Update src/vis_utils.py

src/vis_utils.py

@@ -79,7 +79,10 @@ def plot_similarity_results(methods_selected, x_metric, y_metric, similarity_pat
     
     # Filter the dataframe based on selected methods
     filtered_df = similarity_df[similarity_df['Method'].isin(methods_selected)]
-
+    
+    # Replace None or NaN values with 0 in relevant columns
+    filtered_df = filtered_df.fillna(0)
+    
     # Add a new column to the dataframe for the color
     filtered_df['color'] = filtered_df['Method'].apply(get_method_color)