codelion/adaptive-classifier
A flexible, adaptive classification system for dynamic text classification
Based on the README, here's a technical summary: Combines HuggingFace transformers with a hybrid architecture using FAISS-powered prototype memory and trainable neural classification heads protected by Elastic Weight Consolidation to prevent catastrophic forgetting. Supports dynamic class addition at runtime, multi-label classification, and three inference modes including game-theoretic strategic classification for adversarial robustness. Integrates ONNX Runtime for 2-4x faster CPU inference and enables model versioning through HuggingFace Hub push/pull functionality.
539 stars and 47,099 monthly downloads. Available on PyPI.
Stars
539
Forks
38
Language
Python
License
Apache-2.0
Category
Last pushed
Oct 07, 2025
Monthly downloads
47,099
Commits (30d)
0
Dependencies
11
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