Anime Recommendation System

A fun project that suggests animes based on your preferences.

How It Works

• Content-Based: Suggests anime similar to what you like by analyzing genres. It calculates the TF-IDF for genres and computes a similarity score.
• Collaborative Filtering: Recommends anime loved by people with similar tastes. Here, ALS is utilized to determine optimal parameters.
• Hybrid: Combines both approaches for tailored suggestions.

Technologies

• Pyspark

TODO

• Implement Online learning
• Improve accuracy