Package | Description |
---|---|
librec.ext | |
librec.intf | |
librec.ranking | |
librec.rating |
Modifier and Type | Class and Description |
---|---|
class |
NMF
Daniel D.
|
class |
PRankD
Neil Hurley, Personalised ranking with diversity, RecSys
2013.
|
Modifier and Type | Class and Description |
---|---|
class |
SocialRecommender
Recommenders in which social information is used
|
Modifier and Type | Class and Description |
---|---|
class |
BPRMF
Rendle et al., BPR: Bayesian Personalized Ranking from Implicit
Feedback, UAI 2009.
|
class |
CLiMF
Shi et al., Climf: learning to maximize reciprocal rank with
collaborative less-is-more filtering., RecSys 2012.
|
class |
RankALS
Takacs and Tikk, Alternating Least Squares for Personalized
Ranking, RecSys 2012.
|
class |
RankSGD
Jahrer and Toscher, Collaborative Filtering Ensemble for Ranking, JMLR, 2012
(KDD Cup 2011 Track 2).
|
class |
WRMF
WRMF: Weighted Regularized Matrix Factorization.
|
Modifier and Type | Class and Description |
---|---|
class |
BiasedMF
Biased Matrix Factorization Models.
|
class |
BPMF
Salakhutdinov and Mnih, Bayesian Probabilistic Matrix Factorization
using Markov Chain Monte Carlo, ICML 2008.
|
class |
PMF
Ruslan Salakhutdinov and Andriy Mnih, Probabilistic Matrix
Factorization, NIPS 2008.
|
class |
RegSVD
Regularized SVD: Arkadiusz Paterek, Improving Regularized Singular Value
Decomposition Collaborative Filtering, Proceedings of KDD Cup and Workshop,
2007.
|
class |
RSTE
Hao Ma, Irwin King and Michael R.
|
class |
SocialMF
Jamali and Ester, A matrix factorization technique with trust
propagation for recommendation in social networks, RecSys 2010.
|
class |
SoRec
Hao Ma, Haixuan Yang, Michael R.
|
class |
SoReg
Hao Ma, Dengyong Zhou, Chao Liu, Michael R.
|
class |
SVDPlusPlus
Yehuda Koren, Factorization Meets the Neighborhood: a Multifaceted
Collaborative Filtering Model., KDD 2008.
|
class |
TrustMF
Yang et al., Social Collaborative Filtering by Trust, IJCAI
2013.
|