codelion/adaptive-classifier
A PyTorch-based text classification library supporting continuous learning with HuggingFace transformer models.
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Adaptive Classifier is a machine learning framework for dynamic text classification built on PyTorch and HuggingFace transformers. It supports continuous and online learning with dynamic class addition and employs elastic weight consolidation for catastrophic forgetting defense. The library includes ONNX Runtime optimization for faster inference and integrates FAISS for embedding management, compatible with any HuggingFace transformer model.
Frequently asked
- What is codelion/adaptive-classifier?
- A PyTorch-based text classification library supporting continuous learning with HuggingFace transformer models.
- Is adaptive-classifier open source?
- Yes — codelion/adaptive-classifier is open source, released under the Apache-2.0 license.
- What language is adaptive-classifier written in?
- codelion/adaptive-classifier is primarily written in Python.
- How popular is adaptive-classifier?
- codelion/adaptive-classifier has 568 stars on GitHub.
- Where can I find adaptive-classifier?
- codelion/adaptive-classifier is on GitHub at https://github.com/codelion/adaptive-classifier.