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# create a character mapping index
chars = sorted(list(set(data_new)))
mapping = dict((c, i) for i, c in enumerate(chars))
def encode_seq(seq):
sequences = list()
for line in seq:
# integer encode line
encoded_seq = [mapping[char] for char in line]
# store
sequences.append(encoded_seq)
return sequences
# encode the sequences
sequences = encode_seq(sequences)
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