AddItem(int item_id) (defined in SVDPlusPlus) | SVDPlusPlus | inlineprotectedvirtual |
AdditionalFeedback (defined in SVDPlusPlus) | SVDPlusPlus | |
AddRatings(IRatings ratings) | MatrixFactorization | inlinevirtual |
AddUser(int user_id) (defined in SVDPlusPlus) | SVDPlusPlus | inlineprotectedvirtual |
BiasLearnRate | SVDPlusPlus | |
BiasReg | SVDPlusPlus | |
CanPredict(int user_id, int item_id) | Recommender | inlinevirtual |
Clone() | Recommender | inline |
ComputeLoss() | SigmoidSVDPlusPlus | inlineprotectedvirtual |
ComputeObjective() | SVDPlusPlus | inlinevirtual |
Decay | MatrixFactorization | |
FoldIn(IList< Tuple< int, float >> rated_items) | SigmoidSVDPlusPlus | inlineprotectedvirtual |
FrequencyRegularization | SVDPlusPlus | |
global_bias | MatrixFactorization | protected |
IncrementalRatingPredictor() | IncrementalRatingPredictor | inline |
InitMean | MatrixFactorization | |
InitStdDev | MatrixFactorization | |
items_rated_by_user | SVDPlusPlus | protected |
Iterate(IList< int > rating_indices, bool update_user, bool update_item) | SigmoidSVDPlusPlus | inlineprotectedvirtual |
MyMediaLite::RatingPrediction::MatrixFactorization.Iterate() | MatrixFactorization | inlinevirtual |
LearnRate | MatrixFactorization | |
LoadModel(string filename) | SigmoidSVDPlusPlus | inline |
Loss | SigmoidSVDPlusPlus | |
MatrixFactorization() | MatrixFactorization | inline |
max_rating | RatingPredictor | protected |
MaxItemID | Recommender | |
MaxRating | RatingPredictor | |
MaxUserID | Recommender | |
min_rating | RatingPredictor | protected |
MinRating | RatingPredictor | |
NumFactors | MatrixFactorization | |
NumIter | MatrixFactorization | |
PrecomputeFactors(int user_id) | SVDPlusPlus | inlineprotected |
PrecomputeUserFactors() | SVDPlusPlus | inlineprotected |
Predict(int user_id, int item_id) | SigmoidSVDPlusPlus | inline |
MyMediaLite::RatingPrediction::SVDPlusPlus.Predict(float[] user_vector, int item_id) | SVDPlusPlus | inlineprotectedvirtual |
Predict(int user_id, int item_id, bool bound) (defined in MatrixFactorization) | MatrixFactorization | inlineprotected |
ratings | RatingPredictor | protected |
Ratings | RatingPredictor | |
Recommend(int user_id, int n=-1, System.Collections.Generic.ICollection< int > ignore_items=null, System.Collections.Generic.ICollection< int > candidate_items=null) (defined in Recommender) | Recommender | inlinevirtual |
MyMediaLite::IRecommender.Recommend(int user_id, int n=-1, ICollection< int > ignore_items=null, ICollection< int > candidate_items=null) | IRecommender | |
Regularization | MatrixFactorization | |
RemoveItem(int item_id) | MatrixFactorization | inlinevirtual |
RemoveRatings(IDataSet ratings) | MatrixFactorization | inlinevirtual |
RemoveUser(int user_id) | MatrixFactorization | inlinevirtual |
RetrainItem(int item_id) | MatrixFactorization | inlinevirtual |
RetrainUser(int user_id) | SVDPlusPlus | inlinevirtual |
SaveModel(string filename) | SVDPlusPlus | inline |
ScoreItems(IList< Tuple< int, float >> rated_items, IList< int > candidate_items) | MatrixFactorization | inline |
SigmoidSVDPlusPlus() | SigmoidSVDPlusPlus | inline |
SVDPlusPlus() | SVDPlusPlus | inline |
ToString() | SigmoidSVDPlusPlus | inline |
Train() | SigmoidSVDPlusPlus | inline |
UpdateItems (defined in IncrementalRatingPredictor) | IncrementalRatingPredictor | |
UpdateLearnRate() | MatrixFactorization | inlineprotectedvirtual |
UpdateRatings(IRatings ratings) | MatrixFactorization | inlinevirtual |
UpdateUsers (defined in IncrementalRatingPredictor) | IncrementalRatingPredictor | |
y_reg | SVDPlusPlus | protected |