jellyfish 1.1.0
Overview
jellyfish is a library for approximate & phonetic matching of strings.
Source: https://github.com/jamesturk/jellyfish
Documentation: https://jamesturk.github.io/jellyfish/
Issues: https://github.com/jamesturk/jellyfish/issues
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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