# SMURFF - Scalable Matrix Factorization Framework¶

Welcome to SMURFF’s documentation. SMURFF is a highly optimized and parallelized framework for Bayesian Matrix and Tensors Factorization.

The easiest way to install SMURFF is to use conda:

conda install -c vanderaa smurff


To get started with SMURFF using IPython notebooks, have a look at our Getting Started using IPython Notebooks. To learn more about Matrix Factorization, have a look at What is SMURFF.