webis-de / small-text
Active Learning for Text Classification in Python
Why this job: works in the areas we cover, but does not say which job it does
What it does
- Provides unified interfaces for Active Learning, allowing you to
- Supports GPU-based Pytorch models and integrates transformers
- GPU is supported but not required. CPU-only use cases require only
- Multiple scientifically evaluated components are pre-implemented and ready to use (Query Strategies, Initialization Strategies, and Stopping Criteria).
Get started
pip install small-text- Maintenance
- Active
- Last commit 36 days ago
- Stars
- 646
- On GitHub
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v2.0.0.dev4
- Released 5 months ago
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- 77% closed
- 17 still open
- Pull requests
- 10 merged
- 1 waiting
- Releases
- 19
- 1 in the last year
- Contributing guide (opens in new tab)
- No security policy
- No code of conduct
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More: languages, topics and project record
Languages
- Python 100%
Topics
- active-learning
- text-classification
- pytorch
- transformers
- natural-language-processing
- python
- machine-learning
- deep-learning
- nlp
- looking-for-contributors
- language-models
- small-language-models
Project record
- JobOther AI tools
- StatusListed
- Commits825
- Forks79
- Watching20
- Stars in 28 days0
- CreatedMay 24, 2021
- First seen by usNov 7, 2026
- CheckedNov 8, 2026