make scripts executable

cscs_launcher.py

@@ -1,6 +1,15 @@
+#!/usr/bin/env python3
+
+"""
+Script to run experiments on the Swiss National Supercomputing Centre (CSCS).
+https://www.cscs.ch/
+"""
+
 import os
+
 from grid import pgrid
 
+
 txtfile = '''#!/bin/bash -l
 #SBATCH --time=6:00:00
 #SBATCH --nodes=1
@@ -15,7 +24,6 @@
 
 source $HOME/deepsphere/bin/activate
 
-
 cd $SCRATCH/deepsphere/
 srun python results_deepsphere_with_augmentation.py {0} {1} {2} {3}
 '''
@@ -28,7 +36,10 @@ def launch_simulation(etype, sigma, order, sigma_noise):
     os.system("sbatch launch.sh")
     os.remove('launch.sh')
 
-grid = pgrid()
-for p in grid:
-    launch_simulation('FCN', *p)
-    launch_simulation('CNN', *p)
+
+if __name__ == '__main__':
+
+    grid = pgrid()
+    for p in grid:
+        launch_simulation('FCN', *p)
+        launch_simulation('CNN', *p)

euler_launcher.py

@@ -1,11 +1,23 @@
+#!/usr/bin/env python3
+
+"""
+Script to run experiments on the Euler high performance cluster of ETH Zürich.
+https://scicomp.ethz.ch/wiki/Euler
+"""
+
 import os
-from pgrid import pgrid
+
+from grid import pgrid
+
 
 cmd = 'bsub -W 48:00 -n 36 -R "rusage[mem=2000]" -R fullnode -oo log_{0}-{1}-{2}.txt python results_psd_with_augmentation.py {0} {1} {2}'
 
+
 def launch_simulation(sigma, order, sigma_noise):
     os.system(cmd.format(sigma, order, sigma_noise))
 
-grid = pgrid()
-for p in grid:
-	launch_simulation(*p)
+
+if __name__ == '__main__':
+    grid = pgrid()
+    for p in grid:
+        launch_simulation(*p)

grid.py

@@ -1,5 +1,8 @@
+"""Matrix / grid of parameters to be run in experiments."""
+
 import collections
 
+
 def pgrid():
     """Return the grid of parameter for the simulations."""
     sigma = 3

results_deepsphere_with_augmentation.py

@@ -1,5 +1,12 @@
+#!/usr/bin/env python3
 # coding: utf-8
 
+"""
+Script to run the DeepSphere experiment.
+Both the fully convolutional (FCN) and the classic (CNN) architecture variants
+are supported.
+"""
+
 import os
 import shutil
 import sys

results_histogram_with_augmentation.py

@@ -1,11 +1,20 @@
+#!/usr/bin/env python3
 # coding: utf-8
 
+"""
+Script to run the baseline experiment:
+SVM classification with histogram features.
+"""
+
 import os
 import sys
+
 import numpy as np
+
 from deepsphere import experiment_helper
 from grid import pgrid
 
+
 def single_experiment(sigma, order, sigma_noise, path):
     """Run as experiment.
 

results_psd_with_augmentation.py

@@ -1,13 +1,20 @@
+#!/usr/bin/env python3
 # coding: utf-8
 
+"""
+Script to run the baseline experiment:
+SVM classification with power spectral densities (PSD) features.
+"""
+
 import os
 import sys
+
 import numpy as np
+
 from deepsphere import experiment_helper
 from grid import pgrid
 
 
-
 def single_experiment(sigma, order, sigma_noise, path):
     """Run as experiment.