Update tools/utils.py

tools/utils.py

@@ -102,21 +102,9 @@ def format_predictions(latent_space, data_names, mus, sigmas, sigma_inc):
         print ("info dict: ", info_dict)
         print ("df_preds initial: ", df_preds.head())
         
-        # concatenate the new row to the DataFrame
-        #df_preds_ph = pd.concat([df_preds, pd.DataFrame(info_dict)], ignore_index=True)
-        
         # Append is deprecated and should use concat instead
         df_preds = df_preds.append(info_dict, ignore_index=True)
 
-        print ("df_preds appended: ", df_preds.head())
-        #print ("df_preds_ph: ", df_preds_ph.head())
-        
-        # Checking if two DataFrames are the same
-        #if df_preds.equals(df_preds_ph):
-        #    print("DataFrames are same")
-        #else:
-        #    print("DataFrames are different")
-
     return df_preds