Update app.py

app.py

@@ -51,10 +51,22 @@ with gr.Blocks() as demo:
       with gr.Column():
         inp = gr.Textbox(placeholder="Enter the target feature name")
     btn = gr.Button("Find Correlation")
+    gr.Markdown(
+            """
+            ### Correlation with other numeric features
+            """)
     with gr.Row():
        labels = gr.Label(num_top_classes = 10)
+    gr.Markdown(
+            """
+            ### HeatMap
+            """)
     with gr.Row():
        fig1 = gr.Plot()
+    gr.Markdown(
+            """
+            ### Plot of top 3 correlated features
+            """)
     with gr.Row():
        with gr.Column():
          fig2 = gr.Plot()
@@ -64,7 +76,7 @@ with gr.Blocks() as demo:
        fig4 = gr.Plot()
     with gr.Row():
       gr.Examples(
-                examples = [["boston.csv", "MEDV"]], fn=findCorrelation, inputs=[file, inp], outputs=[labels, fig1, fig2, fig3, fig4])
+                examples = [["boston.csv", "MEDV"]], fn=findCorrelation, inputs=[file, inp], outputs=[labels, fig1, fig2, fig3, fig4], cache_examples=True)
     btn.click( fn=findCorrelation, inputs=[file, inp], outputs=[labels, fig1, fig2, fig3, fig4])
 
 demo.launch()