Modifier and Type | Class and Description |
---|---|
class |
SocialRecommender
Social Recommender
|
Modifier and Type | Class and Description |
---|---|
class |
AoBPRRecommender
AoBPR: BPR with Adaptive Oversampling
|
class |
BPRRecommender
Rendle et al., BPR: Bayesian Personalized Ranking from Implicit Feedback, UAI 2009.
|
class |
CLIMFRecommender
Shi et al., Climf: learning to maximize reciprocal rank with collaborative less-is-more filtering.,
RecSys 2012.
|
class |
EALSRecommender
EALS: efficient Alternating Least Square for Weighted Regularized Matrix Factorization.
|
class |
FISMaucRecommender
Kabbur et al., FISM: Factored Item Similarity Models for Top-N Recommender Systems, KDD 2013.
|
class |
FISMrmseRecommender
Kabbur et al., FISM: Factored Item Similarity Models for Top-N Recommender Systems, KDD 2013.
|
class |
GBPRRecommender
Pan and Chen, GBPR: Group Preference Based Bayesian Personalized Ranking for One-Class Collaborative
Filtering, IJCAI 2013.
|
class |
ListRankMFRecommender
Shi et al., List-wise learning to rank with matrix factorization for
collaborative filtering, RecSys 2010.
|
class |
RankALSRecommender
Takacs and Tikk,
Alternating Least Squares for Personalized Ranking
, RecSys 2012.
|
class |
RankSGDRecommender
Jahrer and Toscher, Collaborative Filtering Ensemble for Ranking, JMLR, 2012 (KDD Cup 2011 Track 2).
|
class |
WBPRRecommender
Gantner et al., Bayesian Personalized Ranking for Non-Uniformly Sampled Items, JMLR, 2012.
|
class |
WRMFRecommender
WRMF: Weighted Regularized Matrix Factorization.
|
Modifier and Type | Class and Description |
---|---|
class |
ASVDPlusPlusRecommender
Yehuda Koren, Factorization Meets the Neighborhood: a Multifaceted
Collaborative Filtering Model., KDD 2008.
|
class |
BiasedMFRecommender
Biased Matrix Factorization Recommender
|
class |
BPMFRecommender
Salakhutdinov and Mnih, Bayesian Probabilistic Matrix Factorization using Markov Chain Monte Carlo,
ICML 2008.
|
class |
BPoissMFRecommender
Prem Gopalan, et al.
|
class |
LLORMARecommender
Local Low-Rank Matrix Approximation
|
class |
MFALSRecommender
The class implementing the Alternating Least Squares algorithm
|
class |
PMFRecommender
PMF: Ruslan Salakhutdinov and Andriy Mnih, Probabilistic Matrix Factorization, NIPS 2008.
RegSVD: Arkadiusz Paterek, Improving Regularized Singular Value Decomposition
Collaborative Filtering, Proceedings of KDD Cup and Workshop, 2007.
|
class |
RFRecRecommender
Gedikli et al., RF-Rec: Fast and Accurate Computation of
Recommendations based on Rating Frequencies, IEEE (CEC) 2011,
Luxembourg, 2011, pp.
|
class |
SVDPlusPlusRecommender
SVD++ Recommender
|
Modifier and Type | Class and Description |
---|---|
class |
SBPRRecommender
Social Bayesian Personalized Ranking (SBPR)
|
Modifier and Type | Class and Description |
---|---|
class |
RSTERecommender
Hao Ma, Irwin King and Michael R.
|
class |
SocialMFRecommender
Jamali and Ester, A matrix factorization technique with trust propagation for recommendation in social
networks, RecSys 2010.
|
class |
SoRecRecommender
Jamali and Ester, A matrix factorization technique with trust propagation for recommendation in social
networks, RecSys 2010.
|
class |
SoRegRecommender
Hao Ma, Dengyong Zhou, Chao Liu, Michael R.
|
class |
TimeSVDRecommender
TimeSVD++ Recommender
|
class |
TrustMFRecommender
Yang et al., Social Collaborative Filtering by Trust, IJCAI 2013.
|
class |
TrustSVDRecommender
Guo et al., TrustSVD: Collaborative Filtering with Both the Explicit and Implicit Influence of User Trust and
of Item Ratings, AAAI 2015.
|
Modifier and Type | Class and Description |
---|---|
class |
PRankDRecommender
Neil Hurley, Personalised ranking with diversity, RecSys 2013.
|
Copyright © 2017. All Rights Reserved.