparation
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- Image Prediction
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  - AutoMM for Image Classification - Quick Start
  - Zero-Shot Image Classification with CLIP
- Image Segmentation
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  - AutoMM for Semantic Segmentation - Quick Start
- Text Prediction
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- Document Prediction
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  - AutoMM for Scanned Document Classification
  - Classifying PDF Documents with AutoMM
- Semantic Matching
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- Advanced Topics
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Time Series
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Cloud Training and Deployment
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Resources

Cheat Sheets
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What's New
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GitHub
Tabular FAQ
Multimodal FAQ
Time Series FAQ

API

TabularPredictor
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TabularDataset
Tabular Models
MultiModalPredictor
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TimeSeriesPredictor
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TimeSeriesDataFrame
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Feature Generators
FeatureMetadata
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TimeSeriesPredictor.model_best#

TimeSeriesPredictor.model_best() → str[source]#: Returns the name of the best model from trainer.

TimeSeriesPredictor.model_names

TimeSeriesPredictor.load

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TimeSeriesPredictor.model_best
- TimeSeriesPredictor.model_best()