def EncodeLabel(self, label):
"""
Arguments:
---------
label: a number between 0 and 9
Returns:
---------
a list of length 10 representing the distributed
encoding of the output.
Description:
-----------
Computes the distributed encoding of a given label.
Example:
-------
0 => [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
3 => [0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
Notes:
----
Make sure that the elements of the encoding are floats.
"""
List = [0.0 for x in range(10)]
List[label] = 1.0
target = Target()
target.values = List
return target
def EncodeLabel(self, label):
"""
Arguments:
---------
label: a number between 0 and 9
Returns:
---------
a list of length 10 representing the distributed
encoding of the output.
Description:
-----------
Computes the distributed encoding of a given label.
Example:
-------
0 => [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
3 => [0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
Notes:
----
Make sure that the elements of the encoding are floats.
"""
# Code seems to expect a Target instance rather than a simple list
# encoded_label = [0.0] * 10
# encoded_label[label] = 1.0
# return encoded_label
new_target = Target()
new_target.values = [0.0] * 2
new_target.values[label] = 1.0
return new_target
