Giuseppe Cuccu giuse
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| def process_words | |
| # Lowercase | |
| words.each &:downcase! | |
| # Remove punctuation | |
| words.map! { |word| word.gsub(/[^a-z0-9\s]/i, '') } | |
| # Remove numbers | |
| words.map! { |word| word.gsub(/[0-9]/i, '') } | |
| # Remove empty and single-letter words | |
| words.reject! { |word| word.length < 2 } | |
| # Remove stopwords |
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| import numpy as np | |
| from tinynet import RNN1L | |
| import gym | |
| pre_trained_weights = np.array( | |
| [[-6.42131474e-02, 1.18558117e+00, -8.65697398e-02, | |
| -7.25508614e-01, -1.64208890e+00, 2.36031412e-01, | |
| -2.30686547e-01, 1.01184284e-02, 9.14193609e-02, | |
| 4.09360317e-01, 5.28414810e-01, 3.01208252e+00, | |
| -9.78603700e-02, 3.53038690e-02, 8.94094020e-01, |