, including all inherited members.
AddItem(int item_id) (defined in ConstrainedProbabilisticMatrixFactorization) | ConstrainedProbabilisticMatrixFactorization | [protected, virtual] |
AddRating(int user_id, int item_id, double rating) (defined in MatrixFactorization) | MatrixFactorization | [virtual] |
AddUser(int user_id) (defined in ConstrainedProbabilisticMatrixFactorization) | ConstrainedProbabilisticMatrixFactorization | [protected, virtual] |
BiasedMatrixFactorization() | ConstrainedProbabilisticMatrixFactorization | |
BoldDriver | ConstrainedProbabilisticMatrixFactorization | |
CanPredict(int user_id, int item_id) | RatingPredictor | [virtual] |
Clone() | RatingPredictor | |
ComputeFit() | MatrixFactorization | |
ComputeLoss() | ConstrainedProbabilisticMatrixFactorization | [virtual] |
global_bias | MatrixFactorization | [protected] |
InitMean | MatrixFactorization | |
InitModel() | ConstrainedProbabilisticMatrixFactorization | [protected, virtual] |
InitStdev | MatrixFactorization | |
item_bias | ConstrainedProbabilisticMatrixFactorization | [protected] |
item_factors | MatrixFactorization | [protected] |
Iterate() | ConstrainedProbabilisticMatrixFactorization | [virtual] |
Iterate(IList< int > rating_indices, bool update_user, bool update_item) | ConstrainedProbabilisticMatrixFactorization | [protected, virtual] |
LearnRate | MatrixFactorization | |
LoadModel(string filename) | ConstrainedProbabilisticMatrixFactorization | [virtual] |
MatrixFactorization() | MatrixFactorization | |
max_rating | RatingPredictor | [protected] |
MaxItemID | RatingPredictor | |
MaxRating | RatingPredictor | |
MaxUserID | RatingPredictor | |
min_rating | RatingPredictor | [protected] |
MinRating | RatingPredictor | |
NumFactors | MatrixFactorization | |
NumIter | MatrixFactorization | |
OptimizeMAE | ConstrainedProbabilisticMatrixFactorization | |
Predict(int user_id, int item_id) | ConstrainedProbabilisticMatrixFactorization | [virtual] |
Predict(int user_id, int item_id, bool bound) (defined in MatrixFactorization) | MatrixFactorization | [protected] |
RatingPredictor() | RatingPredictor | |
ratings | RatingPredictor | [protected] |
Ratings | RatingPredictor | |
Regularization | ConstrainedProbabilisticMatrixFactorization | |
RegV | ConstrainedProbabilisticMatrixFactorization | |
RegW | ConstrainedProbabilisticMatrixFactorization | |
RegY | ConstrainedProbabilisticMatrixFactorization | |
RemoveItem(int item_id) (defined in ConstrainedProbabilisticMatrixFactorization) | ConstrainedProbabilisticMatrixFactorization | [virtual] |
RemoveRating(int user_id, int item_id) (defined in MatrixFactorization) | MatrixFactorization | [virtual] |
RemoveUser(int user_id) (defined in ConstrainedProbabilisticMatrixFactorization) | ConstrainedProbabilisticMatrixFactorization | [virtual] |
RetrainItem(int item_id) | ConstrainedProbabilisticMatrixFactorization | [virtual] |
RetrainUser(int user_id) | ConstrainedProbabilisticMatrixFactorization | [virtual] |
SaveModel(string filename) | ConstrainedProbabilisticMatrixFactorization | [virtual] |
ToString() | ConstrainedProbabilisticMatrixFactorization | |
Train() | ConstrainedProbabilisticMatrixFactorization | [virtual] |
UpdateItems | RatingPredictor | |
UpdateRating(int user_id, int item_id, double rating) (defined in MatrixFactorization) | MatrixFactorization | [virtual] |
UpdateUsers | RatingPredictor | |
user_bias | ConstrainedProbabilisticMatrixFactorization | [protected] |
user_factors | MatrixFactorization | [protected] |