--- a
+++ b/tasks_within/generate.py
@@ -0,0 +1,22 @@
+'''Training script generator for subject-specific classification.
+'''
+with open('script.sh.template', 'r') as f:
+    sh_template = f.read()
+with open('train.pbs.template', 'r') as f:
+    pbs_template = f.read()
+
+command_template = 'python train_within.py $datapath $outpath -start {0} -end {1} -gpu {2} > $logpath/stdout.f{2}.out &'
+
+commands = []
+for i in range(8):
+    start = i * 7 + 1
+    end = min(i * 7 + 8, 55)
+    commands.append(command_template.format(start, end, i))
+
+commands.append('wait')
+content = sh_template + '\n'.join(commands)
+with open('script.' + str(0) + '.sh', 'w') as f:
+    f.write(content)
+content = pbs_template.format(0)
+with open('train.' + str(0) + '.pbs', 'w') as f:
+    f.write(content)