NimaKL commited on
Commit
2408b10
Β·
1 Parent(s): fe72a06

Update app.py

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Files changed (1) hide show
  1. app.py +4 -4
app.py CHANGED
@@ -61,7 +61,7 @@ if st.button('Load Model'):
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  # Forward pass, calculate logit predictions
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  with torch.no_grad():
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- output = model(test_ids.to(device), token_type_ids = None, attention_mask = test_attention_mask.to(device))
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  prediction = 'Spam' if np.argmax(output.logits.cpu().numpy()).flatten().item() == 1 else 'Normal'
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  pred = 'Predicted Class: '+ prediction
@@ -70,7 +70,7 @@ if st.button('Load Model'):
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  #st.write('Input', namestr(new_sentence, globals()),': \n', new_sentence)
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  with col2:
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- text = st.text_input("Enter the text you'd like to analyze for spam.")
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- if text or st.button('Analyze'):
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- predict(text)
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  st.success()
 
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  # Forward pass, calculate logit predictions
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  with torch.no_grad():
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+ output = model(test_ids.to(device), token_type_ids = None, attention_mask = test_attention_mask.to(device))
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  prediction = 'Spam' if np.argmax(output.logits.cpu().numpy()).flatten().item() == 1 else 'Normal'
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  pred = 'Predicted Class: '+ prediction
 
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  #st.write('Input', namestr(new_sentence, globals()),': \n', new_sentence)
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  with col2:
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+ text = st.text_input("Enter the text you'd like to analyze for spam.")
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+ if text or st.button('Analyze'):
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+ predict(text)
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  st.success()