Created
June 2, 2020 01:10
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# forming new sentences for testing, feel free to experiment | |
# sentence 1 is bit sarcastic, whereas sentence two is a general statment. | |
new_sentence = [ | |
"granny starting to fear spider in the garden might be real", | |
"game of thrones season finale showing this sunday night"] | |
# Converting the sentences to sequences using tokenizer | |
new_sequences = tokenizer.texts_to_sequences(new_sentence) | |
# padding the new sequences to make them have same dimensions | |
new_padded = pad_sequences(new_sequences, maxlen = max_length, | |
padding = padding_type, | |
truncating = trunc_type) | |
new_padded = np.array(new_padded ) | |
print(model.predict(new_padded)) |
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