YahyaAlaaMassoud / Faragni

Web-based Movie Recommendation Engine based on Deep Learning.

Home Page:https://faragni.herokuapp.com/

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Faragni

Faragni is web-based Movie Recommendation Engine that makes real-time personalized recommendations for users, using a Deep Learning algorithm.

Used Angular 2 for front-end, Ruby on Rails for back-end, and Python for building the deep learning model.

The web-app let's you rate movies, create watchlists, follow your friends to see their activity, get followed by your friends, recommend movies to other people and get recommendations from our deep learning model based on your ratings.
Click here to visit our website.

An explanation will be published soon for the Deep Learning Model we used: Restricted Boltzmann Machine for Collaborative Filtering, the explanation will include:

  • The dataset we used.
  • More details about the model and the learning algorithm.

About

Web-based Movie Recommendation Engine based on Deep Learning.

https://faragni.herokuapp.com/


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Language:TypeScript 37.7%Language:CSS 28.8%Language:HTML 22.1%Language:JavaScript 11.4%