explosion/prodigy-recipes
🍳 Recipes for the Prodigy, our fully scriptable annotation tool
Provides annotated recipe implementations for NER, text classification, terminology extraction, and image tasks that demonstrate active learning workflows, custom model integration, and pattern-based pre-labeling with spaCy components. Recipes are designed as customizable Python scripts that plug into Prodigy's streaming pipeline via the `-F` flag, enabling users to modify sorting functions, filtering logic, and model callbacks to tailor annotation workflows. Integrates with spaCy tokenizers and models, transformer-based tokenizers (BERT), fuzzy matching libraries, and supports pluggable ML models for closed-loop active learning scenarios.
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Last pushed
Aug 04, 2024
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