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passive-learning

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英语四六级词汇的自然辅助阅读,在AI加持下的实时记忆算法,读英文网页时自动标注生词,词汇在真实阅读里自然积累——四六级词汇顺带覆盖,不背单词卡、不打卡、不测验。本地优先:数据全在你机器上的一个 SQLite 文件,零遥测。| Passive vocabulary acquisition while reading the web: inline annotation, no flashcards, local-first.

  • Updated Oct 6, 2026
  • Python

Demographic linkage identifies individuals across historical documents. Traditional manual annotation of birth/death records is costly and time consuming. This project uses Active Learning to reduce labeling costs while maintaining accuracy, with Passive Learning as benchmark. Bayesian Optimization improves performance via hyperparameter tuning.

  • Updated Sep 18, 2025
  • Jupyter Notebook

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