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regex-pattern-matching

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md-marop-hossain / Hybrid-Log-Classification-System-with-Deepseek-R1-LLM-BERT-NLP-and-Regex

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Hybrid system for automatic log classification: uses Regex for known patterns, BERT for logs with training data, and Deepseek R1 LLM for rare cases. Boosts accuracy and speeds up error, threat, and event detection for enterprise IT operations.

natural-language-processing sentence-transformers machine-learning-pipeline-deployment deepseek-r1 regex-pattern-matching
  • Updated May 10, 2025
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