Class | Description |
---|---|
BiasedMF |
Biased Matrix Factorization Models.
|
BPMF |
Salakhutdinov and Mnih, Bayesian Probabilistic Matrix Factorization
using Markov Chain Monte Carlo, ICML 2008.
|
CLiMF |
Shi et al., Climf: learning to maximize reciprocal rank with
collaborative less-is-more filtering., RecSys 2012.
|
ItemKNN |
Item-based Collaborative Filtering
|
PMF |
Ruslan Salakhutdinov and Andriy Mnih, Probabilistic Matrix
Factorization, NIPS 2008.
|
RegSVD |
Regularized SVD: Arkadiusz Paterek, Improving Regularized Singular Value
Decomposition Collaborative Filtering, Proceedings of KDD Cup and Workshop,
2007.
|
SocialMF |
Jamali and Ester, A matrix factorization technique with trust
propagation for recommendation in social networks, RecSys 2010.
|
SVDPlusPlus |
Yehuda Koren, Factorization Meets the Neighborhood: a Multifaceted
Collaborative Filtering Model., KDD 2008.
|
TrustMF |
Yang et al., Social Collaborative Filtering by Trust, IJCAI
2013.
|
UserKNN |
User-based Collaborative Filtering
|