Name | Desc | Author |
---|---|---|
Movie Recommender |
Collaborative filtering for movie recommendations |
@Gautam-flash |
This is a Movie Recommender based on the MovieLens dataset.
This whole project is very heavy on the Memory as working with a lot of text data is expensive on the RAM.
- movies_metadata.csv
- credits.csv
- keywords.csv
Created dataset
- metadata-smaller.csv
This project contains two type of recommenders:
- Content Based Recommender (plot based)
- Collaborative Filtering (based on director, cast, genres, etc)
Note how the recommendations are mostly related to Batman.
Note that here the displayed movies are picked randomly from the list of top movies picked by the model to create more diversity.
More details are inside the notebook