Shubhangi001 / RecommendationSystem

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Movie Recommendation System

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Description

RecoMovie is a movie recommendation website where the movies are shown based on user's search,save, like, watch activities. We make a similar movies' matrix using cosine similarity based on keywords, cast and genres from a database of around 4000 movies, and from this matrix we fetch the most similar movies of the movies in user's activities using sorting and searching. We can also search for movies in the search engine and get related movies based on title, keywords, cast, genres, and spoken language.

Install requirements:

python version 3.9.6
numpy version 1.22.3
panda version 1.4.2
scikit-learn version 1.22.3
django version 3.2.7

To run:

Clone the repository and make sure that the above mentioned libraries are installed. Execute python manage.py runserver in the location mysite/ (Same path as that of manage.py file location) and click on the url that appears on the command line

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