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GitHub Discover

An analysis and webapp + recommendation system for similar repos.

Purpose: It's easy to find things on GitHub if you know what you're looking for, but there isn't really a great recommendation system for finding similar repos to yours, or similar users for that matter. The idea of this project was to prototype that idea.

There are a few components of this project:

  • Scraping data from Github using the PyGitHub API
    • repo readmes, commits, user profiles, and more
  • Developed content based recommendation algorithm to surface similar repos based on repo descriptions
  • Developed a web app using React-js to prototype the app

Link to presentation: https://docs.google.com/presentation/d/1-YQiedUXZvIYQSdhHVxRlJijgrcp7VY_tHNkT5rnc0U/edit?usp=sharing

Note: Need to add the web app

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An analysis and webapp + recommendation system for similar repos

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