Deep Learning

A TikTok-like recommender system for GitHub repositories based on Gorse

GitRec

GitRec is the missing recommender system for GitHub repositories based on Gorse.

Architecture

  • The trending crawler crawls trending repositories and insert them into Gorse as new items.
  • The user starred crawler crawls user starred repositories and insert them into Gorse as new fewdback.
  • GitRec web service pulls recommendations from Gorse and show to users. It also submits a crawling request to the user starred crawler when a new user signed in.

Quick Start

  • First, clone the repository and enter the folder.
git clone https://github.com/zhenghaoz/gitrec.git
cd gitrec

GITHUB_ACCESS_TOKEN: # personal access token

GITHUB_OAUTH_CLIENT_ID: # client ID
GITHUB_OAUTH_CLIENT_SECRET: # client secret
SECRET_KEY: # random string
  • Start the cluster using Docker Compose.
docker-compose up -d