Python -Matching Two Strings using AI Algorithm-Fuzzy

Published: 15 July 2020
on channel: Technical RPA

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Different types of fuzzywuzzy ML algorithm to match two strings based on Ratio .
Here I am updating code for your reference.

#pip install fuzzywuzzy
from fuzzywuzzy import fuzz
#Fuzzy string matching like a boss.
#It uses Levenshtein Distance to calculate the differences between sequences in a simple-to-use package.

#Simple Ratio
simpleRatio=fuzz.ratio("this is a test", "this is a test!")
#print(simpleRatio)

#Partial Ratio
partialRatio=fuzz.partial_ratio("this is a test", "this is a test!")
#print(partialRatio)

#Token Sort Ratio
TokensortRatio1=fuzz.ratio("fuzzy wuzzy was a bear", "wuzzy fuzzy was a bear")
#print(TokensortRatio1)

TokensortRatio2=fuzz.token_sort_ratio("fuzzy wuzzy was a bear", "wuzzy fuzzy was a bear")
#print(TokensortRatio2)

#Token Set Ratio
TokensortRatio3=fuzz.token_sort_ratio("fuzzy was a bear", "fuzzy fuzzy was a bear")
#print(TokensortRatio3)

TokensortRatio4=fuzz.token_set_ratio("fuzzy was a bear", "fuzzy fuzzy fuzzy is a bear")
print(TokensortRatio4)

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