old_contents: # ----------------------------------------------------------------------
  # Numenta Platform for Intelligent Computing (NuPIC)
  # Copyright (C) 2018, Numenta, Inc.  Unless you have an agreement
  # with Numenta, Inc., for a separate license for this software code, the
  # following terms and conditions apply:
  #
  # This program is free software: you can redistribute it and/or modify
  # it under the terms of the GNU Affero Public License version 3 as
  # published by the Free Software Foundation.
  #
  # This program is distributed in the hope that it will be useful,
  # but WITHOUT ANY WARRANTY; without even the implied warranty of
  # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
  # See the GNU Affero Public License for more details.
  #
  # You should have received a copy of the GNU Affero Public License
  # along with this program.  If not, see http://www.gnu.org/licenses.
  #
  # http://numenta.org/licenses/
  # ----------------------------------------------------------------------
  
  from __future__ import print_function
  
  import matplotlib
  matplotlib.use('Agg')
  import tarfile
  from os import path
  import os
  import shutil
  
  from htmresearch.frameworks.pytorch.sparse_speech_experiment import \
    SparseSpeechExperiment
  
  
  # Run from root dir:
  # domino run projects/speech_commands//run_experiment.py -c projects/speech_commands/experiments.cfg
  #   OR
  # python projects/speech_commands/run_experiment.py -c projects/speech_commands/experiments.cfg -d
  if __name__ == '__main__':
    suite = SparseSpeechExperiment()
    #
    # suite.parse_opt()
    # projectDir = path.dirname(suite.options.config)
    # dataDir = path.join(path.abspath(projectDir), "data")
    #
    # if "DOMINO_WORKING_DIR" in os.environ:
    #   print("In domino")
    #   if path.isdir(path.join(dataDir, "speech_commands")):
    #     print("Removing speech_commands")
    #     shutil.rmtree(path.join(dataDir, "speech_commands"))
    #
    #   if not path.isdir(path.join(dataDir, "speech_commands")):
    #     print("Untarring dataset...")
    #     tar = tarfile.open(path.join(dataDir, "speech_commands.tar.gz"))
    #     tar.extractall(path=dataDir)
    #     tar.close()
    #   else:
    #     print("Apparently this still exists:", path.join(dataDir, "speech_commands"))
    #
    #   print("listing files:")
    #   files = os.listdir(path.join(dataDir, "speech_commands"))
    #   print(files)
    #   files = os.listdir(path.join(dataDir, "speech_commands", "train", "one"))
    #   print("train/one", len(files), files[0:10])
  
    suite.start()
  
new_contents: # ----------------------------------------------------------------------
  # Numenta Platform for Intelligent Computing (NuPIC)
  # Copyright (C) 2018, Numenta, Inc.  Unless you have an agreement
  # with Numenta, Inc., for a separate license for this software code, the
  # following terms and conditions apply:
  #
  # This program is free software: you can redistribute it and/or modify
  # it under the terms of the GNU Affero Public License version 3 as
  # published by the Free Software Foundation.
  #
  # This program is distributed in the hope that it will be useful,
  # but WITHOUT ANY WARRANTY; without even the implied warranty of
  # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
  # See the GNU Affero Public License for more details.
  #
  # You should have received a copy of the GNU Affero Public License
  # along with this program.  If not, see http://www.gnu.org/licenses.
  #
  # http://numenta.org/licenses/
  # ----------------------------------------------------------------------
  
  from __future__ import print_function
  
  import matplotlib
  matplotlib.use('Agg')
  import tarfile
  from os import path
  import os
  import shutil
  
  from htmresearch.frameworks.pytorch.sparse_speech_experiment import \
    SparseSpeechExperiment
  
  
  # Run from root dir:
  # domino run projects/speech_commands//run_experiment.py -c projects/speech_commands/experiments.cfg
  #   OR
  # python projects/speech_commands/run_experiment.py -c projects/speech_commands/experiments.cfg -d
  if __name__ == '__main__':
    suite = SparseSpeechExperiment()
    suite.start()
  
subject: Remove commented out code