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Distributed LR、 FM and MVM model on Parameter Server. FTRL and SGD Optimization Algorithm.

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  1. Introduction

    Distributed LR With Parameter Server

  2. Install

    mkdir build

    cd build

    cmake ..

  3. todo:

     1. Learning hyper parameters of normazation automatically
    
     2. opt algo for more sparse model
    
  4. Contact:

     2012wxs@gmail.com
    
  5. References:

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

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Distributed LR、 FM and MVM model on Parameter Server. FTRL and SGD Optimization Algorithm.

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  • C++ 77.4%
  • Python 17.4%
  • Shell 3.6%
  • CMake 1.6%