Updated with removal of hashtag on line 536. And hashtag removal on line 511

app.py

@@ -508,7 +508,7 @@ def optimize(npart, ndim, max_iter):
     plot_contour_and_wolves = gwo.plot_contour_and_wolves(best_positions_array)
 
     # Plot the dispersion over time
-    #dispersion_plot = gwo.plot_dispersion()
+    dispersion_plot = gwo.plot_dispersion()
 
     # Plot the dispersion heatmap
     #dispersion_heatmap_plot = gwo.plot_dispersion_heatmap(x_range=(-6,6), y_range=(-6,6))
@@ -518,7 +518,7 @@ def optimize(npart, ndim, max_iter):
     best_positions_text = f"Best Positions: {best_positions_npy}"
 
     # Return the images and text
-    return plot_contour_and_wolves, best_fitness_text, best_positions_text, best_fitness_npy, best_positions_npy, dispersion_text #dispersion_plot, dispersion_heatmap_plot, best_fitness_text, best_positions_text, best_fitness_npy, best_positions_npy, dispersion_text
+    return plot_contour_and_wolves, dispersion_plot, best_fitness_text, best_positions_text, best_fitness_npy, best_positions_npy, dispersion_text #dispersion_heatmap_plot, best_fitness_text, best_positions_text, best_fitness_npy, best_positions_npy, dispersion_text
 
 
 
@@ -533,7 +533,7 @@ iface = gr.Interface(
     ],
     outputs=[
         gr.components.Image(type="pil", label="Contour Map of Wolves Oscillating Over Search Space"),
-        #gr.components.Image(type="pil", label="Dispersion Plot"),
+        gr.components.Image(type="pil", label="Dispersion Plot"),
         #gr.components.Image(type="pil", label="Dispersion Heatmap Plot"),
         gr.components.Textbox(label="Dispersion Values"),
         gr.components.Textbox(label="Best Positions"),