├── .gitignore ├── DimensionalityReductionCF.py ├── ItemBasedCollaborativeFiltering.py ├── MatrixFactorization.py ├── README.md ├── UserBasedCollaborativeFiltering.py ├── datasets └── ratings.csv └── main.py /.gitignore: -------------------------------------------------------------------------------- 1 | __pycache__/ 2 | -------------------------------------------------------------------------------- /DimensionalityReductionCF.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hc-sun/recommender-system-algorithms/HEAD/DimensionalityReductionCF.py -------------------------------------------------------------------------------- /ItemBasedCollaborativeFiltering.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hc-sun/recommender-system-algorithms/HEAD/ItemBasedCollaborativeFiltering.py -------------------------------------------------------------------------------- /MatrixFactorization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hc-sun/recommender-system-algorithms/HEAD/MatrixFactorization.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hc-sun/recommender-system-algorithms/HEAD/README.md -------------------------------------------------------------------------------- /UserBasedCollaborativeFiltering.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hc-sun/recommender-system-algorithms/HEAD/UserBasedCollaborativeFiltering.py -------------------------------------------------------------------------------- /datasets/ratings.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hc-sun/recommender-system-algorithms/HEAD/datasets/ratings.csv -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hc-sun/recommender-system-algorithms/HEAD/main.py --------------------------------------------------------------------------------