utils.py
def pad_seq(seq, length, value):
  """ Pad a sequence to have a specified length.

  Args:
    seq: A 2-D NumPy array with shape `[seq_length, size]`.
    length: The length of the sequence once padded.
    value: The value to pad extra time steps with. `seq` is required to have
      the same data type as `value`.

  Returns:
    A 2-D NumPy array with shape `[length, size]`.
  """
  seq = np.asarray(seq)
  if seq.dtype != type(value):
    raise ValueError('seq and value have different data types %s and %s.' % (seq.dtype, type(value)))
  padded_seq = np.pad(seq, [[0, length - len(seq)], [0, 0]], mode='constant', constant_values=value)
  return padded_seq
 Pad a sequence to have a specified length.

  Args:
    seq: A 2-D NumPy array with shape `[seq_length, size]`.
    length: The length of the sequence once padded.
    value: The value to pad extra time steps with. `seq` is required to have
      the same data type as `value`.

  Returns:
    A 2-D NumPy array with shape `[length, size]`.
  
Pad a sequence to have a specified length.
Pad a sequence to have a specified length .
def pad_seq(seq, length, value):
  seq = np.asarray(seq)
  if seq.dtype != type(value):
    raise ValueError('seq and value have different data types %s and %s.' % (seq.dtype, type(value)))
  padded_seq = np.pad(seq, [[0, length - len(seq)], [0, 0]], mode='constant', constant_values=value)
  return padded_seq
def pad_seq ( seq , length , value ) : seq = np . asarray ( seq ) if seq . dtype != type ( value ) : raise ValueError ( 'seq and value have different data types %s and %s.' % ( seq . dtype , type ( value ) ) ) padded_seq = np . pad ( seq , [ [ 0 , length - len ( seq ) ] , [ 0 , 0 ] ] , mode = 'constant' , constant_values = value ) return padded_seq
Pad a sequence to have a specified length.
Pad a sequence to have a specified length .
""" Pad a sequence to have a specified length.

  Args:
    seq: A 2-D NumPy array with shape `[seq_length, size]`.
    length: The length of the sequence once padded.
    value: The value to pad extra time steps with. `seq` is required to have
      the same data type as `value`.

  Returns:
    A 2-D NumPy array with shape `[length, size]`.
  """
A 2-D NumPy array with shape `[length, size]`.
A 2 - D NumPy array with shape ` [ length size ] ` .
seq
A 2-D NumPy array with shape `[seq_length, size]`.
A 2 - D NumPy array with shape ` [ seq_length size ] ` .
length
The length of the sequence once padded.
The length of the sequence once padded .
value
The value to pad extra time steps with. `seq` is required to have
the same data type as `value`.
The value to pad extra time steps with . ` seq ` is required to have the same data type as ` value ` .