Anime Recommender

A graph-based recommendation engine modeling 25,000 anime titles and 12.4M+ user reviews as a weighted graph, generating recommendations from reviewer similarity rather than raw rating overlap.

A custom multi-factor scoring algorithm weighs reviewer coverage, trustworthiness, and popularity to balance relevance against overfitting toward niche titles. The desktop GUI takes up to five titles at once, with autocomplete search and live filtering by genre, studio, and age rating.