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Name Desc Author
Movie Recommender
Collaborative filtering for movie recommendations
@Gautam-flash

Movie-Recommender

A bad way to do things

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.

Dataset:

  • movies_metadata.csv
  • credits.csv
  • keywords.csv

Created dataset

  • metadata-smaller.csv

Content:

This project contains two type of recommenders:

  • Content Based Recommender (plot based)
  • Collaborative Filtering (based on director, cast, genres, etc)

This is supposed to be a learning technique and not an end-to-end solution.


Content Based Recommender:

Content based result Note how the recommendations are mostly related to Batman.

Collaborative Filtering:

Collaborative Filtering 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

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