Update app.py

app.py

@@ -283,7 +283,7 @@ def process_input(text):
         
         rf_prediction = rf_model.predict(encoded_text)[0]
         isolation_score = isolation_forest.decision_function(encoded_text)[0]
-        nn_prediction = model(torch.LongTensor(encoded_text.todense()).to(device)).argmax(dim=1).item()
+        nn_prediction = model(torch.LongTensor(encoded_text.toarray()).to(device)).argmax(dim=1).item()
         
         predicted_emotion = emotion_classes[rf_prediction]
         sentiment_score = isolation_score
@@ -317,6 +317,4 @@ iface = gr.Interface(
         gr.Textbox(label="GPT Generated Text")
     ],
     live=True
-)
-
-iface.launch(share=True)
+)