Python scripts that implement collaborative filtering using Matrix Factorization with Alternating Least Squares (MF-ALS) for hotels and restaurants, Restricted Boltzmann Machines (RBM) for attractions, and content-based filtering using cosine similarity for the "More Like This" feature.
python
collaborative-filtering
matrix-factorization
recommendation-system
rbm
recommender-system
cosine-similarity
content-based-recommendation
alternating-least-squares
user-profiling
mf-als
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Updated
Jul 5, 2023 - Python