README.md

Models

This directory includes the implementation of all the models (listed below) supported in Cornac. Additional dependencies (CPU versions) for each model are also listed accordingly.

Model	Additional Dependencies
Bayesian Personalized Ranking (BPR)	requirements.txt
Collaborative Context Poisson Factorization (C2PF)	N/A
Collaborative Deep Learning (CDL)	requirements.txt
Collaborative Ordinal Embedding (COE)	requirements.txt
Hierarchical Poisson Factorization (HPF)	N/A
Indexable Bayesian Personalized Ranking (IBPR)	requirements.txt
Matrix Factorization (MF)	N/A
Online Indexable Bayesian Personalized Ranking (Online IBPR)	requirements.txt
Probabilistic Collaborative Representation Learning (PCRL)	requirements.txt
Probabilistic Matrix Factorization (PMF)	N/A
Spherical K-means (SKM)	N/A
Visual Bayesian Personalized Ranking (VBPR)	requirements.txt