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Update app.py
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app.py
CHANGED
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@@ -26,7 +26,7 @@ if choice == 'Text Input':
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input_data = st.text_area("Enter bengali text", value="", height=10)
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if st.button('Process'):
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# '''
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-
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# fl = open('bengali_pos/test.txt', 'w')
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# for i in data:
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@@ -37,10 +37,10 @@ if choice == 'Text Input':
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# columns = {0: 'text'}
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# corpus: Corpus = ColumnCorpus('bengali_pos/', columns, train_file='train.txt', test_file='test.txt', dev_file='valid.txt')
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# '''
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sentence = Sentence(
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model = load_model('best-model-002.pt')
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model.predict(sentence)
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st.write(sentence
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#print(input_data.to_tagged_string())
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#result_mean = model.evaluate(corpus.test, gold_label_type='pos',mini_batch_size=32, out_path=f"pred_pos.txt")
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input_data = st.text_area("Enter bengali text", value="", height=10)
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if st.button('Process'):
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# '''
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data = BasicTokenizer().tokenize(input_data)
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# fl = open('bengali_pos/test.txt', 'w')
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# for i in data:
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# columns = {0: 'text'}
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# corpus: Corpus = ColumnCorpus('bengali_pos/', columns, train_file='train.txt', test_file='test.txt', dev_file='valid.txt')
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# '''
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sentence = Sentence(data)
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model = load_model('best-model-002.pt')
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model.predict(sentence)
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st.write(sentence)
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#print(input_data.to_tagged_string())
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#result_mean = model.evaluate(corpus.test, gold_label_type='pos',mini_batch_size=32, out_path=f"pred_pos.txt")
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