https://github.com/liamsnow/categorized-github-recommender

Recommendations for all of your niche interests!
https://github.com/liamsnow/categorized-github-recommender

Last synced: 3 months ago
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Recommendations for all of your niche interests!

• Host: GitHub
• URL: https://github.com/liamsnow/categorized-github-recommender
• Owner: LiamSnow
• Created: 2024-10-24T22:02:10.000Z (7 months ago)
• Default Branch: main
• Last Pushed: 2024-12-11T17:43:13.000Z (5 months ago)
• Last Synced: 2024-12-11T18:44:04.937Z (5 months ago)
• Language: Python
• Homepage: https://github.liamsnow.com
• Size: 66.7 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Categorized GitHub Recommender

The goal of this project is such that the user can sign into a website

using their GitHub account and be given recommendations for new

repositories they could explore based off their starred and created

repositories.

Different niches in repositories have different amounts

of relative stars, so our goal with this was to split up the

users interests into categories and give recommendation for

each category.

In order to achieve this we had to make a pre-processing step

to read of all the GitHub repositories and then categories

based of embedding similarity. This code is located inside

`preprocessor/` and has more information inside its README.

The code for recommendation, categorization of unknown

repositories (kNN), and the website is all located under

`website/`.