🎥 Simple Python implementation of Funk SVD for MovieLens movie collaborative recommendations.
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Updated
Mar 21, 2021 - Python
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funk-svd
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Set of music recommendation algorithms we implemented to join the annual RecSys Competition at Politecnico di Milano in 2017.
challenge
genetic-algorithm
slim
kaggle
matrix-factorization
bpr
recommender-system
bayesian-optimization
hybrid-recommender-system
funk-svd
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Dec 8, 2022 - Jupyter Notebook
In this repository, I implement a recommender system using matrix factorization. Here, two types of RS are implemented. First, use the factorized matrix for user and item. and second, rebuild the Adjacency matrix. both approaches are acceptable and implemented in this repo. To factorized the matrix, funk-svd Algorithm is used. you can find his i…
matrix-factorization
recommender-system
svd
funk-svd
user-based-recommendation
item-based-recommendation
factorized-matrix
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Updated
Jan 12, 2021 - Python
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