codelion / adaptive-classifier
A flexible, adaptive classification system for dynamic text classification
Why this job: works in the areas we cover, but does not say which job it does
What it does
- Universal Compatibility. Works with any HuggingFace transformer model
- Optimized Inference. Built-in ONNX Runtime for 2-4x faster CPU predictions
- Continuous Learning. Add new examples without catastrophic forgetting
- Dynamic Classes. Add new classes at runtime without retraining
- Zero Downtime. Update models in production without service interruption
Get started
pip install adaptive-classifier- Maintenance
- Active
- Last commit 10 days ago
- Stars
- 577
- On GitHub
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v0.3.1
- Released 34 days ago
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- 3
- Last 90 days
- Issues
- 85% closed
- 2 still open
- Pull requests
- 50 merged
- 0 waiting
- Releases
- 25
- 3 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%
- Dockerfile <1%
Topics
- adaptive-learning
- adaptive-neural-network
- bert
- classifier
- continous-learning
- distilbert
- elastic-weight-consolidation
- embeddings
- faiss
- large-language-models
- llms
- machine-learning
Project record
- JobOther AI tools
- StatusListed
- Commits206
- Forks43
- Watching9
- Stars in 28 days+3
- CreatedJan 12, 2025
- First seen by usNov 7, 2026
- CheckedNov 7, 2026