E5A6 good-turing-smoothing · GitHub Topics · GitHub
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DrFarouk / word-frequency-estimation

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A coursework-style project from my MSc Machine Learning on Big Data (University of East London), using PySpark to compute word frequency distributions on a large English corpus (~9.5 million words) and to compare frequency estimates from small samples against the full dataset.

nlp machine-learning big-data apache-spark text-analysis pyspark corpus-linguistics zipfs-law word-frequency statistical-linguistics good-turing-smoothing
  • Updated Nov 19, 2025
  • Python

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