Search Results for "stars"

GitHub Rater is a web application that analyzes a GitHub user’s public profile and computes a composite “rating” or score based on various activity indicators fetched from the GitHub API. It’s designed to help developers assess and improve the quality and completeness of their GitHub presence by highlighting strengths and weaknesses such as follower count, repository descriptions, star counts, and bio information. Users can search for any public GitHub user and receive a breakdown of scores...

...It treats repositories and developers as a graph of interactions and applies large-scale matrix factorization to model affinities, with Apache Spark providing the distributed data processing. The project focuses on implicit feedback—stars, watches, and other engagement metrics—so it can build useful recommendations without explicit ratings. A reproducible setup and Makefile-driven workflow streamline tasks like spinning up services, loading datasets, training models, and generating candidate lists. Because it’s built around Spark’s scalable primitives, Albedo can experiment on substantial snapshots of GitHub metadata rather than toy corpora. ...