Update app.py

app.py

@@ -1,11 +1,12 @@
 # -*- coding: utf-8 -*-
 """
-Created on Sun Mar 26 21:07:00 2023
+Created on Mon May  1 07:55:45 2023
 
 @author: Bernd Ebenhoch
 """
 
 
+
 import numpy as np
 import tensorflow as tf
 from tensorflow import keras
@@ -104,7 +105,8 @@ if st.button('Run the ad campaign and display the results'):
             information_for_plotting[epoch, 7] = grads_adjusted[1]
             information_for_plotting[epoch, 8] = copy.deepcopy(model.trainable_variables[0])
             information_for_plotting[epoch, 9] = copy.deepcopy(model.trainable_variables[1])
-
+            
+        # Plot the results
         titles = ['Model Output', 'Action', 'Loss', 'Gradients', 'Rewards',
                   'Adjusted Gradients', 'Model Parameters']
         plus = [0, 0, 0, 0, 1, 1, 2]
@@ -130,7 +132,8 @@ if st.button('Run the ad campaign and display the results'):
         plt.xlabel('Epoch')
         plt.show()
 
-        st.markdown('Your ad campaign received ' +
-                    str(int(information_for_plotting[:, 5].sum())) + ' clicks in total.')
+        # Sum of the total clicks obtained
+        st.markdown('Your ad campaign received **' +
+                    str(int(information_for_plotting[:, 5].sum())) + '** clicks in total.')
 
         st.pyplot(fig)