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bag-of-words

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The repository contains notebooks created for collecting and preprocessing the corpus of diary entries and for experiments on creating models for predicting gender, age groups of authors and the time period of text creation.

  • Updated Jun 12, 2024
  • Jupyter Notebook

Coursework project for STINTSY with the task of classifying excerpts according to who authored them. The Jupyter Notebook contains the ML text classification pipeline as well as a comprehensive documentation of the methodology and experiments done to achieve the best results.

  • Updated Jul 15, 2022
  • Jupyter Notebook

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