LoryPack / BPMF

Python implementation of Bayesian Probabilistic matrix Factorization algorithm.

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

BPMF

Python implementation of Bayesian Probabilistic Matrix Factorization, following:

http://www.cs.toronto.edu/~rsalakhu/papers/bpmf.pdf

Run simulations:

To run simulations with different dataset or parameters, you have to modify the the script_bpmf.py file. It calls the BPFM function in file bpmf.py, together with some other functions from the utilities.py file. To run it, simply type:

python script_bpmf.py

The script handles with dataset in .mtx format. Some example input data is contained in data/

About

Python implementation of Bayesian Probabilistic matrix Factorization algorithm.


Languages

Language:Jupyter Notebook 85.8%Language:Python 9.9%Language:MATLAB 4.1%Language:M 0.2%