Movie recommender

Recommends movies based on user ratings. Uses Embarrassingly Shallow AutoEncoders for Sparse Data.

Notes

• The code in model.py file is the propriety of Darel13712.

Input

Pandas DataFrame with columns: [user_id, item_id, [rating]] for both fit and predict.

Output

Pandas DataFrame with columns: [user_id, item_id, score].

References

• Steck, Harald. "Embarrassingly Shallow Autoencoders for Sparse Data." The World Wide Web Conference on - WWW '19 (2019): n. pag. Crossref. Web.
• EASE code (GitHub Repository)