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SETUP

Please use pip to install requirements.

  1. pip install -r requirements.txt
  2. pip install -r requirements-git.txt
  3. python setup.py develop (to expose amle package to scripts)

Run auto-sklearn Experiment

  1. python scripts/run_all_dids.py
  2. Results will be written to the directory {results_dir} specified as parameter -d in run_all_dids.py. See scripts/asklearn.py for parameter descriptions.
  3. Generate prediction results by running python scripts/process_results.py {results_dir}

Notes

Everything was tested with Anaconda (https://www.continuum.io/downloads) in a conda environment created with command conda create --name amle python=2.7.

Please notify us of any missing dependencies in different environments.