lijun900302/factorization-machine-ftrl-mpi

factorization machine solved by ftrl and parallel based on MPI

1. Introduction

   factorization machie[1] solve by ftrl algorighm[2], based on mpich-2

2. Install

   step 1:

    split your data into n parts. (n equal the number of nodes of your cluster)
   

   step 2:

    modeify Ip in the file run_mpi_ftrl.sh and then rum commend: sh run_mpi_ftrl.sh
   

3. Contact:

    2012wxs@gmail.com
   

4. References:

   [1] Factorization Machine. http://www.csie.ntu.edu.tw/~b97053/paper/Rendle2010FM.pdf

   [2] Ad Click Prediction: a View from the Trenches. http://dl.acm.org/citation.cfm?id=2488200