Update app.py

app.py

@@ -55,7 +55,7 @@ demo = gr.Interface(
     inputs=gr.Dropdown(['SGD', 'Adam', 'RMSProp', 'Adagrad'], label="Choose Optimizer"),
     outputs=gr.Plot(label="Loss Curve"),
     title="Optimizer Comparison on Linear Regression",
-    description="Select an optimizer to visualize its convergence on a simple linear regression task."
+    description="Select an optimizer to visualize its convergence on a simple linear regression task.'SGD':, 'Adam', 'RMSProp':,'Adagrad':"
 )
 
 if __name__ == "__main__":