def appendInputWithNSimilarValues(inputs, numNear = 10):
  """ Creates a neighboring record for each record in the inputs and adds
  new records at the end of the inputs list
  """
  numInputs = len(inputs)
  skipOne = False
  for i in xrange(numInputs):
    input = inputs[i]
    numChanged = 0
    newInput = copy.deepcopy(input)
    for j in xrange(len(input)-1):
      if skipOne:
        skipOne = False
        continue
      if input[j] == 1 and input[j+1] == 0:
        newInput[j] = 0
        newInput[j+1] = 1
        inputs.append(newInput)
        newInput = copy.deepcopy(newInput)
        #print input
        #print newInput
        numChanged += 1
        skipOne = True
        if numChanged == numNear:
          break
def appendInputWithNSimilarValues(inputs, numNear = 10):
  """ Creates a neighboring record for each record in the inputs and adds
  new records at the end of the inputs list
  """
  numInputs = len(inputs)
  skipOne = False
  for i in xrange(numInputs):
    input = inputs[i]
    numChanged = 0
    newInput = copy.deepcopy(input)
    for j in xrange(len(input)-1):
      if skipOne:
        skipOne = False
        continue
      if input[j] == 1 and input[j+1] == 0:
        newInput[j] = 0
        newInput[j+1] = 1
        inputs.append(newInput)
        newInput = copy.deepcopy(newInput)
        #print input
        #print newInput
        numChanged += 1
        skipOne = True
        if numChanged == numNear:
          break
def appendInputWithNSimilarValues ( inputs , numNear = 10 ) : numInputs = len ( inputs ) skipOne = False for i in xrange ( numInputs ) : input = inputs [ i ] numChanged = 0 newInput = copy . deepcopy ( input ) for j in xrange ( len ( input ) - 1 ) : if skipOne : skipOne = False continue if input [ j ] == 1 and input [ j + 1 ] == 0 : newInput [ j ] = 0 newInput [ j + 1 ] = 1 inputs . append ( newInput ) newInput = copy . deepcopy ( newInput ) #print input #print newInput numChanged += 1 skipOne = True if numChanged == numNear : break
Creates a neighboring record for each record in the inputs and adds
  new records at the end of the inputs list
Creates a neighboring record for each record in the inputs and adds new records at the end of the inputs list