ujjwalkarn/kaggle-avito

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Avito Context Ad Clicks

System Requirement

• 64-bit Unix-like operating system
• at least 20GB memory and 500GB disk space

Dependencies and requirements

• Python 2.7

• pypy 2.1.0

• XGBoost

• scons

• numpy 1.9.2

• sklearn 0.15.2

• theano 0.7.0

• lasagne 0.1.dev0

• nolearn

• g++ (with C++11, OpenMp, gflags and protobuf)

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Instruction

• move all tsv files into ./data folder

• Compile the C++ code by

  cd IceLR
  scons
  

• run script to generate data and basic models

  bash run.sh

• generate final submission by

  pypy run.py --type ensemble --method nn > nn_log.log

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