MyMediaLite  3.11
SigmoidSVDPlusPlus Member List

This is the complete list of members for SigmoidSVDPlusPlus, including all inherited members.

AddItem(int item_id) (defined in SVDPlusPlus)SVDPlusPlusinlineprotectedvirtual
AdditionalFeedback (defined in SVDPlusPlus)SVDPlusPlus
AddRatings(IRatings ratings)MatrixFactorizationinlinevirtual
AddUser(int user_id) (defined in SVDPlusPlus)SVDPlusPlusinlineprotectedvirtual
BiasLearnRateSVDPlusPlus
BiasRegSVDPlusPlus
CanPredict(int user_id, int item_id)Recommenderinlinevirtual
Clone()Recommenderinline
ComputeLoss()SigmoidSVDPlusPlusinlineprotectedvirtual
ComputeObjective()SVDPlusPlusinlinevirtual
DecayMatrixFactorization
FoldIn(IList< Tuple< int, float >> rated_items)SigmoidSVDPlusPlusinlineprotectedvirtual
FrequencyRegularizationSVDPlusPlus
global_biasMatrixFactorizationprotected
IncrementalRatingPredictor()IncrementalRatingPredictorinline
InitMeanMatrixFactorization
InitStdDevMatrixFactorization
items_rated_by_userSVDPlusPlusprotected
Iterate(IList< int > rating_indices, bool update_user, bool update_item)SigmoidSVDPlusPlusinlineprotectedvirtual
MyMediaLite::RatingPrediction::MatrixFactorization.Iterate()MatrixFactorizationinlinevirtual
LearnRateMatrixFactorization
LoadModel(string filename)SigmoidSVDPlusPlusinline
LossSigmoidSVDPlusPlus
MatrixFactorization()MatrixFactorizationinline
max_ratingRatingPredictorprotected
MaxItemIDRecommender
MaxRatingRatingPredictor
MaxUserIDRecommender
min_ratingRatingPredictorprotected
MinRatingRatingPredictor
NumFactorsMatrixFactorization
NumIterMatrixFactorization
PrecomputeFactors(int user_id)SVDPlusPlusinlineprotected
PrecomputeUserFactors()SVDPlusPlusinlineprotected
Predict(int user_id, int item_id)SigmoidSVDPlusPlusinline
MyMediaLite::RatingPrediction::SVDPlusPlus.Predict(float[] user_vector, int item_id)SVDPlusPlusinlineprotectedvirtual
Predict(int user_id, int item_id, bool bound) (defined in MatrixFactorization)MatrixFactorizationinlineprotected
ratingsRatingPredictorprotected
RatingsRatingPredictor
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)Recommenderinlinevirtual
MyMediaLite::IRecommender.Recommend(int user_id, int n=-1, ICollection< int > ignore_items=null, ICollection< int > candidate_items=null)IRecommender
RegularizationMatrixFactorization
RemoveItem(int item_id)MatrixFactorizationinlinevirtual
RemoveRatings(IDataSet ratings)MatrixFactorizationinlinevirtual
RemoveUser(int user_id)MatrixFactorizationinlinevirtual
RetrainItem(int item_id)MatrixFactorizationinlinevirtual
RetrainUser(int user_id)SVDPlusPlusinlinevirtual
SaveModel(string filename)SVDPlusPlusinline
ScoreItems(IList< Tuple< int, float >> rated_items, IList< int > candidate_items)MatrixFactorizationinline
SigmoidSVDPlusPlus()SigmoidSVDPlusPlusinline
SVDPlusPlus()SVDPlusPlusinline
ToString()SigmoidSVDPlusPlusinline
Train()SigmoidSVDPlusPlusinline
UpdateItems (defined in IncrementalRatingPredictor)IncrementalRatingPredictor
UpdateLearnRate()MatrixFactorizationinlineprotectedvirtual
UpdateRatings(IRatings ratings)MatrixFactorizationinlinevirtual
UpdateUsers (defined in IncrementalRatingPredictor)IncrementalRatingPredictor
y_regSVDPlusPlusprotected