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movieprediction

SVD.py

This is a movie prediction algorithm based on SVD used by Simon Funk in the Netflix Prize. This method takes in the rating of each user to each movie, and predicts the possible rating of one user to a given movie. On MovieLens10M dataset, this algorithm converges in 30 iterations and get an RMSE score of 0.84.

Scrapy.py

This file finds all imdb rating and tmdb rating of movies according to their link.

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