Python package RatingCF

• Description: A user-preference-sensitive collaborative filtering algorithm for recommender system, which is based on items' ratings.

• Optimization Method: batch gradient descent

• Parameter Initialization Method: normal distribution

• Ensemble Method: voting

• Output: a dictionary of recommendations

• Other Features: flexible choices of the dimension of item's feature, training epochs, etc.