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DMTK_FTRL_LR

  1. A trival version of asynchronous distributed FTRL Logstic regression application.
  2. Based on microsoft dmtk framework.
  3. A simple command line example:
    mpiexec -machinefile mahchie_list ./bin/ftrl -num_features 7000000 -input_files_list train_files -num_iterations 2 -num_local_workers 4 -max_delay -1 -num_aggregator 1 -alpha 0.001
    input_files_list contains per file a line, only support gz format for now.
  4. in the train file , each line contains a sample, in format
    click \t impre \t feat_index1 \t val1 feat_index2 \t val2 ...

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