Watch recommendations
ReWatch
A content-based recommender for wristwatches that matches taste from both structured fields and free text. Feature engineering with one-hot encoding, scaling, and TF-IDF; cosine similarity surfaces the closest matches.
A closer look.
- One-hot encoding and scaling represent the structured watch features.
- TF-IDF represents the free-text descriptions.
- Cosine similarity finds the closest matches using scikit-learn, pandas, and NumPy.