https://github.com/harshpatel44/cosine-text-similarity-algorithm

This repository contains Cosine text similarity algorithm to compare 2 documents
https://github.com/harshpatel44/cosine-text-similarity-algorithm

Last synced: 2 months ago
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This repository contains Cosine text similarity algorithm to compare 2 documents

• Host: GitHub
• URL: https://github.com/harshpatel44/cosine-text-similarity-algorithm
• Owner: Harshpatel44
• Created: 2020-06-07T00:18:09.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2020-06-07T02:16:16.000Z (almost 5 years ago)
• Last Synced: 2025-01-24T15:41:51.631Z (4 months ago)
• Language: Python
• Size: 2.93 KB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Cosine-Text-Similarity-Algorithm

This repository contains Cosine text similarity algorithm to compare 2 documents.



So if we want to compare 2 files i.e. 'file1' and 'file2', and we have 3rd file containing all the tokens in file 'term_list' 


This algorithm works on the formula : (a*b) / ||a|| . ||b||  


Here a and b is the frequency of 'file1' and 'file2' respectively.