Commit

Pages/Models.py

@@ -186,6 +186,18 @@ def model_page():
             semi_unsupervised_page_keybert()
         with tab3:
             unsupervised_page_bertopic()
+    with st.container():
+        with st.expander("Example Texts", expanded=True):
+            st.markdown(
+                """
+                ### Here are 5 examples of questions from Stack Exchange. Try them out!
+                - I am trying to build a model to predict the price of a house based on its features. I have a dataset with 79 features and 1460 observations. I have tried using linear regression but it is not giving me good results. What should I do?
+                - Can you suggest me some techniques in NLP to improve the performance of my model? I am using a simple LSTM model but it is not giving me good results. I have tried using a GRU model but it is not giving me good results. What should I do?
+                - I was doing data cleaning on my dataset and I found that there are some missing values in my dataset. I tried to impute them using mean and median but it is not giving me good results. What should I do?
+                - Tell me the difference between a linear regression model and a logistic regression model. I am confused between the two. I have tried to read about them but I am not able to understand the difference between them. What should I do?
+                - What is the meaning of p-value? I have tried to read about it but I am not able to understand it. Can you explain it to me in simple terms? In statistics, what is the meaning of pvalue?
+                """
+            )
 
 
 if __name__ == "__main__":