MyMediaLite  3.04
SVDPlusPlus Member List
This is the complete list of members for SVDPlusPlus, including all inherited members.
AddItem(int item_id) (defined in SVDPlusPlus)SVDPlusPlus [inline, protected, virtual]
AdditionalFeedbackSVDPlusPlus
AddRatings(IRatings ratings)MatrixFactorization [inline, virtual]
AddUser(int user_id) (defined in SVDPlusPlus)SVDPlusPlus [inline, protected, virtual]
BiasLearnRateSVDPlusPlus
BiasRegSVDPlusPlus
CanPredict(int user_id, int item_id)Recommender [inline, virtual]
Clone()Recommender [inline]
ComputeLoss()SVDPlusPlus [inline, protected, virtual]
ComputeObjective()SVDPlusPlus [inline, virtual]
current_learnrateMatrixFactorization [protected]
FoldIn(IList< Tuple< int, float >> rated_items)SVDPlusPlus [inline, protected, virtual]
FrequencyRegularizationSVDPlusPlus
global_biasMatrixFactorization [protected]
IncrementalRatingPredictor()IncrementalRatingPredictor [inline]
InitMeanMatrixFactorization
InitModel()SVDPlusPlus [inline, protected, virtual]
InitStdDevMatrixFactorization
item_biasSVDPlusPlus [protected]
item_factorsMatrixFactorization [protected]
items_rated_by_userSVDPlusPlus [protected]
Iterate(IList< int > rating_indices, bool update_user, bool update_item)SVDPlusPlus [inline, protected, virtual]
MyMediaLite::RatingPrediction::MatrixFactorization.Iterate()MatrixFactorization [inline, virtual]
LearnRateMatrixFactorization
LearnRateDecayMatrixFactorization
LoadModel(string filename)SVDPlusPlus [inline]
MatrixFactorization()MatrixFactorization [inline]
max_ratingRatingPredictor [protected]
MaxItemIDRecommender
MaxRatingRatingPredictor
MaxUserIDRecommender
min_ratingRatingPredictor [protected]
MinRatingRatingPredictor
NumFactorsMatrixFactorization
NumIterMatrixFactorization
pSVDPlusPlus [protected]
PrecomputeFactors(int user_id)SVDPlusPlus [inline, protected]
PrecomputeUserFactors()SVDPlusPlus [inline, protected]
Predict(int user_id, int item_id)SVDPlusPlus [inline]
Predict(int user_id, int item_id, bool bound) (defined in MatrixFactorization)MatrixFactorization [inline, protected]
MyMediaLite::RatingPrediction::MatrixFactorization.Predict(float[] user_vector, int item_id)MatrixFactorization [inline, protected, virtual]
RatingsRatingPredictor
ratingsRatingPredictor [protected]
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 [inline, virtual]
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)MatrixFactorization [inline, virtual]
RemoveRatings(IDataSet ratings)MatrixFactorization [inline, virtual]
RemoveUser(int user_id)MatrixFactorization [inline, virtual]
RetrainItem(int item_id)MatrixFactorization [inline, virtual]
RetrainUser(int user_id)SVDPlusPlus [inline, virtual]
SaveModel(string filename)SVDPlusPlus [inline]
ScoreItems(IList< Tuple< int, float >> rated_items, IList< int > candidate_items)MatrixFactorization [inline]
SVDPlusPlus()SVDPlusPlus [inline]
ToString()SVDPlusPlus [inline]
Train()SVDPlusPlus [inline]
UpdateItemsIncrementalRatingPredictor
UpdateLearnRate()MatrixFactorization [inline, protected, virtual]
UpdateRatings(IRatings ratings)MatrixFactorization [inline, virtual]
UpdateUsersIncrementalRatingPredictor
user_biasSVDPlusPlus [protected]
user_factorsMatrixFactorization [protected]
ySVDPlusPlus [protected]
y_regSVDPlusPlus [protected]