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Introduction
factorization machie[1] solve by ftrl algorighm[2], based on mpich-2
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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
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Contact:
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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
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factorization machine solved by ftrl and parallel based on MPI