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- from numpy import argmax
- # define input string
- data = 'ABCZ'
- print(data)
- # define universe of possible input values
- alphabet = 'ABCDEFGHIJKLMNOPQRSTUVWXYZ'
- # define a mapping of chars to integers
- char_to_int = dict((c, i) for i, c in enumerate(alphabet))
- int_to_char = dict((i, c) for i, c in enumerate(alphabet))
- # integer encode input data
- integer_encoded = [char_to_int[char] for char in data]
- print(integer_encoded)
- # one hot encode
- onehot_encoded = list()
- for value in integer_encoded:
- letter = [0 for _ in range(len(alphabet))]
- letter[value] = 1
- onehot_encoded.append(letter)
- print(onehot_encoded)
- # invert encoding
- inverted = int_to_char[argmax(onehot_encoded[1])]
- print(inverted)
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