From 987089988209ec0abef34d2eac00e81831361fab Mon Sep 17 00:00:00 2001 From: Mikhail Date: Sat, 25 Sep 2021 09:13:16 +0300 Subject: [PATCH] 8382 Ershov Mikhail lb7 --- 8382/Ershov/lb/7/main.py | 99 +++++++++++++++++++++++++++++++++ 8382/Ershov/lb/7/report.pdf | Bin 0 -> 62353 bytes 8382/Ershov/lb/7/text_good.txt | 1 + 3 files changed, 100 insertions(+) create mode 100644 8382/Ershov/lb/7/main.py create mode 100644 8382/Ershov/lb/7/report.pdf create mode 100644 8382/Ershov/lb/7/text_good.txt diff --git a/8382/Ershov/lb/7/main.py b/8382/Ershov/lb/7/main.py new file mode 100644 index 00000000..a7fdf173 --- /dev/null +++ b/8382/Ershov/lb/7/main.py @@ -0,0 +1,99 @@ +import numpy as np +from keras.datasets import imdb +from keras.models import Sequential +from keras.layers import Dense +from keras.layers import LSTM,Conv1D,MaxPooling1D,Dropout +from keras.layers.embeddings import Embedding +from keras.preprocessing import sequence +import matplotlib.pyplot as plt + +top_words = 10000 + +(training_data, training_targets), (testing_data, testing_targets) = imdb.load_data(num_words=10000) +data = np.concatenate((training_data, testing_data), axis=0) +targets = np.concatenate((training_targets, testing_targets), axis=0) + +max_review_length = 500 +training_data = sequence.pad_sequences(training_data, maxlen=max_review_length) +testing_data = sequence.pad_sequences(testing_data, maxlen=max_review_length) +embedding_vecor_length = 32 + + +def build_model_1(): + model = Sequential() + model.add(Embedding(top_words, embedding_vecor_length, input_length=max_review_length)) + model.add(Dropout(0.2)) + model.add(LSTM(100)) + model.add(Dropout(0.2)) + model.add(Dense(1, activation='sigmoid')) + model.compile(loss='binary_crossentropy', optimizer='adam', metrics=['accuracy']) + return model + + +def build_model_2(): + model = Sequential() + model.add(Embedding(top_words, embedding_vecor_length, input_length=max_review_length)) + model.add(Conv1D(filters=32, kernel_size=3, padding='same', activation='relu')) + model.add(MaxPooling1D(pool_size=2)) + model.add(Dropout(0.2)) + model.add(LSTM(100)) + model.add(Dropout(0.2)) + model.add(Dense(1, activation='sigmoid')) + model.compile(loss='binary_crossentropy', optimizer='adam', metrics=['accuracy']) + return model + + +def vectorize(sequences, dimension=500): + results = np.zeros((len(sequences), dimension)) + for i, sequence in enumerate(sequences): + results[i, sequence] = 1 + return results + + +def test_text(filename): + f = open(filename, 'r') + open_text = f.read() + # print(open_text) + index = imdb.get_word_index() + text = [] + for i in open_text: + if i in index and index[i] < 500: + text.append(index[i]) + + text = vectorize([text]) + return text + + +def final_pred(model_1,model_2,text): + pred_1 = model_1.predict(text) + pred_2 = model_2.predict(text) + result = 0.5*(pred_1+pred_2) + if result >= 0.5: + print('Отзыв хороший') + else: + print('Отзыв плохой') + + +def evaluation(model_1,model_2,testing_data): + scores_1 = model_1.predict(testing_data) + scores_2 = model_2.predict(testing_data) + res = 0.5*(scores_1+scores_2) + res = round(res) + return res + + +if __name__ == '__main__': + model_1 = build_model_1() + model_1.fit(training_data, training_targets, validation_data=(testing_data, testing_targets), epochs=3, batch_size=64) + scores_1 = model_1.evaluate(testing_data, testing_targets, verbose=0) + model_2 = build_model_2() + model_2.fit(training_data, training_targets, validation_data=(testing_data, testing_targets), epochs=3, batch_size=64) + scores_2 = model_2.evaluate(testing_data, testing_targets, verbose=0) + print("Accuracy: %.2f%%" % (scores_1[1] * 100)) + print("Accuracy: %.2f%%" % (scores_2[1] * 100)) + result = evaluation(model_1,model_2,testing_data) + + filename = "text_good.txt" + print(filename) + text = test_text(filename) + final_pred(model_1,model_2,text) \ No newline at end of file diff --git a/8382/Ershov/lb/7/report.pdf 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It starts rather slow, but half time passed it burns the ground. It has everithing you want. Humour, Fantastic style, twisted plot, cool and memorable characters and action.