/last-fm-recommender-system

Memory-based collaborative filtering recommender system using Last.fm dataset

Primary LanguageJupyter Notebook

Song Recommender System using Last.fm dataset

Task

  • Dataset : Last.fm
  • Problem : Build a song recommender system for female users in the United Kingdom
  • Algorithm : Memory-based Collaborative Filtering (CF) Recommender System

What is in this repo

last-fm-cf.ipynb

  • Build memory-based CF from scratch
  • Build memory-based CF using KNN approach in Surprise (Recommender System library)