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add bert script

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s440058 2021-06-21 13:01:15 +02:00
commit e77c9e41d1
2 changed files with 4 additions and 4 deletions
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logistic-regression.py
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@ -51,9 +51,9 @@ def use_word2vec():
return w2v return w2v
def document_vector(w2v, x_train, x_dev, x_test): def document_vector(w2v, x_train, x_dev, x_test):
x_train = [np.mean([w2v[w] for w in doc if w in w2v] or [np.zeros(300)], axis = 0) for doc in x_train] x_train = [np.mean([w2v[word] for word in doc if word in w2v] or [np.zeros(300)], axis = 0) for doc in x_train]
x_dev = [np.mean([w2v[w] for w in doc if w in w2v] or [np.zeros(300)], axis = 0) for doc in x_dev] x_dev = [np.mean([w2v[word] for word in doc if word in w2v] or [np.zeros(300)], axis = 0) for doc in x_dev]
x_test = [np.mean([w2v[w] for w in doc if w in w2v] or [np.zeros(300)], axis = 0) for doc in x_test] x_test = [np.mean([w2v[word] for word in doc if word in w2v] or [np.zeros(300)], axis = 0) for doc in x_test]
return x_train, x_dev, x_test return x_train, x_dev, x_test
@ -119,5 +119,5 @@ def main():
y_dev, y_test = prediction(nn_model, BATCH_SIZE, x_dev, x_test) y_dev, y_test = prediction(nn_model, BATCH_SIZE, x_dev, x_test)
get_result(y_dev, y_test) get_result(y_dev, y_test)
if __name__ == '__main__': if _name_ == '_main_':
main() main()