Mar 15, 10:00 AM PSTPersonal KBfeature
Vocabulary analysis pipeline — frequency analysis and scoring system
Built a multi-pass word frequency analyzer and vocabulary scoring system. Processes 12,700 notes to identify key terms, categorize them as confirmed/discovered/noise, and build a domain-specific vocabulary for classification.
#nlp#analysis#personal-knowledge
Sunday, March 15, 2026 at 5:00 PM UTC
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🚀 Shipped: Vocabulary analysis pipeline — frequency analysis and scoring system 🧵
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Built a multi-pass word frequency analyzer and vocabulary scoring system. Processes 12,700 notes to identify key terms, categorize them as confirmed/discovered/noise, and build a domain-specific vocabulary for classification.
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Follow the build → build-log-five.vercel.app #nlp #analysis #personal-knowledge #buildinpublic