1 | import string |
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2 | import torch |
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3 | |||
4 | |||
5 | all_letters = string.ascii_letters + " .,;'" |
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6 | n_letters = len(all_letters) |
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7 | |||
8 | |||
9 | def letter_to_index(letter): |
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10 | return all_letters.find(letter) |
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11 | |||
12 | |||
13 | def letter_to_tensor(letter): |
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14 | tensor = torch.zeros(1, n_letters) |
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15 | tensor[0][letter_to_index(letter)] = 1 |
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0 ignored issues
–
show
Comprehensibility
Best Practice
introduced
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16 | return tensor |
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17 | |||
18 | |||
19 | def line_to_tensor(line): |
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20 | tensor = torch.zeros(len(line), 1, n_letters) |
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21 | for li, letter in enumerate(line): |
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22 | tensor[li][0][letter_to_index(letter)] = 1 |
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0 ignored issues
–
show
Comprehensibility
Best Practice
introduced
by
|
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23 | return tensor |
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24 |