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AutoGluon 1.0.1 documentation

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Get Started

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Tabular Quick Start
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Tabular
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- Essentials
- In Depth
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- Tabular + Text + Images
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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)
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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
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API

TabularPredictor
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TabularDataset
Tabular Models
MultiModalPredictor
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TimeSeriesPredictor
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TimeSeriesDataFrame
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TabularPredictor.get_oof_pred_proba#

TabularPredictor.get_oof_pred_proba(*args, **kwargs) → DataFrame | Series[source]#: Deprecated method. Use predict_proba_oof instead.

TabularPredictor.get_pred_from_proba

TabularPredictor.get_oof_pred

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TabularPredictor.get_oof_pred_proba
- TabularPredictor.get_oof_pred_proba()