Registry / ai-ml / autogluon.text

autogluon.text

library0.6.2pypypiunverified

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.

ai-ml llm-agents

pip install autogluon.text

github ↗package ↗docs ↗

INSTALL

IMPORT

SIG · AUTOGLUON.TEXT

autogluon.text

ai-mlpythonv0.6.2

Install

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Import

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Disk

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Pass rate

0/ 10

Env Coverage0 / 10

glibc

3.9–3.13

musl

3.9–3.13

Install & Compatibility

Where this runs

tested against v? · pip install

Install × environment matrix

Each cell = how many times install + import succeeded across repeated harness runs. Partial = flaky.
glibc = Debian/Ubuntu slim · musl = Alpine Linux

musl

py 3.10–3.95 runs

build_error

glibc

py 3.10–3.95 runs

timeout

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

TextPredictor

✓ from autogluon.text import TextPredictor

✗ from autogluon import TextPredictor

TextPredictor is in autogluon.text, not autogluon directly.

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())

Debug

Known issues

deprecatedautogluon.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.

affects: >=1.0

gotchapip 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'.

affects: All

breakingPython 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.

affects: 0.6.2

deprecatedThe 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.

affects: >=0.6.2

Upgrade

Version history

0.6.2latest on PyPI · released Jan 11, 2023

Audit

Dependencies

autogluon.corerequiredRequired for base AutoGluon functionality.

torchrequiredDeep learning framework for text models.

Agent activity

29 hits · last 30 days

node

OpenAI (training)

Resources

githubhttps://github.com/autogluon/autogluon ↗

packagehttps://pypi.org/project/autogluon.text/ ↗

docshttps://auto.gluon.ai ↗