Spartee / Book-recommendation-system

EDA and recsys models on Goodreads book dataset.

Book Recommendation System

A recommendation system for suggesting new books given similar books.

Datasets

• Dataset
• Kaggle Dataset

Notebooks

• goodreads-EDA.ipynb: Data cleaning and investigation
• book-recsys.ipynb: first pass at simple and content based recommendations
• goodreads-book-recsys-kaggle-v1.ipynb: All EDA and models. Added hybrid rating weighted and content based recommendations.