code: def __init__(self):
      self.valid = []
      self.train = []
  
imports: from __future__ import unicode_literals
  import time
  import progressbar
  from neupy.utils import iters
label_desc: Use image node_id 1 to create a new ErrorCollector object from inherited base classes: object with example: obj = ErrorCollector()