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Add monitoring guide and inference logging setup CI-CD #13: Commit c1b43fd pushed by LEVELING2108
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Add drift logging for inference and integrate with the API CI-CD #12: Commit 03c841b pushed by LEVELING2108
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Implement stop word removal and lemmatization in clean_text; update… CI-CD #11: Commit 58eaf3d pushed by LEVELING2108
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Add confidence score to predictions and enhance evaluation metrics CI-CD #10: Commit 652d86c pushed by LEVELING2108
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Add API root endpoint and document live smoke-check URLs CI-CD #9: Commit 8e5bd37 pushed by LEVELING2108
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Pre-train model in Docker image for first-boot inference readiness CI-CD #8: Commit 2682451 pushed by LEVELING2108
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Add release hardening: env config, MLflow signature, Makefile, and ar… CI-CD #7: Commit 68a2898 pushed by LEVELING2108
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Harden training/API/CI and improve MLflow artifact logging CI-CD #6: Commit 674831a pushed by LEVELING2108
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Add requirements-dev.txt with testing dependencies CI-CD #5: Commit 392a53f pushed by LEVELING2108
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Enable Prometheus toggling, improve pipeline persistence, and enhance… CI-CD #4: Commit f907f44 pushed by LEVELING2108
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Stabilize CI imports by prioritizing repo root in test path CI-CD #3: Commit 9d7172e pushed by LEVELING2108
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Fix CI test import by packaging api module CI-CD #2: Commit e6a88e2 pushed by LEVELING2108
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Initial commit: production-grade NLP MLOps project CI-CD #1: Commit 3c0a0b6 pushed by LEVELING2108
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