AutoGluon-Text

0.6.2 verified Fri May 01 auth: no python deprecated

AutoGluon-Text is a submodule of AutoGluon for text classification and regression. It provides automated machine learning with multi-modal support (text, image, tabular). The latest PyPI version is 0.6.2, but the project has moved to a unified autogluon package (current version ~1.5.0). Release cadence is quarterly. Note: The autogluon.text package is deprecated; use autogluon>=1.0 and import from autogluon.multimodal instead.

pip install autogluon.text

Common errors

error ModuleNotFoundError: No module named 'autogluon.text' ↓

cause autogluon.text not installed; also autogluon>=1.0 renamed the module.

fix

Install autogluon.text: pip install autogluon.text. For new code, use autogluon>=1.0: pip install autogluon; then import from autogluon.multimodal.

error ImportError: cannot import name 'TextPredictor' from 'autogluon' ↓

cause TextPredictor is not exported from the top-level autogluon package, it's in autogluon.text.

fix

Use: from autogluon.text import TextPredictor

Warnings

deprecated autogluon.text is deprecated in favor of autogluon.multimodal. New projects should use 'from autogluon.multimodal import MultiModalPredictor'. ↓

fix Switch to autogluon>=1.0 and use MultiModalPredictor from autogluon.multimodal.

gotcha pip install autogluon.text does not install the full autogluon suite. It only installs the text subpackage, which may have missing dependencies for image or tabular tasks. ↓

fix Install autogluon (full) for all features: 'pip install autogluon'.

breaking Python 3.10+ not supported in autogluon.text 0.6.2. Requires Python >=3.7,<3.10. ↓

fix Use Python 3.8 or 3.9, or upgrade to autogluon>=1.0 which supports Python 3.8-3.12.

deprecated The standalone autogluon.text package is no longer maintained. All future updates are in the unified autogluon package. ↓

fix Transition to 'pip install autogluon' and use MultiModalPredictor.

Imports

TextPredictor
wrong
```
from autogluon import TextPredictor
```
correct
```
from autogluon.text import TextPredictor
```
TextPredictor is in autogluon.text, not autogluon directly.

Quickstart

Train a text classifier using AutoGluon-Text on a sample dataset. Note: use autogluon>=1.0 for new projects.

from autogluon.text import TextPredictor

# Download and train on a sample dataset
predictor = TextPredictor(label='label', eval_metric='acc')
predictor.fit('https://autogluon.s3.amazonaws.com/datasets/Inc/train.csv')

# Predict on test data
predictions = predictor.predict('https://autogluon.s3.amazonaws.com/datasets/Inc/test.csv')
print(predictions.head())