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CollaborativeFiltering

For this project I wrote a collaborative filtering algorithm to predict movie reviews ratings using a dataset of Netflix ratings. The method outlined in the cf.py file achieves a Root Mean Squared Error of 0.899 and a Mean Squared Error of 0.698 on Netflix data.

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Collaborative Filtering to predict user ratings of movies using Jacquard Similarity to compute user similarity.

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