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jamesturk/jellyfish

Jupyter Notebookjpt.sh/projects/jellyfish/

🪼 a python library for doing approximate and phonetic matching of strings.

pythonlevenshteinsoundexhammingmetaphonejaro-winklerfuzzy-searchhacktoberfest
Crescimento de estrelas
Estrelas
2.2k
Forks
168
Crescimento semanal
—
Issues
0
1k2k
mar. de 2011abr. de 2016jun. de 2021jul. de 2026
README

Overview

jellyfish is a library for approximate & phonetic matching of strings.

Source: https://codeberg.org/jpt/jellyfish

Documentation: https://jpt.sh/projects/jellyfish/

Issues: https://codeberg.org/jpt/jellyfish/issues

PyPI badge

Included Algorithms

String comparison:

  • Levenshtein Distance
  • Damerau-Levenshtein Distance
  • Jaccard Index
  • Jaro Distance
  • Jaro-Winkler Distance
  • Match Rating Approach Comparison
  • Hamming Distance

Phonetic encoding:

  • American Soundex
  • Metaphone
  • NYSIIS (New York State Identification and Intelligence System)
  • Match Rating Codex

Example Usage

>>> import jellyfish
>>> jellyfish.levenshtein_distance('jellyfish', 'smellyfish')
2
>>> jellyfish.jaro_similarity('jellyfish', 'smellyfish')
0.89629629629629637
>>> jellyfish.damerau_levenshtein_distance('jellyfish', 'jellyfihs')
1

>>> jellyfish.metaphone('Jellyfish')
'JLFX'
>>> jellyfish.soundex('Jellyfish')
'J412'
>>> jellyfish.nysiis('Jellyfish')
'JALYF'
>>> jellyfish.match_rating_codex('Jellyfish')
'JLLFSH'
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